Mean State

Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0467
ACCESS-CM2_BARPA [-] 0.0528 0.0548 0.0464 0.0445 0.00842 0.0628 1.22 0.952 0.762 0.856 0.983 0.863
ACCESS-CM2_CCAM [-] 0.0533 0.0550 0.0465 0.0470 0.00849 0.0589 1.19 0.940 0.778 0.858 0.946 0.860
ACCESS-CM2_CMIP6 [-] 0.0552 0.0563 0.0452 0.0428 0.0111 0.0636 1.06 0.917 0.705 0.882 0.944 0.831
ACCESS-ESM1-5_BARPA [-] 0.0516 0.0537 0.0464 0.0433 0.00730 0.0606 1.09 0.953 0.767 0.879 0.983 0.870
ACCESS-ESM1-5_CCAM [-] 0.0524 0.0555 0.0465 0.0411 0.00891 0.0599 1.19 0.936 0.777 0.859 0.972 0.864
ACCESS-ESM1-5_CMIP6 [-] 0.0582 0.0596 0.0442 0.0421 0.0154 0.0652 1.03 0.900 0.696 0.886 0.978 0.831
CESM2_BARPA [-] 0.0456 0.0483 0.0464 0.0350 0.00190 0.0562 1.19 0.970 0.781 0.861 0.990 0.876
CESM2_CCAM [-] 0.0364 0.0401 0.0465 0.0225 -0.00646 0.0536 1.31 0.965 0.794 0.836 0.985 0.875
CESM2_CMIP6 [-] 0.0571 0.0591 0.0446 0.0395 0.0145 0.0652 1.07 0.910 0.710 0.885 0.973 0.838
CMCC-ESM2_BARPA [-] 0.0449 0.0468 0.0464 0.0372 0.000442 0.0604 1.64 0.971 0.765 0.773 0.984 0.852
CMCC-ESM2_CCAM [-] 0.0677 0.0687 0.0465 0.0640 0.0222 0.0692 1.41 0.895 0.749 0.815 0.953 0.832
CMCC-ESM2_CMIP6 [-] 0.0771 0.0784 0.0446 0.0661 0.0338 0.0838 1.12 0.824 0.669 0.868 0.936 0.793
CNRM-ESM2-1_CCAM [-] 0.0568 0.0587 0.0465 0.0495 0.0122 0.0604 1.21 0.932 0.774 0.854 0.961 0.859
CNRM-ESM2-1_CMIP6 [-] 0.0354 0.0371 0.0447 0.0187 -0.00764 0.0476 1.12 0.947 0.774 0.872 0.968 0.867
EC-Earth3_BARPA [-] 0.0393 0.0422 0.0464 0.0279 -0.00422 0.0509 1.06 0.973 0.802 0.881 0.988 0.889
EC-Earth3_CCAM [-] 0.0521 0.0548 0.0465 0.0416 0.00829 0.0583 1.13 0.950 0.779 0.868 0.983 0.872
EC-Earth3_CMIP6 [-] 0.0462 0.0486 0.0454 0.0306 0.00322 0.0550 0.931 0.950 0.769 0.898 0.952 0.868
ERA5_BARPA [-] 0.0517 0.0540 0.0464 0.0425 0.00758 0.0584 1.27 0.958 0.774 0.842 0.984 0.867
ERA5_CCAM [-] 0.0565 0.0593 0.0465 0.0458 0.0128 0.0585 1.16 0.933 0.780 0.860 0.980 0.866
MPI-ESM1-2-HR_BARPA [-] 0.0380 0.0401 0.0464 0.0298 -0.00631 0.0536 1.06 0.968 0.793 0.880 0.986 0.884
MPI-ESM1-2-HR_CMIP6 [-] 0.0222 0.0236 0.0453 0.0124 -0.0218 0.0553 1.61 0.891 0.770 0.787 0.932 0.830
NorESM2-MM_BARPA [-] 0.0542 0.0562 0.0464 0.0463 0.00982 0.0627 1.73 0.948 0.756 0.752 0.988 0.840
NorESM2-MM_CCAM [-] 0.0619 0.0636 0.0465 0.0555 0.0171 0.0633 1.15 0.914 0.766 0.859 0.960 0.853
NorESM2-MM_CMIP6 [-] 0.0692 0.0708 0.0446 0.0555 0.0261 0.0701 1.03 0.856 0.703 0.882 0.976 0.824
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0548
ACCESS-CM2_BARPA [-] 0.0634 0.0634 0.0549 0.00847 0.0602 1.13 0.964 0.777 0.881 0.996 0.890
ACCESS-CM2_CCAM [-] 0.0673 0.0673 0.0549 0.0124 0.0658 1.13 0.948 0.764 0.864 0.985 0.876
ACCESS-CM2_CMIP6 [-] 0.0744 0.0744 0.0544 0.0201 0.0610 1.69 0.885 0.710 0.778 0.951 0.818
ACCESS-ESM1-5_BARPA [-] 0.0646 0.0646 0.0549 0.00971 0.0589 1.30 0.958 0.782 0.844 0.956 0.874
ACCESS-ESM1-5_CCAM [-] 0.0731 0.0731 0.0549 0.0182 0.0703 1.32 0.925 0.755 0.846 0.988 0.865
ACCESS-ESM1-5_CMIP6 [-] 0.0823 0.0823 0.0557 0.0266 0.0719 0.539 0.856 0.684 0.965 0.791 0.808
CESM2_BARPA [-] 0.0607 0.0607 0.0549 0.00582 0.0607 1.47 0.974 0.774 0.812 0.998 0.877
CESM2_CCAM [-] 0.0485 0.0485 0.0549 -0.00641 0.0526 1.07 0.973 0.804 0.884 0.965 0.895
CESM2_CMIP6 [-] 0.0800 0.0800 0.0551 0.0248 0.0894 1.76 0.874 0.631 0.764 0.999 0.796
CMCC-ESM2_BARPA [-] 0.0566 0.0566 0.0549 0.00168 0.0601 1.17 0.986 0.776 0.857 0.999 0.890
CMCC-ESM2_CCAM [-] 0.0775 0.0775 0.0549 0.0226 0.0734 1.29 0.908 0.747 0.839 0.980 0.855
CMCC-ESM2_CMIP6 [-] 0.0872 0.0872 0.0551 0.0321 0.0678 0.783 0.840 0.725 0.924 0.998 0.855
CNRM-ESM2-1_CCAM [-] 0.0659 0.0659 0.0549 0.0110 0.0584 1.12 0.954 0.787 0.871 0.987 0.887
CNRM-ESM2-1_CMIP6 [-] 0.0502 0.0502 0.0547 -0.00449 0.0494 1.33 0.941 0.763 0.820 0.596 0.778
EC-Earth3_BARPA [-] 0.0446 0.0446 0.0549 -0.0103 0.0554 1.20 0.958 0.795 0.865 0.930 0.876
EC-Earth3_CCAM [-] 0.0601 0.0601 0.0549 0.00518 0.0687 1.42 0.974 0.751 0.831 0.968 0.867
EC-Earth3_CMIP6 [-] 0.0441 0.0441 0.0549 -0.0107 0.0525 1.09 0.947 0.778 0.884 0.985 0.885
ERA5_BARPA [-] 0.0600 0.0600 0.0549 0.00506 0.0639 1.96 0.977 0.764 0.715 0.997 0.852
ERA5_CCAM [-] 0.0711 0.0711 0.0549 0.0162 0.0638 1.36 0.933 0.772 0.828 0.974 0.865
MPI-ESM1-2-HR_BARPA [-] 0.0389 0.0389 0.0549 -0.0160 0.0549 1.09 0.934 0.802 0.880 0.961 0.884
MPI-ESM1-2-HR_CMIP6 [-] 0.0259 0.0259 0.0556 -0.0297 0.0558 2.10 0.856 0.784 0.697 0.986 0.826
NorESM2-MM_BARPA [-] 0.0637 0.0637 0.0549 0.00882 0.0654 1.81 0.962 0.760 0.739 0.992 0.852
NorESM2-MM_CCAM [-] 0.0699 0.0699 0.0549 0.0150 0.0686 1.15 0.937 0.756 0.872 0.927 0.860
NorESM2-MM_CMIP6 [-] 0.0844 0.0844 0.0551 0.0293 0.0710 1.90 0.852 0.708 0.727 0.942 0.796
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0682
ACCESS-CM2_BARPA [-] 0.0743 0.0743 0.0683 0.00593 0.0690 1.02 0.974 0.785 0.889 0.993 0.901
ACCESS-CM2_CCAM [-] 0.0714 0.0714 0.0683 0.00313 0.0665 1.14 0.969 0.794 0.870 0.934 0.879
ACCESS-CM2_CMIP6 [-] 0.0741 0.0741 0.0727 0.00147 0.0736 0.708 0.950 0.722 0.938 0.815 0.809
ACCESS-ESM1-5_BARPA [-] 0.0780 0.0780 0.0683 0.00967 0.0784 1.17 0.961 0.760 0.873 0.983 0.888
ACCESS-ESM1-5_CCAM [-] 0.0831 0.0831 0.0683 0.0148 0.0723 1.22 0.943 0.781 0.861 0.959 0.876
ACCESS-ESM1-5_CMIP6 [-] 0.0899 0.0899 0.0651 0.0247 0.0851 0.840 0.877 0.660 0.914 0.923 0.841
CESM2_BARPA [-] 0.0750 0.0750 0.0683 0.00670 0.0798 1.26 0.974 0.757 0.855 0.995 0.885
CESM2_CCAM [-] 0.0675 0.0675 0.0683 -0.000716 0.0635 1.10 0.977 0.802 0.885 0.960 0.904
CESM2_CMIP6 [-] 0.0969 0.0969 0.0673 0.0296 0.0920 1.19 0.876 0.679 0.863 0.963 0.823
CMCC-ESM2_BARPA [-] 0.0696 0.0696 0.0683 0.00123 0.0752 1.31 0.977 0.773 0.850 0.927 0.876
CMCC-ESM2_CCAM [-] 0.0833 0.0833 0.0683 0.0150 0.0743 1.07 0.946 0.778 0.882 0.983 0.886
CMCC-ESM2_CMIP6 [-] 0.110 0.110 0.0673 0.0428 0.0955 0.731 0.827 0.684 0.930 0.846 0.786
CNRM-ESM2-1_CCAM [-] 0.0743 0.0743 0.0683 0.00600 0.0684 1.27 0.963 0.789 0.843 0.847 0.860
CNRM-ESM2-1_CMIP6 [-] 0.0675 0.0675 0.0676 -8.93e-05 0.0651 1.50 0.954 0.740 0.819 0.906 0.854
EC-Earth3_BARPA [-] 0.0619 0.0619 0.0683 -0.00645 0.0628 0.790 0.972 0.802 0.918 0.973 0.909
EC-Earth3_CCAM [-] 0.0728 0.0728 0.0683 0.00450 0.0700 1.40 0.973 0.783 0.825 0.983 0.881
EC-Earth3_CMIP6 [-] 0.0690 0.0690 0.0679 0.00114 0.0606 0.819 0.971 0.785 0.928 0.952 0.878
ERA5_BARPA [-] 0.0746 0.0746 0.0683 0.00624 0.0672 1.26 0.975 0.792 0.846 0.995 0.892
ERA5_CCAM [-] 0.0813 0.0813 0.0683 0.0130 0.0652 1.12 0.951 0.800 0.868 0.963 0.888
MPI-ESM1-2-HR_BARPA [-] 0.0509 0.0509 0.0683 -0.0175 0.0662 0.917 0.939 0.799 0.901 0.984 0.897
MPI-ESM1-2-HR_CMIP6 [-] 0.0335 0.0335 0.0689 -0.0354 0.0720 2.53 0.859 0.770 0.604 0.978 0.790
NorESM2-MM_BARPA [-] 0.0774 0.0774 0.0683 0.00905 0.0714 1.04 0.967 0.780 0.876 0.986 0.891
NorESM2-MM_CCAM [-] 0.0781 0.0781 0.0683 0.00985 0.0690 0.949 0.954 0.788 0.895 0.832 0.870
NorESM2-MM_CMIP6 [-] 0.0957 0.0957 0.0673 0.0284 0.0759 1.30 0.878 0.730 0.835 0.995 0.834
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0577
ACCESS-CM2_BARPA [-] 0.0662 0.0654 0.0579 0.0786 0.00745 0.0802 0.954 0.962 0.753 0.914 0.979 0.881
ACCESS-CM2_CCAM [-] 0.0697 0.0688 0.0578 0.0808 0.0110 0.0664 0.748 0.947 0.795 0.936 0.981 0.880
ACCESS-CM2_CMIP6 [-] 0.0721 0.0721 0.0598 0.0123 0.0843 0.884 0.931 0.690 0.913 0.927 0.808
ACCESS-ESM1-5_BARPA [-] 0.0684 0.0678 0.0579 0.0770 0.00988 0.0708 0.620 0.955 0.779 0.952 0.929 0.894
ACCESS-ESM1-5_CCAM [-] 0.0772 0.0765 0.0578 0.0861 0.0187 0.0699 0.770 0.929 0.787 0.935 0.957 0.894
ACCESS-ESM1-5_CMIP6 [-] 0.0797 0.0797 0.0586 0.0211 0.0796 0.669 0.905 0.708 0.948 0.986 0.868
CESM2_BARPA [-] 0.0535 0.0530 0.0579 0.0601 -0.00489 0.0610 0.675 0.976 0.805 0.946 0.894 0.892
CESM2_CCAM [-] 0.0492 0.0482 0.0578 0.0625 -0.00966 0.0610 0.795 0.960 0.808 0.932 0.991 0.914
CESM2_CMIP6 [-] 0.0756 0.0756 0.0585 0.0171 0.0687 0.663 0.926 0.753 0.936 0.990 0.888
CMCC-ESM2_BARPA [-] 0.0536 0.0529 0.0579 0.0625 -0.00498 0.0678 0.819 0.967 0.786 0.929 0.967 0.888
CMCC-ESM2_CCAM [-] 0.0836 0.0825 0.0578 0.0983 0.0247 0.0765 0.725 0.910 0.773 0.937 0.973 0.883
CMCC-ESM2_CMIP6 [-] 0.107 0.107 0.0585 0.0485 0.122 0.643 0.807 0.618 0.949 0.980 0.819
CNRM-ESM2-1_CCAM [-] 0.0799 0.0786 0.0578 0.0962 0.0208 0.0725 0.782 0.922 0.782 0.927 0.985 0.891
CNRM-ESM2-1_CMIP6 [-] 0.0418 0.0418 0.0588 -0.0169 0.0610 0.765 0.920 0.775 0.941 0.960 0.881
EC-Earth3_BARPA [-] 0.0581 0.0573 0.0579 0.0699 -0.000603 0.0600 0.712 0.976 0.808 0.939 0.985 0.912
EC-Earth3_CCAM [-] 0.0785 0.0772 0.0578 0.0956 0.0193 0.0695 0.615 0.929 0.790 0.946 0.984 0.903
EC-Earth3_CMIP6 [-] 0.0774 0.0772 0.0584 0.100 0.0187 0.0768 0.581 0.927 0.746 0.953 0.934 0.882
ERA5_BARPA [-] 0.0661 0.0655 0.0579 0.0763 0.00753 0.0705 0.818 0.965 0.779 0.927 0.965 0.895
ERA5_CCAM [-] 0.0821 0.0810 0.0578 0.0957 0.0232 0.0710 0.637 0.917 0.786 0.942 0.992 0.901
MPI-ESM1-2-HR_BARPA [-] 0.0503 0.0493 0.0579 0.0657 -0.00863 0.0652 0.756 0.962 0.795 0.936 0.981 0.900
MPI-ESM1-2-HR_CMIP6 [-] 0.0326 0.0322 0.0583 0.0737 -0.0261 0.0700 1.02 0.892 0.767 0.893 0.968 0.867
NorESM2-MM_BARPA [-] 0.0653 0.0646 0.0579 0.0749 0.00671 0.0636 0.676 0.967 0.797 0.939 0.974 0.904
NorESM2-MM_CCAM [-] 0.0813 0.0804 0.0578 0.0924 0.0226 0.0686 0.620 0.917 0.793 0.945 0.956 0.891
NorESM2-MM_CMIP6 [-] 0.0903 0.0903 0.0585 0.0318 0.0788 0.550 0.869 0.733 0.956 0.994 0.872
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0561
ACCESS-CM2_BARPA [-] 0.0647 0.0647 0.0562 0.00851 0.0637 1.82 0.964 0.766 0.734 0.988 0.852
ACCESS-CM2_CCAM [-] 0.0610 0.0610 0.0561 0.00488 0.0629 1.73 0.969 0.770 0.766 0.993 0.863
ACCESS-CM2_CMIP6 [-] 0.0707 0.0707 0.0566 0.0141 0.0680 1.74 0.921 0.685 0.773 0.992 0.825
ACCESS-ESM1-5_BARPA [-] 0.0585 0.0585 0.0562 0.00225 0.0591 1.55 0.984 0.778 0.807 0.998 0.879
ACCESS-ESM1-5_CCAM [-] 0.0548 0.0548 0.0561 -0.00130 0.0630 1.60 0.978 0.770 0.786 0.994 0.870
ACCESS-ESM1-5_CMIP6 [-] 0.0683 0.0683 0.0583 0.0100 0.0751 0.773 0.923 0.667 0.921 0.885 0.829
CESM2_BARPA [-] 0.0627 0.0627 0.0562 0.00650 0.0647 1.67 0.972 0.760 0.782 0.977 0.860
CESM2_CCAM [-] 0.0466 0.0466 0.0561 -0.00956 0.0542 1.37 0.957 0.802 0.823 0.990 0.883
CESM2_CMIP6 [-] 0.0742 0.0742 0.0576 0.0167 0.0819 1.41 0.914 0.662 0.842 0.984 0.829
CMCC-ESM2_BARPA [-] 0.0592 0.0592 0.0562 0.00298 0.0625 2.57 0.984 0.766 0.589 0.996 0.826
CMCC-ESM2_CCAM [-] 0.0730 0.0730 0.0561 0.0169 0.0708 1.87 0.927 0.750 0.735 0.992 0.840
CMCC-ESM2_CMIP6 [-] 0.0742 0.0742 0.0576 0.0166 0.0653 1.93 0.909 0.722 0.728 0.980 0.822
CNRM-ESM2-1_CCAM [-] 0.0576 0.0576 0.0561 0.00141 0.0610 1.62 0.979 0.774 0.792 0.963 0.866
CNRM-ESM2-1_CMIP6 [-] 0.0560 0.0560 0.0575 -0.00144 0.0498 1.65 0.962 0.764 0.751 0.916 0.839
EC-Earth3_BARPA [-] 0.0484 0.0484 0.0562 -0.00779 0.0534 1.40 0.968 0.800 0.818 0.985 0.883
EC-Earth3_CCAM [-] 0.0542 0.0542 0.0561 -0.00193 0.0598 1.40 0.986 0.779 0.827 0.970 0.878
EC-Earth3_CMIP6 [-] 0.0478 0.0478 0.0570 -0.00923 0.0565 0.879 0.953 0.767 0.891 0.996 0.887
ERA5_BARPA [-] 0.0633 0.0633 0.0562 0.00702 0.0600 1.51 0.968 0.777 0.799 0.998 0.873
ERA5_CCAM [-] 0.0628 0.0628 0.0561 0.00668 0.0569 1.46 0.964 0.789 0.800 0.982 0.873
MPI-ESM1-2-HR_BARPA [-] 0.0535 0.0535 0.0562 -0.00270 0.0590 1.44 0.979 0.781 0.801 0.988 0.875
MPI-ESM1-2-HR_CMIP6 [-] 0.0360 0.0360 0.0559 -0.0199 0.0498 1.46 0.901 0.792 0.803 0.991 0.863
NorESM2-MM_BARPA [-] 0.0690 0.0690 0.0562 0.0128 0.0691 2.40 0.947 0.748 0.626 0.977 0.816
NorESM2-MM_CCAM [-] 0.0671 0.0671 0.0561 0.0109 0.0662 1.29 0.951 0.762 0.825 0.990 0.869
NorESM2-MM_CMIP6 [-] 0.0795 0.0795 0.0576 0.0219 0.0715 1.23 0.888 0.705 0.841 0.939 0.828
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0297
ACCESS-CM2_BARPA [-] 0.0412 0.0407 0.0296 0.0423 0.0112 0.0509 1.13 0.936 0.760 0.870 0.976 0.865
ACCESS-CM2_CCAM [-] 0.0434 0.0429 0.0296 0.0446 0.0133 0.0505 1.15 0.924 0.768 0.867 0.901 0.863
ACCESS-CM2_CMIP6 [-] 0.0434 0.0435 0.0292 0.0428 0.0143 0.0519 0.922 0.901 0.711 0.908 0.959 0.851
ACCESS-ESM1-5_BARPA [-] 0.0399 0.0394 0.0296 0.0410 0.00982 0.0512 1.06 0.943 0.758 0.889 0.963 0.877
ACCESS-ESM1-5_CCAM [-] 0.0390 0.0397 0.0296 0.0377 0.0101 0.0493 1.15 0.929 0.773 0.867 0.656 0.839
ACCESS-ESM1-5_CMIP6 [-] 0.0444 0.0448 0.0291 0.0421 0.0157 0.0547 1.01 0.891 0.695 0.895 0.856 0.838
CESM2_BARPA [-] 0.0335 0.0337 0.0296 0.0333 0.00410 0.0455 1.17 0.966 0.779 0.868 0.978 0.887
CESM2_CCAM [-] 0.0221 0.0235 0.0296 0.0194 -0.00608 0.0434 1.42 0.967 0.791 0.817 0.948 0.860
CESM2_CMIP6 [-] 0.0425 0.0431 0.0292 0.0395 0.0139 0.0557 1.02 0.901 0.706 0.903 0.811 0.839
CMCC-ESM2_BARPA [-] 0.0340 0.0333 0.0296 0.0355 0.00374 0.0510 1.81 0.970 0.754 0.740 0.935 0.841
CMCC-ESM2_CCAM [-] 0.0582 0.0566 0.0296 0.0615 0.0270 0.0635 1.54 0.858 0.730 0.792 0.937 0.824
CMCC-ESM2_CMIP6 [-] 0.0643 0.0639 0.0292 0.0661 0.0346 0.0733 1.17 0.795 0.665 0.862 0.563 0.755
CNRM-ESM2-1_CCAM [-] 0.0457 0.0455 0.0296 0.0461 0.0159 0.0516 1.18 0.913 0.765 0.863 0.908 0.857
CNRM-ESM2-1_CMIP6 [-] 0.0217 0.0223 0.0289 0.0187 -0.00665 0.0365 0.991 0.956 0.784 0.900 0.695 0.833
EC-Earth3_BARPA [-] 0.0262 0.0267 0.0296 0.0251 -0.00282 0.0393 1.00 0.977 0.806 0.896 0.975 0.893
EC-Earth3_CCAM [-] 0.0384 0.0388 0.0296 0.0376 0.00919 0.0479 1.10 0.943 0.775 0.877 0.855 0.865
EC-Earth3_CMIP6 [-] 0.0306 0.0310 0.0293 0.0293 0.00168 0.0410 0.861 0.957 0.782 0.915 0.851 0.874
ERA5_BARPA [-] 0.0395 0.0392 0.0296 0.0402 0.00963 0.0488 1.25 0.945 0.768 0.846 0.985 0.876
ERA5_CCAM [-] 0.0428 0.0432 0.0296 0.0421 0.0136 0.0506 1.18 0.923 0.768 0.861 0.782 0.851
MPI-ESM1-2-HR_BARPA [-] 0.0267 0.0263 0.0296 0.0275 -0.00329 0.0415 0.974 0.976 0.797 0.898 0.871 0.873
MPI-ESM1-2-HR_CMIP6 [-] 0.0127 0.0129 0.0294 0.0117 -0.0165 0.0451 1.64 0.898 0.765 0.788 0.865 0.810
NorESM2-MM_BARPA [-] 0.0424 0.0415 0.0296 0.0443 0.0119 0.0564 2.09 0.932 0.736 0.687 0.957 0.822
NorESM2-MM_CCAM [-] 0.0514 0.0507 0.0296 0.0527 0.0211 0.0565 1.25 0.886 0.751 0.845 0.969 0.850
NorESM2-MM_CMIP6 [-] 0.0567 0.0570 0.0292 0.0555 0.0277 0.0629 0.937 0.827 0.691 0.901 0.927 0.835
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.105
ACCESS-CM2_BARPA [-] 0.114 0.114 0.105 0.00842 0.0946 2.61 0.968 0.750 0.581 0.965 0.808
ACCESS-CM2_CCAM [-] 0.0974 0.0974 0.105 -0.00734 0.0891 2.51 0.966 0.763 0.604 0.996 0.816
ACCESS-CM2_CMIP6 [-] 0.103 0.103 0.106 -0.00319 0.0913 2.90 0.968 0.685 0.521 0.951 0.785
ACCESS-ESM1-5_BARPA [-] 0.105 0.105 0.105 -0.000550 0.0847 2.30 0.970 0.774 0.647 0.943 0.828
ACCESS-ESM1-5_CCAM [-] 0.0986 0.0986 0.105 -0.00616 0.0982 2.51 0.963 0.743 0.610 0.966 0.812
ACCESS-ESM1-5_CMIP6 [-] 0.0919 0.0919 0.0967 -0.00472 0.0991 2.82 0.966 0.648 0.561 0.870 0.765
CESM2_BARPA [-] 0.117 0.117 0.105 0.0114 0.0939 2.29 0.959 0.753 0.644 0.960 0.817
CESM2_CCAM [-] 0.105 0.105 0.105 0.000645 0.0990 2.40 0.953 0.744 0.619 0.890 0.809
CESM2_CMIP6 [-] 0.114 0.114 0.101 0.0128 0.104 1.57 0.942 0.662 0.768 0.970 0.772
CMCC-ESM2_BARPA [-] 0.112 0.112 0.105 0.00629 0.0900 2.43 0.968 0.760 0.622 0.982 0.824
CMCC-ESM2_CCAM [-] 0.111 0.111 0.105 0.00655 0.0913 2.65 0.959 0.759 0.581 0.965 0.798
CMCC-ESM2_CMIP6 [-] 0.111 0.111 0.101 0.0100 0.0855 2.82 0.916 0.720 0.553 0.945 0.709
CNRM-ESM2-1_CCAM [-] 0.0962 0.0962 0.105 -0.00859 0.0900 2.42 0.965 0.764 0.616 0.993 0.821
CNRM-ESM2-1_CMIP6 [-] 0.126 0.126 0.113 0.0129 0.0923 2.95 0.904 0.703 0.536 0.936 0.739
EC-Earth3_BARPA [-] 0.0984 0.0984 0.105 -0.00679 0.0807 2.18 0.969 0.782 0.649 0.993 0.844
EC-Earth3_CCAM [-] 0.0982 0.0982 0.105 -0.00659 0.0826 2.29 0.964 0.779 0.641 0.993 0.825
EC-Earth3_CMIP6 [-] 0.102 0.102 0.104 -0.00241 0.0954 2.51 0.955 0.709 0.591 0.981 0.757
ERA5_BARPA [-] 0.111 0.111 0.105 0.00617 0.0801 2.22 0.971 0.782 0.649 0.996 0.842
ERA5_CCAM [-] 0.100 0.100 0.105 -0.00458 0.0764 2.26 0.967 0.794 0.649 0.935 0.832
MPI-ESM1-2-HR_BARPA [-] 0.107 0.107 0.105 0.00205 0.0916 2.28 0.964 0.759 0.646 0.895 0.817
MPI-ESM1-2-HR_CMIP6 [-] 0.0913 0.0913 0.109 -0.0173 0.0837 3.18 0.911 0.740 0.468 0.983 0.731
NorESM2-MM_BARPA [-] 0.120 0.120 0.105 0.0148 0.0954 2.72 0.952 0.750 0.556 0.992 0.799
NorESM2-MM_CCAM [-] 0.105 0.105 0.105 0.000704 0.0921 2.29 0.974 0.755 0.640 0.997 0.827
NorESM2-MM_CMIP6 [-] 0.114 0.114 0.101 0.0129 0.110 2.45 0.944 0.643 0.647 0.903 0.747
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0566
ACCESS-CM2_BARPA [-] 0.0559 0.0560 0.0564 0.0444 -0.000443 0.0668 1.58 0.978 0.762 0.791 0.934 0.856
ACCESS-CM2_CCAM [-] 0.0473 0.0474 0.0565 0.0380 -0.00915 0.0555 1.70 0.964 0.802 0.761 0.900 0.852
ACCESS-CM2_CMIP6 [-] 0.0509 0.0509 0.0562 -0.00528 0.0648 1.28 0.964 0.712 0.849 0.865 0.832
ACCESS-ESM1-5_BARPA [-] 0.0473 0.0473 0.0564 0.0389 -0.00911 0.0646 1.59 0.964 0.771 0.796 0.840 0.842
ACCESS-ESM1-5_CCAM [-] 0.0393 0.0394 0.0565 0.0288 -0.0171 0.0601 1.71 0.934 0.794 0.766 0.931 0.850
ACCESS-ESM1-5_CMIP6 [-] 0.0437 0.0437 0.0553 -0.0116 0.0583 2.56 0.941 0.739 0.571 0.917 0.799
CESM2_BARPA [-] 0.0544 0.0545 0.0564 0.0380 -0.00191 0.0614 1.72 0.978 0.779 0.762 0.993 0.865
CESM2_CCAM [-] 0.0500 0.0501 0.0565 0.0295 -0.00638 0.0660 1.96 0.963 0.772 0.715 0.927 0.842
CESM2_CMIP6 [-] 0.0483 0.0483 0.0566 -0.00833 0.0617 1.81 0.955 0.742 0.728 0.958 0.842
CMCC-ESM2_BARPA [-] 0.0509 0.0509 0.0564 0.0377 -0.00550 0.0714 2.26 0.974 0.749 0.657 0.956 0.822
CMCC-ESM2_CCAM [-] 0.0615 0.0616 0.0565 0.0545 0.00502 0.0663 2.02 0.968 0.766 0.704 0.916 0.814
CMCC-ESM2_CMIP6 [-] 0.0570 0.0570 0.0566 0.000321 0.0647 1.45 0.972 0.726 0.817 0.679 0.812
CNRM-ESM2-1_CCAM [-] 0.0526 0.0526 0.0565 0.0453 -0.00393 0.0593 1.85 0.974 0.790 0.727 0.787 0.819
CNRM-ESM2-1_CMIP6 [-] 0.0471 0.0471 0.0549 -0.00778 0.0568 1.47 0.952 0.753 0.797 0.992 0.858
EC-Earth3_BARPA [-] 0.0466 0.0466 0.0564 0.0318 -0.00979 0.0661 1.79 0.961 0.770 0.756 0.942 0.851
EC-Earth3_CCAM [-] 0.0502 0.0503 0.0565 0.0370 -0.00623 0.0615 1.62 0.971 0.782 0.776 0.951 0.862
EC-Earth3_CMIP6 [-] 0.0458 0.0458 0.0564 -0.0106 0.0643 1.94 0.952 0.752 0.711 0.986 0.847
ERA5_BARPA [-] 0.0578 0.0578 0.0564 0.0467 0.00142 0.0590 1.54 0.978 0.786 0.784 0.899 0.859
ERA5_CCAM [-] 0.0487 0.0488 0.0565 0.0378 -0.00777 0.0552 1.62 0.968 0.801 0.772 0.894 0.852
MPI-ESM1-2-HR_BARPA [-] 0.0489 0.0489 0.0564 0.0323 -0.00748 0.0636 1.77 0.968 0.774 0.743 0.976 0.859
MPI-ESM1-2-HR_CMIP6 [-] 0.0259 0.0259 0.0551 -0.0292 0.0558 1.99 0.866 0.797 0.704 0.734 0.779
NorESM2-MM_BARPA [-] 0.0611 0.0611 0.0564 0.0476 0.00470 0.0693 1.87 0.971 0.754 0.743 0.967 0.835
NorESM2-MM_CCAM [-] 0.0513 0.0514 0.0565 0.0441 -0.00517 0.0632 1.50 0.968 0.777 0.802 0.875 0.842
NorESM2-MM_CMIP6 [-] 0.0560 0.0560 0.0566 -0.000610 0.0645 1.61 0.964 0.727 0.788 0.932 0.845
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0926
ACCESS-CM2_BARPA [-] 0.0846 0.0851 0.0923 0.0777 -0.00712 0.0942 0.939 0.962 0.775 0.906 0.872 0.867
ACCESS-CM2_CCAM [-] 0.0705 0.0702 0.0924 0.0739 -0.0222 0.0891 1.01 0.937 0.790 0.900 0.984 0.890
ACCESS-CM2_CMIP6 [-] 0.0698 0.0698 0.0908 -0.0211 0.107 0.592 0.933 0.699 0.962 0.489 0.762
ACCESS-ESM1-5_BARPA [-] 0.0925 0.0927 0.0923 0.0886 0.000488 0.0923 0.794 0.965 0.776 0.935 0.899 0.881
ACCESS-ESM1-5_CCAM [-] 0.0927 0.0922 0.0924 0.0986 -0.000228 0.0792 0.723 0.971 0.807 0.931 0.963 0.906
ACCESS-ESM1-5_CMIP6 [-] 0.109 0.109 0.0907 0.0181 0.0822 0.983 0.935 0.740 0.937 0.715 0.822
CESM2_BARPA [-] 0.0723 0.0727 0.0923 0.0669 -0.0196 0.0827 0.769 0.944 0.802 0.939 0.978 0.903
CESM2_CCAM [-] 0.0901 0.0908 0.0924 0.0833 -0.00160 0.0765 0.877 0.972 0.811 0.915 0.990 0.910
CESM2_CMIP6 [-] 0.0960 0.0960 0.0881 0.00790 0.0754 0.550 0.968 0.767 0.952 0.997 0.904
CMCC-ESM2_BARPA [-] 0.0697 0.0699 0.0923 0.0669 -0.0224 0.0785 0.925 0.937 0.814 0.909 0.960 0.895
CMCC-ESM2_CCAM [-] 0.0976 0.0974 0.0924 0.0995 0.00503 0.0784 0.744 0.967 0.809 0.930 0.990 0.911
CMCC-ESM2_CMIP6 [-] 0.119 0.119 0.0881 0.0313 0.114 0.440 0.895 0.685 0.972 0.985 0.862
CNRM-ESM2-1_CCAM [-] 0.0798 0.0789 0.0924 0.0889 -0.0135 0.0823 0.828 0.954 0.803 0.928 0.971 0.902
CNRM-ESM2-1_CMIP6 [-] 0.0623 0.0623 0.0858 -0.0235 0.0722 0.826 0.922 0.791 0.898 0.987 0.887
EC-Earth3_BARPA [-] 0.0790 0.0791 0.0923 0.0780 -0.0132 0.0817 0.896 0.962 0.802 0.910 0.970 0.899
EC-Earth3_CCAM [-] 0.0987 0.0983 0.0924 0.103 0.00592 0.0788 0.857 0.966 0.806 0.914 0.984 0.905
EC-Earth3_CMIP6 [-] 0.111 0.111 0.0895 0.0216 0.0942 0.760 0.934 0.750 0.936 0.994 0.886
ERA5_BARPA [-] 0.0897 0.0900 0.0923 0.0860 -0.00227 0.0882 1.14 0.972 0.786 0.864 0.963 0.884
ERA5_CCAM [-] 0.0969 0.0966 0.0924 0.100 0.00419 0.0791 0.981 0.971 0.806 0.902 0.988 0.904
MPI-ESM1-2-HR_BARPA [-] 0.0709 0.0714 0.0923 0.0651 -0.0209 0.0768 0.754 0.937 0.818 0.930 0.892 0.886
MPI-ESM1-2-HR_CMIP6 [-] 0.0384 0.0384 0.0887 -0.0503 0.0976 0.855 0.845 0.770 0.930 0.889 0.849
NorESM2-MM_BARPA [-] 0.0890 0.0893 0.0923 0.0856 -0.00301 0.0804 0.815 0.971 0.802 0.927 0.993 0.910
NorESM2-MM_CCAM [-] 0.110 0.111 0.0924 0.107 0.0183 0.0868 1.01 0.947 0.795 0.891 0.985 0.892
NorESM2-MM_CMIP6 [-] 0.114 0.114 0.0881 0.0256 0.117 1.79 0.913 0.672 0.786 0.948 0.812
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0536
ACCESS-CM2_BARPA [-] 0.0757 0.0596 0.0537 0.0890 0.00584 0.0669 1.32 0.954 0.762 0.834 0.960 0.855
ACCESS-CM2_CCAM [-] 0.0708 0.0585 0.0537 0.0807 0.00478 0.0633 1.30 0.939 0.777 0.836 0.879 0.842
ACCESS-CM2_CMIP6 [-] 0.0807 0.0633 0.0555 0.100 0.00780 0.0711 1.25 0.928 0.709 0.847 0.938 0.826
ACCESS-ESM1-5_BARPA [-] 0.0710 0.0575 0.0537 0.0821 0.00378 0.0643 1.21 0.953 0.769 0.857 0.954 0.860
ACCESS-ESM1-5_CCAM [-] 0.0762 0.0593 0.0537 0.0896 0.00567 0.0643 1.29 0.936 0.776 0.841 0.962 0.858
ACCESS-ESM1-5_CMIP6 [-] 0.0931 0.0711 0.0555 0.120 0.0156 0.0741 1.16 0.907 0.699 0.859 0.968 0.826
CESM2_BARPA [-] 0.0681 0.0534 0.0537 0.0802 -0.000328 0.0606 1.30 0.968 0.781 0.839 0.977 0.869
CESM2_CCAM [-] 0.0762 0.0481 0.0537 0.0987 -0.00553 0.0589 1.36 0.963 0.791 0.827 0.980 0.870
CESM2_CMIP6 [-] 0.0881 0.0688 0.0552 0.109 0.0136 0.0720 1.24 0.918 0.716 0.850 0.981 0.836
CMCC-ESM2_BARPA [-] 0.0673 0.0519 0.0537 0.0799 -0.00182 0.0646 1.69 0.967 0.766 0.763 0.972 0.847
CMCC-ESM2_CCAM [-] 0.0876 0.0733 0.0537 0.0991 0.0196 0.0726 1.46 0.900 0.751 0.805 0.918 0.825
CMCC-ESM2_CMIP6 [-] 0.104 0.0863 0.0552 0.123 0.0311 0.0894 1.24 0.841 0.678 0.846 0.951 0.799
CNRM-ESM2-1_CCAM [-] 0.0752 0.0620 0.0537 0.0857 0.00836 0.0654 1.35 0.929 0.773 0.827 0.896 0.840
CNRM-ESM2-1_CMIP6 [-] 0.0646 0.0455 0.0550 0.0883 -0.00948 0.0547 1.18 0.946 0.774 0.861 0.975 0.866
EC-Earth3_BARPA [-] 0.0640 0.0477 0.0537 0.0774 -0.00598 0.0561 1.17 0.969 0.798 0.861 0.973 0.880
EC-Earth3_CCAM [-] 0.0757 0.0602 0.0537 0.0882 0.00650 0.0631 1.23 0.946 0.778 0.848 0.963 0.863
EC-Earth3_CMIP6 [-] 0.0805 0.0578 0.0542 0.103 0.00362 0.0630 1.12 0.948 0.763 0.864 0.973 0.862
ERA5_BARPA [-] 0.0726 0.0586 0.0537 0.0842 0.00487 0.0615 1.34 0.959 0.777 0.828 0.958 0.860
ERA5_CCAM [-] 0.0745 0.0632 0.0537 0.0835 0.00948 0.0624 1.27 0.933 0.781 0.839 0.949 0.856
MPI-ESM1-2-HR_BARPA [-] 0.0630 0.0459 0.0537 0.0771 -0.00783 0.0585 1.18 0.964 0.791 0.857 0.977 0.876
MPI-ESM1-2-HR_CMIP6 [-] 0.0555 0.0327 0.0547 0.0788 -0.0220 0.0633 1.60 0.895 0.767 0.784 0.936 0.830
NorESM2-MM_BARPA [-] 0.0791 0.0618 0.0537 0.0932 0.00810 0.0664 1.73 0.950 0.759 0.754 0.976 0.839
NorESM2-MM_CCAM [-] 0.0783 0.0667 0.0537 0.0876 0.0130 0.0673 1.27 0.918 0.766 0.838 0.897 0.837
NorESM2-MM_CMIP6 [-] 0.0965 0.0790 0.0552 0.116 0.0238 0.0769 1.23 0.873 0.708 0.846 0.955 0.818
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0856
ACCESS-CM2_BARPA [-] 0.0876 0.0775 0.0844 0.0899 -0.00690 0.102 1.05 0.962 0.741 0.898 0.985 0.866
ACCESS-CM2_CCAM [-] 0.0966 0.0872 0.0850 0.0986 0.00223 0.0959 1.02 0.957 0.758 0.905 0.986 0.873
ACCESS-CM2_CMIP6 [-] 0.101 0.0790 0.0827 0.108 -0.00365 0.114 1.22 0.959 0.665 0.868 0.989 0.829
ACCESS-ESM1-5_BARPA [-] 0.0781 0.0774 0.0844 0.0782 -0.00696 0.0918 0.920 0.957 0.765 0.919 0.934 0.868
ACCESS-ESM1-5_CCAM [-] 0.102 0.101 0.0850 0.102 0.0160 0.0962 0.940 0.948 0.758 0.912 0.993 0.874
ACCESS-ESM1-5_CMIP6 [-] 0.128 0.109 0.0843 0.135 0.0251 0.115 0.870 0.907 0.680 0.935 0.611 0.762
CESM2_BARPA [-] 0.0672 0.0617 0.0844 0.0684 -0.0227 0.0818 0.812 0.935 0.795 0.925 0.976 0.885
CESM2_CCAM [-] 0.112 0.0906 0.0850 0.117 0.00558 0.0854 0.912 0.948 0.784 0.913 0.836 0.853
CESM2_CMIP6 [-] 0.118 0.103 0.0821 0.123 0.0206 0.0935 1.01 0.930 0.732 0.877 0.994 0.853
CMCC-ESM2_BARPA [-] 0.0677 0.0580 0.0844 0.0698 -0.0264 0.0866 0.871 0.923 0.787 0.922 0.933 0.870
CMCC-ESM2_CCAM [-] 0.122 0.112 0.0850 0.124 0.0266 0.0935 0.832 0.922 0.771 0.919 0.948 0.866
CMCC-ESM2_CMIP6 [-] 0.148 0.122 0.0821 0.156 0.0398 0.122 0.821 0.868 0.674 0.920 0.994 0.826
CNRM-ESM2-1_CCAM [-] 0.100 0.101 0.0850 0.100 0.0165 0.0934 0.968 0.934 0.767 0.913 0.871 0.850
CNRM-ESM2-1_CMIP6 [-] 0.0853 0.0614 0.0801 0.0950 -0.0187 0.0741 0.827 0.932 0.777 0.932 0.945 0.873
EC-Earth3_BARPA [-] 0.0729 0.0706 0.0844 0.0735 -0.0137 0.0809 0.855 0.954 0.792 0.912 0.988 0.887
EC-Earth3_CCAM [-] 0.112 0.111 0.0850 0.113 0.0257 0.0949 0.916 0.924 0.765 0.899 0.993 0.870
EC-Earth3_CMIP6 [-] 0.126 0.113 0.0835 0.130 0.0297 0.108 0.843 0.906 0.716 0.917 0.993 0.850
ERA5_BARPA [-] 0.0808 0.0778 0.0844 0.0815 -0.00654 0.0838 1.01 0.962 0.783 0.897 0.974 0.880
ERA5_CCAM [-] 0.108 0.113 0.0850 0.106 0.0282 0.0928 0.960 0.917 0.773 0.894 0.910 0.853
MPI-ESM1-2-HR_BARPA [-] 0.0709 0.0668 0.0844 0.0718 -0.0176 0.0819 0.859 0.946 0.791 0.922 0.990 0.888
MPI-ESM1-2-HR_CMIP6 [-] 0.0871 0.0617 0.0821 0.0956 -0.0204 0.107 0.948 0.915 0.717 0.916 0.716 0.796
NorESM2-MM_BARPA [-] 0.0889 0.0784 0.0844 0.0913 -0.00596 0.0830 0.897 0.964 0.785 0.901 0.966 0.880
NorESM2-MM_CCAM [-] 0.105 0.105 0.0850 0.105 0.0205 0.0797 0.837 0.938 0.798 0.911 0.977 0.884
NorESM2-MM_CMIP6 [-] 0.134 0.120 0.0821 0.138 0.0384 0.105 1.13 0.874 0.720 0.862 0.988 0.833
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0548
ACCESS-CM2_BARPA [-] 0.0634 0.0634 0.0549 0.00847 0.0602 1.13 0.964 0.777 0.881 0.996 0.879
ACCESS-CM2_CCAM [-] 0.0673 0.0673 0.0549 0.0124 0.0658 1.13 0.948 0.764 0.864 0.985 0.865
ACCESS-CM2_CMIP6 [-] 0.0744 0.0744 0.0544 0.0201 0.0610 1.69 0.885 0.710 0.778 0.951 0.807
ACCESS-ESM1-5_BARPA [-] 0.0646 0.0646 0.0549 0.00971 0.0589 1.30 0.958 0.782 0.844 0.956 0.865
ACCESS-ESM1-5_CCAM [-] 0.0731 0.0731 0.0549 0.0182 0.0703 1.32 0.925 0.755 0.846 0.988 0.854
ACCESS-ESM1-5_CMIP6 [-] 0.0823 0.0823 0.0557 0.0266 0.0719 0.539 0.856 0.684 0.965 0.791 0.796
CESM2_BARPA [-] 0.0607 0.0607 0.0549 0.00582 0.0607 1.47 0.974 0.774 0.812 0.998 0.866
CESM2_CCAM [-] 0.0485 0.0485 0.0549 -0.00641 0.0526 1.07 0.973 0.804 0.884 0.965 0.886
CESM2_CMIP6 [-] 0.0800 0.0800 0.0551 0.0248 0.0894 1.76 0.874 0.631 0.764 0.999 0.780
CMCC-ESM2_BARPA [-] 0.0566 0.0566 0.0549 0.00168 0.0601 1.17 0.986 0.776 0.857 0.999 0.879
CMCC-ESM2_CCAM [-] 0.0775 0.0775 0.0549 0.0226 0.0734 1.29 0.908 0.747 0.839 0.980 0.844
CMCC-ESM2_CMIP6 [-] 0.0872 0.0872 0.0551 0.0321 0.0678 0.783 0.840 0.725 0.924 0.998 0.842
CNRM-ESM2-1_CCAM [-] 0.0659 0.0659 0.0549 0.0110 0.0584 1.12 0.954 0.787 0.871 0.987 0.877
CNRM-ESM2-1_CMIP6 [-] 0.0502 0.0502 0.0547 -0.00449 0.0494 1.33 0.941 0.763 0.820 0.596 0.776
EC-Earth3_BARPA [-] 0.0446 0.0446 0.0549 -0.0103 0.0554 1.20 0.958 0.795 0.865 0.930 0.868
EC-Earth3_CCAM [-] 0.0601 0.0601 0.0549 0.00518 0.0687 1.42 0.974 0.751 0.831 0.968 0.855
EC-Earth3_CMIP6 [-] 0.0441 0.0441 0.0549 -0.0107 0.0525 1.09 0.947 0.778 0.884 0.985 0.875
ERA5_BARPA [-] 0.0600 0.0600 0.0549 0.00506 0.0639 1.96 0.977 0.764 0.715 0.997 0.844
ERA5_CCAM [-] 0.0711 0.0711 0.0549 0.0162 0.0638 1.36 0.933 0.772 0.828 0.974 0.856
MPI-ESM1-2-HR_BARPA [-] 0.0389 0.0389 0.0549 -0.0160 0.0549 1.09 0.934 0.802 0.880 0.961 0.876
MPI-ESM1-2-HR_CMIP6 [-] 0.0259 0.0259 0.0556 -0.0297 0.0558 2.10 0.856 0.784 0.697 0.986 0.821
NorESM2-MM_BARPA [-] 0.0637 0.0637 0.0549 0.00882 0.0654 1.81 0.962 0.760 0.739 0.992 0.843
NorESM2-MM_CCAM [-] 0.0699 0.0699 0.0549 0.0150 0.0686 1.15 0.937 0.756 0.872 0.927 0.850
NorESM2-MM_CMIP6 [-] 0.0844 0.0844 0.0551 0.0293 0.0710 1.90 0.852 0.708 0.727 0.942 0.787
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0586
ACCESS-CM2_BARPA [-] 0.0657 0.0657 0.0586 0.00706 0.0609 1.06 0.971 0.795 0.882 0.998 0.888
ACCESS-CM2_CCAM [-] 0.0636 0.0636 0.0586 0.00498 0.0577 1.07 0.966 0.807 0.882 0.892 0.871
ACCESS-CM2_CMIP6 [-] 0.0679 0.0679 0.0657 0.00223 0.0685 0.501 0.942 0.730 0.968 0.433 0.761
ACCESS-ESM1-5_BARPA [-] 0.0708 0.0708 0.0586 0.0121 0.0746 1.22 0.953 0.758 0.865 0.997 0.866
ACCESS-ESM1-5_CCAM [-] 0.0755 0.0755 0.0586 0.0169 0.0638 1.07 0.933 0.793 0.881 0.919 0.864
ACCESS-ESM1-5_CMIP6 [-] 0.0848 0.0848 0.0569 0.0279 0.0849 0.774 0.860 0.655 0.917 0.991 0.816
CESM2_BARPA [-] 0.0647 0.0647 0.0586 0.00604 0.0706 1.33 0.975 0.767 0.843 0.995 0.870
CESM2_CCAM [-] 0.0617 0.0617 0.0586 0.00314 0.0589 1.13 0.980 0.804 0.876 0.997 0.892
CESM2_CMIP6 [-] 0.0864 0.0864 0.0576 0.0288 0.0807 1.29 0.872 0.699 0.827 0.874 0.794
CMCC-ESM2_BARPA [-] 0.0556 0.0556 0.0586 -0.00301 0.0561 1.18 0.982 0.809 0.868 0.982 0.890
CMCC-ESM2_CCAM [-] 0.0709 0.0709 0.0586 0.0124 0.0615 1.03 0.951 0.797 0.885 0.994 0.885
CMCC-ESM2_CMIP6 [-] 0.0990 0.0990 0.0576 0.0414 0.0933 0.654 0.824 0.678 0.930 0.579 0.738
CNRM-ESM2-1_CCAM [-] 0.0681 0.0681 0.0586 0.00953 0.0637 1.25 0.956 0.791 0.844 0.803 0.837
CNRM-ESM2-1_CMIP6 [-] 0.0546 0.0546 0.0581 -0.00353 0.0631 1.88 0.965 0.732 0.759 0.937 0.825
EC-Earth3_BARPA [-] 0.0503 0.0503 0.0586 -0.00834 0.0575 0.859 0.967 0.806 0.914 0.990 0.897
EC-Earth3_CCAM [-] 0.0640 0.0640 0.0586 0.00544 0.0641 1.35 0.970 0.788 0.840 0.967 0.871
EC-Earth3_CMIP6 [-] 0.0588 0.0588 0.0579 0.000923 0.0521 0.784 0.973 0.800 0.930 0.878 0.876
ERA5_BARPA [-] 0.0644 0.0644 0.0586 0.00581 0.0583 1.25 0.975 0.804 0.844 0.993 0.884
ERA5_CCAM [-] 0.0732 0.0732 0.0586 0.0146 0.0611 1.12 0.943 0.802 0.871 0.949 0.873
MPI-ESM1-2-HR_BARPA [-] 0.0421 0.0421 0.0586 -0.0165 0.0623 0.974 0.939 0.799 0.898 0.977 0.882
MPI-ESM1-2-HR_CMIP6 [-] 0.0227 0.0227 0.0594 -0.0367 0.0719 3.19 0.849 0.763 0.470 0.701 0.709
NorESM2-MM_BARPA [-] 0.0659 0.0659 0.0586 0.00727 0.0621 0.961 0.971 0.793 0.895 0.997 0.890
NorESM2-MM_CCAM [-] 0.0722 0.0722 0.0586 0.0137 0.0654 0.972 0.944 0.788 0.891 0.807 0.844
NorESM2-MM_CMIP6 [-] 0.0867 0.0867 0.0576 0.0291 0.0696 0.828 0.869 0.739 0.925 0.965 0.847
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0886
ACCESS-CM2_BARPA [-] 0.0924 0.0924 0.0888 0.00355 0.0860 0.942 0.979 0.764 0.905 0.998 0.882
ACCESS-CM2_CCAM [-] 0.0880 0.0880 0.0888 -0.000794 0.0853 1.30 0.976 0.767 0.846 0.933 0.858
ACCESS-CM2_CMIP6 [-] 0.0907 0.0907 0.0912 -0.000513 0.0874 1.26 0.973 0.699 0.860 0.760 0.798
ACCESS-ESM1-5_BARPA [-] 0.0933 0.0933 0.0888 0.00444 0.0863 1.06 0.978 0.763 0.891 0.997 0.878
ACCESS-ESM1-5_CCAM [-] 0.0991 0.0991 0.0888 0.0104 0.0902 1.53 0.965 0.756 0.818 0.996 0.858
ACCESS-ESM1-5_CMIP6 [-] 0.102 0.102 0.0849 0.0171 0.0855 0.999 0.919 0.673 0.906 0.976 0.829
CESM2_BARPA [-] 0.0969 0.0969 0.0888 0.00810 0.0993 1.12 0.973 0.735 0.880 0.996 0.864
CESM2_CCAM [-] 0.0799 0.0799 0.0888 -0.00888 0.0734 1.01 0.971 0.797 0.904 0.997 0.893
CESM2_CMIP6 [-] 0.118 0.118 0.0869 0.0310 0.115 0.983 0.883 0.640 0.937 0.906 0.801
CMCC-ESM2_BARPA [-] 0.0990 0.0990 0.0888 0.0102 0.116 1.58 0.968 0.698 0.812 0.976 0.830
CMCC-ESM2_CCAM [-] 0.109 0.109 0.0888 0.0206 0.101 1.16 0.935 0.737 0.874 0.977 0.852
CMCC-ESM2_CMIP6 [-] 0.132 0.132 0.0869 0.0456 0.0999 0.884 0.833 0.698 0.930 0.776 0.787
CNRM-ESM2-1_CCAM [-] 0.0873 0.0873 0.0888 -0.00147 0.0784 1.30 0.977 0.784 0.841 0.959 0.869
CNRM-ESM2-1_CMIP6 [-] 0.0979 0.0979 0.0899 0.00800 0.0698 0.590 0.928 0.758 0.962 0.902 0.862
EC-Earth3_BARPA [-] 0.0864 0.0864 0.0888 -0.00244 0.0742 0.643 0.981 0.795 0.928 0.964 0.892
EC-Earth3_CCAM [-] 0.0913 0.0913 0.0888 0.00253 0.0825 1.51 0.979 0.773 0.794 0.992 0.862
EC-Earth3_CMIP6 [-] 0.0907 0.0907 0.0891 0.00161 0.0789 0.893 0.966 0.753 0.926 0.760 0.832
ERA5_BARPA [-] 0.0960 0.0960 0.0888 0.00716 0.0860 1.28 0.975 0.764 0.851 0.994 0.870
ERA5_CCAM [-] 0.0985 0.0985 0.0888 0.00974 0.0739 1.12 0.966 0.796 0.864 0.974 0.879
MPI-ESM1-2-HR_BARPA [-] 0.0694 0.0694 0.0888 -0.0194 0.0745 0.797 0.941 0.799 0.909 0.977 0.885
MPI-ESM1-2-HR_CMIP6 [-] 0.0557 0.0557 0.0883 -0.0326 0.0722 1.17 0.881 0.785 0.879 0.959 0.858
NorESM2-MM_BARPA [-] 0.102 0.102 0.0888 0.0128 0.0909 1.20 0.959 0.753 0.834 0.997 0.859
NorESM2-MM_CCAM [-] 0.0905 0.0905 0.0888 0.00179 0.0768 0.901 0.974 0.788 0.905 0.956 0.882
NorESM2-MM_CMIP6 [-] 0.114 0.114 0.0869 0.0269 0.0885 2.25 0.898 0.712 0.652 0.918 0.778
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0510
ACCESS-CM2_BARPA [-] 0.0551 0.0550 0.0512 0.0638 0.00388 0.0727 1.09 0.974 0.759 0.894 0.935 0.864
ACCESS-CM2_CCAM [-] 0.0557 0.0557 0.0511 0.0666 0.00459 0.0586 0.683 0.961 0.803 0.940 0.917 0.885
ACCESS-CM2_CMIP6 [-] 0.0625 0.0625 0.0535 0.00910 0.0688 0.568 0.932 0.722 0.952 0.328 0.731
ACCESS-ESM1-5_BARPA [-] 0.0618 0.0617 0.0512 0.0725 0.0106 0.0621 0.541 0.955 0.790 0.955 0.959 0.890
ACCESS-ESM1-5_CCAM [-] 0.0714 0.0713 0.0511 0.0860 0.0202 0.0684 0.770 0.918 0.781 0.931 0.983 0.879
ACCESS-ESM1-5_CMIP6 [-] 0.0769 0.0769 0.0532 0.0237 0.0817 0.689 0.887 0.685 0.939 0.968 0.833
CESM2_BARPA [-] 0.0469 0.0469 0.0512 0.0548 -0.00430 0.0563 0.726 0.978 0.807 0.940 0.842 0.875
CESM2_CCAM [-] 0.0468 0.0467 0.0511 0.0629 -0.00438 0.0561 0.725 0.973 0.810 0.942 0.981 0.903
CESM2_CMIP6 [-] 0.0732 0.0732 0.0515 0.0217 0.0706 0.631 0.900 0.729 0.942 0.975 0.855
CMCC-ESM2_BARPA [-] 0.0425 0.0425 0.0512 0.0538 -0.00868 0.0614 0.874 0.966 0.791 0.917 0.885 0.870
CMCC-ESM2_CCAM [-] 0.0664 0.0663 0.0511 0.0858 0.0152 0.0656 0.655 0.936 0.785 0.947 0.982 0.887
CMCC-ESM2_CMIP6 [-] 0.0931 0.0931 0.0515 0.0417 0.109 0.530 0.819 0.622 0.966 0.983 0.802
CNRM-ESM2-1_CCAM [-] 0.0645 0.0644 0.0511 0.0814 0.0133 0.0610 0.630 0.940 0.799 0.944 0.981 0.893
CNRM-ESM2-1_CMIP6 [-] 0.0424 0.0424 0.0533 -0.0109 0.0601 0.796 0.931 0.757 0.938 0.832 0.843
EC-Earth3_BARPA [-] 0.0474 0.0473 0.0512 0.0632 -0.00384 0.0577 0.728 0.977 0.805 0.939 0.986 0.902
EC-Earth3_CCAM [-] 0.0648 0.0647 0.0511 0.0880 0.0136 0.0638 0.517 0.944 0.793 0.958 0.983 0.894
EC-Earth3_CMIP6 [-] 0.0627 0.0627 0.0511 0.0117 0.0597 0.478 0.950 0.782 0.968 0.895 0.875
ERA5_BARPA [-] 0.0576 0.0575 0.0512 0.0705 0.00636 0.0697 0.904 0.969 0.768 0.919 0.975 0.880
ERA5_CCAM [-] 0.0710 0.0709 0.0511 0.0904 0.0198 0.0651 0.442 0.922 0.790 0.963 0.992 0.891
MPI-ESM1-2-HR_BARPA [-] 0.0384 0.0383 0.0512 0.0527 -0.0128 0.0610 0.720 0.950 0.798 0.939 0.970 0.891
MPI-ESM1-2-HR_CMIP6 [-] 0.0220 0.0220 0.0520 -0.0300 0.0734 1.53 0.870 0.742 0.803 0.958 0.823
NorESM2-MM_BARPA [-] 0.0555 0.0554 0.0512 0.0689 0.00429 0.0551 0.608 0.976 0.809 0.946 0.962 0.900
NorESM2-MM_CCAM [-] 0.0761 0.0760 0.0511 0.0941 0.0249 0.0700 0.519 0.906 0.780 0.959 0.982 0.881
NorESM2-MM_CMIP6 [-] 0.0860 0.0860 0.0515 0.0345 0.0865 0.661 0.848 0.688 0.948 0.983 0.831
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0629
ACCESS-CM2_BARPA [-] 0.0736 0.0730 0.0629 0.0791 0.0101 0.0858 0.855 0.953 0.749 0.928 0.905 0.857
ACCESS-CM2_CCAM [-] 0.0790 0.0787 0.0629 0.0813 0.0158 0.0723 0.797 0.937 0.789 0.932 0.708 0.831
ACCESS-CM2_CMIP6 [-] 0.0783 0.0783 0.0639 0.0144 0.0943 1.09 0.931 0.670 0.888 0.924 0.816
ACCESS-ESM1-5_BARPA [-] 0.0728 0.0723 0.0629 0.0772 0.00935 0.0772 0.678 0.955 0.770 0.950 0.895 0.868
ACCESS-ESM1-5_CCAM [-] 0.0811 0.0804 0.0629 0.0861 0.0175 0.0710 0.770 0.938 0.792 0.938 0.949 0.882
ACCESS-ESM1-5_CMIP6 [-] 0.0815 0.0815 0.0620 0.0194 0.0782 0.656 0.917 0.723 0.954 0.960 0.855
CESM2_BARPA [-] 0.0579 0.0576 0.0629 0.0603 -0.00533 0.0645 0.638 0.975 0.803 0.950 0.873 0.881
CESM2_CCAM [-] 0.0508 0.0493 0.0629 0.0625 -0.0136 0.0646 0.848 0.951 0.807 0.924 0.993 0.896
CESM2_CMIP6 [-] 0.0773 0.0773 0.0633 0.0140 0.0674 0.685 0.943 0.770 0.932 0.994 0.882
CMCC-ESM2_BARPA [-] 0.0609 0.0607 0.0629 0.0628 -0.00224 0.0726 0.779 0.968 0.782 0.938 0.864 0.867
CMCC-ESM2_CCAM [-] 0.0951 0.0947 0.0629 0.0988 0.0318 0.0847 0.778 0.891 0.763 0.931 0.880 0.846
CMCC-ESM2_CMIP6 [-] 0.117 0.117 0.0633 0.0532 0.130 0.721 0.799 0.615 0.938 0.929 0.779
CNRM-ESM2-1_CCAM [-] 0.0902 0.0894 0.0629 0.0967 0.0265 0.0812 0.896 0.909 0.769 0.914 0.928 0.857
CNRM-ESM2-1_CMIP6 [-] 0.0415 0.0415 0.0621 -0.0207 0.0615 0.746 0.914 0.786 0.942 0.985 0.883
EC-Earth3_BARPA [-] 0.0653 0.0647 0.0629 0.0702 0.00179 0.0617 0.700 0.975 0.810 0.940 0.910 0.889
EC-Earth3_CCAM [-] 0.0877 0.0866 0.0629 0.0959 0.0237 0.0738 0.689 0.918 0.787 0.936 0.975 0.881
EC-Earth3_CMIP6 [-] 0.0866 0.0864 0.0632 0.100 0.0232 0.0876 0.647 0.913 0.723 0.943 0.992 0.859
ERA5_BARPA [-] 0.0719 0.0713 0.0629 0.0765 0.00840 0.0711 0.755 0.961 0.787 0.933 0.912 0.876
ERA5_CCAM [-] 0.0895 0.0886 0.0629 0.0959 0.0257 0.0754 0.783 0.912 0.784 0.926 0.995 0.880
MPI-ESM1-2-HR_BARPA [-] 0.0583 0.0574 0.0629 0.0661 -0.00554 0.0683 0.782 0.971 0.793 0.935 0.870 0.872
MPI-ESM1-2-HR_CMIP6 [-] 0.0396 0.0392 0.0626 0.0737 -0.0234 0.0676 0.665 0.907 0.785 0.953 0.965 0.879
NorESM2-MM_BARPA [-] 0.0718 0.0714 0.0629 0.0751 0.00850 0.0698 0.726 0.961 0.789 0.933 0.906 0.875
NorESM2-MM_CCAM [-] 0.0848 0.0838 0.0629 0.0924 0.0209 0.0675 0.696 0.926 0.803 0.935 0.894 0.872
NorESM2-MM_CMIP6 [-] 0.0933 0.0933 0.0633 0.0300 0.0735 0.475 0.883 0.764 0.962 0.973 0.869
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0561
ACCESS-CM2_BARPA [-] 0.0647 0.0647 0.0562 0.00851 0.0637 1.82 0.964 0.766 0.734 0.988 0.844
ACCESS-CM2_CCAM [-] 0.0610 0.0610 0.0561 0.00488 0.0629 1.73 0.969 0.770 0.766 0.993 0.854
ACCESS-CM2_CMIP6 [-] 0.0707 0.0707 0.0566 0.0141 0.0680 1.74 0.921 0.685 0.773 0.992 0.811
ACCESS-ESM1-5_BARPA [-] 0.0585 0.0585 0.0562 0.00225 0.0591 1.55 0.984 0.778 0.807 0.998 0.869
ACCESS-ESM1-5_CCAM [-] 0.0548 0.0548 0.0561 -0.00130 0.0630 1.60 0.978 0.770 0.786 0.994 0.860
ACCESS-ESM1-5_CMIP6 [-] 0.0683 0.0683 0.0583 0.0100 0.0751 0.773 0.923 0.667 0.921 0.885 0.813
CESM2_BARPA [-] 0.0627 0.0627 0.0562 0.00650 0.0647 1.67 0.972 0.760 0.782 0.977 0.850
CESM2_CCAM [-] 0.0466 0.0466 0.0561 -0.00956 0.0542 1.37 0.957 0.802 0.823 0.990 0.875
CESM2_CMIP6 [-] 0.0742 0.0742 0.0576 0.0167 0.0819 1.41 0.914 0.662 0.842 0.984 0.813
CMCC-ESM2_BARPA [-] 0.0592 0.0592 0.0562 0.00298 0.0625 2.57 0.984 0.766 0.589 0.996 0.820
CMCC-ESM2_CCAM [-] 0.0730 0.0730 0.0561 0.0169 0.0708 1.87 0.927 0.750 0.735 0.992 0.831
CMCC-ESM2_CMIP6 [-] 0.0742 0.0742 0.0576 0.0166 0.0653 1.93 0.909 0.722 0.728 0.980 0.812
CNRM-ESM2-1_CCAM [-] 0.0576 0.0576 0.0561 0.00141 0.0610 1.62 0.979 0.774 0.792 0.963 0.856
CNRM-ESM2-1_CMIP6 [-] 0.0560 0.0560 0.0575 -0.00144 0.0498 1.65 0.962 0.764 0.751 0.916 0.832
EC-Earth3_BARPA [-] 0.0484 0.0484 0.0562 -0.00779 0.0534 1.40 0.968 0.800 0.818 0.985 0.874
EC-Earth3_CCAM [-] 0.0542 0.0542 0.0561 -0.00193 0.0598 1.40 0.986 0.779 0.827 0.970 0.868
EC-Earth3_CMIP6 [-] 0.0478 0.0478 0.0570 -0.00923 0.0565 0.879 0.953 0.767 0.891 0.996 0.875
ERA5_BARPA [-] 0.0633 0.0633 0.0562 0.00702 0.0600 1.51 0.968 0.777 0.799 0.998 0.864
ERA5_CCAM [-] 0.0628 0.0628 0.0561 0.00668 0.0569 1.46 0.964 0.789 0.800 0.982 0.865
MPI-ESM1-2-HR_BARPA [-] 0.0535 0.0535 0.0562 -0.00270 0.0590 1.44 0.979 0.781 0.801 0.988 0.866
MPI-ESM1-2-HR_CMIP6 [-] 0.0360 0.0360 0.0559 -0.0199 0.0498 1.46 0.901 0.792 0.803 0.991 0.856
NorESM2-MM_BARPA [-] 0.0690 0.0690 0.0562 0.0128 0.0691 2.40 0.947 0.748 0.626 0.977 0.809
NorESM2-MM_CCAM [-] 0.0671 0.0671 0.0561 0.0109 0.0662 1.29 0.951 0.762 0.825 0.990 0.858
NorESM2-MM_CMIP6 [-] 0.0795 0.0795 0.0576 0.0219 0.0715 1.23 0.888 0.705 0.841 0.939 0.816
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0299
ACCESS-CM2_BARPA [-] 0.0432 0.0427 0.0297 0.0442 0.0130 0.0531 1.09 0.927 0.754 0.877 0.981 0.859
ACCESS-CM2_CCAM [-] 0.0488 0.0482 0.0297 0.0500 0.0185 0.0534 1.08 0.901 0.761 0.877 0.965 0.853
ACCESS-CM2_CMIP6 [-] 0.0468 0.0467 0.0290 0.0476 0.0177 0.0543 0.898 0.881 0.704 0.913 0.968 0.834
ACCESS-ESM1-5_BARPA [-] 0.0429 0.0427 0.0297 0.0432 0.0130 0.0521 1.03 0.929 0.757 0.893 0.973 0.862
ACCESS-ESM1-5_CCAM [-] 0.0463 0.0480 0.0297 0.0434 0.0182 0.0535 1.07 0.904 0.762 0.884 0.804 0.823
ACCESS-ESM1-5_CMIP6 [-] 0.0487 0.0495 0.0288 0.0427 0.0207 0.0590 1.01 0.863 0.680 0.902 0.893 0.804
CESM2_BARPA [-] 0.0349 0.0355 0.0297 0.0338 0.00581 0.0466 1.09 0.961 0.775 0.882 0.963 0.871
CESM2_CCAM [-] 0.0229 0.0246 0.0297 0.0199 -0.00514 0.0420 1.09 0.972 0.798 0.878 0.971 0.883
CESM2_CMIP6 [-] 0.0468 0.0479 0.0291 0.0411 0.0187 0.0621 1.05 0.877 0.679 0.903 0.889 0.806
CMCC-ESM2_BARPA [-] 0.0344 0.0338 0.0297 0.0356 0.00413 0.0508 1.60 0.969 0.757 0.779 0.932 0.839
CMCC-ESM2_CCAM [-] 0.0624 0.0606 0.0297 0.0658 0.0308 0.0692 1.49 0.841 0.712 0.800 0.955 0.804
CMCC-ESM2_CMIP6 [-] 0.0731 0.0720 0.0291 0.0788 0.0429 0.0873 1.15 0.753 0.617 0.869 0.698 0.711
CNRM-ESM2-1_CCAM [-] 0.0501 0.0496 0.0297 0.0509 0.0199 0.0560 1.16 0.895 0.753 0.864 0.918 0.837
CNRM-ESM2-1_CMIP6 [-] 0.0212 0.0219 0.0293 0.0175 -0.00743 0.0377 0.950 0.952 0.780 0.913 0.651 0.815
EC-Earth3_BARPA [-] 0.0277 0.0279 0.0297 0.0274 -0.00176 0.0406 0.968 0.978 0.801 0.902 0.989 0.894
EC-Earth3_CCAM [-] 0.0438 0.0440 0.0297 0.0434 0.0143 0.0529 1.11 0.924 0.758 0.876 0.901 0.843
EC-Earth3_CMIP6 [-] 0.0346 0.0348 0.0293 0.0340 0.00549 0.0448 0.896 0.953 0.764 0.914 0.842 0.847
ERA5_BARPA [-] 0.0402 0.0398 0.0297 0.0408 0.0101 0.0508 1.34 0.943 0.760 0.828 0.990 0.856
ERA5_CCAM [-] 0.0487 0.0494 0.0297 0.0474 0.0197 0.0562 1.19 0.896 0.751 0.860 0.864 0.824
MPI-ESM1-2-HR_BARPA [-] 0.0267 0.0260 0.0297 0.0281 -0.00370 0.0412 0.895 0.974 0.800 0.912 0.896 0.876
MPI-ESM1-2-HR_CMIP6 [-] 0.0131 0.0132 0.0292 0.0130 -0.0161 0.0453 1.46 0.900 0.764 0.821 0.904 0.831
NorESM2-MM_BARPA [-] 0.0435 0.0424 0.0297 0.0455 0.0127 0.0583 2.33 0.928 0.730 0.634 0.958 0.796
NorESM2-MM_CCAM [-] 0.0554 0.0553 0.0297 0.0556 0.0256 0.0596 1.13 0.865 0.745 0.869 0.988 0.842
NorESM2-MM_CMIP6 [-] 0.0607 0.0615 0.0291 0.0567 0.0323 0.0673 0.862 0.802 0.677 0.915 0.984 0.811
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0294
ACCESS-CM2_BARPA [-] 0.0380 0.0377 0.0293 0.0387 0.00837 0.0476 1.19 0.950 0.770 0.859 0.828 0.835
ACCESS-CM2_CCAM [-] 0.0345 0.0348 0.0294 0.0340 0.00541 0.0461 1.25 0.958 0.778 0.851 0.901 0.853
ACCESS-CM2_CMIP6 [-] 0.0378 0.0379 0.0294 0.0373 0.00849 0.0476 0.964 0.937 0.723 0.898 0.843 0.825
ACCESS-ESM1-5_BARPA [-] 0.0350 0.0342 0.0293 0.0367 0.00489 0.0497 1.10 0.964 0.758 0.883 0.935 0.860
ACCESS-ESM1-5_CCAM [-] 0.0269 0.0271 0.0294 0.0266 -0.00230 0.0428 1.28 0.969 0.791 0.841 0.956 0.870
ACCESS-ESM1-5_CMIP6 [-] 0.0379 0.0374 0.0296 0.0413 0.00780 0.0478 1.01 0.936 0.720 0.885 0.975 0.847
CESM2_BARPA [-] 0.0312 0.0308 0.0293 0.0323 0.00147 0.0437 1.29 0.974 0.784 0.847 0.970 0.872
CESM2_CCAM [-] 0.0208 0.0219 0.0294 0.0183 -0.00751 0.0455 1.93 0.960 0.780 0.723 0.785 0.806
CESM2_CMIP6 [-] 0.0356 0.0352 0.0294 0.0373 0.00578 0.0451 0.980 0.940 0.750 0.902 0.935 0.856
CMCC-ESM2_BARPA [-] 0.0332 0.0325 0.0293 0.0351 0.00312 0.0513 2.12 0.972 0.750 0.679 0.937 0.818
CMCC-ESM2_CCAM [-] 0.0514 0.0506 0.0294 0.0531 0.0213 0.0548 1.60 0.884 0.756 0.781 0.943 0.824
CMCC-ESM2_CMIP6 [-] 0.0501 0.0504 0.0294 0.0492 0.0210 0.0499 1.22 0.866 0.746 0.852 0.864 0.815
CNRM-ESM2-1_CCAM [-] 0.0386 0.0392 0.0294 0.0369 0.00987 0.0450 1.21 0.940 0.784 0.860 0.912 0.856
CNRM-ESM2-1_CMIP6 [-] 0.0226 0.0229 0.0282 0.0210 -0.00530 0.0344 1.06 0.962 0.791 0.877 0.781 0.841
EC-Earth3_BARPA [-] 0.0237 0.0249 0.0293 0.0207 -0.00443 0.0374 1.05 0.974 0.813 0.888 0.802 0.858
EC-Earth3_CCAM [-] 0.0295 0.0308 0.0294 0.0263 0.00146 0.0404 1.08 0.972 0.801 0.880 0.907 0.872
EC-Earth3_CMIP6 [-] 0.0241 0.0248 0.0293 0.0215 -0.00450 0.0349 0.804 0.963 0.811 0.918 0.912 0.883
ERA5_BARPA [-] 0.0385 0.0382 0.0293 0.0391 0.00886 0.0456 1.11 0.949 0.780 0.873 0.959 0.868
ERA5_CCAM [-] 0.0331 0.0336 0.0294 0.0318 0.00424 0.0420 1.16 0.965 0.794 0.864 0.966 0.877
MPI-ESM1-2-HR_BARPA [-] 0.0266 0.0267 0.0293 0.0263 -0.00265 0.0419 1.09 0.980 0.792 0.877 0.785 0.845
MPI-ESM1-2-HR_CMIP6 [-] 0.0119 0.0126 0.0297 0.00984 -0.0171 0.0448 1.96 0.896 0.767 0.732 0.663 0.765
NorESM2-MM_BARPA [-] 0.0406 0.0401 0.0293 0.0420 0.0107 0.0535 1.72 0.939 0.746 0.768 0.935 0.827
NorESM2-MM_CCAM [-] 0.0447 0.0438 0.0294 0.0469 0.0144 0.0518 1.43 0.918 0.760 0.809 0.892 0.827
NorESM2-MM_CMIP6 [-] 0.0504 0.0495 0.0294 0.0539 0.0201 0.0556 1.06 0.870 0.715 0.876 0.982 0.831
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0898
ACCESS-CM2_BARPA [-] 0.0993 0.0993 0.0901 0.00917 0.0844 2.75 0.954 0.751 0.562 0.800 0.763
ACCESS-CM2_CCAM [-] 0.0944 0.0944 0.0897 0.00462 0.0782 2.41 0.961 0.768 0.620 0.953 0.814
ACCESS-CM2_CMIP6 [-] 0.116 0.116 0.108 0.00778 0.0896 3.55 0.964 0.655 0.410 0.997 0.736
ACCESS-ESM1-5_BARPA [-] 0.0901 0.0901 0.0901 -8.03e-05 0.0714 2.22 0.959 0.785 0.647 0.767 0.789
ACCESS-ESM1-5_CCAM [-] 0.0902 0.0902 0.0897 0.000476 0.0812 2.57 0.963 0.760 0.589 0.906 0.795
ACCESS-ESM1-5_CMIP6 [-] 0.0830 0.0830 0.0924 -0.00937 0.0639 2.98 0.961 0.763 0.515 1.00 0.800
CESM2_BARPA [-] 0.101 0.101 0.0901 0.0112 0.0893 2.01 0.941 0.741 0.699 0.657 0.756
CESM2_CCAM [-] 0.109 0.109 0.0897 0.0191 0.0988 2.06 0.932 0.721 0.681 0.775 0.766
CESM2_CMIP6 [-] 0.121 0.121 0.0887 0.0327 0.121 0.00 0.854 0.575 1.00 0.983 0.797
CMCC-ESM2_BARPA [-] 0.0937 0.0937 0.0901 0.00355 0.0807 2.56 0.966 0.759 0.600 0.829 0.783
CMCC-ESM2_CCAM [-] 0.110 0.110 0.0897 0.0201 0.0953 3.16 0.932 0.728 0.493 0.997 0.776
CMCC-ESM2_CMIP6 [-] 0.107 0.107 0.0887 0.0182 0.0807 2.48 0.916 0.691 0.638 0.190 0.625
CNRM-ESM2-1_CCAM [-] 0.0881 0.0881 0.0897 -0.00162 0.0782 2.60 0.967 0.768 0.587 0.980 0.814
CNRM-ESM2-1_CMIP6 [-] 0.122 0.122 0.0911 0.0310 0.0672 3.05 0.877 0.769 0.498 0.0184 0.586
EC-Earth3_BARPA [-] 0.0877 0.0877 0.0901 -0.00245 0.0834 2.57 0.977 0.750 0.605 0.982 0.813
EC-Earth3_CCAM [-] 0.0971 0.0971 0.0897 0.00731 0.0909 2.57 0.959 0.735 0.606 0.995 0.806
EC-Earth3_CMIP6 [-] 0.102 0.102 0.0899 0.0124 0.115 2.69 0.919 0.614 0.604 0.165 0.583
ERA5_BARPA [-] 0.0975 0.0975 0.0901 0.00739 0.0706 2.39 0.964 0.786 0.632 0.904 0.814
ERA5_CCAM [-] 0.0921 0.0921 0.0897 0.00236 0.0758 2.40 0.971 0.774 0.618 0.994 0.826
MPI-ESM1-2-HR_BARPA [-] 0.0921 0.0921 0.0901 0.00200 0.0851 2.14 0.958 0.749 0.686 0.765 0.781
MPI-ESM1-2-HR_CMIP6 [-] 0.100 0.100 0.0884 0.0121 0.0934 2.36 0.867 0.671 0.646 0.00248 0.572
NorESM2-MM_BARPA [-] 0.105 0.105 0.0901 0.0149 0.0906 2.97 0.941 0.738 0.521 0.793 0.746
NorESM2-MM_CCAM [-] 0.0964 0.0964 0.0897 0.00669 0.0791 2.87 0.959 0.767 0.528 0.918 0.788
NorESM2-MM_CMIP6 [-] 0.112 0.112 0.0887 0.0230 0.111 0.983 0.894 0.599 0.937 0.847 0.775
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.157
ACCESS-CM2_BARPA [-] 0.175 0.175 0.156 0.0191 0.119 2.29 0.950 0.742 0.636 0.971 0.808
ACCESS-CM2_CCAM [-] 0.149 0.149 0.157 -0.00789 0.103 2.28 0.970 0.773 0.652 0.999 0.833
ACCESS-CM2_CMIP6 [-] 0.144 0.144 0.170 -0.0256 0.0818 0.00 0.914 0.761 1.00 1.00 0.887
ACCESS-ESM1-5_BARPA [-] 0.171 0.171 0.156 0.0146 0.115 2.27 0.956 0.750 0.645 0.942 0.809
ACCESS-ESM1-5_CCAM [-] 0.162 0.162 0.157 0.00546 0.111 2.30 0.970 0.756 0.654 0.933 0.814
ACCESS-ESM1-5_CMIP6 [-] 0.117 0.117 0.133 -0.0156 0.100 6.06 0.940 0.664 8.42e-05 0.736 0.601
CESM2_BARPA [-] 0.178 0.178 0.156 0.0221 0.121 1.66 0.942 0.741 0.756 0.969 0.830
CESM2_CCAM [-] 0.181 0.181 0.157 0.0236 0.129 2.10 0.938 0.727 0.666 0.975 0.807
CESM2_CMIP6 [-] 0.155 0.155 0.151 0.00436 0.118 3.35 0.976 0.663 0.424 0.870 0.719
CMCC-ESM2_BARPA [-] 0.168 0.168 0.156 0.0115 0.109 1.60 0.959 0.761 0.774 0.957 0.842
CMCC-ESM2_CCAM [-] 0.155 0.155 0.157 -0.00210 0.104 2.46 0.971 0.771 0.616 0.983 0.822
CMCC-ESM2_CMIP6 [-] 0.130 0.130 0.151 -0.0205 0.102 5.42 0.929 0.711 0.0418 0.701 0.619
CNRM-ESM2-1_CCAM [-] 0.153 0.153 0.157 -0.00439 0.114 2.71 0.972 0.752 0.577 0.962 0.803
CNRM-ESM2-1_CMIP6 [-] 0.162 0.162 0.144 0.0181 0.109 2.02 0.927 0.670 0.708 0.996 0.794
EC-Earth3_BARPA [-] 0.154 0.154 0.156 -0.00237 0.0988 2.20 0.970 0.777 0.647 0.990 0.832
EC-Earth3_CCAM [-] 0.149 0.149 0.157 -0.00839 0.0900 2.62 0.970 0.798 0.578 0.998 0.828
EC-Earth3_CMIP6 [-] 0.158 0.158 0.156 0.00225 0.114 4.06 0.971 0.709 0.335 0.999 0.745
ERA5_BARPA [-] 0.163 0.163 0.156 0.00667 0.0913 2.29 0.967 0.793 0.638 0.990 0.836
ERA5_CCAM [-] 0.139 0.139 0.157 -0.0176 0.0896 2.48 0.954 0.801 0.598 0.990 0.829
MPI-ESM1-2-HR_BARPA [-] 0.179 0.179 0.156 0.0227 0.134 1.78 0.941 0.715 0.745 0.921 0.808
MPI-ESM1-2-HR_CMIP6 [-] 0.142 0.142 0.162 -0.0201 0.109 4.03 0.941 0.713 0.319 0.994 0.736
NorESM2-MM_BARPA [-] 0.174 0.174 0.156 0.0172 0.118 2.40 0.953 0.746 0.607 0.992 0.809
NorESM2-MM_CCAM [-] 0.159 0.159 0.157 0.00243 0.104 2.09 0.976 0.770 0.680 0.992 0.837
NorESM2-MM_CMIP6 [-] 0.151 0.151 0.151 0.000316 0.131 3.36 0.990 0.635 0.445 0.993 0.740
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0899
ACCESS-CM2_BARPA [-] 0.0942 0.0942 0.0897 0.00452 0.0829 2.96 0.977 0.771 0.504 0.979 0.800
ACCESS-CM2_CCAM [-] 0.0818 0.0818 0.0900 -0.00812 0.0873 3.05 0.968 0.762 0.493 0.900 0.777
ACCESS-CM2_CMIP6 [-] 0.0868 0.0868 0.0898 -0.00297 0.0863 3.64 0.979 0.711 0.366 0.724 0.698
ACCESS-ESM1-5_BARPA [-] 0.0840 0.0840 0.0897 -0.00568 0.0869 2.93 0.975 0.760 0.530 0.998 0.805
ACCESS-ESM1-5_CCAM [-] 0.0811 0.0811 0.0900 -0.00884 0.102 3.12 0.965 0.729 0.487 0.908 0.764
ACCESS-ESM1-5_CMIP6 [-] 0.0826 0.0826 0.0842 -0.00157 0.103 2.31 0.971 0.648 0.654 0.994 0.783
CESM2_BARPA [-] 0.0977 0.0977 0.0897 0.00799 0.0895 3.10 0.969 0.755 0.481 0.970 0.786
CESM2_CCAM [-] 0.0737 0.0737 0.0900 -0.0162 0.0897 2.68 0.951 0.760 0.559 0.993 0.804
CESM2_CMIP6 [-] 0.106 0.106 0.0886 0.0169 0.126 2.18 0.927 0.596 0.687 0.212 0.604
CMCC-ESM2_BARPA [-] 0.0982 0.0982 0.0897 0.00848 0.0900 2.79 0.964 0.754 0.550 0.986 0.802
CMCC-ESM2_CCAM [-] 0.103 0.103 0.0900 0.0133 0.0937 2.98 0.946 0.749 0.508 0.798 0.750
CMCC-ESM2_CMIP6 [-] 0.122 0.122 0.0886 0.0332 0.102 3.03 0.862 0.677 0.502 0.779 0.699
CNRM-ESM2-1_CCAM [-] 0.0805 0.0805 0.0900 -0.00947 0.0969 3.16 0.967 0.740 0.469 0.909 0.765
CNRM-ESM2-1_CMIP6 [-] 0.106 0.106 0.0973 0.00830 0.100 4.73 0.892 0.661 0.245 0.744 0.641
EC-Earth3_BARPA [-] 0.0842 0.0842 0.0897 -0.00548 0.0810 2.76 0.975 0.774 0.522 0.993 0.807
EC-Earth3_CCAM [-] 0.0849 0.0849 0.0900 -0.00505 0.0872 2.75 0.970 0.763 0.544 0.813 0.770
EC-Earth3_CMIP6 [-] 0.0854 0.0854 0.0878 -0.00232 0.0839 3.52 0.964 0.736 0.376 0.923 0.747
ERA5_BARPA [-] 0.0975 0.0975 0.0897 0.00781 0.0806 2.61 0.970 0.776 0.549 0.992 0.813
ERA5_CCAM [-] 0.0926 0.0926 0.0900 0.00266 0.0765 2.87 0.968 0.787 0.527 0.874 0.789
MPI-ESM1-2-HR_BARPA [-] 0.0800 0.0800 0.0897 -0.00974 0.0785 2.70 0.966 0.782 0.551 0.939 0.804
MPI-ESM1-2-HR_CMIP6 [-] 0.0691 0.0691 0.0887 -0.0196 0.0771 3.87 0.924 0.744 0.318 0.996 0.745
NorESM2-MM_BARPA [-] 0.105 0.105 0.0897 0.0155 0.0939 2.85 0.950 0.747 0.528 0.976 0.790
NorESM2-MM_CCAM [-] 0.0872 0.0872 0.0900 -0.00276 0.0947 2.89 0.973 0.743 0.517 0.966 0.788
NorESM2-MM_CMIP6 [-] 0.108 0.108 0.0886 0.0194 0.0967 3.36 0.922 0.674 0.472 0.369 0.622
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0957
ACCESS-CM2_BARPA [-] 0.102 0.102 0.0964 0.00538 0.0973 2.34 0.976 0.730 0.649 0.998 0.816
ACCESS-CM2_CCAM [-] 0.0835 0.0835 0.0959 -0.0124 0.0878 2.05 0.962 0.756 0.704 0.798 0.795
ACCESS-CM2_CMIP6 [-] 0.0988 0.0988 0.102 -0.00317 0.101 2.65 0.976 0.653 0.596 0.979 0.772
ACCESS-ESM1-5_BARPA [-] 0.0913 0.0913 0.0964 -0.00507 0.0680 1.59 0.977 0.803 0.793 0.994 0.874
ACCESS-ESM1-5_CCAM [-] 0.0816 0.0816 0.0959 -0.0142 0.0940 1.84 0.956 0.741 0.746 0.957 0.828
ACCESS-ESM1-5_CMIP6 [-] 0.0867 0.0867 0.0837 0.00295 0.108 0.492 0.985 0.578 0.968 0.996 0.821
CESM2_BARPA [-] 0.105 0.105 0.0964 0.00812 0.0828 1.87 0.970 0.766 0.735 0.998 0.847
CESM2_CCAM [-] 0.0923 0.0923 0.0959 -0.00352 0.0905 2.42 0.978 0.748 0.629 0.998 0.820
CESM2_CMIP6 [-] 0.0984 0.0984 0.0933 0.00513 0.0626 0.414 0.974 0.774 0.972 0.718 0.843
CMCC-ESM2_BARPA [-] 0.0978 0.0978 0.0964 0.00140 0.0815 2.48 0.980 0.768 0.616 0.997 0.826
CMCC-ESM2_CCAM [-] 0.0925 0.0925 0.0959 -0.00336 0.0774 2.09 0.981 0.780 0.696 0.788 0.805
CMCC-ESM2_CMIP6 [-] 0.0892 0.0892 0.0933 -0.00411 0.0582 1.23 0.975 0.788 0.871 0.769 0.838
CNRM-ESM2-1_CCAM [-] 0.0818 0.0818 0.0959 -0.0141 0.0712 1.17 0.956 0.799 0.845 0.895 0.859
CNRM-ESM2-1_CMIP6 [-] 0.0885 0.0885 0.111 -0.0226 0.0681 0.00 0.924 0.798 1.00 1.00 0.904
EC-Earth3_BARPA [-] 0.0827 0.0827 0.0964 -0.0138 0.0664 1.26 0.955 0.811 0.831 0.992 0.880
EC-Earth3_CCAM [-] 0.0811 0.0811 0.0959 -0.0148 0.0674 1.34 0.954 0.809 0.826 0.860 0.852
EC-Earth3_CMIP6 [-] 0.0831 0.0831 0.0955 -0.0124 0.0860 0.424 0.955 0.728 0.962 0.994 0.873
ERA5_BARPA [-] 0.0996 0.0996 0.0964 0.00316 0.0766 1.60 0.978 0.780 0.789 0.998 0.865
ERA5_CCAM [-] 0.0873 0.0873 0.0959 -0.00858 0.0675 1.27 0.972 0.807 0.856 0.844 0.857
MPI-ESM1-2-HR_BARPA [-] 0.0986 0.0986 0.0964 0.00216 0.0815 2.19 0.982 0.768 0.672 0.994 0.837
MPI-ESM1-2-HR_CMIP6 [-] 0.0653 0.0653 0.0938 -0.0284 0.0625 2.01 0.891 0.800 0.690 0.992 0.835
NorESM2-MM_BARPA [-] 0.109 0.109 0.0964 0.0122 0.0840 2.65 0.959 0.765 0.572 0.998 0.812
NorESM2-MM_CCAM [-] 0.0966 0.0966 0.0959 0.000732 0.0875 1.34 0.981 0.755 0.828 0.904 0.845
NorESM2-MM_CMIP6 [-] 0.102 0.102 0.0933 0.00832 0.114 1.39 0.964 0.626 0.865 0.671 0.751
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0529
ACCESS-CM2_BARPA [-] 0.0573 0.0573 0.0524 0.00489 0.0661 1.90 0.971 0.743 0.717 0.992 0.833
ACCESS-CM2_CCAM [-] 0.0449 0.0449 0.0530 -0.00802 0.0518 1.96 0.961 0.796 0.705 0.947 0.841
ACCESS-CM2_CMIP6 [-] 0.0523 0.0523 0.0543 -0.00192 0.0643 1.24 0.967 0.687 0.844 0.925 0.822
ACCESS-ESM1-5_BARPA [-] 0.0502 0.0502 0.0524 -0.00219 0.0631 1.87 0.980 0.750 0.737 0.996 0.843
ACCESS-ESM1-5_CCAM [-] 0.0406 0.0406 0.0530 -0.0123 0.0547 1.99 0.947 0.789 0.706 0.955 0.837
ACCESS-ESM1-5_CMIP6 [-] 0.0494 0.0494 0.0517 -0.00230 0.0547 1.99 0.986 0.728 0.673 0.994 0.822
CESM2_BARPA [-] 0.0559 0.0559 0.0524 0.00345 0.0619 2.04 0.976 0.756 0.714 0.975 0.835
CESM2_CCAM [-] 0.0411 0.0411 0.0530 -0.0118 0.0499 2.12 0.947 0.807 0.682 0.973 0.843
CESM2_CMIP6 [-] 0.0547 0.0547 0.0518 0.00298 0.0622 1.57 0.983 0.705 0.796 0.980 0.834
CMCC-ESM2_BARPA [-] 0.0532 0.0532 0.0524 0.000830 0.0643 2.91 0.982 0.746 0.516 0.998 0.797
CMCC-ESM2_CCAM [-] 0.0587 0.0587 0.0530 0.00570 0.0622 2.77 0.968 0.759 0.540 0.785 0.762
CMCC-ESM2_CMIP6 [-] 0.0528 0.0528 0.0518 0.00106 0.0496 1.15 0.987 0.755 0.866 0.909 0.854
CNRM-ESM2-1_CCAM [-] 0.0486 0.0486 0.0530 -0.00431 0.0574 2.20 0.975 0.775 0.674 0.890 0.818
CNRM-ESM2-1_CMIP6 [-] 0.0381 0.0381 0.0468 -0.00875 0.0480 1.60 0.948 0.743 0.777 0.940 0.830
EC-Earth3_BARPA [-] 0.0412 0.0412 0.0524 -0.0112 0.0531 2.01 0.950 0.792 0.710 0.995 0.848
EC-Earth3_CCAM [-] 0.0435 0.0435 0.0530 -0.00945 0.0542 1.69 0.958 0.789 0.754 0.970 0.852
EC-Earth3_CMIP6 [-] 0.0416 0.0416 0.0535 -0.0120 0.0528 1.35 0.939 0.767 0.790 0.989 0.850
ERA5_BARPA [-] 0.0567 0.0567 0.0524 0.00428 0.0533 1.82 0.975 0.786 0.728 0.996 0.854
ERA5_CCAM [-] 0.0498 0.0498 0.0530 -0.00316 0.0534 2.17 0.978 0.789 0.680 0.933 0.834
MPI-ESM1-2-HR_BARPA [-] 0.0493 0.0493 0.0524 -0.00308 0.0541 1.76 0.976 0.782 0.737 0.983 0.852
MPI-ESM1-2-HR_CMIP6 [-] 0.0214 0.0214 0.0526 -0.0313 0.0505 1.78 0.841 0.804 0.732 0.797 0.795
NorESM2-MM_BARPA [-] 0.0642 0.0642 0.0524 0.0118 0.0655 2.94 0.947 0.745 0.514 0.974 0.785
NorESM2-MM_CCAM [-] 0.0599 0.0599 0.0530 0.00698 0.0644 1.84 0.965 0.754 0.707 0.920 0.820
NorESM2-MM_CMIP6 [-] 0.0658 0.0658 0.0518 0.0140 0.0557 0.995 0.923 0.739 0.867 0.973 0.848
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0576
ACCESS-CM2_BARPA [-] 0.0556 0.0556 0.0575 0.0444 -0.00184 0.0670 1.50 0.980 0.767 0.810 0.917 0.848
ACCESS-CM2_CCAM [-] 0.0480 0.0480 0.0575 0.0380 -0.00945 0.0565 1.63 0.965 0.803 0.776 0.894 0.848
ACCESS-CM2_CMIP6 [-] 0.0505 0.0505 0.0568 -0.00630 0.0650 1.30 0.963 0.720 0.851 0.753 0.801
ACCESS-ESM1-5_BARPA [-] 0.0465 0.0466 0.0575 0.0389 -0.0109 0.0650 1.52 0.960 0.776 0.811 0.799 0.824
ACCESS-ESM1-5_CCAM [-] 0.0390 0.0391 0.0575 0.0288 -0.0184 0.0615 1.64 0.930 0.795 0.782 0.932 0.847
ACCESS-ESM1-5_CMIP6 [-] 0.0425 0.0424 0.0561 -0.0137 0.0592 2.69 0.930 0.742 0.548 0.874 0.767
CESM2_BARPA [-] 0.0541 0.0542 0.0575 0.0380 -0.00332 0.0613 1.63 0.978 0.785 0.775 0.991 0.863
CESM2_CCAM [-] 0.0524 0.0525 0.0575 0.0295 -0.00494 0.0703 1.91 0.968 0.762 0.724 0.932 0.830
CESM2_CMIP6 [-] 0.0466 0.0466 0.0579 -0.0113 0.0616 1.88 0.948 0.752 0.710 0.949 0.822
CMCC-ESM2_BARPA [-] 0.0502 0.0503 0.0575 0.0377 -0.00717 0.0732 2.09 0.971 0.750 0.695 0.950 0.823
CMCC-ESM2_CCAM [-] 0.0623 0.0623 0.0575 0.0545 0.00484 0.0674 1.82 0.968 0.768 0.748 0.925 0.835
CMCC-ESM2_CMIP6 [-] 0.0581 0.0581 0.0579 0.000126 0.0687 1.53 0.968 0.718 0.805 0.632 0.768
CNRM-ESM2-1_CCAM [-] 0.0536 0.0537 0.0575 0.0453 -0.00383 0.0598 1.76 0.973 0.793 0.741 0.760 0.812
CNRM-ESM2-1_CMIP6 [-] 0.0494 0.0494 0.0569 -0.00754 0.0590 1.44 0.952 0.756 0.802 0.991 0.851
EC-Earth3_BARPA [-] 0.0479 0.0480 0.0575 0.0318 -0.00943 0.0695 1.73 0.963 0.765 0.768 0.917 0.836
EC-Earth3_CCAM [-] 0.0520 0.0521 0.0575 0.0370 -0.00537 0.0635 1.61 0.974 0.781 0.782 0.934 0.850
EC-Earth3_CMIP6 [-] 0.0471 0.0471 0.0573 -0.0102 0.0676 2.11 0.956 0.747 0.689 0.984 0.825
ERA5_BARPA [-] 0.0581 0.0582 0.0575 0.0467 0.000674 0.0605 1.47 0.978 0.786 0.798 0.880 0.846
ERA5_CCAM [-] 0.0484 0.0485 0.0575 0.0378 -0.00899 0.0557 1.48 0.966 0.805 0.796 0.893 0.853
MPI-ESM1-2-HR_BARPA [-] 0.0487 0.0488 0.0575 0.0323 -0.00863 0.0661 1.77 0.966 0.771 0.744 0.969 0.844
MPI-ESM1-2-HR_CMIP6 [-] 0.0271 0.0271 0.0558 -0.0286 0.0571 2.04 0.873 0.796 0.697 0.692 0.771
NorESM2-MM_BARPA [-] 0.0602 0.0603 0.0575 0.0476 0.00285 0.0703 1.59 0.978 0.756 0.804 0.951 0.849
NorESM2-MM_CCAM [-] 0.0490 0.0491 0.0575 0.0441 -0.00840 0.0629 1.41 0.969 0.782 0.827 0.821 0.836
NorESM2-MM_CMIP6 [-] 0.0534 0.0534 0.0579 -0.00449 0.0669 1.78 0.975 0.724 0.768 0.875 0.813
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0926
ACCESS-CM2_BARPA [-] 0.0846 0.0851 0.0923 0.0777 -0.00712 0.0942 0.939 0.962 0.775 0.906 0.872 0.858
ACCESS-CM2_CCAM [-] 0.0705 0.0702 0.0924 0.0739 -0.0222 0.0891 1.01 0.937 0.790 0.900 0.984 0.880
ACCESS-CM2_CMIP6 [-] 0.0698 0.0698 0.0908 -0.0211 0.107 0.592 0.933 0.699 0.962 0.489 0.756
ACCESS-ESM1-5_BARPA [-] 0.0925 0.0927 0.0923 0.0886 0.000488 0.0923 0.794 0.965 0.776 0.935 0.899 0.870
ACCESS-ESM1-5_CCAM [-] 0.0927 0.0922 0.0924 0.0986 -0.000228 0.0792 0.723 0.971 0.807 0.931 0.963 0.896
ACCESS-ESM1-5_CMIP6 [-] 0.109 0.109 0.0907 0.0181 0.0822 0.983 0.935 0.740 0.937 0.715 0.814
CESM2_BARPA [-] 0.0723 0.0727 0.0923 0.0669 -0.0196 0.0827 0.769 0.944 0.802 0.939 0.978 0.893
CESM2_CCAM [-] 0.0901 0.0908 0.0924 0.0833 -0.00160 0.0765 0.877 0.972 0.811 0.915 0.990 0.900
CESM2_CMIP6 [-] 0.0960 0.0960 0.0881 0.00790 0.0754 0.550 0.968 0.767 0.952 0.997 0.890
CMCC-ESM2_BARPA [-] 0.0697 0.0699 0.0923 0.0669 -0.0224 0.0785 0.925 0.937 0.814 0.909 0.960 0.887
CMCC-ESM2_CCAM [-] 0.0976 0.0974 0.0924 0.0995 0.00503 0.0784 0.744 0.967 0.809 0.930 0.990 0.901
CMCC-ESM2_CMIP6 [-] 0.119 0.119 0.0881 0.0313 0.114 0.440 0.895 0.685 0.972 0.985 0.844
CNRM-ESM2-1_CCAM [-] 0.0798 0.0789 0.0924 0.0889 -0.0135 0.0823 0.828 0.954 0.803 0.928 0.971 0.892
CNRM-ESM2-1_CMIP6 [-] 0.0623 0.0623 0.0858 -0.0235 0.0722 0.826 0.922 0.791 0.898 0.987 0.878
EC-Earth3_BARPA [-] 0.0790 0.0791 0.0923 0.0780 -0.0132 0.0817 0.896 0.962 0.802 0.910 0.970 0.889
EC-Earth3_CCAM [-] 0.0987 0.0983 0.0924 0.103 0.00592 0.0788 0.857 0.966 0.806 0.914 0.984 0.895
EC-Earth3_CMIP6 [-] 0.111 0.111 0.0895 0.0216 0.0942 0.760 0.934 0.750 0.936 0.994 0.873
ERA5_BARPA [-] 0.0897 0.0900 0.0923 0.0860 -0.00227 0.0882 1.14 0.972 0.786 0.864 0.963 0.874
ERA5_CCAM [-] 0.0969 0.0966 0.0924 0.100 0.00419 0.0791 0.981 0.971 0.806 0.902 0.988 0.894
MPI-ESM1-2-HR_BARPA [-] 0.0709 0.0714 0.0923 0.0651 -0.0209 0.0768 0.754 0.937 0.818 0.930 0.892 0.879
MPI-ESM1-2-HR_CMIP6 [-] 0.0384 0.0384 0.0887 -0.0503 0.0976 0.855 0.845 0.770 0.930 0.889 0.841
NorESM2-MM_BARPA [-] 0.0890 0.0893 0.0923 0.0856 -0.00301 0.0804 0.815 0.971 0.802 0.927 0.993 0.899
NorESM2-MM_CCAM [-] 0.110 0.111 0.0924 0.107 0.0183 0.0868 1.01 0.947 0.795 0.891 0.985 0.882
NorESM2-MM_CMIP6 [-] 0.114 0.114 0.0881 0.0256 0.117 1.79 0.913 0.672 0.786 0.948 0.798

Temporally integrated period mean

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

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

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

All Models

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

Data Information

  Title:
Interpolated Rain Gauge Precipitation

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

  History:
Wed Jun 05 08:53:08 2024: cdo ifthen /g/data/xv83/users/bxn599/ACS/evaluation/AGCDv1_precip_weights_1985-2014_average.nc ./indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/R99p/v20240411/R99p_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19850101-20141231.nc ./indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/R99p/v20240411/R99p_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19850101-20141231_masked.nc Wed May 15 14:02:10 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1985-01-01 --end_date 2014-12-31 --base_period 1985-01-01 2014-12-31 --input_files /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19000101-19001231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19010101-19011231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19020101-19021231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19030101-19031231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19040101-19041231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19050101-19051231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19060101-19061231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19070101-19071231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19080101-19081231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19090101-19091231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19110101-19111231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19130101-19131231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19140101-19141231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19150101-19151231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19160101-19161231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19170101-19171231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19180101-19181231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19190101-19191231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19200101-19201231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19210101-19211231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19220101-19221231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19230101-19231231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19240101-19241231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19250101-19251231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19260101-19261231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19270101-19271231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19280101-19281231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19290101-19291231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19300101-19301231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19310101-19311231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19320101-19321231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19330101-19331231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19340101-19341231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19350101-19351231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19360101-19361231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19370101-19371231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19380101-19381231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19390101-19391231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19400101-19401231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19410101-19411231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19420101-19421231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19430101-19431231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19440101-19441231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19450101-19451231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19460101-19461231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19470101-19471231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19480101-19481231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19490101-19491231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19500101-19501231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19510101-19511231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19520101-19521231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19530101-19531231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19540101-19541231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19550101-19551231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19560101-19561231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19570101-19571231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19580101-19581231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19590101-19591231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19600101-19601231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19610101-19611231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19620101-19621231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19630101-19631231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19640101-19641231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19650101-19651231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19660101-19661231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19670101-19671231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19680101-19681231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19690101-19691231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19700101-19701231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19710101-19711231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19720101-19721231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19730101-19731231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19740101-19741231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19750101-19751231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19760101-19761231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19770101-19771231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19780101-19781231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19790101-19791231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19800101-19801231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19810101-19811231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19820101-19821231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19830101-19831231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19840101-19841231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19850101-19851231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19860101-19861231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19870101-19871231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19880101-19881231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19890101-19891231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19900101-19901231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19910101-19911231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19920101-19921231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19930101-19931231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19940101-19941231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19950101-19951231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19960101-19961231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19970101-19971231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19980101-19981231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19990101-19991231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20000101-20001231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20010101-20011231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20020101-20021231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20030101-20031231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20040101-20041231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20050101-20051231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20060101-20061231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20070101-20071231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20080101-20081231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20090101-20091231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20100101-20101231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20110101-20111231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20120101-20121231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20130101-20131231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20140101-20141231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20150101-20151231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20160101-20161231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20170101-20171231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20180101-20181231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20190101-20191231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20200101-20201231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20210101-20211231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20220101-20221231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_20230101-20231231_daily.nc --variable precip --drop_time_bounds R99p /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/R99p/v20240411/R99p_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19850101-20141231.nc

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

  Conventions:
CF-1.6

  Cdi:
Climate Data Interface version 2.1.0 (https://mpimet.mpg.de/cdi)

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

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

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

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

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

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

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

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

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

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

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

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

  Keywords_vocabulary:
GCMD Science Keywords, Version 8.1

  Standard_name_vocabulary:
CF Standard Names, v28

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

  Data_format:
netCDF4 with zlib compression

  Cdm_data_type:
Grid

  Analysis_components:
total: the gridded accumulation of rainfall.

  Url:
http://www.bom.gov.au/climate/

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

  Id:
Australian Gridded Climate Data (AGCD)

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

  Naming_authority:
au.gov.bom

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
R99p

  Cdo:
Climate Data Operators version 2.1.0 (https://mpimet.mpg.de/cdo)