Mean State

Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.57
ACCESS-CM2_BARPA [-] 8.24 8.24 7.58 0.660 2.13 0.324 0.876 0.777 0.972 0.990 0.878
ACCESS-CM2_CCAM [-] 8.10 8.10 7.57 0.533 2.49 0.235 0.791 0.727 0.982 0.941 0.834
ACCESS-CM2_CMIP6 [-] 6.68 6.68 7.51 -0.826 2.16 0.305 0.857 0.783 0.972 0.976 0.874
ACCESS-ESM1-5_BARPA [-] 9.33 9.33 7.58 1.75 3.06 0.240 0.777 0.716 0.980 0.983 0.834
ACCESS-ESM1-5_CCAM [-] 8.48 8.48 7.57 0.908 2.31 0.286 0.809 0.747 0.979 0.979 0.852
ACCESS-ESM1-5_CMIP6 [-] 7.00 7.01 7.56 -0.551 2.17 0.435 0.847 0.776 0.968 0.973 0.868
CESM2_BARPA [-] 8.37 8.37 7.58 0.791 2.38 0.328 0.867 0.780 0.963 0.966 0.871
CESM2_CCAM [-] 8.38 8.38 7.57 0.804 2.38 0.306 0.826 0.736 0.976 0.985 0.852
CMCC-ESM2_BARPA [-] 9.02 9.02 7.58 1.44 3.00 0.741 0.835 0.738 0.886 0.960 0.832
CMCC-ESM2_CCAM [-] 6.27 6.27 7.57 -1.30 2.83 0.349 0.820 0.755 0.972 0.896 0.840
CMCC-ESM2_CMIP6 [-] 4.36 4.36 7.58 -3.22 4.73 0.592 0.700 0.667 0.934 0.785 0.751
CNRM-ESM2-1_CCAM [-] 4.86 4.86 7.57 -2.72 4.11 0.385 0.733 0.707 0.971 0.729 0.769
CNRM-ESM2-1_CMIP6 [-] 7.41 7.41 7.55 -0.142 2.03 0.439 0.860 0.781 0.966 0.984 0.874
EC-Earth3_BARPA [-] 9.34 9.34 7.58 1.76 2.97 0.193 0.758 0.710 0.985 0.990 0.831
EC-Earth3_CCAM [-] 7.93 7.93 7.57 0.363 3.26 0.350 0.731 0.689 0.973 0.910 0.798
EC-Earth3_CMIP6 [-] 7.29 7.29 7.58 -0.289 3.30 0.525 0.772 0.700 0.957 0.898 0.805
ERA5_BARPA [-] 7.64 7.64 7.58 0.0645 1.69 0.263 0.907 0.819 0.974 0.993 0.902
ERA5_CCAM [-] 6.70 6.70 7.57 -0.877 2.14 0.235 0.834 0.807 0.980 0.941 0.874
MPI-ESM1-2-HR_BARPA [-] 8.90 8.90 7.58 1.32 2.40 0.332 0.814 0.758 0.974 0.989 0.858
MPI-ESM1-2-HR_CMIP6 [-] 8.64 8.64 7.59 1.04 2.50 0.397 0.822 0.740 0.969 0.992 0.853
NorESM2-MM_BARPA [-] 7.41 7.41 7.58 -0.171 2.73 0.522 0.870 0.735 0.927 0.989 0.851
NorESM2-MM_CCAM [-] 4.45 4.45 7.57 -3.12 4.27 0.279 0.713 0.715 0.979 0.739 0.772
NorESM2-MM_CMIP6 [-] 4.46 4.46 7.58 -3.12 4.35 0.276 0.689 0.688 0.978 0.870 0.782
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.76
ACCESS-CM2_BARPA [-] 3.13 3.13 2.75 0.373 0.889 0.00347 0.911 0.823 1.00 0.984 0.918
ACCESS-CM2_CCAM [-] 3.88 3.88 2.76 1.12 1.79 0.00264 0.752 0.696 1.00 0.967 0.836
ACCESS-CM2_CMIP6 [-] 2.69 2.69 2.82 -0.133 0.787 0.00 0.920 0.846 1.00 0.927 0.915
ACCESS-ESM1-5_BARPA [-] 3.79 3.79 2.75 1.04 1.88 0.0456 0.807 0.708 0.997 0.903 0.838
ACCESS-ESM1-5_CCAM [-] 3.60 3.60 2.76 0.841 1.40 0.0614 0.816 0.760 0.996 0.970 0.871
ACCESS-ESM1-5_CMIP6 [-] 2.54 2.54 2.94 -0.401 1.51 0.802 0.838 0.732 0.946 0.946 0.850
CESM2_BARPA [-] 2.83 2.83 2.75 0.0796 1.21 0.0395 0.929 0.774 0.997 0.980 0.904
CESM2_CCAM [-] 4.46 4.46 2.76 1.70 2.80 0.0501 0.645 0.565 0.997 0.961 0.767
CMCC-ESM2_BARPA [-] 3.17 3.17 2.75 0.421 1.28 0.00596 0.908 0.766 1.00 0.973 0.895
CMCC-ESM2_CCAM [-] 2.06 2.06 2.76 -0.695 1.59 0.104 0.855 0.737 0.993 0.944 0.866
CMCC-ESM2_CMIP6 [-] 0.859 0.859 2.78 -1.92 3.23 0.212 0.680 0.580 0.986 0.408 0.654
CNRM-ESM2-1_CCAM [-] 2.07 2.07 2.76 -0.688 1.91 0.884 0.872 0.684 0.941 0.903 0.832
CNRM-ESM2-1_CMIP6 [-] 2.96 2.96 2.92 0.0391 1.44 1.02 0.912 0.735 0.925 0.954 0.865
EC-Earth3_BARPA [-] 4.36 4.36 2.75 1.61 2.45 0.00894 0.708 0.660 0.999 0.865 0.792
EC-Earth3_CCAM [-] 4.39 4.39 2.76 1.63 2.39 0.0144 0.671 0.644 0.999 0.933 0.793
EC-Earth3_CMIP6 [-] 3.88 3.88 2.79 1.10 1.81 0.369 0.751 0.687 0.975 0.979 0.830
ERA5_BARPA [-] 2.58 2.58 2.75 -0.170 0.782 0.00341 0.935 0.842 1.00 0.996 0.932
ERA5_CCAM [-] 2.35 2.35 2.76 -0.402 0.888 0.00262 0.903 0.857 1.00 0.965 0.923
MPI-ESM1-2-HR_BARPA [-] 4.33 4.33 2.75 1.58 2.44 0.0172 0.692 0.628 0.999 0.909 0.787
MPI-ESM1-2-HR_CMIP6 [-] 4.28 4.28 2.71 1.57 2.44 0.161 0.665 0.609 0.989 0.939 0.779
NorESM2-MM_BARPA [-] 2.36 2.36 2.75 -0.394 1.23 0.0235 0.908 0.772 0.998 0.995 0.902
NorESM2-MM_CCAM [-] 1.66 1.66 2.76 -1.10 1.74 0.0243 0.810 0.762 0.998 0.760 0.825
NorESM2-MM_CMIP6 [-] 0.760 0.760 2.78 -2.02 3.20 0.00 0.659 0.592 1.00 0.389 0.652
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.57
ACCESS-CM2_BARPA [-] 2.16 2.16 1.57 0.590 1.29 0.248 0.725 0.593 0.982 0.957 0.792
ACCESS-CM2_CCAM [-] 3.72 3.72 1.57 2.15 3.38 0.254 0.401 0.336 0.983 0.803 0.594
ACCESS-CM2_CMIP6 [-] 1.39 1.39 1.43 -0.0391 0.766 0.301 0.832 0.705 0.971 0.977 0.847
ACCESS-ESM1-5_BARPA [-] 2.48 2.48 1.57 0.908 1.70 0.330 0.674 0.555 0.977 0.880 0.751
ACCESS-ESM1-5_CCAM [-] 3.20 3.20 1.57 1.63 2.60 0.279 0.505 0.423 0.981 0.830 0.662
ACCESS-ESM1-5_CMIP6 [-] 2.46 2.46 1.75 0.707 1.57 0.786 0.698 0.569 0.948 0.920 0.751
CESM2_BARPA [-] 2.05 2.05 1.57 0.480 1.44 0.444 0.782 0.636 0.967 0.900 0.819
CESM2_CCAM [-] 3.72 3.72 1.57 2.15 3.39 0.289 0.390 0.318 0.980 0.806 0.578
CMCC-ESM2_BARPA [-] 2.55 2.55 1.57 0.986 1.89 0.278 0.707 0.589 0.981 0.805 0.784
CMCC-ESM2_CCAM [-] 2.24 2.24 1.57 0.667 1.37 0.289 0.727 0.629 0.980 0.923 0.814
CMCC-ESM2_CMIP6 [-] 0.409 0.409 1.66 -1.25 1.98 0.469 0.680 0.599 0.965 0.238 0.630
CNRM-ESM2-1_CCAM [-] 1.36 1.36 1.57 -0.210 1.28 0.847 0.745 0.621 0.938 0.697 0.735
CNRM-ESM2-1_CMIP6 [-] 1.40 1.40 1.64 -0.248 0.849 0.883 0.874 0.725 0.934 0.959 0.858
EC-Earth3_BARPA [-] 3.02 3.02 1.57 1.45 2.28 0.377 0.568 0.495 0.974 0.777 0.690
EC-Earth3_CCAM [-] 3.65 3.65 1.57 2.08 3.07 0.294 0.407 0.370 0.980 0.810 0.600
EC-Earth3_CMIP6 [-] 2.39 2.39 1.63 0.754 1.42 0.800 0.669 0.574 0.946 0.982 0.727
ERA5_BARPA [-] 1.78 1.78 1.57 0.217 0.965 0.233 0.811 0.708 0.984 0.968 0.858
ERA5_CCAM [-] 2.01 2.01 1.57 0.445 0.973 0.202 0.739 0.683 0.986 0.972 0.829
MPI-ESM1-2-HR_BARPA [-] 3.15 3.15 1.57 1.59 2.52 0.432 0.492 0.406 0.970 0.819 0.636
MPI-ESM1-2-HR_CMIP6 [-] 2.84 2.84 1.52 1.32 2.10 0.510 0.528 0.457 0.966 0.867 0.657
NorESM2-MM_BARPA [-] 1.82 1.82 1.57 0.257 1.24 0.271 0.805 0.658 0.981 0.950 0.832
NorESM2-MM_CCAM [-] 1.14 1.14 1.57 -0.432 1.08 0.406 0.794 0.713 0.972 0.633 0.795
NorESM2-MM_CMIP6 [-] 0.442 0.442 1.66 -1.22 1.90 0.206 0.708 0.639 0.986 0.141 0.653
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.2
ACCESS-CM2_BARPA [-] 11.8 11.8 10.2 1.60 4.40 0.958 0.794 0.668 0.904 0.974 0.820
ACCESS-CM2_CCAM [-] 10.1 10.1 10.2 -0.0500 4.15 0.573 0.766 0.682 0.953 0.842 0.805
ACCESS-CM2_CMIP6 [-] 8.87 8.87 9.97 -1.10 4.44 0.917 0.812 0.651 0.907 0.980 0.822
ACCESS-ESM1-5_BARPA [-] 13.0 13.0 10.2 2.80 5.16 0.500 0.724 0.647 0.950 0.983 0.812
ACCESS-ESM1-5_CCAM [-] 11.1 11.1 10.2 0.883 3.74 0.419 0.792 0.708 0.966 0.907 0.829
ACCESS-ESM1-5_CMIP6 [-] 9.77 9.77 10.1 -0.329 3.72 0.509 0.806 0.704 0.954 0.920 0.823
CESM2_BARPA [-] 13.7 13.7 10.2 3.55 5.97 0.995 0.675 0.609 0.871 0.982 0.768
CESM2_CCAM [-] 11.8 11.8 10.2 1.65 3.75 0.674 0.785 0.710 0.937 0.951 0.832
CMCC-ESM2_BARPA [-] 14.3 14.3 10.2 4.08 6.95 2.25 0.637 0.558 0.635 0.982 0.697
CMCC-ESM2_CCAM [-] 7.31 7.31 10.2 -2.87 5.26 0.514 0.704 0.666 0.956 0.798 0.784
CMCC-ESM2_CMIP6 [-] 3.94 3.94 10.1 -6.14 8.37 0.994 0.548 0.562 0.886 0.758 0.672
CNRM-ESM2-1_CCAM [-] 4.27 4.27 10.2 -5.91 7.73 0.519 0.570 0.614 0.956 0.661 0.699
CNRM-ESM2-1_CMIP6 [-] 9.65 9.65 9.99 -0.332 2.78 0.469 0.846 0.776 0.956 0.983 0.882
EC-Earth3_BARPA [-] 11.9 11.9 10.2 1.71 3.76 0.488 0.785 0.706 0.959 0.984 0.845
EC-Earth3_CCAM [-] 7.25 7.25 10.2 -2.93 5.31 0.486 0.691 0.666 0.960 0.784 0.778
EC-Earth3_CMIP6 [-] 6.80 6.80 10.1 -3.32 6.16 0.591 0.684 0.620 0.948 0.720 0.745
ERA5_BARPA [-] 11.0 11.0 10.2 0.766 3.70 0.743 0.836 0.699 0.921 0.984 0.847
ERA5_CCAM [-] 7.21 7.21 10.2 -2.97 4.99 0.522 0.704 0.688 0.955 0.872 0.800
MPI-ESM1-2-HR_BARPA [-] 12.5 12.5 10.2 2.31 4.50 0.714 0.747 0.671 0.934 0.980 0.819
MPI-ESM1-2-HR_CMIP6 [-] 11.4 11.4 10.1 1.26 4.09 0.521 0.804 0.675 0.955 0.984 0.839
NorESM2-MM_BARPA [-] 11.7 11.7 10.2 1.47 5.00 1.71 0.796 0.618 0.745 0.966 0.770
NorESM2-MM_CCAM [-] 4.91 4.91 10.2 -5.27 7.01 0.421 0.598 0.639 0.963 0.686 0.707
NorESM2-MM_CMIP6 [-] 5.22 5.22 10.1 -4.86 6.75 0.816 0.591 0.631 0.927 0.896 0.725
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.13
ACCESS-CM2_BARPA [-] 2.46 2.46 2.13 0.332 0.741 0.0101 0.893 0.821 0.999 0.979 0.912
ACCESS-CM2_CCAM [-] 3.14 3.14 2.13 1.01 1.59 0.00880 0.740 0.690 0.999 0.925 0.822
ACCESS-CM2_CMIP6 [-] 2.05 2.05 2.09 -0.0408 0.558 0.00 0.910 0.843 1.00 0.995 0.927
ACCESS-ESM1-5_BARPA [-] 3.09 3.09 2.13 0.966 1.57 0.000501 0.767 0.705 1.00 0.884 0.824
ACCESS-ESM1-5_CCAM [-] 3.12 3.12 2.13 0.992 1.63 0.00180 0.747 0.680 1.00 0.900 0.815
ACCESS-ESM1-5_CMIP6 [-] 1.85 1.85 2.10 -0.249 0.770 0.0566 0.863 0.783 0.996 0.979 0.892
CESM2_BARPA [-] 1.96 1.96 2.13 -0.169 0.486 0.00151 0.926 0.864 1.00 0.997 0.937
CESM2_CCAM [-] 2.87 2.87 2.13 0.737 1.30 0.000217 0.786 0.711 1.00 0.972 0.850
CMCC-ESM2_BARPA [-] 2.15 2.15 2.13 0.0201 0.463 0.0172 0.938 0.866 0.999 0.995 0.940
CMCC-ESM2_CCAM [-] 1.96 1.96 2.13 -0.169 0.894 0.0622 0.869 0.790 0.996 0.979 0.895
CMCC-ESM2_CMIP6 [-] 1.33 1.33 2.06 -0.728 1.26 0.0255 0.807 0.738 0.998 0.961 0.861
CNRM-ESM2-1_CCAM [-] 2.10 2.10 2.13 -0.0327 1.01 0.227 0.881 0.762 0.985 0.986 0.888
CNRM-ESM2-1_CMIP6 [-] 2.42 2.42 2.11 0.305 1.06 0.336 0.857 0.758 0.978 0.898 0.860
EC-Earth3_BARPA [-] 3.25 3.25 2.13 1.12 1.78 0.00203 0.726 0.664 1.00 0.900 0.805
EC-Earth3_CCAM [-] 3.48 3.48 2.13 1.35 2.07 0.00912 0.672 0.624 0.999 0.846 0.768
EC-Earth3_CMIP6 [-] 3.06 3.06 2.08 0.972 1.52 0.0214 0.724 0.674 0.999 0.937 0.816
ERA5_BARPA [-] 1.99 1.99 2.13 -0.141 0.470 0.00256 0.927 0.870 1.00 0.996 0.939
ERA5_CCAM [-] 2.19 2.19 2.13 0.0612 0.718 0.00235 0.880 0.829 1.00 0.983 0.912
MPI-ESM1-2-HR_BARPA [-] 2.75 2.75 2.13 0.622 1.06 0.000511 0.832 0.766 1.00 0.959 0.875
MPI-ESM1-2-HR_CMIP6 [-] 2.68 2.68 2.15 0.526 1.08 0.00 0.829 0.729 1.00 0.969 0.865
NorESM2-MM_BARPA [-] 1.71 1.71 2.13 -0.415 0.769 0.0142 0.882 0.816 0.999 0.981 0.908
NorESM2-MM_CCAM [-] 1.55 1.55 2.13 -0.575 1.05 0.0168 0.850 0.779 0.999 0.947 0.881
NorESM2-MM_CMIP6 [-] 0.986 0.986 2.06 -1.08 1.71 0.0252 0.735 0.675 0.998 0.828 0.794
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.13
ACCESS-CM2_BARPA [-] 9.52 9.52 9.13 0.392 1.84 0.206 0.927 0.834 0.986 0.996 0.926
ACCESS-CM2_CCAM [-] 9.43 9.43 9.13 0.308 2.05 0.174 0.876 0.819 0.988 0.916 0.896
ACCESS-CM2_CMIP6 [-] 8.15 8.15 9.15 -1.00 1.96 0.173 0.888 0.848 0.988 0.966 0.922
ACCESS-ESM1-5_BARPA [-] 10.8 10.8 9.13 1.69 2.92 0.204 0.820 0.771 0.986 0.996 0.879
ACCESS-ESM1-5_CCAM [-] 9.87 9.87 9.13 0.746 1.97 0.318 0.882 0.828 0.978 0.978 0.907
ACCESS-ESM1-5_CMIP6 [-] 8.19 8.19 9.03 -0.837 2.02 0.410 0.883 0.837 0.973 0.965 0.914
CESM2_BARPA [-] 9.31 9.31 9.13 0.176 1.81 0.197 0.933 0.841 0.980 0.984 0.927
CESM2_CCAM [-] 9.47 9.47 9.13 0.343 2.05 0.272 0.913 0.811 0.981 0.993 0.915
CMCC-ESM2_BARPA [-] 10.1 10.1 9.13 1.00 2.54 0.554 0.896 0.791 0.917 0.981 0.889
CMCC-ESM2_CCAM [-] 7.69 7.69 9.13 -1.43 2.78 0.385 0.856 0.798 0.970 0.891 0.882
CMCC-ESM2_CMIP6 [-] 5.84 5.84 9.08 -3.24 4.84 0.618 0.729 0.703 0.930 0.779 0.802
CNRM-ESM2-1_CCAM [-] 6.29 6.29 9.13 -2.83 4.20 0.304 0.749 0.743 0.977 0.724 0.815
CNRM-ESM2-1_CMIP6 [-] 9.05 9.05 9.30 -0.255 2.17 0.391 0.876 0.815 0.970 0.925 0.894
EC-Earth3_BARPA [-] 11.1 11.1 9.13 1.95 3.09 0.133 0.795 0.763 0.990 0.996 0.871
EC-Earth3_CCAM [-] 9.95 9.95 9.13 0.824 2.97 0.409 0.809 0.766 0.968 0.833 0.846
EC-Earth3_CMIP6 [-] 9.23 9.23 9.10 0.127 3.12 0.619 0.830 0.755 0.949 0.830 0.846
ERA5_BARPA [-] 8.99 8.99 9.13 -0.136 1.47 0.185 0.942 0.864 0.983 0.998 0.940
ERA5_CCAM [-] 8.42 8.42 9.13 -0.710 1.77 0.205 0.881 0.868 0.983 0.953 0.923
MPI-ESM1-2-HR_BARPA [-] 10.3 10.3 9.13 1.15 2.07 0.295 0.875 0.833 0.979 0.997 0.912
MPI-ESM1-2-HR_CMIP6 [-] 10.2 10.2 9.12 1.06 2.33 0.421 0.874 0.807 0.970 0.995 0.902
NorESM2-MM_BARPA [-] 8.43 8.43 9.13 -0.704 2.72 0.330 0.906 0.767 0.955 0.998 0.897
NorESM2-MM_CCAM [-] 5.56 5.56 9.13 -3.56 4.75 0.284 0.702 0.728 0.980 0.808 0.821
NorESM2-MM_CMIP6 [-] 5.69 5.69 9.08 -3.39 4.61 0.171 0.703 0.721 0.988 0.924 0.837
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.241
ACCESS-CM2_BARPA [-] 0.327 0.327 0.240 0.0868 0.243 0.234 0.833 0.686 0.979 0.900 0.827
ACCESS-CM2_CCAM [-] 0.719 0.719 0.240 0.479 0.817 0.0279 0.567 0.402 0.998 0.460 0.605
ACCESS-CM2_CMIP6 [-] 0.0814 0.0814 0.240 -0.159 0.472 0.00 0.645 0.511 1.00 0.586
ACCESS-ESM1-5_BARPA [-] 0.409 0.409 0.240 0.169 0.355 0.191 0.766 0.597 0.987 0.797 0.769
ACCESS-ESM1-5_CCAM [-] 0.662 0.662 0.240 0.422 0.768 0.0508 0.606 0.430 0.996 0.513 0.650
ACCESS-ESM1-5_CMIP6 [-] 0.177 0.177 0.261 -0.0838 0.176 0.00 0.859 0.739 1.00 0.916
CESM2_BARPA [-] 0.197 0.197 0.240 -0.0424 0.165 0.111 0.894 0.754 0.992 0.958 0.848
CESM2_CCAM [-] 0.589 0.589 0.240 0.349 0.638 0.109 0.660 0.506 0.992 0.567 0.686
CMCC-ESM2_BARPA [-] 0.230 0.230 0.240 -0.0103 0.163 0.0685 0.893 0.761 0.995 0.977 0.857
CMCC-ESM2_CCAM [-] 0.278 0.278 0.240 0.0377 0.222 0.0619 0.861 0.709 0.995 0.943 0.835
CMCC-ESM2_CMIP6 [-] 0.114 0.114 0.273 -0.160 0.325 0.128 0.777 0.620 0.992 0.827 0.771
CNRM-ESM2-1_CCAM [-] 0.414 0.414 0.240 0.174 0.387 0.462 0.773 0.615 0.970 0.753 0.732
CNRM-ESM2-1_CMIP6 [-] 0.0145 0.0145 0.120 -0.105 0.206 0.224 0.799 0.650 0.986 0.0802
EC-Earth3_BARPA [-] 0.489 0.489 0.240 0.249 0.467 0.0387 0.724 0.562 0.997 0.641 0.740
EC-Earth3_CCAM [-] 0.702 0.702 0.240 0.462 0.806 0.0496 0.558 0.384 0.996 0.478 0.590
EC-Earth3_CMIP6 [-] 0.555 0.555 0.250 0.305 0.558 0.0265 0.624 0.486 0.998 0.628 0.674
ERA5_BARPA [-] 0.232 0.232 0.240 -0.00827 0.161 0.0213 0.893 0.764 0.998 0.975 0.861
ERA5_CCAM [-] 0.368 0.368 0.240 0.128 0.313 0.0332 0.795 0.637 0.997 0.846 0.784
MPI-ESM1-2-HR_BARPA [-] 0.410 0.410 0.240 0.170 0.384 0.0102 0.768 0.603 0.999 0.801 0.772
MPI-ESM1-2-HR_CMIP6 [-] 0.416 0.416 0.218 0.198 0.450 0.0526 0.722 0.555 0.996 0.794
NorESM2-MM_BARPA [-] 0.156 0.156 0.240 -0.0835 0.187 0.0680 0.884 0.753 0.995 0.867 0.816
NorESM2-MM_CCAM [-] 0.257 0.257 0.240 0.0170 0.227 0.0768 0.844 0.704 0.994 0.941 0.825
NorESM2-MM_CMIP6 [-] 0.121 0.121 0.273 -0.153 0.280 0.125 0.829 0.698 0.992 0.765
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.71
ACCESS-CM2_BARPA [-] 3.35 3.35 2.70 0.655 1.20 0.110 0.808 0.738 0.992 0.971 0.859
ACCESS-CM2_CCAM [-] 4.34 4.34 2.70 1.65 2.58 0.116 0.601 0.556 0.992 0.952 0.738
ACCESS-CM2_CMIP6 [-] 2.28 2.28 2.55 -0.267 1.47 0.00 0.743 0.693 1.00 0.956 0.802
ACCESS-ESM1-5_BARPA [-] 4.18 4.18 2.70 1.48 2.19 0.0889 0.660 0.636 0.994 0.885 0.777
ACCESS-ESM1-5_CCAM [-] 4.14 4.14 2.70 1.45 2.25 0.0777 0.650 0.609 0.994 0.913 0.767
ACCESS-ESM1-5_CMIP6 [-] 2.65 2.65 2.68 -0.0253 1.20 0.243 0.817 0.757 0.984 0.912 0.874
CESM2_BARPA [-] 2.55 2.55 2.70 -0.150 0.890 0.0796 0.871 0.819 0.994 0.973 0.913
CESM2_CCAM [-] 3.55 3.55 2.70 0.858 1.55 0.0872 0.780 0.717 0.994 0.931 0.840
CMCC-ESM2_BARPA [-] 3.01 3.01 2.70 0.314 0.941 0.0747 0.881 0.811 0.994 0.935 0.901
CMCC-ESM2_CCAM [-] 3.02 3.02 2.70 0.320 1.20 0.0774 0.835 0.750 0.994 0.976 0.865
CMCC-ESM2_CMIP6 [-] 1.90 1.90 2.54 -0.646 1.51 0.0606 0.774 0.711 0.996 0.887 0.780
CNRM-ESM2-1_CCAM [-] 2.75 2.75 2.70 0.0486 1.43 0.136 0.784 0.708 0.991 0.949 0.830
CNRM-ESM2-1_CMIP6 [-] 3.53 3.53 2.80 0.726 1.45 0.153 0.782 0.720 0.990 0.935 0.801
EC-Earth3_BARPA [-] 4.57 4.57 2.70 1.87 2.80 0.105 0.585 0.555 0.993 0.876 0.733
EC-Earth3_CCAM [-] 5.09 5.09 2.70 2.39 3.58 0.102 0.503 0.472 0.993 0.875 0.673
EC-Earth3_CMIP6 [-] 4.17 4.17 2.73 1.44 2.34 0.0891 0.636 0.603 0.994 0.907 0.746
ERA5_BARPA [-] 2.64 2.64 2.70 -0.0555 0.766 0.0643 0.881 0.837 0.995 0.991 0.916
ERA5_CCAM [-] 3.28 3.28 2.70 0.585 1.23 0.0731 0.783 0.740 0.995 0.979 0.848
MPI-ESM1-2-HR_BARPA [-] 3.35 3.35 2.70 0.648 1.14 0.0781 0.814 0.760 0.994 0.967 0.860
MPI-ESM1-2-HR_CMIP6 [-] 3.15 3.15 2.75 0.407 0.856 0.0228 0.878 0.821 0.999 0.963 0.899
NorESM2-MM_BARPA [-] 2.26 2.26 2.70 -0.439 1.08 0.0989 0.847 0.791 0.993 0.986 0.900
NorESM2-MM_CCAM [-] 2.25 2.25 2.70 -0.449 1.26 0.0830 0.835 0.751 0.994 0.971 0.878
NorESM2-MM_CMIP6 [-] 1.49 1.49 2.54 -1.05 1.85 0.0621 0.724 0.666 0.996 0.941 0.805
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.49
ACCESS-CM2_BARPA [-] 5.26 5.26 2.41 2.86 4.43 0.665 0.571 0.500 0.948 0.584 0.634
ACCESS-CM2_CCAM [-] 5.50 5.50 2.47 3.02 5.16 0.706 0.460 0.367 0.951 0.759 0.604
ACCESS-CM2_CMIP6 [-] 0.871 0.871 2.30 -1.43 3.65 1.43 0.734 0.493 0.845 0.672 0.665
ACCESS-ESM1-5_BARPA [-] 5.41 5.41 2.41 3.00 4.34 0.357 0.544 0.504 0.975 0.590 0.637
ACCESS-ESM1-5_CCAM [-] 5.82 5.82 2.47 3.35 4.95 0.366 0.432 0.410 0.974 0.733 0.612
ACCESS-ESM1-5_CMIP6 [-] 2.07 2.07 2.34 -0.268 4.40 0.761 0.631 0.327 0.950 0.902 0.661
CESM2_BARPA [-] 6.12 6.12 2.41 3.71 4.93 0.558 0.471 0.475 0.960 0.514 0.591
CESM2_CCAM [-] 5.44 5.44 2.47 2.97 4.49 0.407 0.459 0.427 0.973 0.781 0.634
CMCC-ESM2_BARPA [-] 6.05 6.05 2.41 3.64 5.06 0.471 0.454 0.427 0.964 0.538 0.577
CMCC-ESM2_CCAM [-] 3.16 3.16 2.47 0.689 2.27 0.413 0.726 0.596 0.972 0.961 0.790
CMCC-ESM2_CMIP6 [-] 0.834 0.834 2.67 -1.83 3.18 0.684 0.686 0.579 0.954 0.582 0.687
CNRM-ESM2-1_CCAM [-] 1.55 1.55 2.47 -0.920 2.43 0.622 0.789 0.639 0.956 0.826 0.785
CNRM-ESM2-1_CMIP6 [-] 3.41 3.41 3.33 0.0799 3.68 1.03 0.723 0.539 0.912 0.646 0.687
EC-Earth3_BARPA [-] 3.69 3.69 2.41 1.28 2.43 0.282 0.652 0.553 0.978 0.906 0.748
EC-Earth3_CCAM [-] 2.69 2.69 2.47 0.217 1.79 0.260 0.746 0.621 0.982 0.961 0.805
EC-Earth3_CMIP6 [-] 2.67 2.67 2.73 -0.0543 1.35 0.184 0.878 0.752 0.982 0.991 0.884
ERA5_BARPA [-] 3.51 3.51 2.41 1.11 2.31 0.548 0.720 0.622 0.961 0.876 0.775
ERA5_CCAM [-] 2.82 2.82 2.47 0.347 2.24 0.491 0.753 0.608 0.965 0.968 0.799
MPI-ESM1-2-HR_BARPA [-] 4.53 4.53 2.41 2.12 3.68 0.563 0.615 0.516 0.957 0.703 0.678
MPI-ESM1-2-HR_CMIP6 [-] 4.02 4.02 2.35 1.67 5.58 0.821 0.407 0.280 0.945 0.702 0.550
NorESM2-MM_BARPA [-] 4.55 4.55 2.41 2.15 3.23 0.544 0.570 0.535 0.962 0.764 0.688
NorESM2-MM_CCAM [-] 1.48 1.48 2.47 -0.993 2.27 0.645 0.797 0.660 0.949 0.789 0.783
NorESM2-MM_CMIP6 [-] 0.836 0.836 2.67 -1.83 3.59 1.02 0.696 0.549 0.920 0.567 0.668
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.82
ACCESS-CM2_BARPA [-] 3.81 3.87 3.85 0.0509 0.0198 1.43 0.502 0.863 0.730 0.943 0.972 0.847
ACCESS-CM2_CCAM [-] 3.76 3.80 3.84 0.0295 -0.0445 1.60 0.451 0.824 0.700 0.950 0.969 0.828
ACCESS-CM2_CMIP6 [-] 2.85 3.32 3.99 0.00125 -0.675 1.49 0.551 0.837 0.725 0.936 0.973 0.839
ACCESS-ESM1-5_BARPA [-] 4.32 4.39 3.85 0.0713 0.533 1.87 0.460 0.816 0.692 0.948 0.947 0.819
ACCESS-ESM1-5_CCAM [-] 3.94 3.98 3.84 0.0608 0.134 1.51 0.473 0.833 0.712 0.949 0.970 0.835
ACCESS-ESM1-5_CMIP6 [-] 3.12 3.64 4.18 0.0663 -0.541 1.52 0.575 0.832 0.724 0.940 0.975 0.839
CESM2_BARPA [-] 3.87 3.93 3.85 0.0571 0.0817 1.55 0.490 0.859 0.732 0.941 0.956 0.844
CESM2_CCAM [-] 3.89 3.93 3.84 0.0302 0.0864 1.54 0.477 0.841 0.705 0.948 0.972 0.834
CMCC-ESM2_BARPA [-] 4.17 4.24 3.85 0.0525 0.386 1.84 0.696 0.844 0.706 0.903 0.942 0.820
CMCC-ESM2_CCAM [-] 2.91 2.94 3.84 0.0166 -0.906 1.76 0.503 0.838 0.717 0.945 0.925 0.828
CMCC-ESM2_CMIP6 [-] 1.93 2.16 4.04 8.78e-05 -1.88 2.76 0.644 0.766 0.663 0.924 0.754 0.754
CNRM-ESM2-1_CCAM [-] 2.25 2.27 3.84 0.00255 -1.57 2.36 0.522 0.797 0.687 0.944 0.773 0.778
CNRM-ESM2-1_CMIP6 [-] 3.39 3.92 4.27 0.00 -0.352 1.47 0.590 0.840 0.735 0.938 0.980 0.845
EC-Earth3_BARPA [-] 4.32 4.39 3.85 0.0385 0.536 1.83 0.433 0.807 0.689 0.951 0.953 0.818
EC-Earth3_CCAM [-] 3.68 3.72 3.84 0.0136 -0.126 1.96 0.504 0.796 0.676 0.945 0.952 0.809
EC-Earth3_CMIP6 [-] 3.31 3.55 3.98 0.0225 -0.428 2.03 0.615 0.806 0.683 0.934 0.947 0.811
ERA5_BARPA [-] 3.54 3.59 3.85 0.0210 -0.262 1.23 0.466 0.878 0.756 0.946 0.980 0.863
ERA5_CCAM [-] 3.10 3.14 3.84 0.0142 -0.706 1.43 0.450 0.844 0.749 0.949 0.951 0.848
MPI-ESM1-2-HR_BARPA [-] 4.12 4.18 3.85 0.0502 0.331 1.56 0.502 0.834 0.718 0.945 0.961 0.835
MPI-ESM1-2-HR_CMIP6 [-] 3.82 4.20 3.93 0.0276 0.266 1.61 0.521 0.828 0.705 0.945 0.972 0.831
NorESM2-MM_BARPA [-] 3.43 3.48 3.85 0.0356 -0.371 1.71 0.592 0.860 0.704 0.923 0.976 0.834
NorESM2-MM_CCAM [-] 2.06 2.08 3.84 0.00409 -1.76 2.43 0.472 0.788 0.692 0.948 0.745 0.773
NorESM2-MM_CMIP6 [-] 1.98 2.21 4.04 2.03e-05 -1.82 2.57 0.486 0.761 0.675 0.946 0.810 0.773
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 1.36
ACCESS-CM2_BARPA [-] 1.43 1.47 1.42 0.146 0.0528 1.69 1.05 0.801 0.618 0.864 0.826 0.745
ACCESS-CM2_CCAM [-] 1.08 1.10 1.36 0.0847 -0.261 1.49 0.996 0.816 0.621 0.873 0.893 0.765
ACCESS-CM2_CMIP6 [-] 0.634 0.827 1.37 0.00406 -0.547 1.56 1.25 0.790 0.589 0.833 0.889 0.738
ACCESS-ESM1-5_BARPA [-] 1.56 1.61 1.42 0.205 0.186 1.80 1.02 0.794 0.616 0.866 0.778 0.734
ACCESS-ESM1-5_CCAM [-] 1.27 1.29 1.36 0.175 -0.0688 1.58 0.960 0.809 0.619 0.876 0.863 0.757
ACCESS-ESM1-5_CMIP6 [-] 0.810 1.04 1.23 0.228 -0.194 1.61 1.21 0.757 0.575 0.842 0.859 0.722
CESM2_BARPA [-] 1.69 1.75 1.42 0.164 0.329 1.96 1.04 0.786 0.607 0.863 0.729 0.719
CESM2_CCAM [-] 1.29 1.32 1.36 0.0868 -0.0429 1.55 0.982 0.809 0.622 0.873 0.861 0.757
CMCC-ESM2_BARPA [-] 1.72 1.78 1.42 0.151 0.359 2.04 1.13 0.785 0.598 0.846 0.715 0.708
CMCC-ESM2_CCAM [-] 0.715 0.731 1.36 0.0478 -0.633 1.46 0.994 0.822 0.626 0.874 0.805 0.750
CMCC-ESM2_CMIP6 [-] 0.304 0.376 1.55 0.000277 -1.17 1.81 1.23 0.781 0.611 0.834 0.495 0.666
CNRM-ESM2-1_CCAM [-] 0.339 0.346 1.36 0.00733 -1.02 1.56 0.984 0.816 0.630 0.874 0.373 0.665
CNRM-ESM2-1_CMIP6 [-] 1.11 1.53 2.10 0.00 -0.567 1.68 1.13 0.777 0.627 0.851 0.944 0.765
EC-Earth3_BARPA [-] 1.16 1.19 1.42 0.111 -0.226 1.36 0.981 0.821 0.640 0.873 0.902 0.775
EC-Earth3_CCAM [-] 0.610 0.623 1.36 0.0392 -0.740 1.40 0.960 0.823 0.636 0.876 0.716 0.737
EC-Earth3_CMIP6 [-] 0.605 0.707 1.38 0.0647 -0.671 1.54 0.993 0.803 0.616 0.869 0.780 0.737
ERA5_BARPA [-] 1.15 1.18 1.42 0.0603 -0.236 1.43 1.02 0.822 0.631 0.868 0.901 0.771
ERA5_CCAM [-] 0.616 0.629 1.36 0.0407 -0.734 1.47 1.00 0.822 0.625 0.873 0.725 0.734
MPI-ESM1-2-HR_BARPA [-] 1.35 1.39 1.42 0.144 -0.0285 1.62 1.04 0.806 0.620 0.864 0.852 0.753
MPI-ESM1-2-HR_CMIP6 [-] 1.23 1.49 1.43 0.0790 0.0565 1.66 1.07 0.789 0.599 0.861 0.855 0.741
NorESM2-MM_BARPA [-] 1.34 1.38 1.42 0.102 -0.0382 1.63 1.06 0.808 0.619 0.862 0.853 0.752
NorESM2-MM_CCAM [-] 0.452 0.462 1.36 0.0118 -0.901 1.46 0.988 0.820 0.635 0.873 0.544 0.701
NorESM2-MM_CMIP6 [-] 0.414 0.512 1.55 6.40e-05 -1.04 1.70 1.11 0.784 0.616 0.857 0.595 0.694
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.76
ACCESS-CM2_BARPA [-] 3.13 3.13 2.75 0.373 0.889 0.00347 0.911 0.823 1.00 0.984 0.908
ACCESS-CM2_CCAM [-] 3.88 3.88 2.76 1.12 1.79 0.00264 0.752 0.696 1.00 0.967 0.822
ACCESS-CM2_CMIP6 [-] 2.69 2.69 2.82 -0.133 0.787 0.00 0.920 0.846 1.00 0.927 0.908
ACCESS-ESM1-5_BARPA [-] 3.79 3.79 2.75 1.04 1.88 0.0456 0.807 0.708 0.997 0.903 0.825
ACCESS-ESM1-5_CCAM [-] 3.60 3.60 2.76 0.841 1.40 0.0614 0.816 0.760 0.996 0.970 0.860
ACCESS-ESM1-5_CMIP6 [-] 2.54 2.54 2.94 -0.401 1.51 0.802 0.838 0.732 0.946 0.946 0.839
CESM2_BARPA [-] 2.83 2.83 2.75 0.0796 1.21 0.0395 0.929 0.774 0.997 0.980 0.891
CESM2_CCAM [-] 4.46 4.46 2.76 1.70 2.80 0.0501 0.645 0.565 0.997 0.961 0.747
CMCC-ESM2_BARPA [-] 3.17 3.17 2.75 0.421 1.28 0.00596 0.908 0.766 1.00 0.973 0.883
CMCC-ESM2_CCAM [-] 2.06 2.06 2.76 -0.695 1.59 0.104 0.855 0.737 0.993 0.944 0.853
CMCC-ESM2_CMIP6 [-] 0.859 0.859 2.78 -1.92 3.23 0.212 0.680 0.580 0.986 0.408 0.647
CNRM-ESM2-1_CCAM [-] 2.07 2.07 2.76 -0.688 1.91 0.884 0.872 0.684 0.941 0.903 0.817
CNRM-ESM2-1_CMIP6 [-] 2.96 2.96 2.92 0.0391 1.44 1.02 0.912 0.735 0.925 0.954 0.852
EC-Earth3_BARPA [-] 4.36 4.36 2.75 1.61 2.45 0.00894 0.708 0.660 0.999 0.865 0.778
EC-Earth3_CCAM [-] 4.39 4.39 2.76 1.63 2.39 0.0144 0.671 0.644 0.999 0.933 0.778
EC-Earth3_CMIP6 [-] 3.88 3.88 2.79 1.10 1.81 0.369 0.751 0.687 0.975 0.979 0.816
ERA5_BARPA [-] 2.58 2.58 2.75 -0.170 0.782 0.00341 0.935 0.842 1.00 0.996 0.923
ERA5_CCAM [-] 2.35 2.35 2.76 -0.402 0.888 0.00262 0.903 0.857 1.00 0.965 0.916
MPI-ESM1-2-HR_BARPA [-] 4.33 4.33 2.75 1.58 2.44 0.0172 0.692 0.628 0.999 0.909 0.771
MPI-ESM1-2-HR_CMIP6 [-] 4.28 4.28 2.71 1.57 2.44 0.161 0.665 0.609 0.989 0.939 0.762
NorESM2-MM_BARPA [-] 2.36 2.36 2.75 -0.394 1.23 0.0235 0.908 0.772 0.998 0.995 0.889
NorESM2-MM_CCAM [-] 1.66 1.66 2.76 -1.10 1.74 0.0243 0.810 0.762 0.998 0.760 0.819
NorESM2-MM_CMIP6 [-] 0.760 0.760 2.78 -2.02 3.20 0.00 0.659 0.592 1.00 0.389 0.646
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.11
ACCESS-CM2_BARPA [-] 2.85 2.85 2.10 0.747 1.63 0.306 0.732 0.615 0.978 0.969 0.782
ACCESS-CM2_CCAM [-] 4.81 4.81 2.10 2.71 4.24 0.315 0.406 0.355 0.979 0.908 0.601
ACCESS-CM2_CMIP6 [-] 1.76 1.76 1.79 -0.0281 0.907 0.414 0.831 0.704 0.961 0.974 0.835
ACCESS-ESM1-5_BARPA [-] 3.28 3.28 2.10 1.18 2.18 0.354 0.672 0.562 0.975 0.897 0.734
ACCESS-ESM1-5_CCAM [-] 4.23 4.23 2.10 2.12 3.32 0.349 0.493 0.436 0.976 0.908 0.650
ACCESS-ESM1-5_CMIP6 [-] 3.18 3.18 2.29 0.893 1.88 0.790 0.763 0.619 0.948 0.932 0.776
CESM2_BARPA [-] 2.83 2.83 2.10 0.730 1.96 0.491 0.757 0.598 0.964 0.915 0.766
CESM2_CCAM [-] 4.77 4.77 2.10 2.66 4.15 0.359 0.408 0.351 0.976 0.898 0.597
CMCC-ESM2_BARPA [-] 3.55 3.55 2.10 1.45 2.63 0.343 0.641 0.525 0.977 0.851 0.704
CMCC-ESM2_CCAM [-] 3.12 3.12 2.10 1.01 1.84 0.272 0.668 0.596 0.981 0.965 0.761
CMCC-ESM2_CMIP6 [-] 0.555 0.555 2.25 -1.70 2.65 0.482 0.654 0.583 0.961 0.250 0.606
CNRM-ESM2-1_CCAM [-] 1.63 1.63 2.10 -0.479 1.54 0.796 0.768 0.660 0.942 0.638 0.734
CNRM-ESM2-1_CMIP6 [-] 1.87 1.87 2.20 -0.336 1.08 0.750 0.877 0.752 0.950 0.957 0.858
EC-Earth3_BARPA [-] 4.02 4.02 2.10 1.92 2.98 0.348 0.539 0.486 0.976 0.820 0.661
EC-Earth3_CCAM [-] 4.71 4.71 2.10 2.61 3.79 0.300 0.415 0.399 0.980 0.908 0.620
EC-Earth3_CMIP6 [-] 2.97 2.97 2.20 0.770 1.48 0.759 0.761 0.661 0.949 0.990 0.804
ERA5_BARPA [-] 2.44 2.44 2.10 0.342 1.27 0.277 0.798 0.690 0.981 0.975 0.827
ERA5_CCAM [-] 2.68 2.68 2.10 0.572 1.24 0.214 0.716 0.680 0.986 0.959 0.804
MPI-ESM1-2-HR_BARPA [-] 4.09 4.09 2.10 1.99 3.08 0.568 0.506 0.446 0.961 0.863 0.645
MPI-ESM1-2-HR_CMIP6 [-] 3.62 3.62 2.04 1.57 2.42 0.760 0.582 0.522 0.949 0.883 0.691
NorESM2-MM_BARPA [-] 2.54 2.54 2.10 0.443 1.65 0.307 0.787 0.634 0.979 0.964 0.800
NorESM2-MM_CCAM [-] 1.44 1.44 2.10 -0.664 1.42 0.544 0.774 0.721 0.963 0.561 0.748
NorESM2-MM_CMIP6 [-] 0.565 0.565 2.25 -1.69 2.61 0.308 0.659 0.606 0.979 0.128 0.595
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.439
ACCESS-CM2_BARPA [-] 0.699 0.699 0.440 0.259 0.589 0.128 0.711 0.547 0.991 0.905 0.740
ACCESS-CM2_CCAM [-] 1.39 1.39 0.439 0.955 1.56 0.126 0.391 0.294 0.991 0.540 0.502
ACCESS-CM2_CMIP6 [-] 0.393 0.393 0.461 -0.0683 0.392 0.00 0.837 0.707 1.00 0.806 0.811
ACCESS-ESM1-5_BARPA [-] 0.781 0.781 0.440 0.341 0.666 0.278 0.678 0.541 0.980 0.822 0.712
ACCESS-ESM1-5_CCAM [-] 1.04 1.04 0.439 0.598 1.07 0.130 0.531 0.397 0.991 0.715 0.606
ACCESS-ESM1-5_CMIP6 [-] 0.718 0.718 0.458 0.259 0.826 0.778 0.543 0.448 0.948 0.858 0.649
CESM2_BARPA [-] 0.393 0.393 0.440 -0.0465 0.349 0.342 0.835 0.717 0.975 0.962 0.841
CESM2_CCAM [-] 1.49 1.49 0.439 1.05 1.76 0.140 0.352 0.248 0.990 0.482 0.464
CMCC-ESM2_BARPA [-] 0.454 0.454 0.440 0.0142 0.327 0.141 0.846 0.724 0.990 0.974 0.852
CMCC-ESM2_CCAM [-] 0.372 0.372 0.439 -0.0670 0.373 0.325 0.854 0.702 0.977 0.951 0.837
CMCC-ESM2_CMIP6 [-] 0.114 0.114 0.453 -0.338 0.611 0.441 0.733 0.630 0.972 0.329 0.659
CNRM-ESM2-1_CCAM [-] 0.797 0.797 0.439 0.358 0.739 0.955 0.698 0.538 0.930 0.758 0.692
CNRM-ESM2-1_CMIP6 [-] 0.291 0.291 0.333 -0.0411 0.311 1.20 0.866 0.662 0.899 0.972 0.812
EC-Earth3_BARPA [-] 0.900 0.900 0.440 0.460 0.822 0.438 0.629 0.515 0.970 0.730 0.672
EC-Earth3_CCAM [-] 1.41 1.41 0.439 0.973 1.55 0.280 0.390 0.310 0.980 0.485 0.495
EC-Earth3_CMIP6 [-] 1.15 1.15 0.429 0.719 1.27 0.885 0.474 0.388 0.940 0.547 0.547
ERA5_BARPA [-] 0.392 0.392 0.440 -0.0479 0.320 0.139 0.837 0.745 0.990 0.956 0.854
ERA5_CCAM [-] 0.614 0.614 0.439 0.175 0.417 0.176 0.789 0.690 0.987 0.904 0.812
MPI-ESM1-2-HR_BARPA [-] 1.18 1.18 0.440 0.737 1.32 0.145 0.463 0.322 0.990 0.628 0.545
MPI-ESM1-2-HR_CMIP6 [-] 1.25 1.25 0.434 0.818 1.45 0.00 0.418 0.324 1.00 0.595 0.532
NorESM2-MM_BARPA [-] 0.303 0.303 0.440 -0.137 0.379 0.197 0.842 0.710 0.986 0.854 0.820
NorESM2-MM_CCAM [-] 0.497 0.497 0.439 0.0583 0.358 0.115 0.835 0.697 0.992 0.974 0.839
NorESM2-MM_CMIP6 [-] 0.193 0.193 0.453 -0.260 0.460 0.00 0.809 0.705 1.00 0.490 0.742
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.26
ACCESS-CM2_BARPA [-] 9.49 9.49 8.25 1.24 3.78 0.750 0.810 0.648 0.936 0.984 0.805
ACCESS-CM2_CCAM [-] 9.48 9.48 8.26 1.22 3.76 0.537 0.761 0.648 0.961 0.900 0.783
ACCESS-CM2_CMIP6 [-] 6.80 6.80 8.14 -1.34 4.33 0.598 0.830 0.643 0.938 0.941 0.799
ACCESS-ESM1-5_BARPA [-] 10.4 10.4 8.25 2.16 4.32 0.356 0.741 0.627 0.968 0.991 0.791
ACCESS-ESM1-5_CCAM [-] 9.18 9.18 8.26 0.923 2.88 0.305 0.779 0.720 0.979 0.897 0.819
ACCESS-ESM1-5_CMIP6 [-] 7.38 7.38 7.81 -0.431 3.78 0.411 0.804 0.643 0.973 0.844 0.781
CESM2_BARPA [-] 11.0 11.0 8.25 2.76 5.15 0.874 0.696 0.582 0.912 0.990 0.752
CESM2_CCAM [-] 9.77 9.77 8.26 1.51 3.34 0.314 0.763 0.686 0.978 0.957 0.814
CMCC-ESM2_BARPA [-] 11.6 11.6 8.25 3.33 5.87 0.942 0.646 0.547 0.906 0.989 0.727
CMCC-ESM2_CCAM [-] 6.95 6.95 8.26 -1.30 2.92 0.431 0.793 0.750 0.968 0.883 0.829
CMCC-ESM2_CMIP6 [-] 2.84 2.84 8.21 -5.37 7.26 0.886 0.571 0.578 0.920 0.541 0.638
CNRM-ESM2-1_CCAM [-] 3.66 3.66 8.26 -4.60 6.16 0.378 0.627 0.641 0.974 0.596 0.696
CNRM-ESM2-1_CMIP6 [-] 6.85 6.85 7.55 -0.696 2.68 0.389 0.852 0.748 0.974 0.991 0.863
EC-Earth3_BARPA [-] 10.0 10.0 8.25 1.80 3.69 0.435 0.759 0.659 0.968 0.988 0.807
EC-Earth3_CCAM [-] 6.98 6.98 8.26 -1.28 3.19 0.435 0.760 0.732 0.971 0.833 0.806
EC-Earth3_CMIP6 [-] 6.05 6.05 8.20 -2.15 3.64 0.627 0.785 0.734 0.956 0.798 0.801
ERA5_BARPA [-] 8.71 8.71 8.25 0.458 2.97 0.888 0.847 0.703 0.924 0.989 0.833
ERA5_CCAM [-] 6.10 6.10 8.26 -2.16 3.44 0.498 0.756 0.744 0.962 0.852 0.811
MPI-ESM1-2-HR_BARPA [-] 10.4 10.4 8.25 2.16 4.13 0.464 0.734 0.640 0.962 0.985 0.792
MPI-ESM1-2-HR_CMIP6 [-] 9.28 9.28 8.07 1.21 3.81 0.407 0.796 0.654 0.969 0.988 0.812
NorESM2-MM_BARPA [-] 9.57 9.57 8.25 1.32 4.22 0.803 0.800 0.612 0.925 0.986 0.787
NorESM2-MM_CCAM [-] 3.54 3.54 8.26 -4.72 6.27 0.251 0.622 0.642 0.983 0.526 0.683
NorESM2-MM_CMIP6 [-] 2.88 2.88 8.21 -5.33 7.16 0.604 0.572 0.582 0.954 0.538 0.646
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.5
ACCESS-CM2_BARPA [-] 13.3 13.3 11.5 1.85 4.81 1.10 0.783 0.681 0.883 0.931 0.792
ACCESS-CM2_CCAM [-] 10.6 10.6 11.5 -0.901 4.41 0.597 0.769 0.704 0.948 0.855 0.796
ACCESS-CM2_CMIP6 [-] 10.2 10.2 11.1 -0.940 4.51 1.12 0.801 0.657 0.887 0.982 0.797
ACCESS-ESM1-5_BARPA [-] 14.7 14.7 11.5 3.22 5.72 0.596 0.713 0.659 0.939 0.963 0.787
ACCESS-ESM1-5_CCAM [-] 12.3 12.3 11.5 0.857 4.31 0.494 0.800 0.700 0.957 0.861 0.804
ACCESS-ESM1-5_CMIP6 [-] 11.3 11.3 11.6 -0.262 3.68 0.573 0.808 0.743 0.942 0.861 0.820
CESM2_BARPA [-] 15.5 15.5 11.5 4.07 6.52 1.08 0.661 0.627 0.843 0.923 0.736
CESM2_CCAM [-] 13.2 13.2 11.5 1.74 4.03 0.915 0.799 0.725 0.909 0.902 0.812
CMCC-ESM2_BARPA [-] 16.1 16.1 11.5 4.58 7.67 3.12 0.631 0.565 0.455 0.948 0.633
CMCC-ESM2_CCAM [-] 7.55 7.55 11.5 -3.92 6.83 0.570 0.644 0.610 0.948 0.809 0.724
CMCC-ESM2_CMIP6 [-] 4.69 4.69 11.4 -6.67 9.12 1.07 0.533 0.552 0.863 0.866 0.673
CNRM-ESM2-1_CCAM [-] 4.68 4.68 11.5 -6.79 8.78 0.613 0.532 0.596 0.944 0.759 0.686
CNRM-ESM2-1_CMIP6 [-] 11.4 11.4 11.5 -0.104 2.84 0.519 0.842 0.794 0.944 0.979 0.871
EC-Earth3_BARPA [-] 13.1 13.1 11.5 1.65 3.81 0.524 0.803 0.737 0.953 0.981 0.842
EC-Earth3_CCAM [-] 7.43 7.43 11.5 -4.04 6.73 0.520 0.645 0.621 0.952 0.832 0.734
EC-Earth3_CMIP6 [-] 7.27 7.27 11.3 -4.06 7.75 0.568 0.621 0.549 0.943 0.709 0.674
ERA5_BARPA [-] 12.4 12.4 11.5 0.971 4.19 0.647 0.829 0.697 0.920 0.965 0.822
ERA5_CCAM [-] 7.95 7.95 11.5 -3.52 6.03 0.538 0.669 0.650 0.950 0.910 0.766
MPI-ESM1-2-HR_BARPA [-] 13.9 13.9 11.5 2.42 4.74 0.880 0.756 0.692 0.915 0.965 0.804
MPI-ESM1-2-HR_CMIP6 [-] 12.8 12.8 11.5 1.29 4.27 0.597 0.809 0.689 0.945 0.970 0.820
NorESM2-MM_BARPA [-] 13.0 13.0 11.5 1.57 5.53 2.32 0.794 0.622 0.626 0.908 0.714
NorESM2-MM_CCAM [-] 5.83 5.83 11.5 -5.64 7.50 0.535 0.582 0.637 0.950 0.719 0.705
NorESM2-MM_CMIP6 [-] 6.82 6.82 11.4 -4.54 6.47 0.961 0.605 0.664 0.909 0.920 0.753
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.13
ACCESS-CM2_BARPA [-] 2.46 2.46 2.13 0.332 0.741 0.0101 0.893 0.821 0.999 0.979 0.903
ACCESS-CM2_CCAM [-] 3.14 3.14 2.13 1.01 1.59 0.00880 0.740 0.690 0.999 0.925 0.809
ACCESS-CM2_CMIP6 [-] 2.05 2.05 2.09 -0.0408 0.558 0.00 0.910 0.843 1.00 0.995 0.918
ACCESS-ESM1-5_BARPA [-] 3.09 3.09 2.13 0.966 1.57 0.000501 0.767 0.705 1.00 0.884 0.812
ACCESS-ESM1-5_CCAM [-] 3.12 3.12 2.13 0.992 1.63 0.00180 0.747 0.680 1.00 0.900 0.802
ACCESS-ESM1-5_CMIP6 [-] 1.85 1.85 2.10 -0.249 0.770 0.0566 0.863 0.783 0.996 0.979 0.881
CESM2_BARPA [-] 1.96 1.96 2.13 -0.169 0.486 0.00151 0.926 0.864 1.00 0.997 0.930
CESM2_CCAM [-] 2.87 2.87 2.13 0.737 1.30 0.000217 0.786 0.711 1.00 0.972 0.836
CMCC-ESM2_BARPA [-] 2.15 2.15 2.13 0.0201 0.463 0.0172 0.938 0.866 0.999 0.995 0.933
CMCC-ESM2_CCAM [-] 1.96 1.96 2.13 -0.169 0.894 0.0622 0.869 0.790 0.996 0.979 0.885
CMCC-ESM2_CMIP6 [-] 1.33 1.33 2.06 -0.728 1.26 0.0255 0.807 0.738 0.998 0.961 0.848
CNRM-ESM2-1_CCAM [-] 2.10 2.10 2.13 -0.0327 1.01 0.227 0.881 0.762 0.985 0.986 0.875
CNRM-ESM2-1_CMIP6 [-] 2.42 2.42 2.11 0.305 1.06 0.336 0.857 0.758 0.978 0.898 0.850
EC-Earth3_BARPA [-] 3.25 3.25 2.13 1.12 1.78 0.00203 0.726 0.664 1.00 0.900 0.791
EC-Earth3_CCAM [-] 3.48 3.48 2.13 1.35 2.07 0.00912 0.672 0.624 0.999 0.846 0.753
EC-Earth3_CMIP6 [-] 3.06 3.06 2.08 0.972 1.52 0.0214 0.724 0.674 0.999 0.937 0.802
ERA5_BARPA [-] 1.99 1.99 2.13 -0.141 0.470 0.00256 0.927 0.870 1.00 0.996 0.932
ERA5_CCAM [-] 2.19 2.19 2.13 0.0612 0.718 0.00235 0.880 0.829 1.00 0.983 0.904
MPI-ESM1-2-HR_BARPA [-] 2.75 2.75 2.13 0.622 1.06 0.000511 0.832 0.766 1.00 0.959 0.865
MPI-ESM1-2-HR_CMIP6 [-] 2.68 2.68 2.15 0.526 1.08 0.00 0.829 0.729 1.00 0.969 0.852
NorESM2-MM_BARPA [-] 1.71 1.71 2.13 -0.415 0.769 0.0142 0.882 0.816 0.999 0.981 0.899
NorESM2-MM_CCAM [-] 1.55 1.55 2.13 -0.575 1.05 0.0168 0.850 0.779 0.999 0.947 0.871
NorESM2-MM_CMIP6 [-] 0.986 0.986 2.06 -1.08 1.71 0.0252 0.735 0.675 0.998 0.828 0.782
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.9
ACCESS-CM2_BARPA [-] 11.1 11.1 10.9 0.165 1.99 0.287 0.952 0.841 0.980 0.998 0.922
ACCESS-CM2_CCAM [-] 10.6 10.6 10.9 -0.322 1.92 0.244 0.921 0.855 0.983 0.927 0.908
ACCESS-CM2_CMIP6 [-] 9.47 9.47 10.9 -1.45 2.48 0.269 0.870 0.836 0.982 0.983 0.901
ACCESS-ESM1-5_BARPA [-] 12.4 12.4 10.9 1.46 2.87 0.314 0.868 0.797 0.978 0.998 0.888
ACCESS-ESM1-5_CCAM [-] 11.2 11.2 10.9 0.304 1.78 0.459 0.931 0.861 0.968 0.982 0.921
ACCESS-ESM1-5_CMIP6 [-] 9.52 9.52 10.9 -1.40 2.51 0.522 0.868 0.832 0.965 0.992 0.898
CESM2_BARPA [-] 11.2 11.2 10.9 0.313 2.14 0.305 0.940 0.831 0.968 0.977 0.910
CESM2_CCAM [-] 11.0 11.0 10.9 0.0512 2.17 0.414 0.943 0.825 0.971 0.998 0.913
CMCC-ESM2_BARPA [-] 12.1 12.1 10.9 1.17 2.94 0.844 0.896 0.783 0.872 0.982 0.863
CMCC-ESM2_CCAM [-] 8.78 8.78 10.9 -2.12 3.45 0.496 0.826 0.786 0.960 0.918 0.855
CMCC-ESM2_CMIP6 [-] 6.61 6.61 10.9 -4.31 6.18 0.870 0.677 0.667 0.897 0.864 0.754
CNRM-ESM2-1_CCAM [-] 6.91 6.91 10.9 -4.00 5.32 0.451 0.697 0.725 0.965 0.875 0.797
CNRM-ESM2-1_CMIP6 [-] 10.1 10.1 11.0 -0.931 2.19 0.574 0.900 0.843 0.956 0.984 0.905
EC-Earth3_BARPA [-] 12.6 12.6 10.9 1.71 2.90 0.179 0.846 0.802 0.987 0.998 0.887
EC-Earth3_CCAM [-] 10.8 10.8 10.9 -0.144 2.61 0.562 0.883 0.819 0.956 0.857 0.867
EC-Earth3_CMIP6 [-] 10.1 10.1 10.9 -0.792 3.34 0.853 0.870 0.771 0.928 0.856 0.839
ERA5_BARPA [-] 10.7 10.7 10.9 -0.210 1.66 0.285 0.952 0.867 0.973 0.995 0.931
ERA5_CCAM [-] 9.52 9.52 10.9 -1.39 2.09 0.316 0.874 0.878 0.973 0.988 0.918
MPI-ESM1-2-HR_BARPA [-] 12.0 12.0 10.9 1.13 2.21 0.365 0.896 0.842 0.974 0.998 0.910
MPI-ESM1-2-HR_CMIP6 [-] 11.9 11.9 10.9 1.04 2.63 0.515 0.890 0.805 0.963 0.976 0.888
NorESM2-MM_BARPA [-] 10.2 10.2 10.9 -0.725 3.24 0.516 0.919 0.749 0.929 0.998 0.869
NorESM2-MM_CCAM [-] 6.22 6.22 10.9 -4.69 6.04 0.406 0.648 0.700 0.972 0.906 0.785
NorESM2-MM_CMIP6 [-] 6.55 6.55 10.9 -4.37 5.75 0.260 0.662 0.701 0.981 0.985 0.806
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.20
ACCESS-CM2_BARPA [-] 6.97 6.97 6.20 0.767 1.58 0.0742 0.886 0.821 0.995 0.993 0.903
ACCESS-CM2_CCAM [-] 7.54 7.54 6.20 1.34 2.25 0.0577 0.801 0.759 0.996 0.984 0.860
ACCESS-CM2_CMIP6 [-] 5.97 5.97 6.24 -0.272 1.11 0.0161 0.919 0.868 0.999 0.988 0.928
ACCESS-ESM1-5_BARPA [-] 8.27 8.27 6.20 2.06 3.01 0.0225 0.741 0.729 0.998 0.976 0.834
ACCESS-ESM1-5_CCAM [-] 7.67 7.67 6.20 1.47 2.29 0.0868 0.802 0.773 0.994 0.990 0.866
ACCESS-ESM1-5_CMIP6 [-] 6.15 6.15 6.12 0.0321 1.26 0.238 0.907 0.845 0.984 0.991 0.914
CESM2_BARPA [-] 6.15 6.15 6.20 -0.0505 1.27 0.0173 0.921 0.858 0.999 0.979 0.923
CESM2_CCAM [-] 7.02 7.02 6.20 0.822 1.86 0.0369 0.862 0.789 0.997 0.995 0.887
CMCC-ESM2_BARPA [-] 6.94 6.94 6.20 0.733 1.88 0.0740 0.895 0.805 0.991 0.955 0.890
CMCC-ESM2_CCAM [-] 5.90 5.90 6.20 -0.299 1.67 0.202 0.905 0.818 0.986 0.960 0.897
CMCC-ESM2_CMIP6 [-] 4.60 4.60 6.14 -1.54 2.69 0.217 0.811 0.761 0.983 0.922 0.848
CNRM-ESM2-1_CCAM [-] 5.28 5.28 6.20 -0.912 2.36 0.0611 0.834 0.773 0.996 0.789 0.833
CNRM-ESM2-1_CMIP6 [-] 7.23 7.23 6.30 0.932 2.12 0.0710 0.833 0.765 0.995 0.946 0.861
EC-Earth3_BARPA [-] 8.54 8.54 6.20 2.34 3.39 0.0571 0.710 0.699 0.996 0.979 0.817
EC-Earth3_CCAM [-] 8.61 8.61 6.20 2.42 3.56 0.159 0.688 0.679 0.989 0.983 0.804
EC-Earth3_CMIP6 [-] 7.81 7.81 6.18 1.63 2.76 0.238 0.765 0.728 0.984 0.974 0.836
ERA5_BARPA [-] 6.19 6.19 6.20 -0.0143 1.16 0.0198 0.925 0.860 0.998 0.997 0.928
ERA5_CCAM [-] 6.60 6.60 6.20 0.401 1.24 0.0212 0.893 0.853 0.999 0.991 0.918
MPI-ESM1-2-HR_BARPA [-] 7.40 7.40 6.20 1.19 1.84 0.181 0.838 0.819 0.988 0.986 0.890
MPI-ESM1-2-HR_CMIP6 [-] 7.30 7.30 6.22 1.08 1.86 0.267 0.848 0.812 0.982 0.994 0.889
NorESM2-MM_BARPA [-] 5.54 5.54 6.20 -0.669 1.85 0.0240 0.884 0.796 0.998 0.995 0.894
NorESM2-MM_CCAM [-] 4.49 4.49 6.20 -1.71 2.61 0.0818 0.790 0.774 0.995 0.948 0.856
NorESM2-MM_CMIP6 [-] 4.31 4.31 6.14 -1.83 2.80 0.0297 0.769 0.753 0.998 0.978 0.850
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.0160
ACCESS-CM2_BARPA [-] 0.0175 0.0175 0.0147 0.00278 0.0289 0.576 0.916 0.733 0.935 0.898 0.843
ACCESS-CM2_CCAM [-] 0.0793 0.0793 0.0156 0.0637 0.130 0.0769 0.622 0.442 0.995 0.159 0.532
ACCESS-CM2_CMIP6 [-] 0.0266 0.0266 0.0189 0.00775 0.0754 0.00 0.668 0.471 1.00 0.204 0.563
ACCESS-ESM1-5_BARPA [-] 0.0380 0.0380 0.0147 0.0233 0.0642 0.629 0.798 0.559 0.960 0.496 0.674
ACCESS-ESM1-5_CCAM [-] 0.0605 0.0605 0.0156 0.0449 0.101 0.214 0.693 0.494 0.986 0.246 0.583
ACCESS-ESM1-5_CMIP6 [-] 0.00 0.00 0.00674 -0.00674 0.0164 0.00 0.865 0.724 1.00
CESM2_BARPA [-] 0.00827 0.00827 0.0147 -0.00646 0.0325 0.462 0.938 0.743 0.969 0.817 0.842
CESM2_CCAM [-] 0.0254 0.0254 0.0156 0.00983 0.0446 0.483 0.866 0.686 0.964 0.583 0.757
CMCC-ESM2_BARPA [-] 0.00747 0.00747 0.0147 -0.00727 0.0249 0.0949 0.932 0.794 0.994 0.834 0.870
CMCC-ESM2_CCAM [-] 0.0233 0.0233 0.0156 0.00770 0.0363 0.00 0.878 0.724 1.00 0.728 0.811
CMCC-ESM2_CMIP6 [-] 0.00408 0.00408 0.00814 -0.00406 0.0133 0.00 0.937 0.815 1.00 0.773 0.868
CNRM-ESM2-1_CCAM [-] 0.0280 0.0280 0.0156 0.0124 0.0559 0.559 0.861 0.660 0.964 0.411 0.711
CNRM-ESM2-1_CMIP6 [-] 0.00 0.00 0.0187 -0.0187 0.0442 0.00 0.842 0.677 1.00
EC-Earth3_BARPA [-] 0.0356 0.0356 0.0147 0.0208 0.0525 0.00 0.815 0.613 1.00 0.511 0.711
EC-Earth3_CCAM [-] 0.0931 0.0931 0.0156 0.0776 0.162 0.00325 0.568 0.360 1.00 0.125 0.483
EC-Earth3_CMIP6 [-] 0.0305 0.0305 0.0142 0.0163 0.0472 0.00 0.767 0.573 1.00 0.814 0.745
ERA5_BARPA [-] 0.00930 0.00930 0.0147 -0.00543 0.0201 0.0233 0.927 0.817 0.999 0.872 0.886
ERA5_CCAM [-] 0.0385 0.0385 0.0156 0.0229 0.0659 0.00 0.809 0.613 1.00 0.368 0.680
MPI-ESM1-2-HR_BARPA [-] 0.0329 0.0329 0.0147 0.0181 0.0463 0.00 0.841 0.692 1.00 0.506 0.746
MPI-ESM1-2-HR_CMIP6 [-] 0.0167 0.0167 0.0186 -0.00183 0.0416 0.346 0.879 0.669 0.977 0.784 0.795
NorESM2-MM_BARPA [-] 0.00485 0.00485 0.0147 -0.00989 0.0270 0.0544 0.923 0.790 0.997 0.504 0.801
NorESM2-MM_CCAM [-] 0.0214 0.0214 0.0156 0.00583 0.0396 0.140 0.886 0.720 0.991 0.657 0.795
NorESM2-MM_CMIP6 [-] 0.00281 0.00281 0.00814 -0.00533 0.0142 0.00 0.925 0.810 1.00 0.494 0.808
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.00537
ACCESS-CM2_BARPA [-] 0.00114 0.00114 0.00569 -0.00454 0.0129 0.148 0.938 0.742 0.985 0.513 0.784
ACCESS-CM2_CCAM [-] 0.0121 0.0121 0.00565 0.00647 0.0219 0.0125 0.890 0.633 0.999 0.628 0.756
ACCESS-CM2_CMIP6 [-] 0.00 0.00 0.00244 -0.00244 0.00562 0.00 0.882 0.771 1.00
ACCESS-ESM1-5_BARPA [-] 0.00655 0.00655 0.00569 0.000867 0.0180 0.395 0.936 0.708 0.974 0.894 0.844
ACCESS-ESM1-5_CCAM [-] 0.00453 0.00453 0.00565 -0.00112 0.0128 0.0302 0.945 0.762 0.998 0.856 0.865
ACCESS-ESM1-5_CMIP6 [-] 0.00 0.00 0.00718 -0.00718 0.0173 0.00 0.863 0.707 1.00
CESM2_BARPA [-] 0.000384 0.000384 0.00569 -0.00530 0.0134 0.0762 0.937 0.742 0.994 0.132 0.710
CESM2_CCAM [-] 0.000738 0.000738 0.00565 -0.00491 0.0134 0.113 0.940 0.749 0.993 0.344 0.755
CMCC-ESM2_BARPA [-] 0.00152 0.00152 0.00569 -0.00417 0.0105 0.0771 0.950 0.806 0.995 0.161 0.744
CMCC-ESM2_CCAM [-] 0.00416 0.00416 0.00565 -0.00149 0.0144 0.0175 0.943 0.761 0.999 0.523 0.797
CMCC-ESM2_CMIP6 [-] 0.00378 0.00378 0.00526 -0.00148 0.0216 0.00 0.779 0.368 1.00 0.573 0.617
CNRM-ESM2-1_CCAM [-] 0.000522 0.000522 0.00565 -0.00513 0.0131 0.0525 0.940 0.748 0.997 0.306 0.748
CNRM-ESM2-1_CMIP6 [-] 0.00 0.00 0.00403 -0.00403 0.00962 0.00 0.886 0.746 1.00
EC-Earth3_BARPA [-] 0.00754 0.00754 0.00569 0.00185 0.0168 0.0990 0.929 0.714 0.992 0.850 0.839
EC-Earth3_CCAM [-] 0.0100 0.0100 0.00565 0.00440 0.0240 0.166 0.909 0.660 0.989 0.481 0.740
EC-Earth3_CMIP6 [-] 0.0166 0.0166 0.00618 0.0104 0.0427 0.00 0.744 0.476 1.00 0.623 0.664
ERA5_BARPA [-] 0.000502 0.000502 0.00569 -0.00518 0.0132 0.0351 0.934 0.741 0.997 0.210 0.724
ERA5_CCAM [-] 0.00394 0.00394 0.00565 -0.00171 0.0160 0.0941 0.939 0.720 0.994 0.869 0.848
MPI-ESM1-2-HR_BARPA [-] 0.00162 0.00162 0.00569 -0.00407 0.0137 0.0236 0.934 0.749 0.998 0.715 0.829
MPI-ESM1-2-HR_CMIP6 [-] 0.00 0.00 0.00499 -0.00499 0.0120 0.00 0.883 0.751 1.00
NorESM2-MM_BARPA [-] 0.000180 0.000180 0.00569 -0.00551 0.0132 0.0236 0.936 0.746 0.998 0.0368 0.693
NorESM2-MM_CCAM [-] 0.00101 0.00101 0.00565 -0.00464 0.0120 0.0371 0.943 0.753 0.998 0.441 0.778
NorESM2-MM_CMIP6 [-] 0.00 0.00 0.00526 -0.00526 0.0126 0.00 0.887 0.655 1.00
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.189
ACCESS-CM2_BARPA [-] 0.287 0.287 0.193 0.0944 0.321 0.0752 0.737 0.599 0.994 0.797 0.745
ACCESS-CM2_CCAM [-] 0.855 0.855 0.189 0.666 1.14 0.0362 0.391 0.281 0.996 0.249 0.439
ACCESS-CM2_CMIP6 [-] 0.183 0.183 0.237 -0.0544 0.574 0.00 0.544 0.434 1.00 0.412 0.565
ACCESS-ESM1-5_BARPA [-] 0.393 0.393 0.193 0.200 0.449 0.0333 0.659 0.524 0.997 0.621 0.665
ACCESS-ESM1-5_CCAM [-] 0.826 0.826 0.189 0.637 1.14 0.0319 0.390 0.267 0.996 0.269 0.438
ACCESS-ESM1-5_CMIP6 [-] 0.119 0.119 0.200 -0.0803 0.188 0.00 0.844 0.721 1.00 0.937 0.845
CESM2_BARPA [-] 0.154 0.154 0.193 -0.0387 0.209 0.0294 0.840 0.708 0.997 0.927 0.836
CESM2_CCAM [-] 0.858 0.858 0.189 0.669 1.18 0.0277 0.366 0.250 0.997 0.271 0.427
CMCC-ESM2_BARPA [-] 0.182 0.182 0.193 -0.0108 0.223 0.0974 0.825 0.683 0.992 0.924 0.821
CMCC-ESM2_CCAM [-] 0.260 0.260 0.189 0.0708 0.285 0.158 0.792 0.642 0.988 0.774 0.768
CMCC-ESM2_CMIP6 [-] 0.0391 0.0391 0.127 -0.0883 0.224 0.332 0.761 0.635 0.979 0.517 0.705
CNRM-ESM2-1_CCAM [-] 0.502 0.502 0.189 0.313 0.602 0.590 0.621 0.495 0.961 0.389 0.592
CNRM-ESM2-1_CMIP6 [-] 0.0233 0.0233 0.188 -0.165 0.331 0.324 0.731 0.577 0.979 0.326 0.638
EC-Earth3_BARPA [-] 0.415 0.415 0.193 0.222 0.468 0.0453 0.643 0.514 0.997 0.609 0.655
EC-Earth3_CCAM [-] 0.804 0.804 0.189 0.616 1.07 0.0456 0.378 0.267 0.996 0.288 0.439
EC-Earth3_CMIP6 [-] 0.678 0.678 0.198 0.480 0.874 0.00 0.414 0.323 1.00 0.477 0.508
ERA5_BARPA [-] 0.163 0.163 0.193 -0.0297 0.199 0.0263 0.845 0.715 0.997 0.937 0.842
ERA5_CCAM [-] 0.372 0.372 0.189 0.184 0.433 0.0362 0.698 0.556 0.996 0.616 0.684
MPI-ESM1-2-HR_BARPA [-] 0.427 0.427 0.193 0.234 0.547 0.0153 0.634 0.477 0.998 0.596 0.636
MPI-ESM1-2-HR_CMIP6 [-] 0.668 0.668 0.189 0.480 0.969 0.00 0.398 0.225 1.00 0.821 0.534
NorESM2-MM_BARPA [-] 0.114 0.114 0.193 -0.0786 0.221 0.0800 0.848 0.703 0.994 0.843 0.818
NorESM2-MM_CCAM [-] 0.311 0.311 0.189 0.123 0.350 0.0694 0.736 0.597 0.994 0.754 0.735
NorESM2-MM_CMIP6 [-] 0.0589 0.0589 0.127 -0.0685 0.161 0.163 0.846 0.711 0.990 0.813 0.814
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 0.588
ACCESS-CM2_BARPA [-] 0.764 0.764 0.578 0.185 0.420 0.312 0.836 0.748 0.980 0.942 0.851
ACCESS-CM2_CCAM [-] 1.37 1.37 0.587 0.786 1.32 0.00181 0.540 0.451 1.00 0.605 0.610
ACCESS-CM2_CMIP6 [-] 0.0375 0.0375 0.456 -0.419 0.761 0.00 0.660 0.531 1.00 0.754 0.695
ACCESS-ESM1-5_BARPA [-] 0.903 0.903 0.578 0.324 0.626 0.0131 0.761 0.661 0.999 0.863 0.789
ACCESS-ESM1-5_CCAM [-] 1.22 1.22 0.587 0.638 1.16 0.00181 0.601 0.482 1.00 0.684 0.650
ACCESS-ESM1-5_CMIP6 [-] 0.516 0.516 0.713 -0.198 0.383 0.00 0.874 0.802 1.00 1.00 0.895
CESM2_BARPA [-] 0.487 0.487 0.578 -0.0916 0.288 0.0521 0.909 0.820 0.997 0.976 0.904
CESM2_CCAM [-] 0.952 0.952 0.587 0.365 0.689 0.00905 0.733 0.652 0.999 0.774 0.762
CMCC-ESM2_BARPA [-] 0.563 0.563 0.578 -0.0154 0.268 0.0131 0.917 0.824 0.999 0.987 0.910
CMCC-ESM2_CCAM [-] 0.625 0.625 0.587 0.0385 0.383 0.00363 0.884 0.767 1.00 0.914 0.866
CMCC-ESM2_CMIP6 [-] 0.309 0.309 0.703 -0.394 0.737 0.00 0.735 0.622 1.00 0.865 0.769
CNRM-ESM2-1_CCAM [-] 0.793 0.793 0.587 0.206 0.545 0.527 0.804 0.696 0.966 0.833 0.799
CNRM-ESM2-1_CMIP6 [-] 0.0570 0.0570 0.435 -0.378 0.690 0.983 0.676 0.549 0.937 1.00 0.742
EC-Earth3_BARPA [-] 1.15 1.15 0.578 0.576 0.995 0.00866 0.633 0.539 0.999 0.697 0.681
EC-Earth3_CCAM [-] 1.37 1.37 0.587 0.786 1.34 0.00 0.540 0.442 1.00 0.589 0.603
EC-Earth3_CMIP6 [-] 1.01 1.01 0.566 0.449 0.801 0.0823 0.692 0.614 0.995 0.426 0.668
ERA5_BARPA [-] 0.593 0.593 0.578 0.0144 0.292 0.00436 0.904 0.809 1.00 0.975 0.899
ERA5_CCAM [-] 0.788 0.788 0.587 0.201 0.497 0.00543 0.814 0.722 1.00 0.849 0.821
MPI-ESM1-2-HR_BARPA [-] 0.871 0.871 0.578 0.292 0.620 0.00 0.777 0.659 1.00 0.866 0.792
MPI-ESM1-2-HR_CMIP6 [-] 0.725 0.725 0.566 0.160 0.459 0.00 0.875 0.708 1.00 0.981 0.855
NorESM2-MM_BARPA [-] 0.396 0.396 0.578 -0.183 0.350 0.0913 0.874 0.800 0.994 0.894 0.872
NorESM2-MM_CCAM [-] 0.490 0.490 0.587 -0.0966 0.318 0.0798 0.890 0.812 0.995 0.971 0.896
NorESM2-MM_CMIP6 [-] 0.309 0.309 0.703 -0.394 0.678 0.196 0.740 0.656 0.987 0.962 0.800
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.11
ACCESS-CM2_BARPA [-] 2.87 2.87 2.13 0.745 1.31 0.0104 0.760 0.705 0.999 0.927 0.819
ACCESS-CM2_CCAM [-] 3.77 3.77 2.10 1.67 2.70 0.146 0.556 0.518 0.991 0.738 0.664
ACCESS-CM2_CMIP6 [-] 1.15 1.15 1.79 -0.638 1.44 0.00 0.678 0.650 1.00 0.577 0.711
ACCESS-ESM1-5_BARPA [-] 3.39 3.39 2.13 1.26 1.98 0.00 0.648 0.614 1.00 0.842 0.744
ACCESS-ESM1-5_CCAM [-] 3.29 3.29 2.10 1.19 2.02 0.00758 0.648 0.606 1.00 0.772 0.726
ACCESS-ESM1-5_CMIP6 [-] 2.45 2.45 2.20 0.251 0.615 0.00 0.936 0.846 1.00 0.945 0.915
CESM2_BARPA [-] 2.14 2.14 2.13 0.0107 0.520 0.00 0.912 0.860 1.00 0.992 0.925
CESM2_CCAM [-] 2.76 2.76 2.10 0.660 1.36 0.00107 0.750 0.697 1.00 0.894 0.807
CMCC-ESM2_BARPA [-] 2.40 2.40 2.13 0.273 0.730 0.00535 0.872 0.805 1.00 0.983 0.893
CMCC-ESM2_CCAM [-] 2.52 2.52 2.10 0.423 1.20 0.00431 0.786 0.727 1.00 0.854 0.819
CMCC-ESM2_CMIP6 [-] 1.37 1.37 2.06 -0.685 1.61 0.140 0.701 0.671 0.991 0.274 0.662
CNRM-ESM2-1_CCAM [-] 2.61 2.61 2.10 0.516 1.44 0.274 0.745 0.689 0.982 0.798 0.781
CNRM-ESM2-1_CMIP6 [-] 3.36 3.36 2.41 0.949 1.74 0.194 0.727 0.690 0.988 0.405 0.700
EC-Earth3_BARPA [-] 3.65 3.65 2.13 1.52 2.36 0.0337 0.595 0.561 0.998 0.808 0.705
EC-Earth3_CCAM [-] 4.08 4.08 2.10 1.98 3.10 0.0218 0.522 0.489 0.998 0.571 0.614
EC-Earth3_CMIP6 [-] 2.85 2.85 2.00 0.842 1.86 0.0488 0.669 0.643 0.997 0.484 0.687
ERA5_BARPA [-] 2.39 2.39 2.13 0.265 0.770 0.00263 0.862 0.801 1.00 0.982 0.889
ERA5_CCAM [-] 2.71 2.71 2.10 0.611 1.35 0.00433 0.752 0.712 1.00 0.804 0.796
MPI-ESM1-2-HR_BARPA [-] 3.06 3.06 2.13 0.934 1.54 0.00260 0.713 0.670 1.00 0.921 0.795
MPI-ESM1-2-HR_CMIP6 [-] 2.71 2.71 2.12 0.588 1.04 0.00 0.823 0.754 1.00 0.939 0.854
NorESM2-MM_BARPA [-] 1.94 1.94 2.13 -0.185 0.760 0.00258 0.903 0.805 1.00 0.990 0.901
NorESM2-MM_CCAM [-] 1.74 1.74 2.10 -0.353 1.05 0.0314 0.844 0.748 0.998 0.977 0.863
NorESM2-MM_CMIP6 [-] 1.31 1.31 2.06 -0.745 1.37 0.00 0.790 0.695 1.00 0.691 0.774
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.86
ACCESS-CM2_BARPA [-] 3.48 3.48 2.85 0.631 1.17 0.137 0.821 0.747 0.990 0.971 0.855
ACCESS-CM2_CCAM [-] 4.50 4.50 2.86 1.64 2.55 0.108 0.613 0.566 0.993 0.959 0.740
ACCESS-CM2_CMIP6 [-] 2.62 2.62 2.77 -0.155 1.47 0.00 0.762 0.706 1.00 0.963 0.827
ACCESS-ESM1-5_BARPA [-] 4.39 4.39 2.85 1.54 2.24 0.112 0.663 0.641 0.992 0.887 0.765
ACCESS-ESM1-5_CCAM [-] 4.37 4.37 2.86 1.51 2.31 0.0963 0.651 0.610 0.993 0.922 0.757
ACCESS-ESM1-5_CMIP6 [-] 2.69 2.70 2.78 -0.0878 1.33 0.298 0.790 0.736 0.981 0.904 0.830
CESM2_BARPA [-] 2.66 2.66 2.85 -0.191 0.986 0.100 0.860 0.808 0.992 0.970 0.888
CESM2_CCAM [-] 3.77 3.77 2.86 0.910 1.60 0.110 0.787 0.723 0.992 0.934 0.832
CMCC-ESM2_BARPA [-] 3.17 3.17 2.85 0.325 0.996 0.0927 0.883 0.813 0.993 0.930 0.886
CMCC-ESM2_CCAM [-] 3.15 3.15 2.86 0.293 1.19 0.0967 0.848 0.755 0.993 0.979 0.866
CMCC-ESM2_CMIP6 [-] 2.03 2.03 2.67 -0.635 1.48 0.0395 0.793 0.721 0.997 0.912 0.829
CNRM-ESM2-1_CCAM [-] 2.78 2.78 2.86 -0.0748 1.43 0.0990 0.795 0.713 0.993 0.938 0.830
CNRM-ESM2-1_CMIP6 [-] 3.57 3.57 2.90 0.671 1.38 0.144 0.795 0.727 0.991 0.947 0.838
EC-Earth3_BARPA [-] 4.82 4.82 2.85 1.97 2.91 0.124 0.582 0.553 0.991 0.883 0.712
EC-Earth3_CCAM [-] 5.35 5.35 2.86 2.50 3.71 0.123 0.498 0.467 0.992 0.899 0.665
EC-Earth3_CMIP6 [-] 4.55 4.55 2.94 1.61 2.47 0.101 0.626 0.591 0.994 0.947 0.750
ERA5_BARPA [-] 2.71 2.71 2.85 -0.139 0.765 0.0804 0.886 0.846 0.994 0.991 0.913
ERA5_CCAM [-] 3.43 3.43 2.86 0.579 1.20 0.0913 0.792 0.748 0.993 0.984 0.853
MPI-ESM1-2-HR_BARPA [-] 3.42 3.42 2.85 0.573 1.04 0.0978 0.840 0.784 0.993 0.966 0.873
MPI-ESM1-2-HR_CMIP6 [-] 3.27 3.27 2.90 0.362 0.809 0.0285 0.891 0.838 0.998 0.959 0.905
NorESM2-MM_BARPA [-] 2.34 2.34 2.85 -0.505 1.17 0.124 0.833 0.787 0.992 0.986 0.877
NorESM2-MM_CCAM [-] 2.38 2.38 2.86 -0.474 1.32 0.0966 0.833 0.752 0.994 0.970 0.860
NorESM2-MM_CMIP6 [-] 1.53 1.53 2.67 -1.14 1.98 0.0786 0.707 0.658 0.995 0.939 0.791
Download Data
Period Mean (original grids) [days]
Model Period Mean (intersection) [days]
Benchmark Period Mean (intersection) [days]
Model Period Mean (complement) [days]
Benchmark Period Mean (complement) [days]
Bias [days]
RMSE [days]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.49
ACCESS-CM2_BARPA [-] 5.26 5.26 2.41 2.86 4.43 0.665 0.571 0.500 0.948 0.584 0.620
ACCESS-CM2_CCAM [-] 5.50 5.50 2.47 3.02 5.16 0.706 0.460 0.367 0.951 0.759 0.581
ACCESS-CM2_CMIP6 [-] 0.871 0.871 2.30 -1.43 3.65 1.43 0.734 0.493 0.845 0.672 0.647
ACCESS-ESM1-5_BARPA [-] 5.41 5.41 2.41 3.00 4.34 0.357 0.544 0.504 0.975 0.590 0.624
ACCESS-ESM1-5_CCAM [-] 5.82 5.82 2.47 3.35 4.95 0.366 0.432 0.410 0.974 0.733 0.592
ACCESS-ESM1-5_CMIP6 [-] 2.07 2.07 2.34 -0.268 4.40 0.761 0.631 0.327 0.950 0.902 0.627
CESM2_BARPA [-] 6.12 6.12 2.41 3.71 4.93 0.558 0.471 0.475 0.960 0.514 0.579
CESM2_CCAM [-] 5.44 5.44 2.47 2.97 4.49 0.407 0.459 0.427 0.973 0.781 0.613
CMCC-ESM2_BARPA [-] 6.05 6.05 2.41 3.64 5.06 0.471 0.454 0.427 0.964 0.538 0.562
CMCC-ESM2_CCAM [-] 3.16 3.16 2.47 0.689 2.27 0.413 0.726 0.596 0.972 0.961 0.770
CMCC-ESM2_CMIP6 [-] 0.834 0.834 2.67 -1.83 3.18 0.684 0.686 0.579 0.954 0.582 0.676
CNRM-ESM2-1_CCAM [-] 1.55 1.55 2.47 -0.920 2.43 0.622 0.789 0.639 0.956 0.826 0.770
CNRM-ESM2-1_CMIP6 [-] 3.41 3.41 3.33 0.0799 3.68 1.03 0.723 0.539 0.912 0.646 0.672
EC-Earth3_BARPA [-] 3.69 3.69 2.41 1.28 2.43 0.282 0.652 0.553 0.978 0.906 0.728
EC-Earth3_CCAM [-] 2.69 2.69 2.47 0.217 1.79 0.260 0.746 0.621 0.982 0.961 0.786
EC-Earth3_CMIP6 [-] 2.67 2.67 2.73 -0.0543 1.35 0.184 0.878 0.752 0.982 0.991 0.871
ERA5_BARPA [-] 3.51 3.51 2.41 1.11 2.31 0.548 0.720 0.622 0.961 0.876 0.760
ERA5_CCAM [-] 2.82 2.82 2.47 0.347 2.24 0.491 0.753 0.608 0.965 0.968 0.780
MPI-ESM1-2-HR_BARPA [-] 4.53 4.53 2.41 2.12 3.68 0.563 0.615 0.516 0.957 0.703 0.661
MPI-ESM1-2-HR_CMIP6 [-] 4.02 4.02 2.35 1.67 5.58 0.821 0.407 0.280 0.945 0.702 0.523
NorESM2-MM_BARPA [-] 4.55 4.55 2.41 2.15 3.23 0.544 0.570 0.535 0.962 0.764 0.673
NorESM2-MM_CCAM [-] 1.48 1.48 2.47 -0.993 2.27 0.645 0.797 0.660 0.949 0.789 0.771
NorESM2-MM_CMIP6 [-] 0.836 0.836 2.67 -1.83 3.59 1.02 0.696 0.549 0.920 0.567 0.656

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
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 Mean Maximum Temperature

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

  History:
Thu Sep 19 19:25:50 2024: ncatted -a missing_value,TXgt35,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TXgt35/v20240411/TXgt35_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc.tmp Sat Sep 7 18:26:13 2024: ncatted -a bounds,time,d,, ./TXgt35/v20240411/TXgt35_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc Fri Sep 6 15:23:24 2024: ncrename -v tx_days_above,TXgt35 ./none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TXgt35/v20240411/TXgt35_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc Fri Sep 06 15:08:32 2024: /g/data/xv83/users/bxn599/miniconda3/envs/xclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_xclim.py --verbose --start_date 1979-01-01 --end_date 2021-12-31 --input_files /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19100101-19101231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19110101-19111231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19120101-19121231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19130101-19131231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19140101-19141231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19150101-19151231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19160101-19161231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19170101-19171231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19180101-19181231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19190101-19191231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19200101-19201231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19210101-19211231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19220101-19221231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19230101-19231231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19240101-19241231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19250101-19251231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19260101-19261231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19270101-19271231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19280101-19281231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19290101-19291231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19300101-19301231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19310101-19311231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19320101-19321231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19330101-19331231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19340101-19341231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19350101-19351231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19360101-19361231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19370101-19371231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19380101-19381231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19390101-19391231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19400101-19401231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19410101-19411231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19420101-19421231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19430101-19431231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19440101-19441231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19450101-19451231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19460101-19461231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19470101-19471231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19480101-19481231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19490101-19491231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19500101-19501231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19510101-19511231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19520101-19521231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19530101-19531231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19540101-19541231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19550101-19551231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19560101-19561231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19570101-19571231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19580101-19581231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19590101-19591231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19600101-19601231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19610101-19611231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19620101-19621231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19630101-19631231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19640101-19641231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19650101-19651231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19660101-19661231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19670101-19671231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19680101-19681231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19690101-19691231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19700101-19701231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19710101-19711231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19720101-19721231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19730101-19731231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19740101-19741231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19750101-19751231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19760101-19761231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19770101-19771231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19780101-19781231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19790101-19791231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19800101-19801231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19810101-19811231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19820101-19821231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19830101-19831231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19840101-19841231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19850101-19851231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19860101-19861231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19870101-19871231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19880101-19881231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19890101-19891231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19900101-19901231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19910101-19911231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19920101-19921231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19930101-19931231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19940101-19941231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19950101-19951231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19960101-19961231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19970101-19971231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19980101-19981231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_19990101-19991231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20000101-20001231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20010101-20011231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20020101-20021231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20030101-20031231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20040101-20041231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20050101-20051231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20060101-20061231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20070101-20071231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20080101-20081231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20090101-20091231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20100101-20101231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20110101-20111231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20120101-20121231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20130101-20131231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20140101-20141231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20150101-20151231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20160101-20161231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20170101-20171231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20180101-20181231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20190101-20191231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20200101-20201231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20210101-20211231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20220101-20221231_daily.nc /g/data/xv83/agcd-csiro/tmax/daily/tmax_AGCD-CSIRO_r005_20230101-20231231_daily.nc --variable tmax --thresh 35 degC --freq MS tx_days_above /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/agcd/indices/none/none/AUS-r005/BOM/AGCD/historical/none/none/none/climdex/TXgt35/v20240411/TXgt35_AUS-r005_AGCD_historical_none_BOM_none_none_mon_19790101-20211231.nc --local_cluster --nworkers 16 --nthreads 1 --dask_dir /jobfs/124346723.gadi-pbs

  References:
http://www.bom.gov.au/amm/docs/2009/jones_hres.pdf
http://www.csiro.au/awap
http://www.cawcr.gov.au/technical-reports/CTR_013.pdf

  Conventions:
CF-1.6

  Cdi:
Climate Data Interface version ?? (http://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:
1910-01-01T09:00:00

  Time_coverage_end:
1910-01-02T09:00:00

  Original_aifs_header:
SOUTHWEST_LATITUDE: 44.5, SOUTHWEST_LONGITUDE: 112.0, NUMBER_OF_LONGITUDES_IN_GRID: 886, MAX_TEMP_MEAN: 1910010119100101, LENGTH_SCALE_FOR_ANALYSIS: 250.0, 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, ANALYSIS_TIME: 2018-08-16 23:45:40 UTC, COLUMN_NUMBER_AT_SOUTHWEST_CORNER: 1, ROW_NUMBER_AT_SOUTHWEST_CORNER: 1, ANALYSIS_VERSION_NUMBER: 2.01, LATITUDE_-_LONGITUDE_GRID

  Date_created:
2018-08-16T23:46:11.477864

  Bom-cmp-awap_version:
bom-cmp-awap-1.00-100.1.x86_64

  Bom-cmp-util_aifs2nc_version:
bom-cmp-util_aifs2nc-v1.1.0-3.x86_64

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

  Uuid:
91a1ecc4-e45e-47b7-8309-a9794abef032

  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 2018, 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, Atmospheric Temperature , Surface Temperature , Maximum/Minimum Temperature

  Data_format:
netCDF4 with zlib compression

  Cdm_data_type:
Grid

  Analysis_components:
mean: the gridded temperature value

  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 maximum temperature station data represents the highest temperature recorded by a liquid in glass or platinum-resistance digital thermometer over a defined period. Maximum temperature for the previous 24 hours is recorded at 9am local clock time and then recorded against the previous day's date. Temperature data from up to 750 stations across the country are analysed, with limited quality control, onto a 0.05x0.05 degree grid using the technique described in Jones et al. (2009). Weekly mean maximum temperature grids are calculated from the average of the daily grids. Monthly mean maximum temperature grids are analysed from the monthly average of daily maximum temperature station data. Mean maximum temperature grids for periods longer than one month are calculated from the average of the monthly maximum temperature grids.

  Naming_authority:
au.gov.bom

  Cdo:
Climate Data Operators version 1.7.0 (http://mpimet.mpg.de/cdo)

  Xclim_version:
0.48.2

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
TXgt35

  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)