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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 -0.00220 0.124 1.89 0.993 0.961 0.728 0.884 0.905
ACCESS-CM2_CCAM [-] 3.03 3.03 3.03 0.000851 0.123 1.71 0.993 0.961 0.763 0.914 0.918
ACCESS-CM2_CMIP6 [-] 3.03 3.03 3.03 0.00157 0.112 1.71 0.993 0.963 0.764 0.735 0.884
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.03 -0.00377 0.119 1.74 0.993 0.963 0.754 0.899 0.914
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.03 0.00339 0.122 1.74 0.993 0.962 0.755 0.940 0.922
ACCESS-ESM1-5_CMIP6 [-] 3.04 3.04 3.03 0.00914 0.113 1.55 0.993 0.963 0.794 0.640 0.870
CESM2_BARPA [-] 3.02 3.02 3.03 -0.0126 0.141 2.93 0.992 0.956 0.514 0.827 0.849
CESM2_CCAM [-] 3.02 3.02 3.03 -0.0120 0.141 3.10 0.992 0.956 0.480 0.820 0.841
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0196 0.146 2.98 0.991 0.955 0.506 0.867 0.855
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0159 0.146 2.97 0.992 0.954 0.508 0.863 0.854
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.03 -0.0151 0.142 3.09 0.992 0.954 0.482 0.816 0.840
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.03 -0.00618 0.118 1.52 0.993 0.963 0.799 0.920 0.927
CNRM-ESM2-1_CMIP6 [-] 3.03 3.03 3.03 -0.00439 0.110 1.46 0.992 0.964 0.809 0.611 0.868
EC-Earth3_BARPA [-] 3.03 3.03 3.03 -0.00433 0.123 1.82 0.992 0.961 0.739 0.950 0.921
EC-Earth3_CCAM [-] 3.01 3.01 3.03 -0.0181 0.146 3.09 0.991 0.955 0.484 0.846 0.846
EC-Earth3_CMIP6 [-] 3.03 3.03 3.03 0.00186 0.114 1.57 0.993 0.963 0.787 0.783 0.898
ERA5_BARPA [-] 3.03 3.03 3.03 -0.00317 0.106 1.51 0.993 0.967 0.786 0.925 0.927
ERA5_CCAM [-] 3.03 3.03 3.03 0.000615 0.0982 1.32 0.993 0.969 0.813 0.939 0.937
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.03 -0.00291 0.124 1.79 0.993 0.961 0.737 0.930 0.916
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.03 -0.00145 0.119 1.57 0.993 0.961 0.779 0.782 0.895
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0173 0.145 2.78 0.991 0.955 0.548 0.885 0.867
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.0122 0.143 2.95 0.992 0.955 0.510 0.802 0.843
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.03 -0.0133 0.134 3.06 0.992 0.956 0.486 0.860 0.850
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 0.000605 0.116 2.05 0.993 0.965 0.700 0.891 0.896
ACCESS-CM2_CCAM [-] 3.02 3.02 3.03 -0.00664 0.119 1.52 0.993 0.964 0.788 0.898 0.917
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.02 -0.00223 0.102 2.12 0.995 0.967 0.695 0.734 0.861
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.03 -0.00833 0.114 1.71 0.993 0.966 0.763 0.848 0.901
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.03 -0.00418 0.114 1.83 0.994 0.965 0.737 0.921 0.911
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.03 0.00647 0.109 0.943 0.993 0.965 0.888 0.251 0.795
CESM2_BARPA [-] 3.01 3.01 3.03 -0.0118 0.139 2.83 0.993 0.958 0.533 0.775 0.831
CESM2_CCAM [-] 3.02 3.02 3.03 -0.00578 0.146 2.87 0.994 0.955 0.525 0.754 0.823
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0186 0.152 3.19 0.992 0.954 0.461 0.852 0.830
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0149 0.142 2.46 0.993 0.957 0.607 0.826 0.858
CMCC-ESM2_CMIP6 [-] 3.01 3.01 3.03 -0.0201 0.151 2.83 0.991 0.953 0.552 0.485 0.768
CNRM-ESM2-1_CCAM [-] 3.01 3.01 3.03 -0.0155 0.114 1.42 0.992 0.966 0.809 0.954 0.934
CNRM-ESM2-1_CMIP6 [-] 3.00 3.00 3.03 -0.0225 0.0990 0.682 0.991 0.970 0.924 0.336 0.823
EC-Earth3_BARPA [-] 3.01 3.01 3.03 -0.0194 0.121 1.88 0.992 0.964 0.733 0.876 0.899
EC-Earth3_CCAM [-] 3.01 3.01 3.03 -0.0133 0.142 2.44 0.992 0.957 0.609 0.913 0.878
EC-Earth3_CMIP6 [-] 3.01 3.01 3.03 -0.0109 0.113 1.23 0.993 0.965 0.858 0.744 0.898
ERA5_BARPA [-] 3.02 3.02 3.03 -0.00392 0.107 1.39 0.993 0.968 0.800 0.841 0.908
ERA5_CCAM [-] 3.02 3.02 3.03 -0.00917 0.0984 1.31 0.993 0.970 0.816 0.893 0.924
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.03 -0.00926 0.122 1.91 0.993 0.963 0.720 0.890 0.900
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 3.02 -0.0123 0.117 1.71 0.994 0.963 0.759 0.711 0.869
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0107 0.143 3.17 0.993 0.957 0.463 0.831 0.827
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.00604 0.145 3.65 0.993 0.956 0.380 0.823 0.807
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.03 -0.00399 0.136 3.50 0.994 0.957 0.411 0.598 0.764
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.02 3.02 3.02 -0.00471 0.108 2.26 0.993 0.966 0.647 0.944 0.882
ACCESS-CM2_CCAM [-] 3.03 3.03 3.02 0.000969 0.116 1.93 0.993 0.963 0.716 0.861 0.883
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.02 -0.000990 0.107 1.38 0.995 0.963 0.825 0.435 0.798
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.02 -0.00809 0.108 1.93 0.993 0.966 0.718 0.914 0.884
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.02 0.000363 0.112 2.14 0.993 0.965 0.683 0.822 0.854
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.03 0.00370 0.0988 1.35 0.996 0.967 0.850 0.424 0.841
CESM2_BARPA [-] 3.02 3.02 3.02 -0.00230 0.134 2.15 0.993 0.958 0.672 0.804 0.859
CESM2_CCAM [-] 3.02 3.02 3.02 -0.00244 0.130 2.52 0.993 0.959 0.594 0.730 0.823
CMCC-ESM2_BARPA [-] 3.01 3.01 3.02 -0.0137 0.136 3.02 0.992 0.958 0.499 0.928 0.836
CMCC-ESM2_CCAM [-] 3.01 3.01 3.02 -0.0119 0.134 2.70 0.993 0.958 0.566 0.883 0.847
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 -0.00215 0.130 2.58 0.994 0.957 0.590 0.533 0.779
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 -0.00664 0.110 1.69 0.993 0.965 0.754 0.799 0.875
CNRM-ESM2-1_CMIP6 [-] 3.03 3.03 3.02 0.00826 0.101 1.09 0.992 0.966 0.845 0.379 0.808
EC-Earth3_BARPA [-] 3.02 3.02 3.02 -0.00539 0.108 2.35 0.993 0.966 0.630 0.885 0.878
EC-Earth3_CCAM [-] 3.02 3.02 3.02 -0.00896 0.142 2.49 0.993 0.955 0.609 0.814 0.839
EC-Earth3_CMIP6 [-] 3.02 3.02 3.02 -0.00215 0.104 2.11 0.993 0.966 0.676 0.630 0.826
ERA5_BARPA [-] 3.02 3.02 3.02 -0.00389 0.102 2.07 0.993 0.968 0.681 0.868 0.872
ERA5_CCAM [-] 3.02 3.02 3.02 -0.00295 0.0949 1.78 0.994 0.970 0.733 0.709 0.856
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.00562 0.120 2.42 0.993 0.962 0.626 0.874 0.868
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.02 -0.00166 0.0985 1.69 0.994 0.967 0.767 0.520 0.835
NorESM2-MM_BARPA [-] 3.01 3.01 3.02 -0.0111 0.133 3.11 0.992 0.959 0.479 0.913 0.825
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 -0.00226 0.131 3.31 0.994 0.959 0.449 0.763 0.800
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 -0.00703 0.121 3.59 0.994 0.959 0.405 0.662 0.761
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 0.00350 0.125 1.86 0.994 0.967 0.735 0.902 0.902
ACCESS-CM2_CCAM [-] 3.03 3.03 3.03 0.00417 0.125 1.65 0.994 0.967 0.778 0.849 0.902
ACCESS-CM2_CMIP6 [-] 3.04 3.04 3.03 0.0179 0.120 1.78 0.992 0.966 0.754 0.431 0.809
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.03 -0.00357 0.120 1.41 0.994 0.968 0.812 0.904 0.924
ACCESS-ESM1-5_CCAM [-] 3.05 3.04 3.03 0.0172 0.122 1.46 0.993 0.968 0.808 0.905 0.908
ACCESS-ESM1-5_CMIP6 [-] 3.04 3.04 3.03 0.0138 0.115 1.49 0.992 0.967 0.809 0.332 0.811
CESM2_BARPA [-] 3.02 3.02 3.03 -0.00893 0.133 2.85 0.994 0.965 0.524 0.780 0.825
CESM2_CCAM [-] 3.02 3.02 3.03 -0.00891 0.140 3.16 0.994 0.963 0.467 0.714 0.800
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0195 0.144 2.96 0.992 0.962 0.513 0.815 0.833
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0136 0.141 3.45 0.994 0.963 0.410 0.749 0.795
CMCC-ESM2_CMIP6 [-] 3.01 3.01 3.03 -0.0140 0.139 3.36 0.993 0.961 0.424 0.563 0.754
CNRM-ESM2-1_CCAM [-] 3.03 3.03 3.03 -0.000874 0.109 1.18 0.995 0.971 0.847 0.850 0.921
CNRM-ESM2-1_CMIP6 [-] 3.04 3.04 3.03 0.00897 0.102 1.32 0.994 0.971 0.825 0.427 0.817
EC-Earth3_BARPA [-] 3.03 3.03 3.03 0.000342 0.122 1.47 0.994 0.968 0.792 0.925 0.921
EC-Earth3_CCAM [-] 3.02 3.02 3.03 -0.00984 0.142 3.66 0.994 0.962 0.362 0.714 0.776
EC-Earth3_CMIP6 [-] 3.04 3.04 3.03 0.0123 0.118 1.31 0.994 0.967 0.831 0.670 0.874
ERA5_BARPA [-] 3.03 3.03 3.03 -0.000658 0.110 1.32 0.994 0.971 0.824 0.908 0.925
ERA5_CCAM [-] 3.03 3.03 3.03 0.00146 0.101 0.880 0.994 0.974 0.890 0.946 0.947
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.03 0.00517 0.122 1.36 0.994 0.968 0.812 0.954 0.932
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.03 0.00425 0.124 1.39 0.994 0.965 0.814 0.556 0.848
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0150 0.138 2.92 0.993 0.964 0.521 0.797 0.830
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.00967 0.139 3.26 0.994 0.963 0.445 0.792 0.812
NorESM2-MM_CMIP6 [-] 3.01 3.01 3.03 -0.0145 0.127 3.53 0.993 0.964 0.389 0.610 0.758
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.02 3.02 3.02 -0.00506 0.124 1.82 0.992 0.957 0.746 0.963 0.919
ACCESS-CM2_CCAM [-] 3.03 3.03 3.02 0.00364 0.122 1.74 0.993 0.957 0.752 0.964 0.921
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.03 -0.00735 0.109 1.68 0.992 0.960 0.765 0.166 0.747
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.02 0.00179 0.111 1.57 0.993 0.961 0.762 0.897 0.910
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.02 -0.00434 0.116 2.15 0.993 0.959 0.673 0.905 0.891
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.02 0.00287 0.113 2.09 0.994 0.958 0.675 0.485 0.798
CESM2_BARPA [-] 3.02 3.02 3.02 -0.00393 0.134 3.18 0.993 0.953 0.473 0.870 0.837
CESM2_CCAM [-] 3.02 3.02 3.02 -0.00128 0.133 3.10 0.993 0.953 0.484 0.894 0.845
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 -0.00661 0.140 3.15 0.992 0.951 0.471 0.977 0.859
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 -0.00879 0.136 2.81 0.992 0.953 0.531 0.879 0.851
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 -0.00603 0.128 2.94 0.992 0.953 0.488 0.422 0.741
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 -0.00529 0.114 1.55 0.993 0.960 0.789 0.947 0.927
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.03 -0.00373 0.113 1.84 0.994 0.958 0.759 0.408 0.800
EC-Earth3_BARPA [-] 3.01 3.01 3.02 -0.0116 0.131 1.64 0.992 0.954 0.799 0.915 0.919
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.00997 0.141 3.23 0.992 0.951 0.459 0.900 0.839
EC-Earth3_CMIP6 [-] 3.02 3.02 3.02 -0.00731 0.119 1.70 0.993 0.957 0.782 0.591 0.845
ERA5_BARPA [-] 3.03 3.03 3.02 0.00323 0.104 1.73 0.993 0.964 0.755 0.913 0.913
ERA5_CCAM [-] 3.03 3.03 3.02 0.00515 0.0973 1.14 0.992 0.966 0.849 0.985 0.950
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.00782 0.128 2.32 0.992 0.955 0.645 0.911 0.885
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.02 0.000547 0.129 2.29 0.992 0.953 0.654 0.477 0.790
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 -0.00661 0.127 2.86 0.992 0.956 0.515 0.937 0.862
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 -0.00422 0.131 2.74 0.993 0.954 0.538 0.813 0.839
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 -0.00830 0.120 2.11 0.993 0.956 0.645 0.421 0.776
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 -0.00516 0.126 1.87 0.992 0.960 0.734 0.858 0.891
ACCESS-CM2_CCAM [-] 3.03 3.03 3.03 -0.000305 0.123 1.70 0.993 0.961 0.765 0.920 0.914
ACCESS-CM2_CMIP6 [-] 3.03 3.03 3.03 -0.00180 0.112 1.68 0.993 0.963 0.773 0.831 0.894
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.03 -0.00515 0.120 1.78 0.992 0.962 0.750 0.883 0.899
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.03 -3.05e-05 0.125 1.70 0.993 0.961 0.765 0.928 0.914
ACCESS-ESM1-5_CMIP6 [-] 3.04 3.04 3.03 0.00829 0.112 1.44 0.992 0.963 0.817 0.664 0.873
CESM2_BARPA [-] 3.02 3.02 3.03 -0.0183 0.147 2.98 0.991 0.954 0.505 0.860 0.831
CESM2_CCAM [-] 3.02 3.02 3.03 -0.0178 0.145 3.10 0.991 0.955 0.480 0.863 0.832
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0254 0.149 2.93 0.990 0.954 0.514 0.860 0.836
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0206 0.151 2.86 0.991 0.953 0.531 0.907 0.848
CMCC-ESM2_CMIP6 [-] 3.01 3.01 3.03 -0.0207 0.148 3.10 0.991 0.952 0.483 0.860 0.835
CNRM-ESM2-1_CCAM [-] 3.03 3.03 3.03 -0.00908 0.122 1.56 0.992 0.962 0.800 0.938 0.924
CNRM-ESM2-1_CMIP6 [-] 3.03 3.03 3.03 -0.00930 0.114 1.52 0.992 0.963 0.809 0.654 0.863
EC-Earth3_BARPA [-] 3.03 3.03 3.03 -0.00490 0.125 1.88 0.992 0.961 0.729 0.943 0.908
EC-Earth3_CCAM [-] 3.01 3.01 3.03 -0.0256 0.151 3.02 0.990 0.953 0.501 0.858 0.834
EC-Earth3_CMIP6 [-] 3.03 3.03 3.03 0.000180 0.113 1.60 0.993 0.963 0.783 0.801 0.892
ERA5_BARPA [-] 3.03 3.03 3.03 -0.00528 0.107 1.48 0.993 0.966 0.792 0.949 0.924
ERA5_CCAM [-] 3.03 3.03 3.03 -0.000268 0.0983 1.41 0.993 0.969 0.798 0.945 0.926
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.03 -0.00480 0.124 1.74 0.993 0.961 0.746 0.909 0.905
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.03 -0.00415 0.118 1.46 0.993 0.962 0.796 0.792 0.888
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0236 0.152 2.68 0.990 0.952 0.571 0.906 0.855
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.0177 0.146 2.80 0.991 0.954 0.540 0.832 0.839
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.03 -0.0173 0.139 3.00 0.992 0.955 0.501 0.898 0.847
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.02
ACCESS-CM2_BARPA [-] 3.01 3.01 3.02 -0.00540 0.125 2.19 0.992 0.950 0.655 0.841 0.858
ACCESS-CM2_CCAM [-] 3.02 3.02 3.02 0.00170 0.123 1.90 0.992 0.951 0.724 0.956 0.881
ACCESS-CM2_CMIP6 [-] 3.01 3.01 3.02 -0.00458 0.107 2.47 0.994 0.952 0.572 0.296 0.772
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.02 -0.00453 0.115 2.32 0.992 0.954 0.640 0.969 0.881
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.02 0.00423 0.119 2.18 0.992 0.953 0.671 0.953 0.866
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.02 0.00524 0.114 3.31 0.994 0.952 0.452 0.182 0.703
CESM2_BARPA [-] 3.03 3.03 3.02 0.00647 0.130 3.12 0.991 0.949 0.478 0.831 0.820
CESM2_CCAM [-] 3.03 3.03 3.02 0.00649 0.134 3.38 0.992 0.947 0.431 0.777 0.784
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 0.00379 0.136 3.49 0.991 0.946 0.404 0.853 0.800
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 0.00433 0.140 3.45 0.992 0.945 0.411 0.800 0.776
CMCC-ESM2_CMIP6 [-] 3.04 3.04 3.02 0.0190 0.132 3.83 0.988 0.946 0.325 0.207 0.654
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 -0.00133 0.113 1.78 0.992 0.955 0.748 0.806 0.871
CNRM-ESM2-1_CMIP6 [-] 3.00 3.00 3.02 -0.0211 0.114 2.40 0.988 0.952 0.619 0.152 0.766
EC-Earth3_BARPA [-] 3.01 3.01 3.02 -0.00669 0.124 1.99 0.992 0.951 0.712 0.794 0.862
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.00457 0.134 3.06 0.991 0.947 0.488 0.887 0.834
EC-Earth3_CMIP6 [-] 3.01 3.01 3.02 -0.00410 0.113 1.76 0.992 0.952 0.753 0.521 0.818
ERA5_BARPA [-] 3.02 3.02 3.02 0.00305 0.0919 2.00 0.992 0.964 0.685 0.865 0.882
ERA5_CCAM [-] 3.02 3.02 3.02 0.00126 0.0884 1.50 0.992 0.965 0.787 0.752 0.881
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 0.00323 0.122 2.45 0.992 0.952 0.613 0.867 0.859
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.02 -0.00326 0.123 2.70 0.992 0.948 0.552 0.445 0.762
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 0.00371 0.130 3.10 0.992 0.948 0.480 0.833 0.815
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 0.00494 0.138 2.75 0.992 0.945 0.559 0.793 0.824
NorESM2-MM_CMIP6 [-] 3.03 3.03 3.02 0.00806 0.127 2.28 0.995 0.946 0.640 0.399 0.790
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.03 3.03 3.02 0.0124 0.110 1.72 0.990 0.957 0.751 0.918 0.909
ACCESS-CM2_CCAM [-] 3.02 3.02 3.02 0.00250 0.114 1.65 0.992 0.955 0.763 0.840 0.897
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.02 -0.00243 0.101 1.43 0.990 0.957 0.779 0.853 0.831
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.02 0.00978 0.121 2.17 0.991 0.952 0.664 0.954 0.890
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.02 0.00773 0.121 1.99 0.991 0.952 0.704 0.853 0.876
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.02 0.0136 0.111 2.22 0.993 0.952 0.656 0.577 0.786
CESM2_BARPA [-] 3.02 3.02 3.02 0.00234 0.126 2.99 0.991 0.950 0.498 0.761 0.819
CESM2_CCAM [-] 3.02 3.02 3.02 0.00276 0.131 3.24 0.991 0.948 0.456 0.832 0.814
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 0.00365 0.130 2.78 0.992 0.949 0.543 0.777 0.830
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 -0.00182 0.132 3.07 0.991 0.948 0.487 0.811 0.826
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 0.00490 0.118 2.71 0.993 0.950 0.567 0.888 0.848
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 0.00433 0.119 1.70 0.991 0.953 0.750 0.879 0.905
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.02 0.00307 0.105 1.22 0.992 0.957 0.825 0.579 0.826
EC-Earth3_BARPA [-] 3.02 3.02 3.02 0.00527 0.115 1.94 0.990 0.955 0.709 0.941 0.900
EC-Earth3_CCAM [-] 3.02 3.02 3.02 0.00315 0.128 2.81 0.991 0.950 0.541 0.840 0.832
EC-Earth3_CMIP6 [-] 3.03 3.03 3.02 0.00658 0.101 1.73 0.991 0.959 0.758 0.810 0.861
ERA5_BARPA [-] 3.02 3.02 3.02 0.00162 0.0976 1.73 0.991 0.962 0.744 0.865 0.897
ERA5_CCAM [-] 3.03 3.03 3.02 0.0114 0.0982 1.71 0.990 0.962 0.737 0.826 0.888
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.00212 0.135 2.11 0.991 0.947 0.673 0.958 0.878
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.02 0.00710 0.120 1.59 0.992 0.950 0.774 0.872 0.871
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 0.00529 0.134 2.53 0.991 0.947 0.595 0.832 0.856
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 0.00307 0.136 2.77 0.991 0.946 0.549 0.779 0.820
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 0.00293 0.132 2.66 0.993 0.944 0.567 0.829 0.812
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.02
ACCESS-CM2_BARPA [-] 3.03 3.03 3.02 0.00458 0.132 2.19 0.994 0.962 0.663 0.826 0.873
ACCESS-CM2_CCAM [-] 3.03 3.03 3.02 0.00624 0.124 2.00 0.995 0.964 0.685 0.774 0.867
ACCESS-CM2_CMIP6 [-] 3.04 3.04 3.02 0.0269 0.130 2.03 0.990 0.962 0.735 0.0320 0.711
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.02 -0.000665 0.120 1.57 0.994 0.966 0.778 0.836 0.902
ACCESS-ESM1-5_CCAM [-] 3.04 3.04 3.02 0.0159 0.123 1.91 0.993 0.965 0.692 0.784 0.870
ACCESS-ESM1-5_CMIP6 [-] 3.04 3.04 3.02 0.0218 0.143 1.78 0.994 0.955 0.732 0.356 0.781
CESM2_BARPA [-] 3.03 3.03 3.02 0.00546 0.132 2.81 0.994 0.962 0.519 0.583 0.786
CESM2_CCAM [-] 3.02 3.02 3.02 -0.000579 0.141 3.49 0.995 0.959 0.386 0.529 0.744
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 -0.00110 0.148 3.46 0.995 0.957 0.409 0.693 0.785
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 0.00131 0.141 3.29 0.995 0.959 0.448 0.595 0.773
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 -7.68e-05 0.137 3.27 0.996 0.958 0.451 0.526 0.758
CNRM-ESM2-1_CCAM [-] 3.03 3.03 3.02 0.0138 0.125 1.90 0.994 0.964 0.685 0.861 0.886
CNRM-ESM2-1_CMIP6 [-] 3.05 3.05 3.02 0.0302 0.120 2.21 0.990 0.966 0.634 0.116 0.709
EC-Earth3_BARPA [-] 3.02 3.02 3.02 0.000297 0.131 1.64 0.994 0.963 0.750 0.850 0.897
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.00611 0.146 3.44 0.994 0.958 0.389 0.692 0.781
EC-Earth3_CMIP6 [-] 3.03 3.03 3.02 0.0130 0.128 1.38 0.994 0.961 0.801 0.336 0.794
ERA5_BARPA [-] 3.02 3.02 3.02 -0.00168 0.104 0.825 0.995 0.970 0.875 0.754 0.906
ERA5_CCAM [-] 3.02 3.02 3.02 0.00231 0.0991 0.654 0.994 0.972 0.904 0.842 0.933
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.02 0.00527 0.131 2.05 0.994 0.962 0.701 0.810 0.878
MPI-ESM1-2-HR_CMIP6 [-] 3.04 3.04 3.02 0.0190 0.120 1.77 0.993 0.965 0.727 0.426 0.798
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 -0.00360 0.140 3.14 0.994 0.960 0.463 0.813 0.824
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 0.000544 0.150 3.82 0.995 0.957 0.338 0.718 0.775
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 0.00278 0.149 3.96 0.992 0.956 0.293 0.112 0.629
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.02 3.02 3.02 3.02 0.00125 0.122 1.58 0.994 0.967 0.764 0.957 0.930
ACCESS-CM2_CCAM [-] 3.02 3.02 3.02 3.02 -4.58e-05 0.117 1.59 0.994 0.968 0.761 0.949 0.928
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.02 3.04 0.00315 0.109 1.39 0.994 0.969 0.796 0.768 0.899
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.02 3.02 -0.00105 0.124 1.67 0.994 0.966 0.750 0.974 0.930
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.02 3.02 -0.000600 0.121 1.66 0.994 0.967 0.748 0.969 0.929
ACCESS-ESM1-5_CMIP6 [-] 3.02 3.02 3.02 3.01 -0.000605 0.114 1.63 0.994 0.967 0.757 0.703 0.878
CESM2_BARPA [-] 3.02 3.02 3.02 3.02 0.00206 0.135 2.91 0.993 0.964 0.517 0.841 0.856
CESM2_CCAM [-] 3.02 3.02 3.02 3.02 0.00290 0.133 2.94 0.993 0.964 0.511 0.771 0.841
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 3.02 0.000758 0.136 2.87 0.993 0.963 0.525 0.917 0.872
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 3.02 0.00266 0.134 2.89 0.993 0.964 0.521 0.811 0.851
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 3.03 0.00307 0.128 2.89 0.993 0.964 0.521 0.880 0.864
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 3.02 -0.00280 0.120 1.70 0.994 0.968 0.744 0.984 0.932
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.02 3.01 0.00124 0.114 1.52 0.994 0.968 0.779 0.735 0.889
EC-Earth3_BARPA [-] 3.02 3.02 3.02 3.02 -0.00117 0.126 1.61 0.994 0.966 0.762 0.995 0.936
EC-Earth3_CCAM [-] 3.02 3.02 3.02 3.02 -0.000570 0.133 2.94 0.993 0.964 0.509 0.816 0.849
EC-Earth3_CMIP6 [-] 3.02 3.02 3.02 3.01 -0.000988 0.116 1.49 0.994 0.968 0.784 0.820 0.907
ERA5_BARPA [-] 3.02 3.02 3.02 3.02 -0.00267 0.102 1.47 0.994 0.973 0.775 0.961 0.935
ERA5_CCAM [-] 3.02 3.02 3.02 3.02 -0.00280 0.101 1.47 0.994 0.973 0.773 0.965 0.936
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 3.02 -0.00113 0.127 1.57 0.994 0.966 0.763 0.998 0.937
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.02 3.00 -0.00392 0.116 1.53 0.994 0.967 0.768 0.778 0.895
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 3.02 0.00279 0.137 2.96 0.993 0.963 0.507 0.870 0.859
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 3.02 0.00168 0.135 2.99 0.993 0.964 0.500 0.845 0.853
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 3.03 0.00269 0.127 3.05 0.993 0.964 0.489 0.898 0.862
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 [-] 3.01
ACCESS-CM2_BARPA [-] 3.02 3.02 3.01 3.00 0.00403 0.121 2.21 0.995 0.971 0.657 0.960 0.910
ACCESS-CM2_CCAM [-] 3.01 3.01 3.01 3.00 0.000739 0.118 2.27 0.995 0.971 0.645 0.926 0.902
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.01 0.00741 0.108 1.98 0.994 0.972 0.699 0.603 0.848
ACCESS-ESM1-5_BARPA [-] 3.01 3.01 3.01 3.00 0.000689 0.126 2.30 0.995 0.969 0.640 0.976 0.910
ACCESS-ESM1-5_CCAM [-] 3.01 3.01 3.01 3.00 -0.000300 0.122 2.35 0.995 0.970 0.629 0.935 0.900
ACCESS-ESM1-5_CMIP6 [-] 3.01 3.01 3.01 2.99 0.00199 0.112 2.25 0.995 0.970 0.646 0.601 0.837
CESM2_BARPA [-] 3.03 3.03 3.01 3.00 0.0155 0.121 2.97 0.994 0.971 0.505 0.735 0.835
CESM2_CCAM [-] 3.03 3.03 3.01 3.00 0.0156 0.121 3.03 0.994 0.971 0.492 0.681 0.822
CMCC-ESM2_BARPA [-] 3.02 3.02 3.01 3.00 0.0127 0.124 3.00 0.994 0.971 0.502 0.800 0.847
CMCC-ESM2_CCAM [-] 3.03 3.03 3.01 3.00 0.0144 0.123 3.05 0.994 0.971 0.489 0.735 0.832
CMCC-ESM2_CMIP6 [-] 3.03 3.03 3.01 3.03 0.0159 0.114 2.99 0.994 0.971 0.501 0.836 0.854
CNRM-ESM2-1_CCAM [-] 3.01 3.01 3.01 3.00 -0.00283 0.118 2.26 0.995 0.971 0.638 0.948 0.905
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.01 3.01 0.00666 0.113 2.14 0.995 0.971 0.666 0.641 0.849
EC-Earth3_BARPA [-] 3.01 3.01 3.01 3.00 0.000771 0.126 2.14 0.994 0.970 0.666 0.999 0.920
EC-Earth3_CCAM [-] 3.02 3.02 3.01 3.00 0.0135 0.121 3.03 0.994 0.971 0.493 0.733 0.832
EC-Earth3_CMIP6 [-] 3.01 3.01 3.01 3.00 0.000933 0.109 1.95 0.995 0.972 0.700 0.791 0.886
ERA5_BARPA [-] 3.01 3.01 3.01 3.00 -0.00220 0.105 2.00 0.995 0.975 0.683 0.959 0.917
ERA5_CCAM [-] 3.01 3.01 3.01 3.00 -0.00567 0.104 2.08 0.995 0.975 0.667 0.938 0.910
MPI-ESM1-2-HR_BARPA [-] 3.01 3.01 3.01 3.00 0.00234 0.133 2.13 0.994 0.968 0.668 0.942 0.908
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 3.01 2.99 -0.00108 0.114 2.36 0.994 0.971 0.622 0.659 0.843
NorESM2-MM_BARPA [-] 3.03 3.03 3.01 3.00 0.0169 0.122 2.96 0.993 0.971 0.507 0.737 0.836
NorESM2-MM_CCAM [-] 3.03 3.03 3.01 3.00 0.0159 0.122 3.06 0.994 0.971 0.486 0.693 0.823
NorESM2-MM_CMIP6 [-] 3.03 3.03 3.01 3.03 0.0167 0.113 3.06 0.993 0.972 0.484 0.850 0.854
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 0.000605 0.116 2.05 0.993 0.965 0.700 0.891 0.903
ACCESS-CM2_CCAM [-] 3.02 3.02 3.03 -0.00664 0.119 1.52 0.993 0.964 0.788 0.898 0.922
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.02 -0.00223 0.102 2.12 0.995 0.967 0.695 0.734 0.872
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.03 -0.00833 0.114 1.71 0.993 0.966 0.763 0.848 0.907
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.03 -0.00418 0.114 1.83 0.994 0.965 0.737 0.921 0.917
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.03 0.00647 0.109 0.943 0.993 0.965 0.888 0.251 0.812
CESM2_BARPA [-] 3.01 3.01 3.03 -0.0118 0.139 2.83 0.993 0.958 0.533 0.775 0.843
CESM2_CCAM [-] 3.02 3.02 3.03 -0.00578 0.146 2.87 0.994 0.955 0.525 0.754 0.837
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0186 0.152 3.19 0.992 0.954 0.461 0.852 0.843
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0149 0.142 2.46 0.993 0.957 0.607 0.826 0.868
CMCC-ESM2_CMIP6 [-] 3.01 3.01 3.03 -0.0201 0.151 2.83 0.991 0.953 0.552 0.485 0.787
CNRM-ESM2-1_CCAM [-] 3.01 3.01 3.03 -0.0155 0.114 1.42 0.992 0.966 0.809 0.954 0.937
CNRM-ESM2-1_CMIP6 [-] 3.00 3.00 3.03 -0.0225 0.0990 0.682 0.991 0.970 0.924 0.336 0.838
EC-Earth3_BARPA [-] 3.01 3.01 3.03 -0.0194 0.121 1.88 0.992 0.964 0.733 0.876 0.906
EC-Earth3_CCAM [-] 3.01 3.01 3.03 -0.0133 0.142 2.44 0.992 0.957 0.609 0.913 0.886
EC-Earth3_CMIP6 [-] 3.01 3.01 3.03 -0.0109 0.113 1.23 0.993 0.965 0.858 0.744 0.905
ERA5_BARPA [-] 3.02 3.02 3.03 -0.00392 0.107 1.39 0.993 0.968 0.800 0.841 0.914
ERA5_CCAM [-] 3.02 3.02 3.03 -0.00917 0.0984 1.31 0.993 0.970 0.816 0.893 0.929
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.03 -0.00926 0.122 1.91 0.993 0.963 0.720 0.890 0.906
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 3.02 -0.0123 0.117 1.71 0.994 0.963 0.759 0.711 0.878
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0107 0.143 3.17 0.993 0.957 0.463 0.831 0.840
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.00604 0.145 3.65 0.993 0.956 0.380 0.823 0.822
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.03 -0.00399 0.136 3.50 0.994 0.957 0.411 0.598 0.783
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.01 3.01 3.02 -0.0107 0.105 2.21 0.993 0.968 0.657 0.871 0.892
ACCESS-CM2_CCAM [-] 3.02 3.02 3.02 -0.00254 0.118 1.91 0.993 0.964 0.724 0.831 0.895
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.03 -0.00128 0.104 1.32 0.996 0.965 0.830 0.616 0.874
ACCESS-ESM1-5_BARPA [-] 3.01 3.01 3.02 -0.0127 0.108 1.87 0.993 0.968 0.733 0.930 0.918
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.02 0.00318 0.114 1.98 0.994 0.965 0.714 0.848 0.897
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.03 0.00752 0.0985 1.59 0.995 0.968 0.821 0.413 0.833
CESM2_BARPA [-] 3.02 3.02 3.02 -0.00312 0.137 1.82 0.994 0.958 0.735 0.804 0.890
CESM2_CCAM [-] 3.02 3.02 3.02 -0.00326 0.134 2.36 0.994 0.959 0.628 0.775 0.863
CMCC-ESM2_BARPA [-] 3.01 3.01 3.02 -0.0193 0.140 2.98 0.992 0.958 0.512 0.902 0.864
CMCC-ESM2_CCAM [-] 3.01 3.01 3.02 -0.0160 0.139 2.62 0.993 0.958 0.584 0.871 0.873
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 -0.00543 0.137 2.75 0.994 0.956 0.560 0.601 0.813
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 -0.00586 0.109 1.63 0.994 0.967 0.767 0.852 0.909
CNRM-ESM2-1_CMIP6 [-] 3.04 3.04 3.03 0.0109 0.0979 1.38 0.994 0.969 0.800 0.600 0.866
EC-Earth3_BARPA [-] 3.02 3.02 3.02 -0.00537 0.109 2.44 0.994 0.967 0.612 0.856 0.879
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.0121 0.151 2.14 0.993 0.954 0.683 0.796 0.876
EC-Earth3_CMIP6 [-] 3.02 3.02 3.02 -0.00662 0.106 2.18 0.993 0.967 0.658 0.719 0.861
ERA5_BARPA [-] 3.02 3.02 3.02 -0.00873 0.102 2.05 0.993 0.969 0.682 0.823 0.887
ERA5_CCAM [-] 3.02 3.02 3.02 -0.00474 0.0965 1.72 0.994 0.971 0.742 0.729 0.882
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.00766 0.122 2.36 0.994 0.963 0.640 0.884 0.889
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.02 -0.00580 0.0943 1.85 0.995 0.970 0.748 0.510 0.838
NorESM2-MM_BARPA [-] 3.01 3.01 3.02 -0.0147 0.136 2.95 0.992 0.959 0.511 0.951 0.875
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 -0.00379 0.131 3.40 0.994 0.960 0.434 0.805 0.831
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 -0.00921 0.115 3.64 0.994 0.963 0.396 0.729 0.809
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.03 3.03 3.02 0.00814 0.116 2.38 0.992 0.960 0.624 0.884 0.884
ACCESS-CM2_CCAM [-] 3.03 3.03 3.02 0.00855 0.113 2.00 0.992 0.961 0.698 0.822 0.887
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.02 -0.000236 0.115 1.53 0.992 0.957 0.811 0.0310 0.750
ACCESS-ESM1-5_BARPA [-] 3.03 3.02 3.02 0.00194 0.108 2.08 0.993 0.963 0.687 0.663 0.854
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.02 -0.00571 0.108 2.46 0.993 0.963 0.615 0.580 0.823
ACCESS-ESM1-5_CMIP6 [-] 3.02 3.02 3.02 -0.00548 0.0996 0.768 0.997 0.964 0.919 0.655 0.900
CESM2_BARPA [-] 3.02 3.02 3.02 -0.000541 0.129 2.85 0.993 0.956 0.537 0.805 0.849
CESM2_CCAM [-] 3.02 3.02 3.02 -0.000689 0.121 2.88 0.993 0.959 0.521 0.635 0.813
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 -0.00153 0.127 3.11 0.993 0.957 0.471 0.751 0.826
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 -0.00305 0.124 2.89 0.993 0.958 0.528 0.775 0.842
CMCC-ESM2_CMIP6 [-] 3.03 3.03 3.02 0.00446 0.116 2.24 0.994 0.958 0.650 0.381 0.788
CNRM-ESM2-1_CCAM [-] 3.01 3.01 3.02 -0.00833 0.113 1.84 0.992 0.962 0.725 0.641 0.856
CNRM-ESM2-1_CMIP6 [-] 3.03 3.03 3.02 0.00214 0.109 0.401 0.989 0.961 0.950 0.0971 0.792
EC-Earth3_BARPA [-] 3.02 3.02 3.02 -0.00543 0.107 2.15 0.992 0.964 0.670 0.924 0.903
EC-Earth3_CCAM [-] 3.02 3.02 3.02 -0.00211 0.124 3.25 0.993 0.958 0.450 0.757 0.823
EC-Earth3_CMIP6 [-] 3.03 3.03 3.02 0.00738 0.0992 1.95 0.993 0.965 0.716 0.490 0.826
ERA5_BARPA [-] 3.03 3.03 3.02 0.00656 0.100 2.10 0.992 0.966 0.680 0.748 0.870
ERA5_CCAM [-] 3.02 3.02 3.02 0.000905 0.0915 1.89 0.993 0.969 0.713 0.639 0.857
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.00121 0.115 2.56 0.992 0.961 0.597 0.832 0.869
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.02 0.00682 0.107 1.36 0.994 0.961 0.805 0.663 0.877
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 -0.00324 0.125 3.46 0.993 0.957 0.409 0.655 0.794
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 0.00105 0.131 3.13 0.992 0.955 0.482 0.653 0.808
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 -0.00263 0.133 3.50 0.994 0.952 0.422 0.470 0.758
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 0.000318 0.128 2.13 0.994 0.965 0.677 0.928 0.906
ACCESS-CM2_CCAM [-] 3.03 3.03 3.03 0.00361 0.120 1.70 0.994 0.968 0.760 0.853 0.909
ACCESS-CM2_CMIP6 [-] 3.03 3.03 3.03 0.00360 0.122 1.88 0.994 0.965 0.738 0.364 0.805
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.03 -0.00137 0.115 1.40 0.994 0.969 0.821 0.952 0.941
ACCESS-ESM1-5_CCAM [-] 3.04 3.04 3.03 0.00897 0.117 1.55 0.994 0.968 0.796 0.750 0.895
ACCESS-ESM1-5_CMIP6 [-] 3.02 3.02 3.03 -0.00622 0.110 1.37 0.994 0.969 0.832 0.390 0.831
CESM2_BARPA [-] 3.02 3.02 3.03 -0.00409 0.130 2.42 0.995 0.965 0.600 0.757 0.856
CESM2_CCAM [-] 3.02 3.02 3.03 -0.00899 0.140 3.17 0.994 0.962 0.461 0.780 0.832
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0182 0.148 2.88 0.993 0.960 0.533 0.898 0.869
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0141 0.140 3.37 0.994 0.962 0.424 0.851 0.839
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.03 -0.00742 0.140 3.52 0.994 0.960 0.399 0.583 0.779
CNRM-ESM2-1_CCAM [-] 3.03 3.03 3.03 0.00174 0.103 1.17 0.995 0.972 0.849 0.899 0.938
CNRM-ESM2-1_CMIP6 [-] 3.03 3.03 3.03 0.00273 0.0986 1.60 0.994 0.972 0.763 0.393 0.819
EC-Earth3_BARPA [-] 3.03 3.03 3.03 0.00461 0.118 1.50 0.994 0.968 0.787 0.888 0.921
EC-Earth3_CCAM [-] 3.02 3.02 3.03 -0.0101 0.145 3.49 0.994 0.961 0.394 0.817 0.825
EC-Earth3_CMIP6 [-] 3.04 3.04 3.03 0.00952 0.118 1.58 0.994 0.967 0.776 0.718 0.884
ERA5_BARPA [-] 3.02 3.02 3.03 -0.00495 0.106 1.05 0.994 0.972 0.858 0.857 0.931
ERA5_CCAM [-] 3.02 3.02 3.03 -0.00656 0.0994 0.756 0.994 0.974 0.909 0.942 0.958
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.03 -0.000345 0.118 1.33 0.994 0.968 0.817 0.942 0.938
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.03 -0.000301 0.115 0.998 0.995 0.968 0.865 0.616 0.882
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0152 0.142 3.03 0.993 0.962 0.495 0.841 0.851
NorESM2-MM_CCAM [-] 3.01 3.01 3.03 -0.0121 0.138 2.98 0.994 0.963 0.501 0.855 0.855
NorESM2-MM_CMIP6 [-] 3.01 3.01 3.03 -0.0126 0.126 3.54 0.994 0.964 0.394 0.688 0.801
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 0.00562 0.122 1.68 0.994 0.968 0.773 0.865 0.914
ACCESS-CM2_CCAM [-] 3.03 3.03 3.03 0.00455 0.129 1.62 0.994 0.966 0.790 0.844 0.912
ACCESS-CM2_CMIP6 [-] 3.05 3.05 3.03 0.0272 0.118 1.73 0.991 0.967 0.764 0.627 0.863
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.03 -0.00505 0.123 1.42 0.994 0.968 0.807 0.862 0.920
ACCESS-ESM1-5_CCAM [-] 3.05 3.05 3.03 0.0226 0.126 1.41 0.992 0.968 0.815 0.873 0.923
ACCESS-ESM1-5_CMIP6 [-] 3.05 3.05 3.03 0.0269 0.118 1.56 0.991 0.966 0.794 0.544 0.852
CESM2_BARPA [-] 3.02 3.02 3.03 -0.0122 0.134 3.13 0.993 0.965 0.474 0.753 0.830
CESM2_CCAM [-] 3.02 3.02 3.03 -0.00885 0.139 3.16 0.994 0.963 0.470 0.668 0.812
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0204 0.142 3.01 0.992 0.963 0.500 0.747 0.833
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0133 0.142 3.50 0.993 0.963 0.400 0.665 0.797
CMCC-ESM2_CMIP6 [-] 3.01 3.01 3.03 -0.0185 0.138 3.26 0.993 0.962 0.441 0.568 0.785
CNRM-ESM2-1_CCAM [-] 3.03 3.03 3.03 -0.00262 0.113 1.19 0.995 0.970 0.845 0.809 0.918
CNRM-ESM2-1_CMIP6 [-] 3.04 3.04 3.03 0.0129 0.104 1.14 0.994 0.970 0.864 0.477 0.855
EC-Earth3_BARPA [-] 3.03 3.03 3.03 -0.00251 0.125 1.45 0.994 0.967 0.796 0.931 0.931
EC-Earth3_CCAM [-] 3.02 3.02 3.03 -0.00965 0.141 3.77 0.994 0.963 0.340 0.634 0.779
EC-Earth3_CMIP6 [-] 3.04 3.04 3.03 0.0141 0.117 1.13 0.994 0.968 0.866 0.652 0.889
ERA5_BARPA [-] 3.03 3.03 3.03 0.00220 0.113 1.50 0.994 0.971 0.800 0.906 0.928
ERA5_CCAM [-] 3.04 3.03 3.03 0.00681 0.101 0.962 0.994 0.974 0.878 0.869 0.938
MPI-ESM1-2-HR_BARPA [-] 3.04 3.04 3.03 0.00886 0.124 1.38 0.994 0.967 0.808 0.932 0.934
MPI-ESM1-2-HR_CMIP6 [-] 3.04 3.04 3.03 0.00729 0.130 1.64 0.994 0.964 0.780 0.545 0.849
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0149 0.135 2.84 0.993 0.965 0.538 0.767 0.845
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.00804 0.140 3.45 0.994 0.963 0.408 0.724 0.810
NorESM2-MM_CMIP6 [-] 3.01 3.01 3.03 -0.0158 0.128 3.51 0.993 0.964 0.386 0.553 0.772
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.02 3.02 3.02 -0.00506 0.124 1.82 0.992 0.957 0.746 0.963 0.923
ACCESS-CM2_CCAM [-] 3.03 3.03 3.02 0.00364 0.122 1.74 0.993 0.957 0.752 0.964 0.925
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.03 -0.00735 0.109 1.68 0.992 0.960 0.765 0.166 0.769
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.02 0.00179 0.111 1.57 0.993 0.961 0.762 0.897 0.915
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.02 -0.00434 0.116 2.15 0.993 0.959 0.673 0.905 0.898
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.02 0.00287 0.113 2.09 0.994 0.958 0.675 0.485 0.814
CESM2_BARPA [-] 3.02 3.02 3.02 -0.00393 0.134 3.18 0.993 0.953 0.473 0.870 0.849
CESM2_CCAM [-] 3.02 3.02 3.02 -0.00128 0.133 3.10 0.993 0.953 0.484 0.894 0.855
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 -0.00661 0.140 3.15 0.992 0.951 0.471 0.977 0.869
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 -0.00879 0.136 2.81 0.992 0.953 0.531 0.879 0.861
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 -0.00603 0.128 2.94 0.992 0.953 0.488 0.422 0.762
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 -0.00529 0.114 1.55 0.993 0.960 0.789 0.947 0.930
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.03 -0.00373 0.113 1.84 0.994 0.958 0.759 0.408 0.816
EC-Earth3_BARPA [-] 3.01 3.01 3.02 -0.0116 0.131 1.64 0.992 0.954 0.799 0.915 0.923
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.00997 0.141 3.23 0.992 0.951 0.459 0.900 0.851
EC-Earth3_CMIP6 [-] 3.02 3.02 3.02 -0.00731 0.119 1.70 0.993 0.957 0.782 0.591 0.856
ERA5_BARPA [-] 3.03 3.03 3.02 0.00323 0.104 1.73 0.993 0.964 0.755 0.913 0.918
ERA5_CCAM [-] 3.03 3.03 3.02 0.00515 0.0973 1.14 0.992 0.966 0.849 0.985 0.952
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.00782 0.128 2.32 0.992 0.955 0.645 0.911 0.892
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.02 0.000547 0.129 2.29 0.992 0.953 0.654 0.477 0.806
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 -0.00661 0.127 2.86 0.992 0.956 0.515 0.937 0.871
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 -0.00422 0.131 2.74 0.993 0.954 0.538 0.813 0.851
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 -0.00830 0.120 2.11 0.993 0.956 0.645 0.421 0.794
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 -0.00236 0.131 1.78 0.993 0.961 0.755 0.861 0.906
ACCESS-CM2_CCAM [-] 3.03 3.03 3.03 0.00222 0.126 1.69 0.993 0.962 0.773 0.919 0.922
ACCESS-CM2_CMIP6 [-] 3.03 3.03 3.03 0.000779 0.112 1.73 0.994 0.965 0.771 0.811 0.901
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.03 -0.00484 0.122 1.65 0.993 0.963 0.779 0.894 0.918
ACCESS-ESM1-5_CCAM [-] 3.04 3.04 3.03 0.00410 0.129 1.59 0.993 0.961 0.788 0.902 0.921
ACCESS-ESM1-5_CMIP6 [-] 3.05 3.05 3.03 0.0152 0.112 1.19 0.992 0.966 0.869 0.573 0.873
CESM2_BARPA [-] 3.01 3.01 3.03 -0.0197 0.151 2.89 0.991 0.955 0.526 0.859 0.857
CESM2_CCAM [-] 3.02 3.02 3.03 -0.0164 0.149 2.98 0.992 0.956 0.503 0.848 0.851
CMCC-ESM2_BARPA [-] 3.01 3.01 3.03 -0.0268 0.154 2.93 0.990 0.955 0.515 0.825 0.848
CMCC-ESM2_CCAM [-] 3.01 3.01 3.03 -0.0226 0.157 3.02 0.991 0.954 0.506 0.916 0.864
CMCC-ESM2_CMIP6 [-] 3.01 3.01 3.03 -0.0215 0.156 3.21 0.991 0.952 0.466 0.790 0.830
CNRM-ESM2-1_CCAM [-] 3.03 3.03 3.03 -0.00561 0.121 1.47 0.993 0.964 0.816 0.954 0.938
CNRM-ESM2-1_CMIP6 [-] 3.03 3.03 3.03 -0.00538 0.112 1.39 0.993 0.966 0.838 0.604 0.873
EC-Earth3_BARPA [-] 3.03 3.03 3.03 0.000680 0.130 1.82 0.992 0.961 0.740 0.935 0.918
EC-Earth3_CCAM [-] 3.01 3.01 3.03 -0.0266 0.158 3.11 0.990 0.953 0.483 0.815 0.839
EC-Earth3_CMIP6 [-] 3.04 3.04 3.03 0.00375 0.117 1.39 0.993 0.964 0.820 0.727 0.894
ERA5_BARPA [-] 3.03 3.03 3.03 -0.00551 0.110 1.42 0.993 0.967 0.803 0.968 0.940
ERA5_CCAM [-] 3.03 3.03 3.03 -0.00151 0.0989 1.25 0.993 0.971 0.832 0.944 0.942
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.03 -0.00256 0.124 1.66 0.993 0.963 0.768 0.923 0.922
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.03 -0.00293 0.123 1.24 0.993 0.962 0.848 0.767 0.906
NorESM2-MM_BARPA [-] 3.01 3.01 3.03 -0.0266 0.160 2.68 0.990 0.952 0.576 0.870 0.868
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.0163 0.152 2.82 0.992 0.955 0.541 0.842 0.857
NorESM2-MM_CMIP6 [-] 3.01 3.01 3.03 -0.0185 0.144 3.08 0.992 0.956 0.486 0.893 0.856
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 [-] 3.04
ACCESS-CM2_BARPA [-] 3.03 3.03 3.04 -0.00977 0.119 2.01 0.991 0.959 0.701 0.863 0.895
ACCESS-CM2_CCAM [-] 3.03 3.03 3.04 -0.00445 0.119 1.71 0.992 0.959 0.752 0.929 0.918
ACCESS-CM2_CMIP6 [-] 3.03 3.03 3.04 -0.00603 0.111 1.60 0.992 0.960 0.777 0.826 0.903
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.04 -0.00566 0.117 2.00 0.992 0.960 0.703 0.856 0.894
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.04 -0.00682 0.118 1.89 0.992 0.959 0.727 0.957 0.919
ACCESS-ESM1-5_CMIP6 [-] 3.04 3.04 3.04 -0.00236 0.113 1.84 0.993 0.959 0.738 0.857 0.901
CESM2_BARPA [-] 3.02 3.02 3.04 -0.0160 0.140 3.13 0.991 0.952 0.471 0.792 0.832
CESM2_CCAM [-] 3.02 3.02 3.04 -0.0200 0.138 3.29 0.990 0.953 0.443 0.890 0.846
CMCC-ESM2_BARPA [-] 3.02 3.02 3.04 -0.0232 0.140 2.93 0.990 0.952 0.511 0.854 0.852
CMCC-ESM2_CCAM [-] 3.02 3.02 3.04 -0.0172 0.142 2.60 0.991 0.951 0.572 0.809 0.855
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.04 -0.0196 0.135 2.92 0.991 0.952 0.511 0.961 0.874
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.04 -0.0148 0.122 1.71 0.991 0.958 0.773 0.913 0.919
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.04 -0.0162 0.117 1.75 0.991 0.958 0.759 0.727 0.879
EC-Earth3_BARPA [-] 3.02 3.02 3.04 -0.0141 0.117 1.98 0.990 0.961 0.711 0.932 0.911
EC-Earth3_CCAM [-] 3.01 3.01 3.04 -0.0239 0.140 2.88 0.989 0.953 0.532 0.873 0.860
EC-Earth3_CMIP6 [-] 3.03 3.03 3.04 -0.00564 0.108 1.93 0.993 0.962 0.722 0.909 0.909
ERA5_BARPA [-] 3.03 3.03 3.04 -0.00488 0.103 1.57 0.992 0.965 0.772 0.890 0.917
ERA5_CCAM [-] 3.04 3.04 3.04 0.00177 0.0974 1.69 0.992 0.967 0.743 0.919 0.917
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.04 -0.00848 0.122 1.87 0.992 0.957 0.708 0.896 0.902
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.04 -0.00614 0.110 1.82 0.992 0.961 0.711 0.801 0.885
NorESM2-MM_BARPA [-] 3.02 3.02 3.04 -0.0188 0.140 2.68 0.990 0.952 0.562 0.852 0.862
NorESM2-MM_CCAM [-] 3.02 3.02 3.04 -0.0200 0.137 2.78 0.990 0.953 0.537 0.823 0.851
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.04 -0.0154 0.132 2.86 0.991 0.954 0.525 0.913 0.867
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.01 3.01 3.02 -0.0112 0.115 1.94 0.992 0.955 0.697 0.848 0.890
ACCESS-CM2_CCAM [-] 3.02 3.02 3.02 -0.00103 0.110 1.79 0.993 0.957 0.739 0.784 0.886
ACCESS-CM2_CMIP6 [-] 3.01 3.01 3.02 -0.00894 0.104 5.07 0.996 0.952 0.0674 0.399 0.673
ACCESS-ESM1-5_BARPA [-] 3.01 3.01 3.02 -0.00996 0.113 2.58 0.992 0.956 0.586 0.903 0.879
ACCESS-ESM1-5_CCAM [-] 3.01 3.01 3.02 -0.0113 0.116 2.01 0.994 0.955 0.700 0.852 0.891
ACCESS-ESM1-5_CMIP6 [-] 3.01 3.01 3.02 -0.00822 0.126 2.03 0.996 0.948 0.749 1.00 0.928
CESM2_BARPA [-] 3.03 3.02 3.02 0.000189 0.130 2.62 0.992 0.950 0.571 0.846 0.862
CESM2_CCAM [-] 3.03 3.03 3.02 0.00451 0.132 3.69 0.992 0.949 0.368 0.709 0.793
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 -0.00221 0.140 3.70 0.993 0.946 0.370 0.772 0.805
CMCC-ESM2_CCAM [-] 3.03 3.03 3.02 0.00736 0.139 3.45 0.992 0.946 0.421 0.767 0.814
CMCC-ESM2_CMIP6 [-] 3.05 3.05 3.02 0.0236 0.118 2.53 0.990 0.951 0.535 0.0952 0.705
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 -0.00722 0.115 1.66 0.993 0.955 0.765 0.759 0.886
CNRM-ESM2-1_CMIP6 [-] 2.96 2.96 3.02 -0.0600 0.128 2.03 0.972 0.949 0.749 0.0213 0.728
EC-Earth3_BARPA [-] 3.02 3.02 3.02 -0.00873 0.125 2.35 0.992 0.951 0.629 0.866 0.878
EC-Earth3_CCAM [-] 3.02 3.02 3.02 -0.00663 0.138 3.33 0.991 0.946 0.442 0.922 0.850
EC-Earth3_CMIP6 [-] 3.02 3.02 3.02 -0.00846 0.106 2.04 0.994 0.956 0.665 0.465 0.807
ERA5_BARPA [-] 3.02 3.02 3.02 -0.00333 0.103 1.93 0.993 0.960 0.696 0.854 0.893
ERA5_CCAM [-] 3.02 3.02 3.02 -0.00233 0.0987 1.34 0.994 0.962 0.814 0.805 0.907
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.00143 0.126 2.69 0.993 0.951 0.556 0.887 0.868
MPI-ESM1-2-HR_CMIP6 [-] 3.00 3.00 3.02 -0.0180 0.126 3.39 0.992 0.947 0.415 0.874 0.835
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 -0.000903 0.136 2.73 0.995 0.947 0.556 0.769 0.843
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 -0.00482 0.149 3.11 0.994 0.942 0.488 0.771 0.827
NorESM2-MM_CMIP6 [-] 3.03 3.03 3.02 0.00555 0.133 1.54 0.997 0.944 0.839 0.738 0.892
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.01 3.01 3.02 -0.00787 0.117 2.20 0.992 0.952 0.653 0.606 0.831
ACCESS-CM2_CCAM [-] 3.01 3.01 3.02 -0.00587 0.119 1.91 0.992 0.951 0.707 0.709 0.862
ACCESS-CM2_CMIP6 [-] 3.03 3.03 3.02 0.00644 0.0889 0.00 0.997 0.959 1.00 1.00 0.983
ACCESS-ESM1-5_BARPA [-] 3.00 3.00 3.02 -0.0186 0.117 2.60 0.990 0.952 0.583 0.972 0.890
ACCESS-ESM1-5_CCAM [-] 3.01 3.01 3.02 -0.0113 0.123 2.60 0.992 0.949 0.581 0.845 0.863
ACCESS-ESM1-5_CMIP6 [-] 3.04 3.04 3.02 0.0121 0.109 3.04 0.990 0.952 0.501 0.0801 0.695
CESM2_BARPA [-] 3.03 3.03 3.02 0.00767 0.129 3.20 0.991 0.948 0.458 0.864 0.842
CESM2_CCAM [-] 3.03 3.03 3.02 0.00911 0.125 3.10 0.992 0.949 0.498 0.679 0.813
CMCC-ESM2_BARPA [-] 3.03 3.03 3.02 0.00883 0.123 3.30 0.991 0.950 0.434 0.880 0.841
CMCC-ESM2_CCAM [-] 3.03 3.03 3.02 0.00798 0.134 3.42 0.992 0.945 0.418 0.598 0.780
CMCC-ESM2_CMIP6 [-] 3.05 3.05 3.02 0.0294 0.113 3.07 0.984 0.953 0.494 0.139 0.704
CNRM-ESM2-1_CCAM [-] 3.02 3.01 3.02 -0.00486 0.111 1.98 0.992 0.955 0.702 0.803 0.881
CNRM-ESM2-1_CMIP6 [-] 3.01 3.01 3.02 -0.0100 0.0933 1.69 0.988 0.960 0.749 0.0634 0.744
EC-Earth3_BARPA [-] 3.02 3.02 3.02 -0.00445 0.104 1.83 0.992 0.957 0.742 0.657 0.861
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.00885 0.121 2.33 0.990 0.951 0.625 0.925 0.889
EC-Earth3_CMIP6 [-] 3.00 3.00 3.02 -0.0177 0.115 2.03 0.990 0.950 0.732 0.691 0.863
ERA5_BARPA [-] 3.02 3.02 3.02 0.00136 0.0894 1.86 0.993 0.964 0.729 0.878 0.905
ERA5_CCAM [-] 3.02 3.02 3.02 -0.00336 0.0877 1.21 0.992 0.965 0.841 0.738 0.900
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 0.00226 0.122 2.41 0.993 0.950 0.628 0.869 0.878
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 3.02 -0.0103 0.129 3.23 0.989 0.943 0.465 0.298 0.728
NorESM2-MM_BARPA [-] 3.03 3.03 3.02 0.00826 0.126 2.68 0.992 0.949 0.563 0.676 0.826
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 0.00390 0.129 2.67 0.993 0.947 0.577 0.785 0.850
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 0.000785 0.120 3.04 0.996 0.947 0.501 0.638 0.806
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.02 3.02 3.02 -0.00455 0.134 2.44 0.992 0.948 0.603 0.851 0.869
ACCESS-CM2_CCAM [-] 3.03 3.03 3.02 0.00738 0.116 2.12 0.992 0.955 0.686 0.759 0.869
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.02 0.000594 0.109 2.74 0.998 0.953 0.493 0.859 0.851
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.02 0.000660 0.109 2.22 0.992 0.958 0.668 0.904 0.896
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.02 0.00832 0.115 2.29 0.992 0.956 0.654 0.848 0.881
ACCESS-ESM1-5_CMIP6 [-] 3.02 3.02 3.02 0.00223 0.0924 3.38 0.994 0.961 0.439 0.148 0.700
CESM2_BARPA [-] 3.02 3.02 3.02 0.00209 0.125 3.22 0.992 0.952 0.470 0.814 0.836
CESM2_CCAM [-] 3.02 3.02 3.02 0.00117 0.131 3.26 0.993 0.949 0.457 0.578 0.785
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 -0.00210 0.123 3.30 0.992 0.953 0.444 0.818 0.832
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 -0.00487 0.128 3.47 0.992 0.951 0.403 0.769 0.813
CMCC-ESM2_CMIP6 [-] 3.04 3.04 3.02 0.0169 0.129 4.72 0.986 0.950 0.142 0.136 0.633
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 0.00349 0.108 2.13 0.993 0.958 0.693 0.773 0.875
CNRM-ESM2-1_CMIP6 [-] 3.00 3.00 3.02 -0.0148 0.137 4.09 0.993 0.941 0.289 0.781 0.789
EC-Earth3_BARPA [-] 3.01 3.01 3.02 -0.00646 0.109 2.26 0.992 0.958 0.648 0.737 0.858
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.00815 0.121 3.08 0.992 0.954 0.482 0.880 0.852
EC-Earth3_CMIP6 [-] 3.03 3.03 3.02 0.0105 0.0904 1.36 0.993 0.963 0.810 0.579 0.862
ERA5_BARPA [-] 3.02 3.02 3.02 0.000251 0.0914 2.37 0.992 0.965 0.607 0.812 0.868
ERA5_CCAM [-] 3.02 3.02 3.02 0.00119 0.0856 1.85 0.992 0.967 0.721 0.732 0.876
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 -0.000649 0.109 2.20 0.992 0.958 0.662 0.861 0.886
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.02 -0.00174 0.101 2.36 0.992 0.959 0.583 0.451 0.789
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 -0.00128 0.125 3.18 0.991 0.952 0.469 0.832 0.839
NorESM2-MM_CCAM [-] 3.03 3.03 3.02 0.00465 0.132 2.95 0.992 0.949 0.516 0.682 0.818
NorESM2-MM_CMIP6 [-] 3.04 3.04 3.02 0.0196 0.127 2.21 0.992 0.948 0.634 0.380 0.781
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.01 3.01 3.02 -0.00150 0.127 2.02 0.992 0.948 0.694 0.914 0.899
ACCESS-CM2_CCAM [-] 3.02 3.02 3.02 0.00157 0.143 1.68 0.991 0.942 0.773 0.994 0.928
ACCESS-CM2_CMIP6 [-] 3.00 3.00 3.01 -0.0106 0.112 1.36 0.988 0.951 0.833 0.000179 0.744
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.02 0.00185 0.121 2.10 0.992 0.951 0.676 0.924 0.899
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.02 0.0185 0.124 1.85 0.990 0.950 0.737 0.668 0.859
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.02 0.00976 0.148 4.05 0.996 0.939 0.287 0.250 0.682
CESM2_BARPA [-] 3.03 3.03 3.02 0.0144 0.135 3.24 0.990 0.945 0.449 0.786 0.823
CESM2_CCAM [-] 3.03 3.03 3.02 0.0122 0.145 3.55 0.989 0.942 0.391 0.926 0.838
CMCC-ESM2_BARPA [-] 3.03 3.03 3.02 0.0107 0.159 3.73 0.990 0.936 0.354 0.832 0.809
CMCC-ESM2_CCAM [-] 3.03 3.03 3.02 0.0112 0.159 3.43 0.992 0.936 0.410 0.679 0.790
CMCC-ESM2_CMIP6 [-] 3.03 3.03 3.02 0.0139 0.150 3.67 0.993 0.935 0.374 0.674 0.782
CNRM-ESM2-1_CCAM [-] 3.01 3.01 3.02 -0.00143 0.120 1.27 0.992 0.951 0.838 0.722 0.891
CNRM-ESM2-1_CMIP6 [-] 3.01 3.01 3.01 0.00226 0.0766 0.00 0.999 0.964 1.00 1.00 0.985
EC-Earth3_BARPA [-] 3.01 3.01 3.02 -0.00735 0.154 1.57 0.991 0.937 0.814 0.834 0.903
EC-Earth3_CCAM [-] 3.02 3.02 3.02 0.00377 0.157 3.39 0.991 0.936 0.428 0.796 0.818
EC-Earth3_CMIP6 [-] 3.01 3.01 3.01 -0.00830 0.139 1.87 0.991 0.941 0.751 0.546 0.834
ERA5_BARPA [-] 3.03 3.03 3.02 0.0111 0.0880 1.68 0.991 0.965 0.743 0.902 0.913
ERA5_CCAM [-] 3.02 3.02 3.02 0.00648 0.0866 1.36 0.992 0.965 0.815 0.735 0.895
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.02 0.0111 0.136 2.64 0.991 0.945 0.578 0.850 0.862
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.01 0.00979 0.141 2.24 0.996 0.939 0.671 0.603 0.830
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 0.00913 0.136 3.51 0.991 0.945 0.393 0.888 0.832
NorESM2-MM_CCAM [-] 3.03 3.03 3.02 0.0114 0.146 2.35 0.992 0.941 0.637 0.873 0.877
NorESM2-MM_CMIP6 [-] 3.01 3.01 3.02 -0.000866 0.129 2.23 0.996 0.943 0.650 0.517 0.810
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 [-] 3.03
ACCESS-CM2_BARPA [-] 3.03 3.03 3.03 -0.00117 0.102 1.62 0.992 0.961 0.763 0.887 0.913
ACCESS-CM2_CCAM [-] 3.03 3.03 3.03 -0.00471 0.121 1.62 0.992 0.953 0.778 0.876 0.910
ACCESS-CM2_CMIP6 [-] 3.00 3.00 3.03 -0.0356 0.102 2.04 0.984 0.958 0.684 0.141 0.745
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.03 -0.000877 0.120 2.80 0.992 0.954 0.545 0.952 0.879
ACCESS-ESM1-5_CCAM [-] 3.02 3.02 3.03 -0.00671 0.104 2.10 0.992 0.960 0.680 0.758 0.870
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.02 0.00481 0.0968 2.01 0.993 0.961 0.669 0.361 0.789
CESM2_BARPA [-] 3.02 3.02 3.03 -0.0123 0.128 3.00 0.991 0.951 0.489 0.864 0.849
CESM2_CCAM [-] 3.02 3.02 3.03 -0.0137 0.128 3.41 0.992 0.951 0.413 0.788 0.819
CMCC-ESM2_BARPA [-] 3.03 3.03 3.03 -0.00177 0.141 2.80 0.993 0.945 0.550 0.847 0.856
CMCC-ESM2_CCAM [-] 3.02 3.02 3.03 -0.00884 0.143 2.79 0.992 0.945 0.555 0.827 0.853
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.03 -0.00592 0.117 3.19 0.997 0.952 0.484 0.948 0.867
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.03 -0.0119 0.118 1.20 0.991 0.955 0.828 0.892 0.924
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.03 -0.0115 0.0971 0.807 0.992 0.961 0.924 0.417 0.851
EC-Earth3_BARPA [-] 3.03 3.02 3.03 -0.00554 0.120 2.52 0.990 0.954 0.604 0.963 0.893
EC-Earth3_CCAM [-] 3.02 3.02 3.03 -0.00592 0.133 3.14 0.992 0.949 0.463 0.764 0.823
EC-Earth3_CMIP6 [-] 3.03 3.03 3.03 0.000617 0.109 1.84 0.991 0.957 0.743 0.505 0.830
ERA5_BARPA [-] 3.02 3.02 3.03 -0.00537 0.101 1.76 0.992 0.961 0.752 0.843 0.902
ERA5_CCAM [-] 3.03 3.03 3.03 0.00346 0.0965 1.54 0.992 0.963 0.770 0.803 0.898
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.03 -0.0143 0.125 2.65 0.991 0.952 0.557 0.776 0.846
MPI-ESM1-2-HR_CMIP6 [-] 3.03 3.03 3.03 -0.00283 0.101 1.24 0.995 0.958 0.826 0.528 0.853
NorESM2-MM_BARPA [-] 3.02 3.02 3.03 -0.00880 0.133 2.57 0.992 0.948 0.582 0.994 0.893
NorESM2-MM_CCAM [-] 3.02 3.02 3.03 -0.00890 0.138 3.46 0.992 0.947 0.413 0.755 0.811
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.03 -0.0101 0.131 3.79 0.995 0.946 0.346 0.712 0.789
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.03 3.03 3.02 0.0161 0.112 1.74 0.990 0.956 0.748 0.945 0.919
ACCESS-CM2_CCAM [-] 3.02 3.02 3.02 0.00445 0.112 1.66 0.992 0.956 0.759 0.853 0.903
ACCESS-CM2_CMIP6 [-] 3.02 3.02 3.01 0.00760 0.100 1.25 0.992 0.956 0.808 0.749 0.892
ACCESS-ESM1-5_BARPA [-] 3.03 3.03 3.02 0.0127 0.121 2.00 0.990 0.952 0.696 0.971 0.912
ACCESS-ESM1-5_CCAM [-] 3.03 3.03 3.02 0.0116 0.126 1.96 0.991 0.950 0.710 0.894 0.899
ACCESS-ESM1-5_CMIP6 [-] 3.03 3.03 3.01 0.0156 0.114 2.27 0.993 0.950 0.653 0.508 0.811
CESM2_BARPA [-] 3.02 3.02 3.02 0.00630 0.125 2.98 0.992 0.950 0.501 0.760 0.831
CESM2_CCAM [-] 3.02 3.02 3.02 0.00721 0.132 3.19 0.991 0.948 0.467 0.860 0.843
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 0.00512 0.127 2.77 0.992 0.950 0.541 0.764 0.839
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 8.66e-05 0.128 3.14 0.991 0.949 0.469 0.828 0.837
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.01 0.00777 0.118 2.58 0.992 0.950 0.589 0.762 0.849
CNRM-ESM2-1_CCAM [-] 3.02 3.02 3.02 0.00871 0.120 1.84 0.991 0.953 0.728 0.896 0.904
CNRM-ESM2-1_CMIP6 [-] 3.02 3.02 3.02 0.00668 0.106 1.32 0.991 0.956 0.801 0.391 0.819
EC-Earth3_BARPA [-] 3.02 3.02 3.02 0.00820 0.113 1.79 0.990 0.956 0.737 0.956 0.919
EC-Earth3_CCAM [-] 3.02 3.02 3.02 0.00561 0.127 2.73 0.991 0.950 0.562 0.880 0.867
EC-Earth3_CMIP6 [-] 3.02 3.02 3.02 0.00831 0.0988 1.70 0.991 0.960 0.763 0.811 0.897
ERA5_BARPA [-] 3.02 3.02 3.02 0.00351 0.0968 1.72 0.991 0.962 0.742 0.889 0.909
ERA5_CCAM [-] 3.03 3.03 3.02 0.0135 0.0987 1.75 0.990 0.962 0.728 0.855 0.899
MPI-ESM1-2-HR_BARPA [-] 3.02 3.02 3.02 0.00118 0.137 1.96 0.991 0.945 0.704 0.987 0.915
MPI-ESM1-2-HR_CMIP6 [-] 3.02 3.02 3.01 0.00961 0.124 1.67 0.991 0.948 0.761 0.777 0.885
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 0.00910 0.134 2.52 0.991 0.947 0.598 0.769 0.850
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 0.00632 0.135 2.59 0.991 0.946 0.586 0.817 0.857
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.01 0.00638 0.133 2.36 0.992 0.944 0.626 0.717 0.844
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 [-] 3.02
ACCESS-CM2_BARPA [-] 3.03 3.03 3.02 0.00458 0.132 2.19 0.994 0.962 0.663 0.826 0.882
ACCESS-CM2_CCAM [-] 3.03 3.03 3.02 0.00624 0.124 2.00 0.995 0.964 0.685 0.774 0.877
ACCESS-CM2_CMIP6 [-] 3.04 3.04 3.02 0.0269 0.130 2.03 0.990 0.962 0.735 0.0320 0.736
ACCESS-ESM1-5_BARPA [-] 3.02 3.02 3.02 -0.000665 0.120 1.57 0.994 0.966 0.778 0.836 0.908
ACCESS-ESM1-5_CCAM [-] 3.04 3.04 3.02 0.0159 0.123 1.91 0.993 0.965 0.692 0.784 0.880
ACCESS-ESM1-5_CMIP6 [-] 3.04 3.04 3.02 0.0218 0.143 1.78 0.994 0.955 0.732 0.356 0.798
CESM2_BARPA [-] 3.03 3.03 3.02 0.00546 0.132 2.81 0.994 0.962 0.519 0.583 0.804
CESM2_CCAM [-] 3.02 3.02 3.02 -0.000579 0.141 3.49 0.995 0.959 0.386 0.529 0.766
CMCC-ESM2_BARPA [-] 3.02 3.02 3.02 -0.00110 0.148 3.46 0.995 0.957 0.409 0.693 0.802
CMCC-ESM2_CCAM [-] 3.02 3.02 3.02 0.00131 0.141 3.29 0.995 0.959 0.448 0.595 0.791
CMCC-ESM2_CMIP6 [-] 3.02 3.02 3.02 -7.68e-05 0.137 3.27 0.996 0.958 0.451 0.526 0.778
CNRM-ESM2-1_CCAM [-] 3.03 3.03 3.02 0.0138 0.125 1.90 0.994 0.964 0.685 0.861 0.894
CNRM-ESM2-1_CMIP6 [-] 3.05 3.05 3.02 0.0302 0.120 2.21 0.990 0.966 0.634 0.116 0.734
EC-Earth3_BARPA [-] 3.02 3.02 3.02 0.000297 0.131 1.64 0.994 0.963 0.750 0.850 0.904
EC-Earth3_CCAM [-] 3.01 3.01 3.02 -0.00611 0.146 3.44 0.994 0.958 0.389 0.692 0.798
EC-Earth3_CMIP6 [-] 3.03 3.03 3.02 0.0130 0.128 1.38 0.994 0.961 0.801 0.336 0.811
ERA5_BARPA [-] 3.02 3.02 3.02 -0.00168 0.104 0.825 0.995 0.970 0.875 0.754 0.913
ERA5_CCAM [-] 3.02 3.02 3.02 0.00231 0.0991 0.654 0.994 0.972 0.904 0.842 0.937
MPI-ESM1-2-HR_BARPA [-] 3.03 3.03 3.02 0.00527 0.131 2.05 0.994 0.962 0.701 0.810 0.886
MPI-ESM1-2-HR_CMIP6 [-] 3.04 3.04 3.02 0.0190 0.120 1.77 0.993 0.965 0.727 0.426 0.815
NorESM2-MM_BARPA [-] 3.02 3.02 3.02 -0.00360 0.140 3.14 0.994 0.960 0.463 0.813 0.838
NorESM2-MM_CCAM [-] 3.02 3.02 3.02 0.000544 0.150 3.82 0.995 0.957 0.338 0.718 0.793
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.02 0.00278 0.149 3.96 0.992 0.956 0.293 0.112 0.662

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:
ERA5 single-levels reanalysis 2m_temperature 19790101-19790131

  History:
Tue May 14 23:46:41 2024: /g/data/xv83/users/bxn599/miniconda3/envs/icclim/bin/python /g/data/xv83/users/bxn599/ACS/indices/run_icclim.py --slice_mode month --verbose --start_date 1985-01-01 --end_date 2014-12-31 --base_period 1985-01-01 2014-12-31 --input_files /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790101-19790131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790201-19790228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790301-19790331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790401-19790430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790501-19790531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790601-19790630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790701-19790731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790801-19790831.nc 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/g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20201201-20201231.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210101-20210131.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210201-20210228.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210301-20210331.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210401-20210430.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210501-20210531.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210601-20210630.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210701-20210731.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210801-20210831.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20210901-20210930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20211001-20211031.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20211101-20211130.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_20211201-20211231.nc --variable t2m --lat_bnds -54.0 14.0 --lon_bnds 88.0 208.0 --sub_daily_agg max --drop_time_bounds TX90p /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX90p/v20240411/TX90p_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19850101-20141231.nc

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

  Conventions:
CF-1.6

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

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

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
TX90p