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 [-] 2.40
ACCESS-CM2_BARPA [-] 2.70 2.77 2.38 2.44 0.382 0.853 1.16 0.811 0.749 0.869 0.977 0.831
ACCESS-CM2_CCAM [-] 2.68 2.72 2.39 2.50 0.332 0.983 1.21 0.777 0.727 0.865 0.923 0.804
ACCESS-CM2_CMIP6 [-] 2.93 2.98 2.33 2.37 0.647 1.16 1.17 0.689 0.669 0.870 0.962 0.772
ACCESS-ESM1-5_BARPA [-] 2.64 2.71 2.38 2.33 0.332 0.887 1.28 0.804 0.730 0.851 0.981 0.819
ACCESS-ESM1-5_CCAM [-] 2.70 2.81 2.39 2.29 0.419 1.06 1.29 0.754 0.711 0.854 0.971 0.800
ACCESS-ESM1-5_CMIP6 [-] 3.30 3.37 2.29 2.43 1.08 1.59 1.50 0.587 0.594 0.811 0.854 0.688
CESM2_BARPA [-] 2.29 2.38 2.38 1.93 -0.00128 0.751 1.26 0.867 0.739 0.859 0.976 0.836
CESM2_CCAM [-] 2.01 2.17 2.39 1.42 -0.222 0.869 1.34 0.840 0.715 0.844 0.984 0.819
CESM2_CMIP6 [-] 3.13 3.23 2.31 2.28 0.924 1.41 1.13 0.637 0.628 0.878 0.895 0.733
CMCC-ESM2_BARPA [-] 2.22 2.29 2.38 1.96 -0.0951 0.805 1.35 0.864 0.731 0.853 0.946 0.825
CMCC-ESM2_CCAM [-] 3.23 3.26 2.39 3.13 0.870 1.42 1.38 0.688 0.655 0.828 0.969 0.759
CMCC-ESM2_CMIP6 [-] 4.54 4.61 2.31 3.86 2.31 3.65 1.36 0.410 0.381 0.838 0.543 0.511
CNRM-ESM2-1_CCAM [-] 2.78 2.85 2.39 2.52 0.466 1.05 1.33 0.772 0.704 0.842 0.967 0.798
CNRM-ESM2-1_CMIP6 [-] 2.04 2.11 2.31 1.29 -0.198 0.825 1.33 0.812 0.699 0.852 0.977 0.808
EC-Earth3_BARPA [-] 2.08 2.20 2.38 1.63 -0.186 0.703 1.31 0.852 0.758 0.853 0.983 0.841
EC-Earth3_CCAM [-] 2.70 2.82 2.39 2.25 0.429 1.18 1.41 0.801 0.648 0.824 0.961 0.776
EC-Earth3_CMIP6 [-] 2.84 2.99 2.34 1.87 0.651 1.94 1.32 0.723 0.523 0.840 0.669 0.656
ERA5_BARPA [-] 2.59 2.67 2.39 2.25 0.283 0.751 1.30 0.843 0.764 0.854 0.972 0.839
ERA5_CCAM [-] 2.86 2.96 2.39 2.48 0.566 1.03 1.21 0.755 0.731 0.854 0.971 0.808
MPI-ESM1-2-HR_BARPA [-] 2.00 2.08 2.38 1.69 -0.299 0.742 1.12 0.823 0.768 0.886 0.982 0.845
MPI-ESM1-2-HR_CMIP6 [-] 1.37 1.44 2.34 0.860 -0.897 1.25 1.09 0.612 0.716 0.887 0.950 0.776
NorESM2-MM_BARPA [-] 2.68 2.74 2.38 2.45 0.357 0.873 1.33 0.819 0.736 0.859 0.964 0.823
NorESM2-MM_CCAM [-] 3.19 3.25 2.39 2.98 0.858 1.26 1.18 0.694 0.716 0.867 0.973 0.793
NorESM2-MM_CMIP6 [-] 3.67 3.75 2.31 3.02 1.44 1.76 1.20 0.534 0.665 0.869 0.876 0.722
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 [-] 2.67
ACCESS-CM2_BARPA [-] 2.97 2.97 2.67 0.303 0.615 1.03 0.830 0.730 0.873 0.997 0.844
ACCESS-CM2_CCAM [-] 3.07 3.07 2.67 0.404 0.704 1.08 0.783 0.715 0.872 0.989 0.826
ACCESS-CM2_CMIP6 [-] 3.64 3.64 2.64 1.00 1.29 1.25 0.490 0.560 0.831 0.999 0.702
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 2.67 0.324 0.670 1.16 0.822 0.711 0.865 0.968 0.827
ACCESS-ESM1-5_CCAM [-] 3.26 3.26 2.67 0.591 0.933 1.27 0.709 0.660 0.863 0.995 0.790
ACCESS-ESM1-5_CMIP6 [-] 4.12 4.12 2.73 1.39 1.77 0.861 0.410 0.488 0.925 0.995 0.680
CESM2_BARPA [-] 2.80 2.80 2.67 0.126 0.535 0.922 0.892 0.744 0.909 0.998 0.870
CESM2_CCAM [-] 2.48 2.48 2.67 -0.185 0.607 1.15 0.865 0.725 0.861 0.988 0.845
CESM2_CMIP6 [-] 3.90 3.90 2.68 1.22 1.61 1.11 0.445 0.492 0.914 0.934 0.674
CMCC-ESM2_BARPA [-] 2.63 2.63 2.67 -0.0433 0.472 1.17 0.920 0.766 0.873 0.999 0.876
CMCC-ESM2_CCAM [-] 3.35 3.35 2.67 0.686 1.07 1.19 0.669 0.616 0.862 0.949 0.756
CMCC-ESM2_CMIP6 [-] 4.18 4.18 2.68 1.50 2.04 0.973 0.365 0.397 0.889 0.955 0.623
CNRM-ESM2-1_CCAM [-] 3.07 3.07 2.67 0.406 0.692 1.00 0.782 0.724 0.886 0.996 0.834
CNRM-ESM2-1_CMIP6 [-] 2.71 2.71 2.68 0.0232 0.700 1.40 0.754 0.697 0.807 0.410 0.670
EC-Earth3_BARPA [-] 2.31 2.31 2.67 -0.363 0.588 1.16 0.803 0.765 0.881 0.972 0.845
EC-Earth3_CCAM [-] 2.88 2.88 2.67 0.211 0.828 1.22 0.858 0.625 0.871 0.988 0.812
EC-Earth3_CMIP6 [-] 2.48 2.48 2.67 -0.186 0.593 1.40 0.847 0.709 0.843 0.861 0.803
ERA5_BARPA [-] 2.78 2.78 2.67 0.110 0.454 1.21 0.901 0.779 0.877 0.998 0.876
ERA5_CCAM [-] 3.21 3.21 2.67 0.537 0.757 0.962 0.728 0.731 0.880 0.929 0.807
MPI-ESM1-2-HR_BARPA [-] 2.07 2.07 2.67 -0.605 0.715 1.17 0.693 0.799 0.863 0.977 0.829
MPI-ESM1-2-HR_CMIP6 [-] 1.63 1.63 2.70 -1.07 1.16 1.40 0.493 0.747 0.791 0.926 0.740
NorESM2-MM_BARPA [-] 2.90 2.90 2.67 0.233 0.574 1.21 0.855 0.741 0.854 0.991 0.847
NorESM2-MM_CCAM [-] 3.15 3.15 2.67 0.486 0.681 1.36 0.752 0.763 0.835 0.965 0.821
NorESM2-MM_CMIP6 [-] 3.88 3.88 2.68 1.20 1.31 1.37 0.455 0.697 0.850 0.997 0.744
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 [-] 3.32
ACCESS-CM2_BARPA [-] 3.59 3.59 3.32 0.267 0.811 1.10 0.850 0.726 0.885 0.972 0.851
ACCESS-CM2_CCAM [-] 3.31 3.31 3.32 -0.00792 0.725 0.935 0.836 0.771 0.897 0.782 0.813
ACCESS-CM2_CMIP6 [-] 3.68 3.68 3.54 0.146 0.975 0.788 0.745 0.705 0.917 0.477 0.700
ACCESS-ESM1-5_BARPA [-] 3.78 3.78 3.32 0.457 0.906 0.986 0.799 0.726 0.900 0.980 0.845
ACCESS-ESM1-5_CCAM [-] 3.85 3.85 3.32 0.530 0.958 0.986 0.770 0.744 0.896 0.850 0.814
ACCESS-ESM1-5_CMIP6 [-] 4.72 4.72 3.18 1.54 1.93 0.691 0.455 0.538 0.942 0.837 0.707
CESM2_BARPA [-] 3.60 3.60 3.32 0.275 0.911 0.870 0.859 0.684 0.915 0.993 0.846
CESM2_CCAM [-] 3.32 3.32 3.32 0.00246 0.753 0.793 0.866 0.747 0.925 0.963 0.870
CESM2_CMIP6 [-] 4.82 4.82 3.27 1.55 1.81 0.735 0.450 0.629 0.944 0.959 0.716
CMCC-ESM2_BARPA [-] 3.30 3.30 3.32 -0.0234 0.762 1.09 0.882 0.729 0.887 0.960 0.857
CMCC-ESM2_CCAM [-] 3.71 3.71 3.32 0.386 0.880 1.11 0.810 0.726 0.878 0.974 0.829
CMCC-ESM2_CMIP6 [-] 5.58 5.58 3.27 2.31 2.94 0.855 0.311 0.414 0.933 0.791 0.563
CNRM-ESM2-1_CCAM [-] 3.51 3.51 3.32 0.190 0.851 1.13 0.814 0.738 0.872 0.719 0.797
CNRM-ESM2-1_CMIP6 [-] 3.57 3.57 3.31 0.258 0.870 0.856 0.788 0.696 0.917 0.939 0.818
EC-Earth3_BARPA [-] 3.15 3.15 3.32 -0.176 0.736 0.819 0.863 0.754 0.926 0.946 0.862
EC-Earth3_CCAM [-] 3.45 3.45 3.32 0.130 0.816 0.967 0.863 0.725 0.899 0.958 0.852
EC-Earth3_CMIP6 [-] 3.78 3.78 3.31 0.467 1.20 0.818 0.781 0.607 0.925 0.870 0.757
ERA5_BARPA [-] 3.53 3.53 3.33 0.200 0.602 1.01 0.881 0.791 0.896 0.998 0.883
ERA5_CCAM [-] 3.68 3.68 3.33 0.349 0.719 0.826 0.817 0.796 0.920 0.875 0.852
MPI-ESM1-2-HR_BARPA [-] 2.64 2.64 3.32 -0.683 0.885 0.698 0.734 0.787 0.935 0.971 0.848
MPI-ESM1-2-HR_CMIP6 [-] 1.97 1.97 3.35 -1.38 1.50 0.891 0.506 0.759 0.918 0.988 0.778
NorESM2-MM_BARPA [-] 3.64 3.64 3.32 0.320 0.781 0.873 0.847 0.739 0.916 0.998 0.863
NorESM2-MM_CCAM [-] 3.79 3.79 3.32 0.467 1.01 0.783 0.754 0.732 0.927 0.698 0.803
NorESM2-MM_CMIP6 [-] 4.62 4.62 3.27 1.36 1.53 0.803 0.511 0.702 0.925 0.992 0.770
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 [-] 2.96
ACCESS-CM2_BARPA [-] 3.54 3.49 2.97 4.19 0.518 1.21 0.535 0.841 0.787 0.962 0.932 0.861
ACCESS-CM2_CCAM [-] 3.56 3.52 2.97 4.13 0.547 1.38 0.516 0.816 0.767 0.963 0.926 0.835
ACCESS-CM2_CMIP6 [-] 4.15 4.15 3.07 1.08 1.88 0.511 0.724 0.683 0.964 0.941 0.778
ACCESS-ESM1-5_BARPA [-] 3.55 3.52 2.97 3.95 0.545 1.22 0.544 0.831 0.786 0.963 0.845 0.853
ACCESS-ESM1-5_CCAM [-] 3.98 3.95 2.97 4.38 0.985 1.59 0.547 0.762 0.753 0.960 0.937 0.846
ACCESS-ESM1-5_CMIP6 [-] 5.00 5.00 3.01 1.98 2.61 0.454 0.576 0.639 0.964 0.870 0.757
CESM2_BARPA [-] 2.72 2.70 2.97 3.03 -0.277 1.13 0.712 0.894 0.765 0.948 0.717 0.825
CESM2_CCAM [-] 2.86 2.80 2.97 3.55 -0.163 1.20 0.456 0.901 0.748 0.970 0.986 0.890
CESM2_CMIP6 [-] 4.72 4.72 3.00 1.72 2.48 0.509 0.623 0.620 0.965 0.936 0.772
CMCC-ESM2_BARPA [-] 2.68 2.66 2.97 3.10 -0.318 1.29 0.643 0.870 0.742 0.955 0.810 0.822
CMCC-ESM2_CCAM [-] 4.47 4.40 2.97 5.40 1.43 2.19 0.532 0.701 0.676 0.965 0.919 0.818
CMCC-ESM2_CMIP6 [-] 7.77 7.77 3.00 4.78 7.85 0.791 0.293 0.228 0.925 0.590 0.528
CNRM-ESM2-1_CCAM [-] 3.95 3.88 2.97 4.91 0.912 1.56 0.571 0.774 0.744 0.957 0.985 0.856
CNRM-ESM2-1_CMIP6 [-] 2.46 2.46 3.00 -0.548 1.37 0.456 0.812 0.731 0.971 0.969 0.851
EC-Earth3_BARPA [-] 2.93 2.89 2.97 3.52 -0.0791 0.972 0.578 0.896 0.803 0.959 0.910 0.880
EC-Earth3_CCAM [-] 4.22 4.14 2.97 5.31 1.17 2.02 0.513 0.738 0.671 0.966 0.913 0.821
EC-Earth3_CMIP6 [-] 5.28 5.26 3.00 7.56 2.27 4.61 0.481 0.558 0.371 0.969 0.586 0.619
ERA5_BARPA [-] 3.42 3.38 2.98 3.97 0.397 1.16 0.569 0.863 0.776 0.958 0.905 0.866
ERA5_CCAM [-] 4.28 4.21 2.98 5.15 1.23 1.73 0.540 0.725 0.745 0.962 0.950 0.844
MPI-ESM1-2-HR_BARPA [-] 2.60 2.55 2.97 3.31 -0.420 1.10 0.581 0.867 0.788 0.963 0.883 0.857
MPI-ESM1-2-HR_CMIP6 [-] 2.02 2.01 2.98 3.81 -0.977 1.69 0.515 0.730 0.721 0.962 0.966 0.829
NorESM2-MM_BARPA [-] 3.31 3.28 2.97 3.72 0.308 1.30 0.651 0.875 0.742 0.951 0.841 0.841
NorESM2-MM_CCAM [-] 4.61 4.56 2.97 5.30 1.59 2.11 0.446 0.664 0.710 0.971 0.990 0.817
NorESM2-MM_CMIP6 [-] 5.60 5.60 3.00 2.60 3.24 0.479 0.490 0.597 0.969 0.852 0.718
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 [-] 2.59
ACCESS-CM2_BARPA [-] 2.74 2.74 2.59 0.152 0.486 1.43 0.878 0.755 0.817 0.970 0.844
ACCESS-CM2_CCAM [-] 2.66 2.66 2.59 0.0702 0.565 1.97 0.863 0.719 0.720 0.987 0.811
ACCESS-CM2_CMIP6 [-] 3.12 3.12 2.60 0.522 0.802 2.56 0.680 0.660 0.654 0.990 0.737
ACCESS-ESM1-5_BARPA [-] 2.56 2.56 2.59 -0.0342 0.512 2.71 0.910 0.729 0.618 0.993 0.803
ACCESS-ESM1-5_CCAM [-] 2.49 2.49 2.59 -0.0938 0.632 2.97 0.881 0.682 0.550 0.992 0.766
ACCESS-ESM1-5_CMIP6 [-] 3.06 3.06 2.67 0.388 0.985 4.11 0.671 0.579 0.354 0.907 0.622
CESM2_BARPA [-] 2.59 2.59 2.59 1.87e-05 0.487 2.42 0.894 0.748 0.662 0.947 0.806
CESM2_CCAM [-] 2.15 2.15 2.59 -0.438 0.681 2.25 0.740 0.733 0.670 0.975 0.774
CESM2_CMIP6 [-] 3.03 3.03 2.63 0.398 0.764 3.98 0.742 0.638 0.386 0.968 0.678
CMCC-ESM2_BARPA [-] 2.45 2.45 2.59 -0.138 0.424 1.86 0.891 0.785 0.749 0.995 0.847
CMCC-ESM2_CCAM [-] 2.81 2.81 2.59 0.222 0.757 3.22 0.805 0.648 0.482 0.974 0.718
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.63 0.378 0.832 3.45 0.719 0.625 0.466 0.969 0.687
CNRM-ESM2-1_CCAM [-] 2.58 2.58 2.59 -0.0104 0.518 2.24 0.896 0.730 0.681 0.958 0.807
CNRM-ESM2-1_CMIP6 [-] 2.69 2.69 2.63 0.0580 0.633 0.988 0.801 0.675 0.896 0.829 0.786
EC-Earth3_BARPA [-] 2.27 2.27 2.59 -0.322 0.651 2.97 0.804 0.696 0.586 0.998 0.763
EC-Earth3_CCAM [-] 2.51 2.51 2.59 -0.0808 0.817 3.92 0.909 0.594 0.374 0.974 0.700
EC-Earth3_CMIP6 [-] 2.40 2.40 2.62 -0.214 0.659 3.02 0.825 0.657 0.549 0.967 0.739
ERA5_BARPA [-] 2.71 2.71 2.59 0.120 0.435 1.85 0.886 0.779 0.740 0.993 0.842
ERA5_CCAM [-] 2.77 2.77 2.59 0.176 0.586 2.92 0.834 0.721 0.558 0.957 0.762
MPI-ESM1-2-HR_BARPA [-] 2.37 2.37 2.59 -0.216 0.549 1.28 0.823 0.753 0.841 0.958 0.834
MPI-ESM1-2-HR_CMIP6 [-] 1.84 1.84 2.58 -0.743 0.908 1.12 0.597 0.721 0.882 0.965 0.784
NorESM2-MM_BARPA [-] 2.82 2.82 2.59 0.226 0.486 1.30 0.842 0.773 0.844 0.941 0.842
NorESM2-MM_CCAM [-] 2.77 2.77 2.59 0.185 0.479 1.82 0.858 0.769 0.754 0.994 0.836
NorESM2-MM_CMIP6 [-] 3.15 3.15 2.63 0.513 0.687 2.77 0.696 0.743 0.589 0.923 0.738
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 [-] 1.69
ACCESS-CM2_BARPA [-] 2.25 2.21 1.68 2.33 0.526 0.730 1.33 0.739 0.751 0.824 0.990 0.801
ACCESS-CM2_CCAM [-] 2.30 2.26 1.68 2.39 0.573 0.867 1.40 0.718 0.700 0.826 0.908 0.787
ACCESS-CM2_CMIP6 [-] 2.39 2.39 1.65 2.37 0.741 0.970 1.30 0.623 0.664 0.837 0.864 0.745
ACCESS-ESM1-5_BARPA [-] 2.17 2.14 1.68 2.22 0.460 0.765 1.34 0.759 0.703 0.829 0.946 0.801
ACCESS-ESM1-5_CCAM [-] 2.14 2.14 1.68 2.13 0.459 0.880 1.42 0.716 0.687 0.828 0.695 0.763
ACCESS-ESM1-5_CMIP6 [-] 2.54 2.56 1.64 2.43 0.914 1.21 1.55 0.563 0.593 0.792 0.688 0.682
CESM2_BARPA [-] 1.84 1.83 1.68 1.85 0.151 0.554 1.46 0.865 0.738 0.808 0.948 0.816
CESM2_CCAM [-] 1.38 1.45 1.68 1.25 -0.233 0.745 1.82 0.837 0.662 0.731 0.984 0.776
CESM2_CMIP6 [-] 2.39 2.41 1.65 2.28 0.760 1.09 1.16 0.618 0.632 0.869 0.698 0.735
CMCC-ESM2_BARPA [-] 1.82 1.79 1.68 1.89 0.106 0.630 1.69 0.877 0.699 0.770 0.895 0.792
CMCC-ESM2_CCAM [-] 2.81 2.73 1.68 2.96 1.05 1.36 1.38 0.551 0.607 0.815 0.888 0.716
CMCC-ESM2_CMIP6 [-] 3.72 3.69 1.65 3.86 2.04 3.03 1.40 0.331 0.313 0.825 0.229 0.449
CNRM-ESM2-1_CCAM [-] 2.32 2.30 1.68 2.35 0.621 0.936 1.42 0.704 0.668 0.814 0.954 0.768
CNRM-ESM2-1_CMIP6 [-] 1.44 1.47 1.64 1.29 -0.171 0.601 1.81 0.855 0.685 0.747 0.770 0.750
EC-Earth3_BARPA [-] 1.54 1.56 1.68 1.50 -0.122 0.533 1.45 0.860 0.747 0.809 0.964 0.821
EC-Earth3_CCAM [-] 2.05 2.07 1.68 2.02 0.386 0.958 1.44 0.784 0.603 0.805 0.888 0.764
EC-Earth3_CMIP6 [-] 1.87 1.90 1.66 1.77 0.236 1.13 1.43 0.782 0.543 0.802 0.673 0.711
ERA5_BARPA [-] 2.10 2.08 1.69 2.13 0.395 0.639 1.63 0.790 0.748 0.774 0.985 0.810
ERA5_CCAM [-] 2.27 2.28 1.69 2.27 0.586 0.878 1.28 0.715 0.699 0.817 0.805 0.774
MPI-ESM1-2-HR_BARPA [-] 1.54 1.53 1.68 1.58 -0.152 0.516 1.41 0.856 0.765 0.820 0.799 0.797
MPI-ESM1-2-HR_CMIP6 [-] 0.896 0.915 1.66 0.827 -0.747 0.955 1.35 0.583 0.713 0.835 0.942 0.751
NorESM2-MM_BARPA [-] 2.25 2.20 1.68 2.36 0.518 0.767 1.72 0.741 0.726 0.774 0.978 0.793
NorESM2-MM_CCAM [-] 2.70 2.66 1.68 2.80 0.974 1.18 1.34 0.578 0.684 0.823 0.873 0.752
NorESM2-MM_CMIP6 [-] 3.03 3.03 1.65 3.02 1.37 1.54 1.33 0.429 0.656 0.838 0.719 0.693
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 [-] 4.42
ACCESS-CM2_BARPA [-] 4.60 4.60 4.45 0.148 0.924 1.37 0.834 0.738 0.851 0.945 0.831
ACCESS-CM2_CCAM [-] 3.85 3.85 4.43 -0.576 0.961 1.42 0.768 0.763 0.841 0.967 0.805
ACCESS-CM2_CMIP6 [-] 4.30 4.30 4.49 -0.191 0.801 0.694 0.840 0.719 0.920 0.876 0.842
ACCESS-ESM1-5_BARPA [-] 4.32 4.32 4.45 -0.123 1.02 1.61 0.780 0.731 0.805 0.921 0.803
ACCESS-ESM1-5_CCAM [-] 4.08 4.08 4.43 -0.345 0.956 1.76 0.790 0.742 0.785 0.973 0.804
ACCESS-ESM1-5_CMIP6 [-] 3.78 3.78 4.11 -0.332 0.894 1.29 0.767 0.709 0.833 0.656 0.729
CESM2_BARPA [-] 4.72 4.72 4.45 0.272 1.14 1.46 0.792 0.696 0.816 0.884 0.783
CESM2_CCAM [-] 4.41 4.41 4.43 -0.0138 1.20 1.51 0.735 0.707 0.822 0.864 0.783
CESM2_CMIP6 [-] 4.69 4.69 4.30 0.386 1.19 1.03 0.802 0.622 0.923 0.994 0.765
CMCC-ESM2_BARPA [-] 4.35 4.35 4.45 -0.101 0.891 1.20 0.816 0.762 0.877 0.983 0.848
CMCC-ESM2_CCAM [-] 4.00 4.00 4.43 -0.427 1.04 1.53 0.769 0.741 0.819 0.854 0.784
CMCC-ESM2_CMIP6 [-] 4.30 4.30 4.30 -0.00273 1.24 1.48 0.643 0.734 0.825 0.876 0.722
CNRM-ESM2-1_CCAM [-] 3.91 3.91 4.43 -0.514 1.04 1.72 0.790 0.714 0.773 0.992 0.795
CNRM-ESM2-1_CMIP6 [-] 5.39 5.39 4.79 0.599 1.54 1.82 0.613 0.639 0.757 0.976 0.676
EC-Earth3_BARPA [-] 4.24 4.24 4.45 -0.212 0.985 1.67 0.827 0.709 0.805 0.992 0.825
EC-Earth3_CCAM [-] 4.04 4.04 4.43 -0.384 0.983 1.65 0.806 0.722 0.794 0.968 0.810
EC-Earth3_CMIP6 [-] 4.62 4.62 4.41 0.207 1.01 1.76 0.808 0.682 0.790 0.987 0.761
ERA5_BARPA [-] 4.48 4.48 4.45 0.0296 0.777 1.25 0.838 0.780 0.858 0.995 0.858
ERA5_CCAM [-] 3.89 3.89 4.43 -0.540 0.943 1.17 0.771 0.771 0.858 0.819 0.804
MPI-ESM1-2-HR_BARPA [-] 4.60 4.60 4.45 0.148 1.22 1.38 0.746 0.704 0.849 0.793 0.782
MPI-ESM1-2-HR_CMIP6 [-] 4.04 4.04 4.65 -0.616 1.43 1.90 0.686 0.679 0.762 0.970 0.698
NorESM2-MM_BARPA [-] 4.72 4.72 4.45 0.274 0.938 1.37 0.819 0.735 0.849 0.989 0.831
NorESM2-MM_CCAM [-] 4.13 4.13 4.43 -0.298 0.803 1.63 0.833 0.770 0.806 0.996 0.836
NorESM2-MM_CMIP6 [-] 4.47 4.47 4.30 0.171 0.726 1.35 0.863 0.746 0.847 0.965 0.836
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 [-] 2.58
ACCESS-CM2_BARPA [-] 2.38 2.38 2.57 2.07 -0.184 0.772 1.64 0.863 0.667 0.757 0.808 0.789
ACCESS-CM2_CCAM [-] 2.08 2.08 2.57 1.90 -0.493 0.852 1.52 0.757 0.683 0.785 0.683 0.744
ACCESS-CM2_CMIP6 [-] 2.36 2.36 2.54 -0.179 0.756 1.37 0.819 0.637 0.812 0.838 0.765
ACCESS-ESM1-5_BARPA [-] 2.13 2.13 2.57 2.00 -0.440 0.865 1.77 0.780 0.663 0.741 0.634 0.735
ACCESS-ESM1-5_CCAM [-] 1.90 1.91 2.57 1.61 -0.667 0.954 1.01 0.685 0.681 0.878 0.800 0.765
ACCESS-ESM1-5_CMIP6 [-] 2.19 2.19 2.54 -0.343 0.965 3.64 0.800 0.557 0.413 0.739 0.630
CESM2_BARPA [-] 2.33 2.33 2.57 1.84 -0.235 0.618 0.890 0.855 0.733 0.888 0.965 0.851
CESM2_CCAM [-] 2.19 2.19 2.57 1.51 -0.379 0.695 0.433 0.781 0.762 0.963 0.940 0.854
CESM2_CMIP6 [-] 2.24 2.24 2.57 -0.323 0.704 0.398 0.806 0.689 0.963 0.960 0.839
CMCC-ESM2_BARPA [-] 2.17 2.18 2.57 1.85 -0.393 0.682 1.01 0.801 0.734 0.871 0.825 0.813
CMCC-ESM2_CCAM [-] 2.60 2.60 2.57 2.51 0.0257 0.882 2.38 0.856 0.627 0.640 0.775 0.715
CMCC-ESM2_CMIP6 [-] 2.58 2.58 2.57 0.00948 0.678 1.51 0.836 0.693 0.798 0.676 0.755
CNRM-ESM2-1_CCAM [-] 2.33 2.33 2.57 2.13 -0.246 0.901 2.28 0.842 0.626 0.673 0.604 0.712
CNRM-ESM2-1_CMIP6 [-] 2.24 2.24 2.53 -0.282 0.621 0.692 0.776 0.741 0.914 0.994 0.843
EC-Earth3_BARPA [-] 2.16 2.16 2.57 1.69 -0.406 0.740 1.25 0.781 0.719 0.856 0.926 0.805
EC-Earth3_CCAM [-] 2.37 2.38 2.57 1.93 -0.196 0.768 1.76 0.848 0.671 0.743 0.942 0.788
EC-Earth3_CMIP6 [-] 2.31 2.31 2.58 -0.266 0.791 1.70 0.813 0.653 0.756 0.988 0.794
ERA5_BARPA [-] 2.47 2.47 2.57 2.17 -0.0912 0.642 1.08 0.869 0.721 0.864 0.749 0.812
ERA5_CCAM [-] 2.25 2.25 2.57 2.01 -0.322 0.731 1.50 0.828 0.704 0.816 0.752 0.786
MPI-ESM1-2-HR_BARPA [-] 2.13 2.13 2.57 1.69 -0.437 0.702 0.764 0.775 0.747 0.918 0.920 0.838
MPI-ESM1-2-HR_CMIP6 [-] 1.34 1.34 2.52 -1.18 1.29 0.489 0.468 0.734 0.961 0.639 0.702
NorESM2-MM_BARPA [-] 2.56 2.56 2.57 2.26 -0.0106 0.620 1.25 0.879 0.723 0.846 0.894 0.836
NorESM2-MM_CCAM [-] 2.31 2.31 2.57 2.20 -0.262 0.788 1.64 0.838 0.680 0.794 0.670 0.763
NorESM2-MM_CMIP6 [-] 2.43 2.43 2.57 -0.140 0.619 1.06 0.845 0.720 0.876 0.819 0.814
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 [-] 5.34
ACCESS-CM2_BARPA [-] 4.79 4.82 5.35 4.29 -0.528 2.25 0.544 0.856 0.745 0.964 0.891 0.851
ACCESS-CM2_CCAM [-] 3.94 3.92 5.35 4.11 -1.43 2.90 0.604 0.791 0.696 0.956 0.972 0.836
ACCESS-CM2_CMIP6 [-] 4.07 4.07 5.28 -1.21 2.76 0.394 0.789 0.659 0.971 0.362 0.691
ACCESS-ESM1-5_BARPA [-] 5.09 5.11 5.35 4.79 -0.240 2.01 0.616 0.872 0.765 0.951 0.934 0.868
ACCESS-ESM1-5_CCAM [-] 5.40 5.36 5.35 5.81 0.00510 2.25 0.558 0.880 0.731 0.961 0.986 0.872
ACCESS-ESM1-5_CMIP6 [-] 7.93 7.93 5.34 2.59 4.66 0.489 0.668 0.564 0.971 0.267 0.611
CESM2_BARPA [-] 3.96 3.99 5.35 3.61 -1.36 2.41 0.606 0.804 0.743 0.950 0.989 0.857
CESM2_CCAM [-] 4.91 4.94 5.35 4.60 -0.412 2.07 0.636 0.875 0.757 0.949 0.983 0.876
CESM2_CMIP6 [-] 6.72 6.72 5.16 1.56 3.18 0.433 0.785 0.664 0.973 0.817 0.794
CMCC-ESM2_BARPA [-] 3.76 3.78 5.35 3.53 -1.57 2.53 0.653 0.783 0.744 0.950 0.988 0.853
CMCC-ESM2_CCAM [-] 5.42 5.37 5.35 5.90 0.0181 1.78 0.575 0.870 0.797 0.961 0.989 0.892
CMCC-ESM2_CMIP6 [-] 8.28 8.28 5.16 3.12 5.45 0.441 0.600 0.516 0.959 0.959 0.732
CNRM-ESM2-1_CCAM [-] 4.39 4.35 5.35 4.84 -1.00 2.31 0.636 0.831 0.752 0.953 0.984 0.866
CNRM-ESM2-1_CMIP6 [-] 3.95 3.95 5.01 -1.05 2.46 0.491 0.849 0.700 0.970 0.975 0.854
EC-Earth3_BARPA [-] 4.45 4.47 5.35 4.28 -0.883 1.73 0.532 0.851 0.821 0.964 0.978 0.894
EC-Earth3_CCAM [-] 5.97 5.90 5.35 6.66 0.549 2.47 0.577 0.852 0.726 0.958 0.985 0.863
EC-Earth3_CMIP6 [-] 9.32 9.32 5.22 4.10 10.5 0.314 0.529 0.269 0.981 0.505 0.537
ERA5_BARPA [-] 4.91 4.94 5.37 4.54 -0.426 1.85 0.506 0.886 0.780 0.962 0.980 0.888
ERA5_CCAM [-] 5.55 5.51 5.37 5.98 0.143 1.65 0.583 0.884 0.811 0.958 0.991 0.900
MPI-ESM1-2-HR_BARPA [-] 4.17 4.21 5.35 3.64 -1.14 2.24 0.624 0.813 0.765 0.954 0.862 0.839
MPI-ESM1-2-HR_CMIP6 [-] 2.62 2.62 5.07 -2.45 3.92 0.721 0.608 0.649 0.946 0.718 0.721
NorESM2-MM_BARPA [-] 4.78 4.79 5.35 4.60 -0.562 2.12 0.552 0.882 0.743 0.952 0.977 0.872
NorESM2-MM_CCAM [-] 6.41 6.41 5.35 6.45 1.05 1.95 0.573 0.834 0.799 0.957 0.993 0.885
NorESM2-MM_CMIP6 [-] 7.54 7.54 5.16 2.37 3.33 0.215 0.688 0.706 0.987 0.959 0.821
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 [-] 2.68
ACCESS-CM2_BARPA [-] 3.51 2.92 2.69 3.99 0.235 0.958 1.11 0.805 0.741 0.876 0.927 0.818
ACCESS-CM2_CCAM [-] 3.32 2.84 2.69 3.71 0.151 1.16 1.18 0.741 0.720 0.872 0.852 0.781
ACCESS-CM2_CMIP6 [-] 3.94 3.25 2.78 4.72 0.473 1.32 1.11 0.731 0.663 0.877 0.923 0.771
ACCESS-ESM1-5_BARPA [-] 3.26 2.83 2.69 3.61 0.145 1.01 1.22 0.786 0.727 0.861 0.936 0.808
ACCESS-ESM1-5_CCAM [-] 3.64 2.95 2.69 4.19 0.266 1.22 1.25 0.728 0.707 0.862 0.959 0.793
ACCESS-ESM1-5_CMIP6 [-] 4.84 3.85 2.76 6.04 1.10 1.79 1.37 0.621 0.597 0.844 0.892 0.710
CESM2_BARPA [-] 3.09 2.56 2.69 3.52 -0.128 0.864 1.19 0.842 0.739 0.872 0.935 0.826
CESM2_CCAM [-] 3.63 2.50 2.69 4.54 -0.190 1.01 1.26 0.809 0.720 0.862 0.971 0.816
CESM2_CMIP6 [-] 4.63 3.68 2.75 5.66 0.930 1.57 1.06 0.676 0.634 0.890 0.938 0.754
CMCC-ESM2_BARPA [-] 2.98 2.45 2.69 3.40 -0.233 0.936 1.27 0.830 0.731 0.867 0.896 0.811
CMCC-ESM2_CCAM [-] 4.06 3.47 2.69 4.54 0.780 1.63 1.31 0.682 0.654 0.846 0.943 0.756
CMCC-ESM2_CMIP6 [-] 5.79 4.91 2.75 6.75 2.16 3.52 1.25 0.480 0.465 0.865 0.743 0.604
CNRM-ESM2-1_CCAM [-] 3.46 3.00 2.69 3.83 0.310 1.24 1.31 0.735 0.698 0.844 0.928 0.781
CNRM-ESM2-1_CMIP6 [-] 3.23 2.46 2.75 4.19 -0.283 0.965 1.22 0.790 0.706 0.865 0.962 0.806
EC-Earth3_BARPA [-] 3.04 2.42 2.69 3.54 -0.264 0.818 1.25 0.833 0.750 0.862 0.951 0.829
EC-Earth3_CCAM [-] 3.73 3.08 2.69 4.25 0.398 1.42 1.36 0.768 0.646 0.836 0.945 0.768
EC-Earth3_CMIP6 [-] 4.66 3.49 2.71 5.85 0.783 2.29 1.25 0.719 0.532 0.855 0.751 0.678
ERA5_BARPA [-] 3.29 2.83 2.69 3.68 0.135 0.838 1.23 0.828 0.763 0.864 0.910 0.825
ERA5_CCAM [-] 3.54 3.13 2.69 3.87 0.438 1.24 1.15 0.723 0.721 0.866 0.947 0.796
MPI-ESM1-2-HR_BARPA [-] 2.96 2.31 2.69 3.48 -0.375 0.867 1.07 0.800 0.759 0.892 0.963 0.835
MPI-ESM1-2-HR_CMIP6 [-] 2.97 1.88 2.73 4.09 -0.848 1.53 1.03 0.608 0.696 0.893 0.933 0.765
NorESM2-MM_BARPA [-] 3.58 2.93 2.69 4.11 0.247 0.951 1.27 0.817 0.736 0.868 0.912 0.814
NorESM2-MM_CCAM [-] 3.73 3.34 2.69 4.05 0.658 1.36 1.16 0.687 0.717 0.871 0.943 0.787
NorESM2-MM_CMIP6 [-] 4.92 4.10 2.75 5.81 1.35 1.85 1.16 0.605 0.669 0.874 0.934 0.750
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 [-] 4.65
ACCESS-CM2_BARPA [-] 4.74 4.39 4.56 4.82 -0.176 2.32 0.570 0.867 0.700 0.955 0.871 0.818
ACCESS-CM2_CCAM [-] 5.46 4.93 4.61 5.57 0.322 2.86 0.533 0.829 0.659 0.961 0.975 0.816
ACCESS-CM2_CMIP6 [-] 5.85 4.97 4.43 6.14 0.547 3.03 0.492 0.840 0.585 0.961 0.933 0.781
ACCESS-ESM1-5_BARPA [-] 4.11 4.18 4.56 4.09 -0.384 2.16 0.626 0.863 0.721 0.950 0.956 0.842
ACCESS-ESM1-5_CCAM [-] 5.93 5.83 4.61 5.95 1.22 3.09 0.795 0.798 0.648 0.927 0.971 0.798
ACCESS-ESM1-5_CMIP6 [-] 8.42 7.52 4.48 8.76 3.03 4.82 0.435 0.582 0.529 0.971 0.771 0.676
CESM2_BARPA [-] 3.59 3.31 4.56 3.66 -1.25 2.32 0.561 0.803 0.728 0.962 0.828 0.810
CESM2_CCAM [-] 6.51 5.46 4.61 6.73 0.855 2.76 0.556 0.793 0.693 0.961 0.852 0.798
CESM2_CMIP6 [-] 7.59 7.00 4.38 7.78 2.62 4.09 0.521 0.616 0.569 0.965 0.987 0.741
CMCC-ESM2_BARPA [-] 3.53 3.07 4.56 3.63 -1.49 2.58 0.516 0.771 0.711 0.967 0.895 0.811
CMCC-ESM2_CCAM [-] 7.17 7.11 4.61 7.18 2.51 4.55 0.611 0.689 0.612 0.956 0.619 0.698
CMCC-ESM2_CMIP6 [-] 10.2 8.61 4.38 10.8 4.24 6.68 0.866 0.470 0.428 0.922 0.919 0.633
CNRM-ESM2-1_CCAM [-] 5.36 5.77 4.61 5.28 1.17 2.85 0.820 0.781 0.702 0.930 0.744 0.772
CNRM-ESM2-1_CMIP6 [-] 4.94 3.58 4.27 5.50 -0.691 1.93 0.519 0.837 0.732 0.969 0.926 0.839
EC-Earth3_BARPA [-] 3.92 3.81 4.56 3.95 -0.747 1.78 0.605 0.857 0.779 0.957 0.887 0.852
EC-Earth3_CCAM [-] 6.80 7.31 4.61 6.69 2.71 5.14 0.736 0.662 0.543 0.942 0.729 0.683
EC-Earth3_CMIP6 [-] 9.94 9.44 4.47 10.1 4.97 11.4 0.502 0.423 0.214 0.968 0.750 0.514
ERA5_BARPA [-] 4.29 4.26 4.57 4.30 -0.309 1.88 0.556 0.872 0.757 0.960 0.879 0.845
ERA5_CCAM [-] 6.23 7.12 4.62 6.04 2.50 3.86 0.583 0.686 0.655 0.955 0.654 0.721
MPI-ESM1-2-HR_BARPA [-] 3.82 3.69 4.56 3.84 -0.876 2.00 0.570 0.834 0.758 0.963 0.860 0.835
MPI-ESM1-2-HR_CMIP6 [-] 5.91 4.13 4.33 6.50 -0.195 3.80 0.527 0.715 0.572 0.960 0.675 0.699
NorESM2-MM_BARPA [-] 4.70 4.16 4.56 4.82 -0.405 2.19 0.622 0.878 0.712 0.956 0.864 0.824
NorESM2-MM_CCAM [-] 5.93 6.36 4.61 5.85 1.76 2.71 0.539 0.750 0.725 0.963 0.986 0.830
NorESM2-MM_CMIP6 [-] 8.41 7.92 4.38 8.58 3.55 4.61 0.631 0.523 0.592 0.959 0.991 0.731
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 [-] 2.67
ACCESS-CM2_BARPA [-] 2.97 2.97 2.67 0.303 0.615 1.03 0.830 0.730 0.873 0.997 0.832
ACCESS-CM2_CCAM [-] 3.07 3.07 2.67 0.404 0.704 1.08 0.783 0.715 0.872 0.989 0.814
ACCESS-CM2_CMIP6 [-] 3.64 3.64 2.64 1.00 1.29 1.25 0.490 0.560 0.831 0.999 0.688
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 2.67 0.324 0.670 1.16 0.822 0.711 0.865 0.968 0.815
ACCESS-ESM1-5_CCAM [-] 3.26 3.26 2.67 0.591 0.933 1.27 0.709 0.660 0.863 0.995 0.777
ACCESS-ESM1-5_CMIP6 [-] 4.12 4.12 2.73 1.39 1.77 0.861 0.410 0.488 0.925 0.995 0.661
CESM2_BARPA [-] 2.80 2.80 2.67 0.126 0.535 0.922 0.892 0.744 0.909 0.998 0.857
CESM2_CCAM [-] 2.48 2.48 2.67 -0.185 0.607 1.15 0.865 0.725 0.861 0.988 0.833
CESM2_CMIP6 [-] 3.90 3.90 2.68 1.22 1.61 1.11 0.445 0.492 0.914 0.934 0.655
CMCC-ESM2_BARPA [-] 2.63 2.63 2.67 -0.0433 0.472 1.17 0.920 0.766 0.873 0.999 0.865
CMCC-ESM2_CCAM [-] 3.35 3.35 2.67 0.686 1.07 1.19 0.669 0.616 0.862 0.949 0.742
CMCC-ESM2_CMIP6 [-] 4.18 4.18 2.68 1.50 2.04 0.973 0.365 0.397 0.889 0.955 0.601
CNRM-ESM2-1_CCAM [-] 3.07 3.07 2.67 0.406 0.692 1.00 0.782 0.724 0.886 0.996 0.823
CNRM-ESM2-1_CMIP6 [-] 2.71 2.71 2.68 0.0232 0.700 1.40 0.754 0.697 0.807 0.410 0.673
EC-Earth3_BARPA [-] 2.31 2.31 2.67 -0.363 0.588 1.16 0.803 0.765 0.881 0.972 0.837
EC-Earth3_CCAM [-] 2.88 2.88 2.67 0.211 0.828 1.22 0.858 0.625 0.871 0.988 0.794
EC-Earth3_CMIP6 [-] 2.48 2.48 2.67 -0.186 0.593 1.40 0.847 0.709 0.843 0.861 0.794
ERA5_BARPA [-] 2.78 2.78 2.67 0.110 0.454 1.21 0.901 0.779 0.877 0.998 0.867
ERA5_CCAM [-] 3.21 3.21 2.67 0.537 0.757 0.962 0.728 0.731 0.880 0.929 0.800
MPI-ESM1-2-HR_BARPA [-] 2.07 2.07 2.67 -0.605 0.715 1.17 0.693 0.799 0.863 0.977 0.826
MPI-ESM1-2-HR_CMIP6 [-] 1.63 1.63 2.70 -1.07 1.16 1.40 0.493 0.747 0.791 0.926 0.741
NorESM2-MM_BARPA [-] 2.90 2.90 2.67 0.233 0.574 1.21 0.855 0.741 0.854 0.991 0.836
NorESM2-MM_CCAM [-] 3.15 3.15 2.67 0.486 0.681 1.36 0.752 0.763 0.835 0.965 0.816
NorESM2-MM_CMIP6 [-] 3.88 3.88 2.68 1.20 1.31 1.37 0.455 0.697 0.850 0.997 0.739
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 [-] 2.95
ACCESS-CM2_BARPA [-] 3.31 3.31 2.95 0.365 0.742 1.04 0.828 0.748 0.897 0.989 0.842
ACCESS-CM2_CCAM [-] 3.08 3.08 2.95 0.133 0.644 0.713 0.837 0.789 0.935 0.727 0.815
ACCESS-CM2_CMIP6 [-] 3.53 3.53 3.26 0.264 1.00 0.900 0.706 0.710 0.890 0.184 0.640
ACCESS-ESM1-5_BARPA [-] 3.55 3.55 2.95 0.607 0.892 0.930 0.746 0.742 0.911 0.995 0.827
ACCESS-ESM1-5_CCAM [-] 3.65 3.65 2.95 0.700 0.968 0.829 0.712 0.765 0.925 0.762 0.785
ACCESS-ESM1-5_CMIP6 [-] 4.69 4.69 2.87 1.82 2.13 0.659 0.362 0.537 0.958 0.975 0.674
CESM2_BARPA [-] 3.22 3.22 2.95 0.271 0.804 0.702 0.855 0.708 0.946 0.983 0.840
CESM2_CCAM [-] 3.11 3.11 2.95 0.163 0.712 0.651 0.875 0.742 0.949 0.996 0.861
CESM2_CMIP6 [-] 4.50 4.50 2.90 1.61 1.88 0.711 0.414 0.600 0.948 0.858 0.684
CMCC-ESM2_BARPA [-] 2.79 2.79 2.95 -0.153 0.651 1.03 0.887 0.758 0.902 0.989 0.859
CMCC-ESM2_CCAM [-] 3.35 3.35 2.95 0.402 0.807 0.972 0.804 0.744 0.911 0.918 0.824
CMCC-ESM2_CMIP6 [-] 5.31 5.31 2.90 2.41 3.16 0.888 0.274 0.334 0.931 0.430 0.460
CNRM-ESM2-1_CCAM [-] 3.35 3.35 2.95 0.402 0.845 0.944 0.797 0.732 0.911 0.773 0.789
CNRM-ESM2-1_CMIP6 [-] 3.11 3.11 2.95 0.152 0.667 0.631 0.874 0.733 0.957 0.954 0.850
EC-Earth3_BARPA [-] 2.66 2.66 2.95 -0.287 0.612 0.719 0.853 0.799 0.946 0.964 0.872
EC-Earth3_CCAM [-] 3.16 3.16 2.95 0.210 0.803 0.830 0.854 0.717 0.922 0.961 0.834
EC-Earth3_CMIP6 [-] 3.36 3.36 2.92 0.440 1.20 0.757 0.791 0.585 0.933 0.708 0.720
ERA5_BARPA [-] 3.16 3.16 2.96 0.207 0.549 0.960 0.877 0.803 0.906 0.993 0.876
ERA5_CCAM [-] 3.43 3.43 2.95 0.475 0.745 0.688 0.785 0.789 0.947 0.867 0.835
MPI-ESM1-2-HR_BARPA [-] 2.33 2.33 2.95 -0.615 0.802 0.596 0.748 0.797 0.949 0.995 0.857
MPI-ESM1-2-HR_CMIP6 [-] 1.51 1.51 2.99 -1.47 1.56 0.876 0.462 0.771 0.930 0.820 0.751
NorESM2-MM_BARPA [-] 3.25 3.25 2.95 0.297 0.694 0.806 0.850 0.759 0.928 0.998 0.859
NorESM2-MM_CCAM [-] 3.70 3.70 2.95 0.755 1.11 0.649 0.696 0.712 0.952 0.787 0.772
NorESM2-MM_CMIP6 [-] 4.43 4.43 2.90 1.53 1.69 0.760 0.436 0.688 0.933 0.993 0.748
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 [-] 4.11
ACCESS-CM2_BARPA [-] 4.18 4.18 4.12 0.0609 0.957 1.24 0.884 0.692 0.867 0.996 0.826
ACCESS-CM2_CCAM [-] 3.81 3.81 4.12 -0.306 0.895 1.41 0.835 0.744 0.839 0.803 0.793
ACCESS-CM2_CMIP6 [-] 4.09 4.09 4.26 -0.167 0.901 0.493 0.824 0.693 0.973 0.574 0.751
ACCESS-ESM1-5_BARPA [-] 4.26 4.26 4.12 0.141 0.935 1.10 0.880 0.702 0.884 0.994 0.832
ACCESS-ESM1-5_CCAM [-] 4.29 4.29 4.12 0.171 0.938 1.32 0.859 0.713 0.853 0.991 0.826
ACCESS-ESM1-5_CMIP6 [-] 4.78 4.78 3.90 0.874 1.45 0.769 0.620 0.540 0.914 0.979 0.719
CESM2_BARPA [-] 4.41 4.41 4.12 0.285 1.14 1.22 0.866 0.647 0.867 0.985 0.803
CESM2_CCAM [-] 3.78 3.78 4.12 -0.338 0.840 1.09 0.853 0.754 0.890 0.996 0.849
CESM2_CMIP6 [-] 5.45 5.45 4.02 1.43 1.67 0.781 0.501 0.673 0.937 0.770 0.711
CMCC-ESM2_BARPA [-] 4.37 4.37 4.12 0.251 0.996 1.22 0.874 0.685 0.864 0.990 0.820
CMCC-ESM2_CCAM [-] 4.47 4.47 4.12 0.351 1.04 1.41 0.821 0.700 0.828 0.943 0.798
CMCC-ESM2_CMIP6 [-] 6.12 6.12 4.02 2.10 2.50 0.786 0.365 0.530 0.937 0.662 0.605
CNRM-ESM2-1_CCAM [-] 3.86 3.86 4.12 -0.258 0.863 1.52 0.840 0.747 0.812 0.874 0.804
CNRM-ESM2-1_CMIP6 [-] 4.66 4.66 4.16 0.508 1.35 1.38 0.643 0.635 0.850 0.956 0.744
EC-Earth3_BARPA [-] 4.18 4.18 4.12 0.0566 0.999 1.03 0.879 0.685 0.896 0.947 0.819
EC-Earth3_CCAM [-] 4.08 4.08 4.12 -0.0376 0.845 1.26 0.877 0.736 0.862 0.977 0.838
EC-Earth3_CMIP6 [-] 4.66 4.66 4.14 0.524 1.21 0.949 0.766 0.639 0.912 0.711 0.734
ERA5_BARPA [-] 4.31 4.31 4.12 0.184 0.716 1.12 0.888 0.772 0.880 0.998 0.862
ERA5_CCAM [-] 4.20 4.20 4.12 0.0814 0.665 1.12 0.864 0.807 0.879 0.929 0.857
MPI-ESM1-2-HR_BARPA [-] 3.29 3.29 4.12 -0.827 1.06 0.914 0.712 0.771 0.914 0.930 0.820
MPI-ESM1-2-HR_CMIP6 [-] 2.89 2.89 4.09 -1.20 1.38 0.921 0.571 0.741 0.901 0.993 0.789
NorESM2-MM_BARPA [-] 4.49 4.49 4.12 0.367 0.963 1.01 0.842 0.709 0.899 0.998 0.832
NorESM2-MM_CCAM [-] 3.97 3.97 4.12 -0.143 0.823 1.07 0.841 0.763 0.888 0.951 0.841
NorESM2-MM_CMIP6 [-] 5.02 5.02 4.02 1.00 1.21 0.890 0.621 0.722 0.915 0.864 0.769
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 [-] 2.69
ACCESS-CM2_BARPA [-] 3.00 3.00 2.71 3.50 0.291 0.945 0.598 0.877 0.787 0.955 0.864 0.854
ACCESS-CM2_CCAM [-] 2.91 2.91 2.70 3.52 0.205 1.02 0.542 0.864 0.774 0.960 0.831 0.841
ACCESS-CM2_CMIP6 [-] 3.60 3.60 2.84 0.758 1.46 0.673 0.726 0.719 0.951 0.441 0.711
ACCESS-ESM1-5_BARPA [-] 3.27 3.27 2.71 3.90 0.564 0.970 0.459 0.827 0.819 0.970 0.931 0.873
ACCESS-ESM1-5_CCAM [-] 3.79 3.78 2.70 4.79 1.08 1.54 0.463 0.710 0.752 0.966 0.986 0.833
ACCESS-ESM1-5_CMIP6 [-] 4.77 4.77 2.84 1.93 2.49 0.394 0.548 0.618 0.956 0.989 0.746
CESM2_BARPA [-] 2.46 2.46 2.71 2.89 -0.250 0.849 0.518 0.904 0.794 0.967 0.734 0.839
CESM2_CCAM [-] 2.66 2.66 2.70 3.53 -0.0420 1.05 0.481 0.908 0.743 0.967 0.993 0.871
CESM2_CMIP6 [-] 4.47 4.47 2.73 1.74 2.44 0.479 0.573 0.585 0.971 0.989 0.741
CMCC-ESM2_BARPA [-] 2.26 2.25 2.71 2.81 -0.453 0.945 0.588 0.864 0.786 0.959 0.749 0.829
CMCC-ESM2_CCAM [-] 3.44 3.43 2.70 4.96 0.727 1.36 0.584 0.786 0.733 0.960 0.985 0.839
CMCC-ESM2_CMIP6 [-] 6.17 6.17 2.73 3.43 5.48 0.535 0.339 0.273 0.967 0.821 0.535
CNRM-ESM2-1_CCAM [-] 3.24 3.23 2.70 4.29 0.533 1.17 0.545 0.810 0.764 0.958 0.973 0.854
CNRM-ESM2-1_CMIP6 [-] 2.64 2.64 2.85 -0.211 1.20 0.373 0.823 0.726 0.978 0.846 0.820
EC-Earth3_BARPA [-] 2.48 2.48 2.71 3.26 -0.228 0.727 0.483 0.893 0.839 0.969 0.934 0.895
EC-Earth3_CCAM [-] 3.41 3.40 2.70 4.99 0.701 1.41 0.498 0.792 0.715 0.965 0.967 0.831
EC-Earth3_CMIP6 [-] 4.07 4.07 2.70 1.37 2.97 0.442 0.661 0.449 0.971 0.638 0.634
ERA5_BARPA [-] 3.04 3.04 2.71 3.69 0.324 0.908 0.527 0.876 0.795 0.959 0.926 0.870
ERA5_CCAM [-] 3.59 3.58 2.71 4.95 0.869 1.32 0.554 0.758 0.770 0.958 0.989 0.849
MPI-ESM1-2-HR_BARPA [-] 2.12 2.12 2.71 2.87 -0.591 1.01 0.613 0.826 0.793 0.960 0.901 0.855
MPI-ESM1-2-HR_CMIP6 [-] 1.50 1.50 2.76 -1.27 1.67 0.557 0.643 0.732 0.952 0.972 0.806
NorESM2-MM_BARPA [-] 2.95 2.94 2.71 3.66 0.237 0.933 0.474 0.894 0.780 0.971 0.892 0.863
NorESM2-MM_CCAM [-] 4.30 4.29 2.70 5.67 1.59 2.08 0.392 0.623 0.679 0.974 0.943 0.780
NorESM2-MM_CMIP6 [-] 5.26 5.26 2.73 2.52 3.15 0.253 0.448 0.560 0.983 0.917 0.694
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 [-] 3.17
ACCESS-CM2_BARPA [-] 3.89 3.85 3.17 4.22 0.685 1.41 0.489 0.819 0.788 0.967 0.830 0.838
ACCESS-CM2_CCAM [-] 3.99 3.97 3.17 4.16 0.805 1.64 0.495 0.785 0.763 0.965 0.672 0.790
ACCESS-CM2_CMIP6 [-] 4.50 4.50 3.21 1.28 2.16 0.407 0.723 0.663 0.971 0.925 0.789
ACCESS-ESM1-5_BARPA [-] 3.73 3.70 3.17 3.95 0.531 1.41 0.606 0.834 0.766 0.958 0.779 0.821
ACCESS-ESM1-5_CCAM [-] 4.11 4.08 3.17 4.37 0.910 1.63 0.610 0.796 0.753 0.956 0.914 0.835
ACCESS-ESM1-5_CMIP6 [-] 5.15 5.15 3.13 2.02 2.69 0.493 0.592 0.651 0.968 0.829 0.738
CESM2_BARPA [-] 2.89 2.87 3.17 3.03 -0.297 1.34 0.856 0.889 0.747 0.935 0.660 0.796
CESM2_CCAM [-] 2.99 2.91 3.17 3.55 -0.254 1.31 0.437 0.896 0.751 0.971 0.987 0.871
CESM2_CMIP6 [-] 4.89 4.89 3.18 1.71 2.50 0.530 0.653 0.640 0.962 0.900 0.759
CMCC-ESM2_BARPA [-] 2.97 2.95 3.17 3.11 -0.218 1.54 0.684 0.874 0.715 0.953 0.667 0.785
CMCC-ESM2_CCAM [-] 5.16 5.13 3.17 5.41 1.96 2.83 0.493 0.646 0.640 0.968 0.982 0.775
CMCC-ESM2_CMIP6 [-] 8.87 8.87 3.18 5.69 9.46 0.966 0.266 0.201 0.899 0.833 0.480
CNRM-ESM2-1_CCAM [-] 4.43 4.37 3.17 4.94 1.20 1.85 0.591 0.752 0.731 0.957 0.976 0.829
CNRM-ESM2-1_CMIP6 [-] 2.34 2.34 3.10 -0.759 1.48 0.508 0.806 0.734 0.967 0.967 0.841
EC-Earth3_BARPA [-] 3.23 3.20 3.17 3.53 0.0311 1.15 0.648 0.898 0.781 0.953 0.799 0.842
EC-Earth3_CCAM [-] 4.76 4.69 3.17 5.32 1.52 2.48 0.525 0.703 0.643 0.966 0.963 0.783
EC-Earth3_CMIP6 [-] 6.05 6.02 3.18 7.56 2.84 5.67 0.506 0.502 0.329 0.968 0.668 0.559
ERA5_BARPA [-] 3.67 3.63 3.18 3.98 0.451 1.34 0.600 0.855 0.764 0.958 0.845 0.837
ERA5_CCAM [-] 4.74 4.69 3.18 5.15 1.51 2.05 0.529 0.703 0.729 0.964 0.975 0.820
MPI-ESM1-2-HR_BARPA [-] 2.92 2.88 3.17 3.32 -0.294 1.16 0.558 0.892 0.784 0.964 0.731 0.831
MPI-ESM1-2-HR_CMIP6 [-] 2.37 2.35 3.14 3.81 -0.782 1.71 0.486 0.782 0.714 0.968 0.912 0.818
NorESM2-MM_BARPA [-] 3.55 3.53 3.17 3.73 0.361 1.57 0.782 0.863 0.718 0.939 0.732 0.794
NorESM2-MM_CCAM [-] 4.82 4.76 3.17 5.28 1.59 2.12 0.487 0.691 0.729 0.969 0.970 0.818
NorESM2-MM_CMIP6 [-] 5.83 5.83 3.18 2.65 3.30 0.634 0.515 0.620 0.961 0.822 0.707
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 [-] 2.59
ACCESS-CM2_BARPA [-] 2.74 2.74 2.59 0.152 0.486 1.43 0.878 0.755 0.817 0.970 0.835
ACCESS-CM2_CCAM [-] 2.66 2.66 2.59 0.0702 0.565 1.97 0.863 0.719 0.720 0.987 0.802
ACCESS-CM2_CMIP6 [-] 3.12 3.12 2.60 0.522 0.802 2.56 0.680 0.660 0.654 0.990 0.729
ACCESS-ESM1-5_BARPA [-] 2.56 2.56 2.59 -0.0342 0.512 2.71 0.910 0.729 0.618 0.993 0.796
ACCESS-ESM1-5_CCAM [-] 2.49 2.49 2.59 -0.0938 0.632 2.97 0.881 0.682 0.550 0.992 0.758
ACCESS-ESM1-5_CMIP6 [-] 3.06 3.06 2.67 0.388 0.985 4.11 0.671 0.579 0.354 0.907 0.618
CESM2_BARPA [-] 2.59 2.59 2.59 1.87e-05 0.487 2.42 0.894 0.748 0.662 0.947 0.800
CESM2_CCAM [-] 2.15 2.15 2.59 -0.438 0.681 2.25 0.740 0.733 0.670 0.975 0.770
CESM2_CMIP6 [-] 3.03 3.03 2.63 0.398 0.764 3.98 0.742 0.638 0.386 0.968 0.674
CMCC-ESM2_BARPA [-] 2.45 2.45 2.59 -0.138 0.424 1.86 0.891 0.785 0.749 0.995 0.841
CMCC-ESM2_CCAM [-] 2.81 2.81 2.59 0.222 0.757 3.22 0.805 0.648 0.482 0.974 0.711
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.63 0.378 0.832 3.45 0.719 0.625 0.466 0.969 0.681
CNRM-ESM2-1_CCAM [-] 2.58 2.58 2.59 -0.0104 0.518 2.24 0.896 0.730 0.681 0.958 0.799
CNRM-ESM2-1_CMIP6 [-] 2.69 2.69 2.63 0.0580 0.633 0.988 0.801 0.675 0.896 0.829 0.775
EC-Earth3_BARPA [-] 2.27 2.27 2.59 -0.322 0.651 2.97 0.804 0.696 0.586 0.998 0.756
EC-Earth3_CCAM [-] 2.51 2.51 2.59 -0.0808 0.817 3.92 0.909 0.594 0.374 0.974 0.689
EC-Earth3_CMIP6 [-] 2.40 2.40 2.62 -0.214 0.659 3.02 0.825 0.657 0.549 0.967 0.731
ERA5_BARPA [-] 2.71 2.71 2.59 0.120 0.435 1.85 0.886 0.779 0.740 0.993 0.836
ERA5_CCAM [-] 2.77 2.77 2.59 0.176 0.586 2.92 0.834 0.721 0.558 0.957 0.758
MPI-ESM1-2-HR_BARPA [-] 2.37 2.37 2.59 -0.216 0.549 1.28 0.823 0.753 0.841 0.958 0.826
MPI-ESM1-2-HR_CMIP6 [-] 1.84 1.84 2.58 -0.743 0.908 1.12 0.597 0.721 0.882 0.965 0.777
NorESM2-MM_BARPA [-] 2.82 2.82 2.59 0.226 0.486 1.30 0.842 0.773 0.844 0.941 0.835
NorESM2-MM_CCAM [-] 2.77 2.77 2.59 0.185 0.479 1.82 0.858 0.769 0.754 0.994 0.829
NorESM2-MM_CMIP6 [-] 3.15 3.15 2.63 0.513 0.687 2.77 0.696 0.743 0.589 0.923 0.739
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 [-] 1.71
ACCESS-CM2_BARPA [-] 2.39 2.35 1.70 2.46 0.650 0.820 0.865 0.710 0.770 0.919 0.981 0.830
ACCESS-CM2_CCAM [-] 2.56 2.51 1.70 2.64 0.808 1.04 1.01 0.658 0.709 0.901 0.984 0.792
ACCESS-CM2_CMIP6 [-] 2.59 2.59 1.65 2.62 0.943 1.14 0.832 0.561 0.677 0.924 0.918 0.751
ACCESS-ESM1-5_BARPA [-] 2.34 2.33 1.70 2.35 0.629 0.890 0.915 0.713 0.710 0.925 0.979 0.808
ACCESS-ESM1-5_CCAM [-] 2.47 2.52 1.70 2.39 0.816 1.09 0.947 0.647 0.685 0.920 0.886 0.765
ACCESS-ESM1-5_CMIP6 [-] 2.82 2.86 1.64 2.53 1.22 1.50 0.923 0.475 0.590 0.923 0.795 0.675
CESM2_BARPA [-] 1.93 1.95 1.70 1.90 0.247 0.630 1.04 0.853 0.736 0.900 0.891 0.823
CESM2_CCAM [-] 1.46 1.54 1.70 1.30 -0.161 0.785 1.29 0.886 0.656 0.833 0.985 0.803
CESM2_CMIP6 [-] 2.67 2.72 1.66 2.45 1.06 1.40 0.917 0.531 0.577 0.926 0.832 0.688
CMCC-ESM2_BARPA [-] 1.88 1.85 1.70 1.93 0.147 0.703 1.41 0.877 0.696 0.843 0.883 0.799
CMCC-ESM2_CCAM [-] 3.05 2.96 1.70 3.21 1.26 1.59 0.910 0.514 0.598 0.918 0.954 0.716
CMCC-ESM2_CMIP6 [-] 4.39 4.30 1.66 4.82 2.65 3.93 0.980 0.228 0.217 0.921 0.299 0.377
CNRM-ESM2-1_CCAM [-] 2.52 2.50 1.70 2.55 0.802 1.13 1.01 0.658 0.653 0.905 0.984 0.771
CNRM-ESM2-1_CMIP6 [-] 1.46 1.50 1.66 1.24 -0.164 0.635 1.21 0.875 0.694 0.861 0.745 0.774
EC-Earth3_BARPA [-] 1.62 1.62 1.70 1.61 -0.0754 0.548 0.975 0.875 0.764 0.909 0.971 0.857
EC-Earth3_CCAM [-] 2.29 2.30 1.70 2.26 0.598 1.14 0.995 0.734 0.590 0.898 0.949 0.752
EC-Earth3_CMIP6 [-] 2.09 2.12 1.67 2.01 0.450 1.40 0.977 0.761 0.505 0.890 0.678 0.668
ERA5_BARPA [-] 2.17 2.16 1.71 2.19 0.450 0.718 1.30 0.786 0.745 0.852 0.985 0.823
ERA5_CCAM [-] 2.54 2.56 1.71 2.51 0.850 1.12 0.868 0.637 0.680 0.905 0.908 0.762
MPI-ESM1-2-HR_BARPA [-] 1.56 1.54 1.70 1.60 -0.162 0.571 0.977 0.855 0.767 0.913 0.825 0.825
MPI-ESM1-2-HR_CMIP6 [-] 0.931 0.939 1.66 0.898 -0.724 0.990 1.02 0.625 0.711 0.907 0.953 0.781
NorESM2-MM_BARPA [-] 2.36 2.30 1.70 2.47 0.599 0.881 1.50 0.731 0.715 0.822 0.960 0.789
NorESM2-MM_CCAM [-] 2.96 2.94 1.70 2.99 1.23 1.45 0.895 0.518 0.661 0.900 0.981 0.744
NorESM2-MM_CMIP6 [-] 3.35 3.37 1.66 3.22 1.72 1.89 0.896 0.360 0.633 0.911 0.912 0.690
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 [-] 1.66
ACCESS-CM2_BARPA [-] 2.01 1.99 1.65 2.08 0.335 0.591 2.05 0.786 0.721 0.674 0.791 0.738
ACCESS-CM2_CCAM [-] 1.88 1.87 1.65 1.89 0.216 0.608 1.99 0.812 0.687 0.710 0.925 0.764
ACCESS-CM2_CMIP6 [-] 2.05 2.04 1.65 2.08 0.388 0.674 2.12 0.731 0.642 0.685 0.891 0.718
ACCESS-ESM1-5_BARPA [-] 1.89 1.85 1.65 1.97 0.201 0.572 2.00 0.833 0.692 0.676 0.950 0.768
ACCESS-ESM1-5_CCAM [-] 1.59 1.57 1.65 1.62 -0.0827 0.567 2.14 0.823 0.691 0.685 0.973 0.773
ACCESS-ESM1-5_CMIP6 [-] 2.11 2.08 1.65 2.32 0.426 0.757 2.55 0.701 0.599 0.584 0.970 0.691
CESM2_BARPA [-] 1.68 1.66 1.65 1.75 0.00385 0.438 2.11 0.883 0.743 0.662 0.846 0.775
CESM2_CCAM [-] 1.26 1.31 1.65 1.15 -0.342 0.683 2.61 0.759 0.672 0.572 0.851 0.705
CESM2_CMIP6 [-] 1.94 1.91 1.65 2.06 0.259 0.560 1.56 0.765 0.724 0.773 0.980 0.793
CMCC-ESM2_BARPA [-] 1.73 1.69 1.65 1.80 0.0427 0.519 2.14 0.877 0.703 0.655 0.827 0.753
CMCC-ESM2_CCAM [-] 2.41 2.38 1.65 2.48 0.724 1.01 2.10 0.607 0.621 0.656 0.976 0.696
CMCC-ESM2_CMIP6 [-] 2.65 2.67 1.65 2.58 1.02 1.54 2.10 0.504 0.472 0.663 0.526 0.528
CNRM-ESM2-1_CCAM [-] 1.99 2.00 1.65 1.96 0.345 0.647 2.04 0.776 0.690 0.671 0.835 0.732
CNRM-ESM2-1_CMIP6 [-] 1.42 1.42 1.60 1.39 -0.183 0.544 2.84 0.818 0.667 0.544 0.800 0.699
EC-Earth3_BARPA [-] 1.41 1.46 1.65 1.29 -0.192 0.511 2.18 0.837 0.720 0.651 0.819 0.750
EC-Earth3_CCAM [-] 1.66 1.72 1.65 1.54 0.0642 0.685 2.10 0.863 0.621 0.661 0.937 0.741
EC-Earth3_CMIP6 [-] 1.50 1.54 1.65 1.38 -0.112 0.705 2.18 0.817 0.606 0.656 0.984 0.734
ERA5_BARPA [-] 1.98 1.96 1.65 2.02 0.309 0.518 2.15 0.797 0.753 0.649 0.923 0.775
ERA5_CCAM [-] 1.83 1.84 1.66 1.81 0.184 0.515 1.91 0.835 0.727 0.678 0.964 0.786
MPI-ESM1-2-HR_BARPA [-] 1.52 1.52 1.65 1.53 -0.136 0.431 2.08 0.858 0.761 0.675 0.697 0.750
MPI-ESM1-2-HR_CMIP6 [-] 0.840 0.874 1.66 0.726 -0.788 0.896 1.93 0.511 0.718 0.712 0.833 0.698
NorESM2-MM_BARPA [-] 2.08 2.05 1.65 2.15 0.394 0.592 2.05 0.757 0.743 0.698 0.937 0.776
NorESM2-MM_CCAM [-] 2.29 2.23 1.65 2.42 0.580 0.764 2.01 0.673 0.721 0.701 0.976 0.758
NorESM2-MM_CMIP6 [-] 2.51 2.45 1.65 2.75 0.805 0.960 2.06 0.546 0.696 0.715 0.943 0.719
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 [-] 3.54
ACCESS-CM2_BARPA [-] 3.64 3.64 3.55 0.0916 0.748 1.67 0.811 0.716 0.781 0.806 0.766
ACCESS-CM2_CCAM [-] 3.42 3.42 3.54 -0.115 0.692 1.62 0.815 0.747 0.788 0.980 0.816
ACCESS-CM2_CMIP6 [-] 4.64 4.64 4.33 0.310 0.779 0.00 0.833 0.658 1.00 0.987 0.827
ACCESS-ESM1-5_BARPA [-] 3.41 3.41 3.55 -0.144 0.764 1.76 0.772 0.738 0.766 0.751 0.753
ACCESS-ESM1-5_CCAM [-] 3.32 3.32 3.54 -0.218 0.746 1.71 0.809 0.724 0.775 0.963 0.799
ACCESS-ESM1-5_CMIP6 [-] 3.13 3.13 3.67 -0.546 0.734 2.05 0.687 0.712 0.745 1.00 0.771
CESM2_BARPA [-] 3.65 3.65 3.55 0.0983 0.970 1.98 0.746 0.662 0.721 0.635 0.685
CESM2_CCAM [-] 3.98 3.98 3.54 0.438 1.05 1.75 0.729 0.650 0.765 0.710 0.701
CESM2_CMIP6 [-] 4.97 4.97 3.54 1.43 2.22 1.54 0.428 0.344 0.830 0.994 0.588
CMCC-ESM2_BARPA [-] 3.38 3.38 3.55 -0.172 0.688 1.79 0.849 0.727 0.765 0.924 0.798
CMCC-ESM2_CCAM [-] 3.71 3.71 3.54 0.168 0.643 2.11 0.845 0.751 0.686 0.953 0.797
CMCC-ESM2_CMIP6 [-] 3.94 3.94 3.54 0.399 0.771 1.53 0.766 0.666 0.847 0.712 0.731
CNRM-ESM2-1_CCAM [-] 3.29 3.29 3.54 -0.250 0.663 2.13 0.820 0.757 0.691 0.996 0.804
CNRM-ESM2-1_CMIP6 [-] 4.73 4.73 3.57 1.17 1.37 1.53 0.507 0.630 0.840 0.00151 0.522
EC-Earth3_BARPA [-] 3.48 3.48 3.55 -0.0780 0.717 1.96 0.865 0.699 0.724 0.987 0.795
EC-Earth3_CCAM [-] 3.66 3.66 3.54 0.121 0.628 1.28 0.822 0.769 0.844 0.985 0.838
EC-Earth3_CMIP6 [-] 4.23 4.23 3.56 0.668 1.24 2.04 0.642 0.631 0.679 0.206 0.557
ERA5_BARPA [-] 3.61 3.61 3.55 0.0609 0.546 1.83 0.865 0.777 0.751 0.951 0.824
ERA5_CCAM [-] 3.38 3.38 3.54 -0.152 0.546 1.39 0.840 0.803 0.817 0.892 0.831
MPI-ESM1-2-HR_BARPA [-] 3.40 3.40 3.55 -0.150 0.838 1.53 0.776 0.710 0.803 0.720 0.744
MPI-ESM1-2-HR_CMIP6 [-] 4.06 4.06 3.51 0.558 1.61 3.41 0.431 0.588 0.432 0.00271 0.408
NorESM2-MM_BARPA [-] 3.74 3.74 3.55 0.186 0.731 1.61 0.806 0.725 0.791 0.847 0.779
NorESM2-MM_CCAM [-] 3.48 3.48 3.54 -0.0599 0.640 1.61 0.819 0.765 0.794 0.967 0.822
NorESM2-MM_CMIP6 [-] 4.05 4.05 3.54 0.512 0.932 1.54 0.741 0.627 0.830 0.826 0.730
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 [-] 7.30
ACCESS-CM2_BARPA [-] 8.12 8.12 7.26 0.862 1.87 0.400 0.779 0.741 0.972 0.935 0.834
ACCESS-CM2_CCAM [-] 6.26 6.26 7.29 -1.03 1.49 0.492 0.779 0.820 0.965 0.985 0.874
ACCESS-CM2_CMIP6 [-] 6.67 6.67 8.24 -1.57 1.90 0.00 0.705 0.790 1.00 1.00 0.857
ACCESS-ESM1-5_BARPA [-] 8.02 8.02 7.26 0.761 1.96 0.941 0.767 0.723 0.909 0.901 0.804
ACCESS-ESM1-5_CCAM [-] 7.40 7.40 7.29 0.109 1.41 0.825 0.842 0.777 0.934 0.937 0.853
ACCESS-ESM1-5_CMIP6 [-] 4.68 4.68 5.95 -1.27 1.38 0.00 0.650 0.833 1.00 0.439 0.751
CESM2_BARPA [-] 8.65 8.65 7.26 1.39 2.53 0.932 0.705 0.664 0.875 0.866 0.755
CESM2_CCAM [-] 8.71 8.71 7.29 1.42 2.51 0.617 0.718 0.653 0.943 0.911 0.775
CESM2_CMIP6 [-] 7.32 7.32 6.93 0.388 2.28 0.344 0.834 0.559 0.978 0.566 0.699
CMCC-ESM2_BARPA [-] 7.34 7.34 7.26 0.0878 1.44 0.602 0.795 0.820 0.960 0.954 0.870
CMCC-ESM2_CCAM [-] 5.89 5.89 7.29 -1.40 1.74 0.677 0.724 0.817 0.952 0.884 0.839
CMCC-ESM2_CMIP6 [-] 5.17 5.17 6.93 -1.76 1.92 0.339 0.623 0.822 0.976 0.684 0.785
CNRM-ESM2-1_CCAM [-] 6.56 6.56 7.29 -0.735 1.97 1.74 0.819 0.686 0.778 0.993 0.792
CNRM-ESM2-1_CMIP6 [-] 7.33 7.33 6.61 0.713 1.67 2.04 0.737 0.699 0.706 0.986 0.765
EC-Earth3_BARPA [-] 7.18 7.18 7.26 -0.0789 1.58 0.910 0.830 0.749 0.919 0.986 0.847
EC-Earth3_CCAM [-] 6.45 6.45 7.29 -0.841 1.57 0.956 0.809 0.768 0.897 0.986 0.846
EC-Earth3_CMIP6 [-] 7.57 7.57 7.21 0.359 1.46 0.640 0.823 0.738 0.959 0.989 0.849
ERA5_BARPA [-] 7.14 7.14 7.25 -0.113 1.36 0.698 0.813 0.818 0.949 0.991 0.878
ERA5_CCAM [-] 5.63 5.63 7.28 -1.66 2.05 0.613 0.690 0.768 0.949 0.905 0.816
MPI-ESM1-2-HR_BARPA [-] 9.15 9.15 7.26 1.90 3.03 0.442 0.642 0.630 0.970 0.783 0.731
MPI-ESM1-2-HR_CMIP6 [-] 6.31 6.31 7.56 -1.24 2.02 0.409 0.762 0.764 0.973 0.988 0.850
NorESM2-MM_BARPA [-] 7.66 7.66 7.26 0.408 1.63 0.478 0.817 0.754 0.962 0.979 0.853
NorESM2-MM_CCAM [-] 6.91 6.91 7.29 -0.378 1.30 0.577 0.855 0.790 0.956 0.997 0.878
NorESM2-MM_CMIP6 [-] 6.66 6.66 6.93 -0.272 1.11 0.344 0.928 0.752 0.978 0.998 0.881
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 [-] 3.70
ACCESS-CM2_BARPA [-] 3.69 3.69 3.70 -0.00250 0.741 1.90 0.877 0.699 0.738 0.977 0.798
ACCESS-CM2_CCAM [-] 3.26 3.26 3.71 -0.443 0.839 2.12 0.777 0.712 0.698 0.797 0.739
ACCESS-CM2_CMIP6 [-] 3.69 3.69 3.81 -0.118 0.633 1.34 0.882 0.691 0.822 0.874 0.792
ACCESS-ESM1-5_BARPA [-] 3.32 3.32 3.70 -0.374 0.857 2.41 0.783 0.691 0.633 0.995 0.759
ACCESS-ESM1-5_CCAM [-] 3.29 3.29 3.71 -0.420 0.899 2.75 0.771 0.689 0.561 0.905 0.723
ACCESS-ESM1-5_CMIP6 [-] 3.55 3.55 3.58 -0.0332 0.861 1.68 0.846 0.584 0.687 0.0485 0.550
CESM2_BARPA [-] 3.70 3.70 3.70 0.00342 0.857 1.73 0.841 0.670 0.754 0.925 0.772
CESM2_CCAM [-] 2.97 2.97 3.71 -0.739 0.998 2.17 0.674 0.716 0.679 0.965 0.750
CESM2_CMIP6 [-] 4.10 4.10 3.72 0.383 0.770 1.19 0.766 0.691 0.897 0.798 0.769
CMCC-ESM2_BARPA [-] 3.74 3.74 3.70 0.0440 0.877 1.46 0.832 0.670 0.812 0.984 0.793
CMCC-ESM2_CCAM [-] 3.69 3.69 3.71 -0.0148 0.947 2.15 0.802 0.655 0.668 0.849 0.726
CMCC-ESM2_CMIP6 [-] 4.78 4.78 3.72 1.06 1.58 2.36 0.497 0.604 0.598 0.400 0.541
CNRM-ESM2-1_CCAM [-] 3.28 3.28 3.71 -0.425 0.837 2.03 0.789 0.704 0.712 0.823 0.747
CNRM-ESM2-1_CMIP6 [-] 4.55 4.55 3.94 0.602 1.68 2.05 0.454 0.515 0.723 0.442 0.530
EC-Earth3_BARPA [-] 3.60 3.60 3.70 -0.0989 0.845 2.37 0.859 0.662 0.658 0.997 0.767
EC-Earth3_CCAM [-] 3.44 3.44 3.71 -0.264 0.894 2.60 0.812 0.668 0.596 0.871 0.723
EC-Earth3_CMIP6 [-] 3.88 3.88 3.63 0.248 0.897 2.79 0.786 0.620 0.567 0.994 0.718
ERA5_BARPA [-] 3.89 3.89 3.70 0.186 0.668 1.31 0.846 0.738 0.799 0.986 0.821
ERA5_CCAM [-] 3.59 3.59 3.71 -0.127 0.611 1.52 0.820 0.786 0.747 0.805 0.789
MPI-ESM1-2-HR_BARPA [-] 3.20 3.20 3.70 -0.493 0.817 2.27 0.750 0.738 0.677 0.916 0.764
MPI-ESM1-2-HR_CMIP6 [-] 3.22 3.22 3.69 -0.474 1.13 3.56 0.733 0.579 0.398 0.977 0.653
NorESM2-MM_BARPA [-] 4.10 4.10 3.70 0.410 0.885 1.80 0.782 0.687 0.755 0.950 0.772
NorESM2-MM_CCAM [-] 3.34 3.34 3.71 -0.372 0.753 2.64 0.795 0.739 0.591 0.929 0.759
NorESM2-MM_CMIP6 [-] 4.09 4.09 3.72 0.369 0.699 2.03 0.781 0.737 0.715 0.967 0.788
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 [-] 3.85
ACCESS-CM2_BARPA [-] 3.74 3.74 3.88 -0.137 0.582 1.23 0.866 0.789 0.859 0.998 0.860
ACCESS-CM2_CCAM [-] 3.18 3.18 3.86 -0.678 0.894 1.06 0.720 0.761 0.880 0.577 0.740
ACCESS-CM2_CMIP6 [-] 3.97 3.97 4.11 -0.143 0.639 0.683 0.890 0.741 0.911 0.826 0.822
ACCESS-ESM1-5_BARPA [-] 3.46 3.46 3.88 -0.422 0.695 1.02 0.798 0.786 0.888 0.990 0.850
ACCESS-ESM1-5_CCAM [-] 3.23 3.23 3.86 -0.629 0.833 1.16 0.735 0.770 0.869 0.796 0.788
ACCESS-ESM1-5_CMIP6 [-] 3.59 3.59 3.39 0.199 0.561 1.54 0.873 0.704 0.839 0.997 0.824
CESM2_BARPA [-] 3.79 3.79 3.88 -0.0880 0.592 1.23 0.871 0.785 0.857 0.989 0.857
CESM2_CCAM [-] 3.54 3.54 3.86 -0.316 0.637 1.16 0.836 0.795 0.869 0.997 0.859
CESM2_CMIP6 [-] 3.81 3.81 3.81 -0.00586 0.686 1.03 0.941 0.701 0.931 0.852 0.825
CMCC-ESM2_BARPA [-] 3.50 3.50 3.88 -0.375 0.634 0.982 0.810 0.811 0.898 0.996 0.865
CMCC-ESM2_CCAM [-] 3.25 3.25 3.86 -0.602 0.874 1.00 0.748 0.742 0.899 0.557 0.737
CMCC-ESM2_CMIP6 [-] 3.36 3.36 3.81 -0.449 0.610 1.03 0.794 0.822 0.931 0.611 0.796
CNRM-ESM2-1_CCAM [-] 3.24 3.24 3.86 -0.618 0.875 1.09 0.740 0.742 0.880 0.785 0.778
CNRM-ESM2-1_CMIP6 [-] 3.70 3.70 4.51 -0.811 1.04 1.03 0.675 0.732 0.930 1.00 0.814
EC-Earth3_BARPA [-] 3.37 3.37 3.88 -0.513 0.881 1.17 0.769 0.718 0.867 0.989 0.812
EC-Earth3_CCAM [-] 3.36 3.36 3.86 -0.496 0.885 1.10 0.788 0.705 0.877 0.793 0.774
EC-Earth3_CMIP6 [-] 3.71 3.71 3.85 -0.147 0.738 1.28 0.882 0.696 0.854 0.965 0.819
ERA5_BARPA [-] 3.80 3.80 3.88 -0.0796 0.625 1.25 0.851 0.783 0.860 0.997 0.854
ERA5_CCAM [-] 3.35 3.35 3.86 -0.509 0.816 0.996 0.783 0.742 0.899 0.650 0.763
MPI-ESM1-2-HR_BARPA [-] 3.75 3.75 3.88 -0.129 0.668 0.879 0.862 0.759 0.913 0.975 0.854
MPI-ESM1-2-HR_CMIP6 [-] 2.89 2.89 3.75 -0.864 1.14 0.410 0.620 0.688 0.973 0.984 0.791
NorESM2-MM_BARPA [-] 3.94 3.94 3.88 0.0595 0.624 1.33 0.870 0.772 0.841 0.997 0.850
NorESM2-MM_CCAM [-] 3.58 3.58 3.86 -0.275 0.613 1.08 0.858 0.786 0.882 0.853 0.833
NorESM2-MM_CMIP6 [-] 3.87 3.87 3.81 0.0514 0.464 1.02 0.936 0.791 0.875 0.900 0.859
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 [-] 2.46
ACCESS-CM2_BARPA [-] 2.45 2.45 2.44 0.0113 0.551 0.957 0.873 0.738 0.901 0.996 0.849
ACCESS-CM2_CCAM [-] 2.09 2.09 2.46 -0.374 0.684 1.12 0.784 0.708 0.882 0.860 0.789
ACCESS-CM2_CMIP6 [-] 2.40 2.40 2.48 -0.0844 0.655 1.02 0.833 0.662 0.909 0.909 0.795
ACCESS-ESM1-5_BARPA [-] 2.24 2.24 2.44 -0.203 0.618 1.30 0.869 0.704 0.840 0.990 0.822
ACCESS-ESM1-5_CCAM [-] 2.00 2.00 2.46 -0.463 0.784 1.20 0.749 0.678 0.861 0.912 0.775
ACCESS-ESM1-5_CMIP6 [-] 2.34 2.34 2.43 -0.0873 0.771 4.04 0.887 0.554 0.336 0.882 0.643
CESM2_BARPA [-] 2.26 2.26 2.44 -0.180 0.521 1.24 0.866 0.749 0.844 0.990 0.840
CESM2_CCAM [-] 1.88 1.88 2.46 -0.581 0.682 0.664 0.695 0.804 0.937 0.991 0.846
CESM2_CMIP6 [-] 2.35 2.35 2.41 -0.0639 0.638 1.16 0.919 0.634 0.859 0.953 0.800
CMCC-ESM2_BARPA [-] 2.16 2.16 2.44 -0.280 0.585 1.24 0.837 0.734 0.848 0.984 0.827
CMCC-ESM2_CCAM [-] 2.39 2.39 2.46 -0.0713 0.733 1.56 0.883 0.650 0.797 0.622 0.720
CMCC-ESM2_CMIP6 [-] 2.37 2.37 2.41 -0.0465 0.509 2.02 0.926 0.700 0.712 0.852 0.778
CNRM-ESM2-1_CCAM [-] 2.27 2.27 2.46 -0.187 0.707 1.35 0.865 0.664 0.842 0.866 0.780
CNRM-ESM2-1_CMIP6 [-] 1.97 1.97 2.23 -0.258 0.451 0.613 0.826 0.762 0.960 0.849 0.832
EC-Earth3_BARPA [-] 1.92 1.92 2.44 -0.518 0.791 1.75 0.721 0.690 0.786 0.993 0.776
EC-Earth3_CCAM [-] 2.14 2.14 2.46 -0.320 0.794 1.95 0.819 0.641 0.725 0.970 0.759
EC-Earth3_CMIP6 [-] 2.12 2.12 2.48 -0.356 0.666 1.74 0.792 0.693 0.776 0.990 0.789
ERA5_BARPA [-] 2.41 2.41 2.44 -0.0358 0.545 1.01 0.889 0.734 0.883 0.993 0.846
ERA5_CCAM [-] 2.32 2.32 2.46 -0.143 0.591 1.16 0.884 0.712 0.870 0.900 0.816
MPI-ESM1-2-HR_BARPA [-] 2.19 2.19 2.44 -0.250 0.572 0.715 0.834 0.740 0.931 0.975 0.844
MPI-ESM1-2-HR_CMIP6 [-] 1.18 1.18 2.43 -1.25 1.35 0.680 0.412 0.702 0.956 0.738 0.702
NorESM2-MM_BARPA [-] 2.52 2.52 2.44 0.0853 0.514 1.01 0.878 0.752 0.885 0.990 0.851
NorESM2-MM_CCAM [-] 2.53 2.53 2.46 0.0746 0.547 0.944 0.893 0.733 0.900 0.887 0.829
NorESM2-MM_CMIP6 [-] 2.65 2.65 2.41 0.240 0.564 0.731 0.847 0.718 0.940 0.896 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 [-] 2.61
ACCESS-CM2_BARPA [-] 2.37 2.37 2.60 2.07 -0.235 0.830 1.81 0.861 0.649 0.721 0.757 0.728
ACCESS-CM2_CCAM [-] 2.08 2.08 2.60 1.90 -0.524 0.896 1.62 0.750 0.676 0.761 0.663 0.705
ACCESS-CM2_CMIP6 [-] 2.35 2.35 2.56 -0.208 0.786 1.48 0.815 0.630 0.783 0.657 0.703
ACCESS-ESM1-5_BARPA [-] 2.10 2.10 2.60 2.00 -0.502 0.930 1.89 0.758 0.653 0.717 0.539 0.664
ACCESS-ESM1-5_CCAM [-] 1.88 1.88 2.60 1.61 -0.721 0.999 0.960 0.669 0.682 0.882 0.784 0.740
ACCESS-ESM1-5_CMIP6 [-] 2.16 2.16 2.56 -0.400 1.01 3.55 0.782 0.558 0.430 0.694 0.604
CESM2_BARPA [-] 2.35 2.35 2.60 1.84 -0.250 0.644 0.798 0.853 0.729 0.899 0.954 0.833
CESM2_CCAM [-] 2.27 2.28 2.60 1.51 -0.325 0.699 0.372 0.803 0.752 0.970 0.943 0.844
CESM2_CMIP6 [-] 2.22 2.22 2.61 -0.392 0.722 0.196 0.779 0.703 0.988 0.963 0.827
CMCC-ESM2_BARPA [-] 2.18 2.18 2.60 1.85 -0.422 0.707 0.947 0.792 0.734 0.876 0.801 0.788
CMCC-ESM2_CCAM [-] 2.65 2.65 2.60 2.51 0.0515 0.921 2.60 0.849 0.621 0.600 0.755 0.689
CMCC-ESM2_CMIP6 [-] 2.63 2.63 2.61 0.0243 0.723 1.38 0.814 0.692 0.819 0.605 0.724
CNRM-ESM2-1_CCAM [-] 2.34 2.34 2.60 2.13 -0.262 0.953 2.53 0.836 0.616 0.630 0.565 0.653
CNRM-ESM2-1_CMIP6 [-] 2.31 2.31 2.60 -0.288 0.662 0.711 0.766 0.737 0.905 0.993 0.828
EC-Earth3_BARPA [-] 2.22 2.23 2.60 1.69 -0.377 0.726 1.12 0.796 0.726 0.873 0.885 0.801
EC-Earth3_CCAM [-] 2.44 2.44 2.60 1.93 -0.163 0.762 1.70 0.856 0.679 0.748 0.924 0.777
EC-Earth3_CMIP6 [-] 2.37 2.37 2.61 -0.240 0.827 1.69 0.819 0.642 0.751 0.989 0.769
ERA5_BARPA [-] 2.49 2.49 2.60 2.17 -0.106 0.668 1.10 0.864 0.718 0.860 0.694 0.771
ERA5_CCAM [-] 2.23 2.23 2.60 2.01 -0.370 0.769 1.59 0.814 0.702 0.802 0.732 0.751
MPI-ESM1-2-HR_BARPA [-] 2.11 2.12 2.60 1.69 -0.486 0.736 0.776 0.760 0.748 0.915 0.889 0.812
MPI-ESM1-2-HR_CMIP6 [-] 1.37 1.37 2.54 -1.17 1.27 0.441 0.482 0.742 0.962 0.597 0.705
NorESM2-MM_BARPA [-] 2.56 2.57 2.60 2.26 -0.0358 0.647 1.31 0.879 0.715 0.837 0.862 0.802
NorESM2-MM_CCAM [-] 2.25 2.25 2.60 2.20 -0.351 0.852 1.83 0.824 0.667 0.768 0.585 0.702
NorESM2-MM_CMIP6 [-] 2.37 2.37 2.61 -0.240 0.634 1.14 0.844 0.720 0.861 0.777 0.784
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 [-] 5.34
ACCESS-CM2_BARPA [-] 4.79 4.82 5.35 4.29 -0.528 2.25 0.544 0.856 0.745 0.964 0.891 0.840
ACCESS-CM2_CCAM [-] 3.94 3.92 5.35 4.11 -1.43 2.90 0.604 0.791 0.696 0.956 0.972 0.822
ACCESS-CM2_CMIP6 [-] 4.07 4.07 5.28 -1.21 2.76 0.394 0.789 0.659 0.971 0.362 0.688
ACCESS-ESM1-5_BARPA [-] 5.09 5.11 5.35 4.79 -0.240 2.01 0.616 0.872 0.765 0.951 0.934 0.858
ACCESS-ESM1-5_CCAM [-] 5.40 5.36 5.35 5.81 0.00510 2.25 0.558 0.880 0.731 0.961 0.986 0.858
ACCESS-ESM1-5_CMIP6 [-] 7.93 7.93 5.34 2.59 4.66 0.489 0.668 0.564 0.971 0.267 0.607
CESM2_BARPA [-] 3.96 3.99 5.35 3.61 -1.36 2.41 0.606 0.804 0.743 0.950 0.989 0.846
CESM2_CCAM [-] 4.91 4.94 5.35 4.60 -0.412 2.07 0.636 0.875 0.757 0.949 0.983 0.864
CESM2_CMIP6 [-] 6.72 6.72 5.16 1.56 3.18 0.433 0.785 0.664 0.973 0.817 0.781
CMCC-ESM2_BARPA [-] 3.76 3.78 5.35 3.53 -1.57 2.53 0.653 0.783 0.744 0.950 0.988 0.842
CMCC-ESM2_CCAM [-] 5.42 5.37 5.35 5.90 0.0181 1.78 0.575 0.870 0.797 0.961 0.989 0.883
CMCC-ESM2_CMIP6 [-] 8.28 8.28 5.16 3.12 5.45 0.441 0.600 0.516 0.959 0.959 0.710
CNRM-ESM2-1_CCAM [-] 4.39 4.35 5.35 4.84 -1.00 2.31 0.636 0.831 0.752 0.953 0.984 0.854
CNRM-ESM2-1_CMIP6 [-] 3.95 3.95 5.01 -1.05 2.46 0.491 0.849 0.700 0.970 0.975 0.839
EC-Earth3_BARPA [-] 4.45 4.47 5.35 4.28 -0.883 1.73 0.532 0.851 0.821 0.964 0.978 0.887
EC-Earth3_CCAM [-] 5.97 5.90 5.35 6.66 0.549 2.47 0.577 0.852 0.726 0.958 0.985 0.849
EC-Earth3_CMIP6 [-] 9.32 9.32 5.22 4.10 10.5 0.314 0.529 0.269 0.981 0.505 0.510
ERA5_BARPA [-] 4.91 4.94 5.37 4.54 -0.426 1.85 0.506 0.886 0.780 0.962 0.980 0.878
ERA5_CCAM [-] 5.55 5.51 5.37 5.98 0.143 1.65 0.583 0.884 0.811 0.958 0.991 0.891
MPI-ESM1-2-HR_BARPA [-] 4.17 4.21 5.35 3.64 -1.14 2.24 0.624 0.813 0.765 0.954 0.862 0.832
MPI-ESM1-2-HR_CMIP6 [-] 2.62 2.62 5.07 -2.45 3.92 0.721 0.608 0.649 0.946 0.718 0.714
NorESM2-MM_BARPA [-] 4.78 4.79 5.35 4.60 -0.562 2.12 0.552 0.882 0.743 0.952 0.977 0.859
NorESM2-MM_CCAM [-] 6.41 6.41 5.35 6.45 1.05 1.95 0.573 0.834 0.799 0.957 0.993 0.876
NorESM2-MM_CMIP6 [-] 7.54 7.54 5.16 2.37 3.33 0.215 0.688 0.706 0.987 0.959 0.809

Temporally integrated period mean

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

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

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

All Models

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

Data Information

  Title:
Interpolated Rain Gauge Precipitation

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

  History:
Thu Sep 19 19:26:17 2024: ncatted -a missing_value,CWD,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/CWD/v20240411/CWD_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked.nc.tmp Wed Aug 28 14:02:42 2024: cdo -f nc4c -b f32 -z zip_1 --shuffle setmissval,1.e+20 /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/CWD/v20240411/CWD_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/CWD/v20240411/CWD_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked_compressed.nc Wed Jun 05 08:51:30 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/CWD/v20240411/CWD_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc ./indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/CWD/v20240411/CWD_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231_masked.nc Wed May 15 14:02:28 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1979-01-01 --end_date 2021-12-31 --input_files /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19000101-19001231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19010101-19011231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19020101-19021231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19030101-19031231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19040101-19041231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19050101-19051231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19060101-19061231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19070101-19071231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19080101-19081231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19090101-19091231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19110101-19111231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19130101-19131231_daily.nc 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/g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19340101-19341231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19350101-19351231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19360101-19361231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19370101-19371231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19380101-19381231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19390101-19391231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19400101-19401231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19410101-19411231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19420101-19421231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19430101-19431231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19440101-19441231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19450101-19451231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19460101-19461231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19470101-19471231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19480101-19481231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19490101-19491231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19500101-19501231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19510101-19511231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19520101-19521231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19530101-19531231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19540101-19541231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19550101-19551231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19560101-19561231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19570101-19571231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19580101-19581231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19590101-19591231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19600101-19601231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19610101-19611231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19620101-19621231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19630101-19631231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19640101-19641231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19650101-19651231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19660101-19661231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19670101-19671231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19680101-19681231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19690101-19691231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19700101-19701231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19710101-19711231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19720101-19721231_daily.nc /g/data/xv83/agcd-csiro/precip/daily/precip-total_AGCD-CSIRO_r005_19730101-19731231_daily.nc 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/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 CWD /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/CWD/v20240411/CWD_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc

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

  Conventions:
CF-1.6

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

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

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

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

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

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

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

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

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

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

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

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

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

  Keywords_vocabulary:
GCMD Science Keywords, Version 8.1

  Standard_name_vocabulary:
CF Standard Names, v28

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

  Data_format:
netCDF4 with zlib compression

  Cdm_data_type:
Grid

  Analysis_components:
total: the gridded accumulation of rainfall.

  Url:
http://www.bom.gov.au/climate/

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

  Id:
Australian Gridded Climate Data (AGCD)

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

  Naming_authority:
au.gov.bom

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
CWD

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

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