Mean State

Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.98
ACCESS-CM2_BARPA [-] 2.98 2.98 2.98 -0.00383 0.125 2.33 0.993 0.959 0.616 0.934 0.892
ACCESS-CM2_CCAM [-] 2.98 2.97 2.98 -0.00645 0.122 2.28 0.993 0.960 0.629 0.907 0.890
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.98 -0.0119 0.115 2.36 0.992 0.961 0.616 0.555 0.817
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.98 -0.00515 0.130 2.52 0.992 0.958 0.589 0.939 0.887
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.98 -0.00930 0.121 2.46 0.992 0.961 0.599 0.947 0.892
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.98 -0.00543 0.117 2.35 0.992 0.960 0.604 0.565 0.817
CESM2_BARPA [-] 3.01 3.01 2.98 0.0336 0.140 3.17 0.988 0.955 0.469 0.905 0.854
CESM2_CCAM [-] 3.01 3.01 2.98 0.0333 0.142 2.96 0.988 0.955 0.509 0.844 0.850
CMCC-ESM2_BARPA [-] 3.01 3.01 2.98 0.0271 0.138 2.88 0.989 0.956 0.526 0.922 0.870
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0391 0.139 3.05 0.986 0.956 0.489 0.808 0.839
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.98 0.0370 0.134 2.91 0.987 0.956 0.517 0.780 0.839
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.98 -0.00465 0.134 2.60 0.992 0.956 0.569 0.919 0.878
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.98 -0.00403 0.127 2.44 0.993 0.956 0.599 0.659 0.833
EC-Earth3_BARPA [-] 2.97 2.97 2.98 -0.0110 0.119 2.15 0.992 0.962 0.650 0.961 0.905
EC-Earth3_CCAM [-] 3.02 3.02 2.98 0.0356 0.140 3.15 0.987 0.956 0.473 0.788 0.832
EC-Earth3_CMIP6 [-] 2.98 2.98 2.98 -0.00430 0.116 2.45 0.993 0.961 0.597 0.800 0.863
ERA5_BARPA [-] 2.97 2.97 2.98 -0.00798 0.109 2.30 0.993 0.965 0.617 0.926 0.893
ERA5_CCAM [-] 2.98 2.98 2.98 4.81e-05 0.100 2.30 0.993 0.967 0.621 0.943 0.898
MPI-ESM1-2-HR_BARPA [-] 2.97 2.97 2.98 -0.0128 0.124 2.17 0.991 0.960 0.650 0.986 0.910
MPI-ESM1-2-HR_CMIP6 [-] 2.97 2.97 2.98 -0.00822 0.115 2.44 0.992 0.962 0.599 0.703 0.844
NorESM2-MM_BARPA [-] 3.02 3.02 2.98 0.0358 0.141 3.08 0.987 0.955 0.485 0.853 0.847
NorESM2-MM_CCAM [-] 3.02 3.02 2.98 0.0402 0.140 3.06 0.986 0.956 0.488 0.822 0.841
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.98 0.0346 0.134 2.91 0.987 0.956 0.517 0.764 0.836
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.00994 0.109 1.59 0.992 0.961 0.764 0.932 0.918
ACCESS-CM2_CCAM [-] 2.97 2.97 2.99 -0.0153 0.112 1.77 0.991 0.960 0.724 0.881 0.897
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.99 -0.0142 0.0971 1.67 0.991 0.964 0.749 0.428 0.803
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.99 -0.0158 0.115 1.88 0.991 0.959 0.706 0.878 0.892
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00743 0.104 2.25 0.992 0.962 0.642 0.867 0.877
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.99 -0.0106 0.0967 2.72 0.993 0.963 0.541 0.444 0.760
CESM2_BARPA [-] 3.01 3.01 2.99 0.0214 0.138 3.30 0.990 0.950 0.442 0.916 0.839
CESM2_CCAM [-] 3.02 3.02 2.99 0.0288 0.126 3.26 0.988 0.955 0.443 0.786 0.811
CMCC-ESM2_BARPA [-] 3.01 3.01 2.99 0.0219 0.129 2.39 0.990 0.954 0.629 0.808 0.857
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0298 0.125 2.93 0.987 0.956 0.516 0.879 0.848
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0325 0.122 2.81 0.987 0.956 0.527 0.470 0.760
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.0107 0.130 2.20 0.992 0.953 0.641 0.889 0.878
CNRM-ESM2-1_CMIP6 [-] 2.99 2.99 2.99 0.00347 0.138 2.69 0.992 0.947 0.533 0.363 0.735
EC-Earth3_BARPA [-] 2.97 2.97 2.99 -0.0157 0.114 1.79 0.991 0.959 0.723 0.961 0.914
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0336 0.135 3.32 0.987 0.952 0.446 0.776 0.808
EC-Earth3_CMIP6 [-] 2.98 2.98 2.99 -0.00961 0.112 2.89 0.991 0.959 0.506 0.517 0.767
ERA5_BARPA [-] 2.97 2.97 2.99 -0.0153 0.102 1.63 0.991 0.964 0.749 0.889 0.905
ERA5_CCAM [-] 2.98 2.98 2.99 -0.00888 0.0959 1.70 0.992 0.966 0.750 0.788 0.884
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.99 -0.00996 0.102 1.72 0.992 0.963 0.732 0.891 0.902
MPI-ESM1-2-HR_CMIP6 [-] 2.98 2.98 2.99 -0.0130 0.0948 2.25 0.993 0.965 0.635 0.597 0.816
NorESM2-MM_BARPA [-] 3.01 3.01 2.99 0.0247 0.131 3.52 0.989 0.953 0.410 0.874 0.823
NorESM2-MM_CCAM [-] 3.01 3.01 2.99 0.0271 0.132 3.43 0.989 0.953 0.428 0.866 0.825
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.99 0.0245 0.118 3.11 0.990 0.956 0.504 0.572 0.778
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.00595 0.119 1.64 0.992 0.958 0.747 0.792 0.880
ACCESS-CM2_CCAM [-] 2.97 2.97 2.99 -0.0165 0.112 1.79 0.991 0.961 0.730 0.849 0.885
ACCESS-CM2_CMIP6 [-] 2.96 2.96 2.99 -0.0303 0.103 1.73 0.987 0.962 0.742 0.528 0.765
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.99 -0.0173 0.108 1.86 0.991 0.963 0.714 0.832 0.885
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.99 -0.0179 0.117 2.42 0.991 0.960 0.617 0.879 0.863
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.99 -0.0109 0.0966 1.16 0.992 0.965 0.813 0.818 0.860
CESM2_BARPA [-] 3.01 3.01 2.99 0.0203 0.125 3.12 0.991 0.957 0.476 0.745 0.809
CESM2_CCAM [-] 3.02 3.02 2.99 0.0286 0.123 3.20 0.988 0.958 0.467 0.719 0.796
CMCC-ESM2_BARPA [-] 3.02 3.02 2.99 0.0274 0.125 2.70 0.989 0.958 0.561 0.656 0.807
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0282 0.122 2.71 0.989 0.958 0.562 0.745 0.824
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0281 0.124 2.38 0.988 0.955 0.614 0.641 0.776
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.0115 0.115 2.02 0.992 0.960 0.675 0.865 0.873
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.99 -0.0179 0.110 3.27 0.990 0.960 0.424 0.920 0.791
EC-Earth3_BARPA [-] 2.98 2.98 2.99 -0.0148 0.113 2.09 0.991 0.961 0.677 0.918 0.883
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0270 0.131 3.24 0.989 0.955 0.458 0.684 0.787
EC-Earth3_CMIP6 [-] 2.99 2.99 2.99 -0.00435 0.115 2.06 0.993 0.958 0.688 0.687 0.833
ERA5_BARPA [-] 2.98 2.97 2.99 -0.0159 0.105 1.65 0.991 0.964 0.748 0.815 0.882
ERA5_CCAM [-] 2.98 2.98 2.99 -0.00816 0.105 2.23 0.992 0.964 0.639 0.815 0.861
MPI-ESM1-2-HR_BARPA [-] 2.97 2.97 2.99 -0.0179 0.105 1.69 0.991 0.964 0.738 0.978 0.909
MPI-ESM1-2-HR_CMIP6 [-] 2.98 2.98 2.99 -0.0145 0.0992 1.71 0.991 0.964 0.723 0.597 0.815
NorESM2-MM_BARPA [-] 3.01 3.01 2.99 0.0209 0.130 3.30 0.990 0.955 0.441 0.786 0.809
NorESM2-MM_CCAM [-] 3.01 3.01 2.99 0.0230 0.132 3.20 0.990 0.955 0.465 0.781 0.810
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.99 0.0184 0.121 2.92 0.992 0.955 0.518 0.787 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 [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.00973 0.131 2.50 0.993 0.962 0.563 0.924 0.869
ACCESS-CM2_CCAM [-] 2.98 2.98 2.99 -0.00851 0.127 2.45 0.993 0.963 0.570 0.920 0.865
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.99 -0.0170 0.120 2.20 0.993 0.964 0.621 0.470 0.776
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.99 -0.0120 0.141 2.77 0.993 0.959 0.524 0.948 0.862
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00682 0.123 2.58 0.994 0.964 0.557 0.848 0.850
ACCESS-ESM1-5_CMIP6 [-] 2.97 2.97 2.99 -0.0138 0.129 2.67 0.992 0.961 0.525 0.469 0.749
CESM2_BARPA [-] 3.02 3.02 2.99 0.0292 0.147 3.14 0.990 0.958 0.474 0.847 0.830
CESM2_CCAM [-] 3.02 3.02 2.99 0.0303 0.148 2.89 0.990 0.958 0.520 0.729 0.812
CMCC-ESM2_BARPA [-] 3.02 3.02 2.99 0.0270 0.144 2.96 0.991 0.959 0.507 0.810 0.828
CMCC-ESM2_CCAM [-] 3.03 3.03 2.99 0.0366 0.145 2.86 0.988 0.959 0.525 0.669 0.800
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0348 0.141 2.58 0.989 0.959 0.591 0.720 0.823
CNRM-ESM2-1_CCAM [-] 2.97 2.97 2.99 -0.0145 0.132 2.39 0.992 0.962 0.590 0.929 0.865
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.99 -0.0116 0.120 2.07 0.994 0.964 0.670 0.661 0.825
EC-Earth3_BARPA [-] 2.97 2.97 2.99 -0.0164 0.125 2.33 0.992 0.964 0.597 0.965 0.886
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0302 0.144 3.09 0.990 0.959 0.489 0.703 0.799
EC-Earth3_CMIP6 [-] 2.98 2.98 2.99 -0.0123 0.128 2.41 0.993 0.962 0.595 0.748 0.832
ERA5_BARPA [-] 2.98 2.98 2.99 -0.00874 0.118 2.69 0.993 0.966 0.521 0.890 0.850
ERA5_CCAM [-] 2.99 2.99 2.99 0.00451 0.104 2.35 0.994 0.970 0.589 0.845 0.857
MPI-ESM1-2-HR_BARPA [-] 2.96 2.96 2.99 -0.0308 0.130 2.46 0.990 0.963 0.579 0.933 0.874
MPI-ESM1-2-HR_CMIP6 [-] 2.96 2.96 2.99 -0.0323 0.130 2.49 0.989 0.962 0.568 0.703 0.817
NorESM2-MM_BARPA [-] 3.02 3.02 2.99 0.0335 0.152 3.21 0.989 0.957 0.459 0.793 0.812
NorESM2-MM_CCAM [-] 3.02 3.02 2.99 0.0360 0.143 3.17 0.989 0.960 0.461 0.708 0.790
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.99 0.0323 0.141 3.23 0.989 0.958 0.443 0.740 0.795
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.97
ACCESS-CM2_BARPA [-] 2.98 2.98 2.97 0.00866 0.136 2.36 0.991 0.947 0.633 0.907 0.878
ACCESS-CM2_CCAM [-] 2.98 2.98 2.97 0.00362 0.139 2.46 0.991 0.946 0.611 0.868 0.865
ACCESS-CM2_CMIP6 [-] 2.99 2.99 2.98 0.0102 0.131 2.87 0.992 0.946 0.516 0.480 0.757
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.97 -0.00324 0.131 2.23 0.991 0.949 0.647 0.972 0.896
ACCESS-ESM1-5_CCAM [-] 2.96 2.96 2.97 -0.0128 0.129 2.20 0.990 0.950 0.654 0.849 0.871
ACCESS-ESM1-5_CMIP6 [-] 2.96 2.96 2.97 -0.00833 0.123 1.62 0.990 0.950 0.746 0.347 0.780
CESM2_BARPA [-] 3.01 3.01 2.97 0.0389 0.151 3.37 0.984 0.944 0.432 0.881 0.825
CESM2_CCAM [-] 3.02 3.02 2.97 0.0417 0.150 3.51 0.983 0.944 0.415 0.786 0.800
CMCC-ESM2_BARPA [-] 3.01 3.01 2.97 0.0365 0.143 2.78 0.984 0.947 0.545 0.842 0.842
CMCC-ESM2_CCAM [-] 3.02 3.02 2.97 0.0472 0.155 3.09 0.981 0.943 0.490 0.734 0.804
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.97 0.0470 0.151 2.87 0.980 0.942 0.510 0.737 0.809
CNRM-ESM2-1_CCAM [-] 2.97 2.97 2.97 -0.00199 0.142 2.54 0.991 0.945 0.592 0.894 0.865
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.97 -0.00127 0.139 2.05 0.990 0.943 0.679 0.468 0.790
EC-Earth3_BARPA [-] 2.97 2.97 2.97 -0.000885 0.116 2.21 0.991 0.955 0.644 0.861 0.873
EC-Earth3_CCAM [-] 3.02 3.02 2.97 0.0420 0.145 2.92 0.982 0.946 0.513 0.749 0.814
EC-Earth3_CMIP6 [-] 2.97 2.97 2.97 0.000269 0.111 2.12 0.992 0.955 0.649 0.835 0.869
ERA5_BARPA [-] 2.98 2.98 2.97 0.00365 0.104 2.39 0.992 0.960 0.609 0.787 0.851
ERA5_CCAM [-] 2.98 2.98 2.97 0.00617 0.102 2.33 0.991 0.961 0.617 0.885 0.874
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.97 0.00576 0.111 2.39 0.991 0.957 0.617 0.865 0.869
MPI-ESM1-2-HR_CMIP6 [-] 2.98 2.98 2.97 0.00138 0.101 2.80 0.992 0.959 0.527 0.578 0.786
NorESM2-MM_BARPA [-] 3.01 3.01 2.97 0.0401 0.141 2.99 0.983 0.947 0.506 0.830 0.831
NorESM2-MM_CCAM [-] 3.02 3.02 2.97 0.0445 0.150 3.13 0.982 0.945 0.481 0.797 0.817
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.97 0.0467 0.145 2.93 0.980 0.944 0.531 0.624 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 [-] 2.98
ACCESS-CM2_BARPA [-] 2.98 2.98 2.98 -0.00171 0.124 2.38 0.993 0.960 0.610 0.947 0.882
ACCESS-CM2_CCAM [-] 2.97 2.97 2.98 -0.00543 0.120 2.29 0.993 0.962 0.631 0.908 0.880
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.98 -0.0113 0.115 2.46 0.992 0.962 0.600 0.540 0.785
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.98 -0.00103 0.132 2.59 0.993 0.958 0.583 0.950 0.877
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.98 -0.00869 0.122 2.48 0.992 0.961 0.597 0.960 0.884
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.98 -0.00201 0.117 2.39 0.993 0.961 0.601 0.546 0.791
CESM2_BARPA [-] 3.01 3.01 2.98 0.0364 0.139 3.12 0.987 0.957 0.478 0.943 0.850
CESM2_CCAM [-] 3.01 3.01 2.98 0.0338 0.142 2.85 0.988 0.956 0.530 0.887 0.849
CMCC-ESM2_BARPA [-] 3.00 3.00 2.98 0.0263 0.137 2.87 0.990 0.957 0.526 0.938 0.860
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0414 0.139 3.16 0.986 0.958 0.466 0.871 0.830
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.98 0.0386 0.132 3.05 0.987 0.958 0.490 0.768 0.810
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.98 -0.000452 0.137 2.77 0.993 0.956 0.541 0.929 0.864
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.98 -0.00218 0.131 2.53 0.993 0.957 0.587 0.633 0.802
EC-Earth3_BARPA [-] 2.97 2.97 2.98 -0.0104 0.120 2.06 0.992 0.962 0.669 0.973 0.900
EC-Earth3_CCAM [-] 3.02 3.02 2.98 0.0374 0.140 3.19 0.987 0.957 0.465 0.837 0.823
EC-Earth3_CMIP6 [-] 2.98 2.98 2.98 -0.00145 0.116 2.46 0.993 0.962 0.599 0.777 0.845
ERA5_BARPA [-] 2.97 2.97 2.98 -0.00802 0.109 2.26 0.993 0.965 0.629 0.943 0.888
ERA5_CCAM [-] 2.98 2.98 2.98 -0.000142 0.0991 2.29 0.993 0.969 0.627 0.963 0.891
MPI-ESM1-2-HR_BARPA [-] 2.97 2.97 2.98 -0.0102 0.127 2.11 0.992 0.960 0.664 0.996 0.903
MPI-ESM1-2-HR_CMIP6 [-] 2.98 2.98 2.98 -0.00223 0.114 2.49 0.994 0.963 0.595 0.778 0.841
NorESM2-MM_BARPA [-] 3.02 3.02 2.98 0.0385 0.140 3.06 0.987 0.957 0.486 0.884 0.839
NorESM2-MM_CCAM [-] 3.02 3.02 2.98 0.0445 0.140 3.00 0.985 0.957 0.499 0.853 0.833
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.98 0.0356 0.133 2.90 0.987 0.958 0.518 0.721 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 [-] 2.99
ACCESS-CM2_BARPA [-] 2.99 2.99 2.99 -0.00140 0.119 2.41 0.992 0.953 0.610 0.809 0.842
ACCESS-CM2_CCAM [-] 2.99 2.99 2.99 0.00174 0.116 2.36 0.992 0.953 0.629 0.875 0.862
ACCESS-CM2_CMIP6 [-] 2.98 2.98 2.99 -0.0125 0.108 2.35 0.994 0.954 0.663 0.641 0.796
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 2.99 0.000186 0.113 2.36 0.992 0.955 0.623 0.878 0.851
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00813 0.117 2.30 0.992 0.953 0.626 0.733 0.817
ACCESS-ESM1-5_CMIP6 [-] 2.97 2.97 2.99 -0.0149 0.0982 1.36 0.989 0.959 0.811 0.103 0.829
CESM2_BARPA [-] 3.02 3.02 2.99 0.0286 0.132 3.64 0.987 0.948 0.394 0.801 0.787
CESM2_CCAM [-] 3.02 3.02 2.99 0.0306 0.135 3.59 0.986 0.947 0.404 0.771 0.780
CMCC-ESM2_BARPA [-] 3.02 3.02 2.99 0.0322 0.133 3.15 0.986 0.949 0.475 0.803 0.797
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0344 0.141 2.95 0.985 0.945 0.521 0.646 0.775
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.99 0.0274 0.142 3.75 0.986 0.942 0.347 0.261 0.708
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.00520 0.115 2.71 0.992 0.954 0.557 0.828 0.824
CNRM-ESM2-1_CMIP6 [-] 2.99 2.99 2.99 0.00590 0.120 2.44 0.994 0.948 0.563 0.552 0.786
EC-Earth3_BARPA [-] 2.99 2.99 2.99 -0.00317 0.107 2.46 0.992 0.957 0.590 0.800 0.828
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0351 0.126 2.60 0.985 0.951 0.564 0.742 0.817
EC-Earth3_CMIP6 [-] 2.98 2.98 2.99 -0.00511 0.0995 2.89 0.992 0.959 0.515 0.661 0.775
ERA5_BARPA [-] 2.98 2.98 2.99 -0.00373 0.0960 2.20 0.992 0.962 0.642 0.863 0.862
ERA5_CCAM [-] 2.99 2.99 2.99 0.00155 0.0989 2.36 0.993 0.961 0.614 0.838 0.842
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.99 -0.00624 0.112 2.42 0.992 0.955 0.630 0.773 0.836
MPI-ESM1-2-HR_CMIP6 [-] 3.00 3.00 2.99 0.00948 0.103 2.29 0.989 0.957 0.658 0.372 0.783
NorESM2-MM_BARPA [-] 3.03 3.03 2.99 0.0367 0.128 2.98 0.984 0.951 0.514 0.853 0.834
NorESM2-MM_CCAM [-] 3.03 3.03 2.99 0.0384 0.129 3.11 0.984 0.951 0.502 0.685 0.774
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.99 0.0337 0.121 2.44 0.985 0.951 0.617 0.332 0.746
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.98
ACCESS-CM2_BARPA [-] 2.98 2.98 2.98 -0.00740 0.115 2.46 0.991 0.955 0.605 0.993 0.880
ACCESS-CM2_CCAM [-] 2.98 2.98 2.98 -0.00613 0.118 2.31 0.992 0.953 0.629 0.938 0.872
ACCESS-CM2_CMIP6 [-] 2.98 2.98 2.98 0.000310 0.0981 2.62 0.994 0.959 0.578 0.364 0.743
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.98 -0.00801 0.110 2.45 0.992 0.957 0.599 0.976 0.886
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.98 -0.0153 0.116 2.29 0.990 0.955 0.644 0.988 0.888
ACCESS-ESM1-5_CMIP6 [-] 2.99 2.99 2.98 0.00441 0.111 2.61 0.991 0.953 0.561 0.174 0.696
CESM2_BARPA [-] 3.02 3.02 2.98 0.0338 0.144 3.33 0.985 0.945 0.441 0.975 0.823
CESM2_CCAM [-] 3.02 3.02 2.98 0.0335 0.149 3.01 0.985 0.943 0.507 0.928 0.845
CMCC-ESM2_BARPA [-] 3.01 3.01 2.98 0.0234 0.142 3.04 0.988 0.945 0.496 0.994 0.846
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0338 0.132 2.87 0.986 0.949 0.523 0.810 0.828
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.98 0.0290 0.131 2.85 0.986 0.947 0.531 0.473 0.756
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.98 -0.00407 0.128 2.44 0.991 0.949 0.603 0.992 0.881
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.98 0.000947 0.117 2.94 0.992 0.951 0.509 0.277 0.713
EC-Earth3_BARPA [-] 2.98 2.98 2.98 -0.00877 0.104 2.39 0.991 0.959 0.616 0.996 0.895
EC-Earth3_CCAM [-] 3.02 3.02 2.98 0.0357 0.136 3.22 0.985 0.948 0.457 0.875 0.817
EC-Earth3_CMIP6 [-] 2.97 2.97 2.98 -0.00913 0.101 2.34 0.992 0.959 0.614 0.620 0.823
ERA5_BARPA [-] 2.98 2.98 2.98 -0.00758 0.0985 2.52 0.991 0.961 0.577 0.983 0.884
ERA5_CCAM [-] 2.98 2.98 2.98 -0.00523 0.0969 2.65 0.992 0.962 0.562 0.860 0.852
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.98 -0.00145 0.116 2.29 0.992 0.954 0.636 0.864 0.872
MPI-ESM1-2-HR_CMIP6 [-] 2.99 2.99 2.98 0.00535 0.116 2.17 0.993 0.952 0.661 0.413 0.759
NorESM2-MM_BARPA [-] 3.02 3.02 2.98 0.0313 0.139 2.72 0.986 0.946 0.555 0.888 0.855
NorESM2-MM_CCAM [-] 3.01 3.01 2.98 0.0296 0.143 2.92 0.987 0.945 0.517 0.926 0.841
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.98 0.0356 0.133 2.09 0.985 0.946 0.674 0.590 0.825
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.96 2.96 2.99 -0.0287 0.125 1.93 0.990 0.963 0.660 0.908 0.889
ACCESS-CM2_CCAM [-] 2.97 2.97 2.99 -0.0217 0.122 1.81 0.991 0.964 0.694 0.916 0.899
ACCESS-CM2_CMIP6 [-] 2.93 2.93 2.98 -0.0438 0.150 1.40 0.985 0.953 0.791 0.937 0.921
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.99 -0.0222 0.121 2.43 0.991 0.964 0.580 0.755 0.838
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00849 0.113 2.52 0.993 0.966 0.560 0.918 0.871
ACCESS-ESM1-5_CMIP6 [-] 2.99 2.99 2.99 -0.00543 0.111 3.29 0.997 0.963 0.453 0.553 0.766
CESM2_BARPA [-] 3.02 3.02 2.99 0.0300 0.139 3.10 0.990 0.959 0.492 0.655 0.794
CESM2_CCAM [-] 3.03 3.03 2.99 0.0353 0.139 3.28 0.989 0.959 0.446 0.522 0.754
CMCC-ESM2_BARPA [-] 3.03 3.03 2.99 0.0363 0.138 3.15 0.988 0.960 0.474 0.680 0.796
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0303 0.134 3.18 0.990 0.961 0.463 0.506 0.755
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0328 0.128 2.47 0.990 0.961 0.613 0.813 0.857
CNRM-ESM2-1_CCAM [-] 2.96 2.96 2.99 -0.0263 0.119 2.16 0.991 0.965 0.633 0.865 0.875
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.99 -0.0158 0.113 0.170 0.994 0.962 0.989 0.988 0.981
EC-Earth3_BARPA [-] 2.98 2.98 2.99 -0.0137 0.121 2.56 0.993 0.964 0.563 0.796 0.844
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0311 0.146 3.21 0.989 0.957 0.468 0.599 0.776
EC-Earth3_CMIP6 [-] 2.99 2.99 2.99 -0.00427 0.107 3.39 0.993 0.966 0.407 0.808 0.813
ERA5_BARPA [-] 2.98 2.98 2.99 -0.0105 0.101 2.21 0.993 0.969 0.606 0.828 0.863
ERA5_CCAM [-] 2.99 2.99 2.99 -0.00179 0.104 2.20 0.994 0.969 0.612 0.936 0.888
MPI-ESM1-2-HR_BARPA [-] 2.97 2.97 2.99 -0.0229 0.130 1.98 0.991 0.961 0.658 0.900 0.887
MPI-ESM1-2-HR_CMIP6 [-] 2.95 2.95 2.98 -0.0338 0.132 1.89 0.986 0.960 0.685 0.449 0.791
NorESM2-MM_BARPA [-] 3.02 3.02 2.99 0.0296 0.142 2.57 0.990 0.958 0.596 0.631 0.812
NorESM2-MM_CCAM [-] 3.02 3.02 2.99 0.0316 0.133 3.13 0.989 0.961 0.465 0.541 0.764
NorESM2-MM_CMIP6 [-] 3.03 3.03 2.99 0.0371 0.127 2.72 0.988 0.961 0.533 0.877 0.853
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 [-] 3.00
ACCESS-CM2_BARPA [-] 2.99 2.99 3.00 3.01 -0.00755 0.122 2.31 0.993 0.963 0.630 0.998 0.910
ACCESS-CM2_CCAM [-] 2.99 2.99 3.00 3.01 -0.00579 0.118 2.36 0.993 0.965 0.621 0.962 0.901
ACCESS-CM2_CMIP6 [-] 2.99 2.99 3.00 2.99 -0.00718 0.110 2.16 0.993 0.965 0.654 0.823 0.880
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 3.00 3.01 -0.00787 0.125 2.32 0.993 0.963 0.633 0.997 0.910
ACCESS-ESM1-5_CCAM [-] 2.99 2.99 3.00 3.01 -0.00167 0.122 2.57 0.993 0.964 0.584 0.954 0.892
ACCESS-ESM1-5_CMIP6 [-] 2.99 2.99 2.99 3.00 -0.00646 0.112 2.24 0.993 0.965 0.640 0.842 0.881
CESM2_BARPA [-] 3.02 3.02 3.00 3.01 0.0281 0.133 3.07 0.989 0.961 0.487 0.793 0.838
CESM2_CCAM [-] 3.03 3.03 3.00 3.01 0.0304 0.133 2.96 0.989 0.961 0.508 0.724 0.829
CMCC-ESM2_BARPA [-] 3.02 3.02 3.00 3.01 0.0274 0.132 2.94 0.990 0.961 0.510 0.859 0.856
CMCC-ESM2_CCAM [-] 3.03 3.03 3.00 3.01 0.0313 0.132 2.98 0.989 0.962 0.502 0.741 0.831
CMCC-ESM2_CMIP6 [-] 3.03 3.02 3.00 3.03 0.0299 0.125 2.94 0.989 0.962 0.510 0.988 0.882
CNRM-ESM2-1_CCAM [-] 2.99 2.99 3.00 3.01 -0.00900 0.126 2.43 0.993 0.962 0.609 0.992 0.904
CNRM-ESM2-1_CMIP6 [-] 2.99 2.99 3.00 3.01 -0.00780 0.117 2.24 0.993 0.963 0.642 0.832 0.879
EC-Earth3_BARPA [-] 2.99 2.99 3.00 3.01 -0.00642 0.121 2.30 0.993 0.964 0.632 0.991 0.909
EC-Earth3_CCAM [-] 3.02 3.02 3.00 3.01 0.0276 0.133 3.06 0.990 0.961 0.489 0.714 0.823
EC-Earth3_CMIP6 [-] 2.99 2.99 2.99 3.01 -0.00190 0.112 2.27 0.994 0.965 0.639 0.943 0.901
ERA5_BARPA [-] 2.99 2.99 3.00 3.01 -0.00200 0.102 2.19 0.993 0.970 0.644 0.990 0.913
ERA5_CCAM [-] 2.99 2.99 3.00 3.01 -0.000772 0.101 2.22 0.994 0.970 0.641 0.966 0.908
MPI-ESM1-2-HR_BARPA [-] 2.99 2.99 3.00 3.01 -0.00923 0.125 2.34 0.992 0.963 0.625 0.997 0.908
MPI-ESM1-2-HR_CMIP6 [-] 3.00 3.00 3.00 3.01 0.000215 0.113 2.34 0.993 0.965 0.626 0.929 0.896
NorESM2-MM_BARPA [-] 3.02 3.02 3.00 3.01 0.0290 0.135 3.08 0.989 0.961 0.483 0.785 0.836
NorESM2-MM_CCAM [-] 3.02 3.02 3.00 3.01 0.0287 0.136 3.11 0.990 0.960 0.480 0.762 0.830
NorESM2-MM_CMIP6 [-] 3.03 3.03 3.00 3.03 0.0305 0.127 3.00 0.989 0.962 0.498 0.993 0.881
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.01
ACCESS-CM2_BARPA [-] 3.00 3.00 3.01 3.02 -0.00773 0.124 2.37 0.994 0.966 0.616 0.999 0.908
ACCESS-CM2_CCAM [-] 3.00 3.00 3.01 3.02 -0.00600 0.120 2.48 0.994 0.966 0.596 0.944 0.893
ACCESS-CM2_CMIP6 [-] 3.00 3.00 3.01 -0.00526 0.112 2.14 0.994 0.966 0.655 0.791 0.874
ACCESS-ESM1-5_BARPA [-] 3.00 3.00 3.01 3.02 -0.00692 0.130 2.33 0.994 0.964 0.626 1.00 0.910
ACCESS-ESM1-5_CCAM [-] 3.01 3.01 3.01 3.02 -0.00159 0.125 2.62 0.994 0.965 0.575 0.865 0.873
ACCESS-ESM1-5_CMIP6 [-] 3.00 3.00 3.01 3.02 -0.00618 0.112 2.24 0.994 0.966 0.638 0.819 0.877
CESM2_BARPA [-] 3.02 3.02 3.01 3.02 0.0151 0.124 3.02 0.993 0.966 0.496 0.687 0.822
CESM2_CCAM [-] 3.03 3.03 3.01 3.02 0.0173 0.123 3.00 0.992 0.966 0.499 0.575 0.800
CMCC-ESM2_BARPA [-] 3.03 3.03 3.01 3.02 0.0190 0.125 2.98 0.992 0.966 0.503 0.678 0.821
CMCC-ESM2_CCAM [-] 3.03 3.03 3.01 3.02 0.0214 0.124 2.96 0.992 0.966 0.506 0.579 0.802
CMCC-ESM2_CMIP6 [-] 3.03 3.03 3.01 3.03 0.0223 0.115 2.94 0.991 0.967 0.511 0.999 0.887
CNRM-ESM2-1_CCAM [-] 3.00 3.00 3.01 3.02 -0.00650 0.120 2.64 0.994 0.967 0.567 0.977 0.894
CNRM-ESM2-1_CMIP6 [-] 3.00 3.00 3.01 3.01 -0.00655 0.110 2.31 0.994 0.967 0.625 0.834 0.877
EC-Earth3_BARPA [-] 3.00 3.00 3.01 3.02 -0.00700 0.122 2.33 0.994 0.966 0.620 0.989 0.907
EC-Earth3_CCAM [-] 3.03 3.03 3.01 3.02 0.0186 0.124 2.97 0.992 0.966 0.505 0.564 0.799
EC-Earth3_CMIP6 [-] 3.01 3.01 3.01 3.02 -0.00240 0.109 2.33 0.994 0.968 0.620 0.949 0.900
ERA5_BARPA [-] 3.01 3.01 3.01 3.02 -0.00314 0.106 2.29 0.994 0.970 0.621 0.993 0.910
ERA5_CCAM [-] 3.00 3.00 3.01 3.02 -0.00368 0.105 2.33 0.994 0.970 0.617 0.952 0.901
MPI-ESM1-2-HR_BARPA [-] 3.00 3.00 3.01 3.02 -0.00963 0.130 2.33 0.993 0.964 0.619 0.973 0.903
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 3.01 3.02 0.000300 0.116 2.28 0.994 0.965 0.633 0.898 0.891
NorESM2-MM_BARPA [-] 3.03 3.03 3.01 3.02 0.0193 0.126 3.04 0.992 0.966 0.492 0.607 0.805
NorESM2-MM_CCAM [-] 3.03 3.03 3.01 3.02 0.0195 0.128 3.07 0.992 0.965 0.488 0.624 0.807
NorESM2-MM_CMIP6 [-] 3.03 3.03 3.01 3.02 0.0236 0.117 3.03 0.991 0.966 0.495 0.998 0.883
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.00994 0.109 1.59 0.992 0.961 0.764 0.932 0.922
ACCESS-CM2_CCAM [-] 2.97 2.97 2.99 -0.0153 0.112 1.77 0.991 0.960 0.724 0.881 0.903
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.99 -0.0142 0.0971 1.67 0.991 0.964 0.749 0.428 0.819
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.99 -0.0158 0.115 1.88 0.991 0.959 0.706 0.878 0.898
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00743 0.104 2.25 0.992 0.962 0.642 0.867 0.885
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.99 -0.0106 0.0967 2.72 0.993 0.963 0.541 0.444 0.781
CESM2_BARPA [-] 3.01 3.01 2.99 0.0214 0.138 3.30 0.990 0.950 0.442 0.916 0.850
CESM2_CCAM [-] 3.02 3.02 2.99 0.0288 0.126 3.26 0.988 0.955 0.443 0.786 0.826
CMCC-ESM2_BARPA [-] 3.01 3.01 2.99 0.0219 0.129 2.39 0.990 0.954 0.629 0.808 0.867
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0298 0.125 2.93 0.987 0.956 0.516 0.879 0.859
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0325 0.122 2.81 0.987 0.956 0.527 0.470 0.779
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.0107 0.130 2.20 0.992 0.953 0.641 0.889 0.885
CNRM-ESM2-1_CMIP6 [-] 2.99 2.99 2.99 0.00347 0.138 2.69 0.992 0.947 0.533 0.363 0.756
EC-Earth3_BARPA [-] 2.97 2.97 2.99 -0.0157 0.114 1.79 0.991 0.959 0.723 0.961 0.919
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0336 0.135 3.32 0.987 0.952 0.446 0.776 0.822
EC-Earth3_CMIP6 [-] 2.98 2.98 2.99 -0.00961 0.112 2.89 0.991 0.959 0.506 0.517 0.786
ERA5_BARPA [-] 2.97 2.97 2.99 -0.0153 0.102 1.63 0.991 0.964 0.749 0.889 0.911
ERA5_CCAM [-] 2.98 2.98 2.99 -0.00888 0.0959 1.70 0.992 0.966 0.750 0.788 0.892
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.99 -0.00996 0.102 1.72 0.992 0.963 0.732 0.891 0.908
MPI-ESM1-2-HR_CMIP6 [-] 2.98 2.98 2.99 -0.0130 0.0948 2.25 0.993 0.965 0.635 0.597 0.831
NorESM2-MM_BARPA [-] 3.01 3.01 2.99 0.0247 0.131 3.52 0.989 0.953 0.410 0.874 0.836
NorESM2-MM_CCAM [-] 3.01 3.01 2.99 0.0271 0.132 3.43 0.989 0.953 0.428 0.866 0.838
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.99 0.0245 0.118 3.11 0.990 0.956 0.504 0.572 0.796
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.00124 0.118 1.42 0.993 0.962 0.783 0.832 0.906
ACCESS-CM2_CCAM [-] 2.97 2.97 2.99 -0.0151 0.107 1.50 0.992 0.965 0.776 0.816 0.903
ACCESS-CM2_CMIP6 [-] 2.96 2.96 2.98 -0.0258 0.0978 1.72 0.989 0.966 0.733 0.273 0.785
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.99 -0.0142 0.103 1.72 0.992 0.967 0.737 0.829 0.898
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.99 -0.0183 0.120 2.46 0.992 0.961 0.609 0.809 0.866
ACCESS-ESM1-5_CMIP6 [-] 2.97 2.97 2.98 -0.0103 0.0965 1.01 0.992 0.968 0.841 0.811 0.916
CESM2_BARPA [-] 3.01 3.01 2.99 0.0250 0.125 2.94 0.990 0.960 0.516 0.743 0.834
CESM2_CCAM [-] 3.02 3.02 2.99 0.0352 0.125 2.95 0.987 0.961 0.521 0.721 0.830
CMCC-ESM2_BARPA [-] 3.02 3.02 2.99 0.0317 0.126 2.72 0.988 0.960 0.561 0.714 0.837
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0299 0.124 2.74 0.989 0.961 0.562 0.740 0.842
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.99 0.0265 0.126 1.95 0.989 0.958 0.697 0.736 0.868
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.0102 0.116 1.66 0.993 0.962 0.739 0.865 0.904
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.98 -0.0121 0.112 3.20 0.992 0.962 0.421 0.980 0.863
EC-Earth3_BARPA [-] 2.97 2.97 2.99 -0.0149 0.113 2.03 0.992 0.964 0.687 0.922 0.906
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0311 0.134 3.19 0.989 0.957 0.472 0.741 0.823
EC-Earth3_CMIP6 [-] 2.98 2.98 2.99 -0.00722 0.114 2.09 0.993 0.962 0.678 0.716 0.862
ERA5_BARPA [-] 2.97 2.97 2.99 -0.0144 0.107 1.42 0.992 0.966 0.783 0.801 0.902
ERA5_CCAM [-] 2.98 2.98 2.99 -0.00487 0.107 2.27 0.993 0.966 0.630 0.873 0.885
MPI-ESM1-2-HR_BARPA [-] 2.97 2.97 2.99 -0.0195 0.104 1.49 0.991 0.967 0.770 0.971 0.933
MPI-ESM1-2-HR_CMIP6 [-] 2.97 2.97 2.99 -0.0190 0.0999 1.40 0.991 0.967 0.769 0.746 0.888
NorESM2-MM_BARPA [-] 3.01 3.01 2.99 0.0240 0.136 3.18 0.990 0.956 0.467 0.787 0.831
NorESM2-MM_CCAM [-] 3.01 3.01 2.99 0.0262 0.137 3.20 0.990 0.956 0.471 0.833 0.841
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.99 0.0189 0.115 2.74 0.993 0.961 0.570 0.766 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 [-] 3.00
ACCESS-CM2_BARPA [-] 2.98 2.98 3.00 -0.0161 0.123 2.11 0.990 0.951 0.669 0.814 0.875
ACCESS-CM2_CCAM [-] 2.98 2.98 3.00 -0.0196 0.122 2.42 0.989 0.952 0.630 0.897 0.884
ACCESS-CM2_CMIP6 [-] 2.96 2.96 3.00 -0.0425 0.118 1.76 0.981 0.952 0.766 0.109 0.752
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 3.00 -0.0239 0.119 2.18 0.988 0.953 0.666 0.906 0.893
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 3.00 -0.0171 0.110 2.34 0.990 0.957 0.633 0.862 0.880
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.99 -0.0123 0.0966 1.54 0.994 0.957 0.747 0.319 0.795
CESM2_BARPA [-] 3.01 3.01 3.00 0.0102 0.126 3.51 0.991 0.950 0.391 0.853 0.827
CESM2_CCAM [-] 3.02 3.01 3.00 0.0144 0.121 3.75 0.991 0.952 0.351 0.767 0.802
CMCC-ESM2_BARPA [-] 3.02 3.02 3.00 0.0181 0.121 2.65 0.991 0.952 0.562 0.638 0.819
CMCC-ESM2_CCAM [-] 3.02 3.02 3.00 0.0243 0.118 2.64 0.989 0.954 0.564 0.737 0.840
CMCC-ESM2_CMIP6 [-] 3.03 3.03 3.00 0.0314 0.119 3.25 0.986 0.950 0.445 0.174 0.701
CNRM-ESM2-1_CCAM [-] 2.99 2.99 3.00 -0.0142 0.114 2.79 0.991 0.955 0.537 0.852 0.858
CNRM-ESM2-1_CMIP6 [-] 2.96 2.96 3.00 -0.0316 0.103 3.44 0.985 0.957 0.429 0.301 0.726
EC-Earth3_BARPA [-] 2.99 2.99 3.00 -0.0147 0.114 2.22 0.991 0.955 0.654 0.800 0.871
EC-Earth3_CCAM [-] 3.02 3.02 3.00 0.0183 0.125 3.36 0.990 0.950 0.429 0.663 0.797
EC-Earth3_CMIP6 [-] 3.00 3.00 3.00 0.00176 0.117 1.98 0.991 0.951 0.710 0.539 0.828
ERA5_BARPA [-] 2.98 2.98 3.00 -0.0190 0.101 2.14 0.990 0.960 0.672 0.824 0.881
ERA5_CCAM [-] 2.99 2.99 3.00 -0.0153 0.101 2.14 0.991 0.960 0.660 0.748 0.864
MPI-ESM1-2-HR_BARPA [-] 2.99 2.99 3.00 -0.0146 0.109 2.13 0.990 0.957 0.668 0.862 0.887
MPI-ESM1-2-HR_CMIP6 [-] 2.99 2.99 3.00 -0.00542 0.0977 2.35 0.989 0.959 0.628 0.312 0.770
NorESM2-MM_BARPA [-] 3.01 3.01 3.00 0.0141 0.118 3.54 0.991 0.953 0.385 0.861 0.829
NorESM2-MM_CCAM [-] 3.02 3.02 3.00 0.0160 0.122 3.20 0.990 0.951 0.451 0.737 0.816
NorESM2-MM_CMIP6 [-] 3.02 3.02 3.00 0.0175 0.132 3.28 0.991 0.943 0.414 0.334 0.725
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.0157 0.123 2.34 0.993 0.965 0.593 0.929 0.889
ACCESS-CM2_CCAM [-] 2.97 2.97 2.99 -0.0177 0.119 2.52 0.993 0.966 0.561 0.884 0.874
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.99 -0.0215 0.115 2.58 0.992 0.966 0.553 0.535 0.802
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.99 -0.0171 0.122 2.63 0.993 0.965 0.549 0.901 0.875
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.0116 0.121 2.85 0.993 0.966 0.525 0.895 0.869
ACCESS-ESM1-5_CMIP6 [-] 2.97 2.97 2.99 -0.0231 0.116 2.91 0.991 0.966 0.481 0.388 0.758
CESM2_BARPA [-] 3.02 3.02 2.99 0.0242 0.137 2.96 0.991 0.962 0.516 0.903 0.867
CESM2_CCAM [-] 3.02 3.02 2.99 0.0259 0.131 2.85 0.991 0.963 0.524 0.752 0.839
CMCC-ESM2_BARPA [-] 3.02 3.02 2.99 0.0256 0.127 3.24 0.991 0.965 0.464 0.876 0.852
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0327 0.130 2.78 0.990 0.964 0.545 0.695 0.832
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0298 0.126 2.81 0.990 0.964 0.551 0.695 0.833
CNRM-ESM2-1_CCAM [-] 2.96 2.96 2.99 -0.0266 0.127 2.49 0.991 0.965 0.578 0.874 0.874
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.99 -0.0128 0.114 2.26 0.993 0.966 0.630 0.491 0.809
EC-Earth3_BARPA [-] 2.97 2.97 2.99 -0.0210 0.118 2.58 0.992 0.967 0.563 0.970 0.892
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0282 0.130 3.30 0.991 0.964 0.459 0.753 0.826
EC-Earth3_CMIP6 [-] 2.97 2.97 2.99 -0.0210 0.116 2.77 0.992 0.967 0.537 0.705 0.834
ERA5_BARPA [-] 2.98 2.98 2.99 -0.0159 0.107 2.32 0.993 0.970 0.592 0.842 0.873
ERA5_CCAM [-] 2.99 2.99 2.99 -0.000104 0.103 2.52 0.994 0.971 0.571 0.816 0.864
MPI-ESM1-2-HR_BARPA [-] 2.96 2.96 2.99 -0.0356 0.130 2.40 0.989 0.964 0.587 0.954 0.892
MPI-ESM1-2-HR_CMIP6 [-] 2.96 2.96 2.99 -0.0321 0.120 2.74 0.990 0.966 0.509 0.758 0.837
NorESM2-MM_BARPA [-] 3.02 3.02 2.99 0.0307 0.139 3.51 0.990 0.961 0.418 0.835 0.833
NorESM2-MM_CCAM [-] 3.02 3.02 2.99 0.0296 0.126 3.36 0.990 0.965 0.435 0.785 0.828
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.99 0.0331 0.123 3.13 0.989 0.965 0.467 0.626 0.803
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.00578 0.137 2.60 0.993 0.960 0.543 0.911 0.874
ACCESS-CM2_CCAM [-] 2.99 2.98 2.99 -0.00239 0.132 2.40 0.993 0.961 0.576 0.895 0.877
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.99 -0.0141 0.123 1.94 0.993 0.962 0.665 0.415 0.799
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.99 -0.00859 0.154 2.85 0.993 0.955 0.507 0.966 0.875
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00366 0.125 2.41 0.994 0.963 0.579 0.807 0.861
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.99 -0.00768 0.137 2.51 0.992 0.958 0.553 0.497 0.792
CESM2_BARPA [-] 3.02 3.02 2.99 0.0325 0.153 3.27 0.989 0.956 0.446 0.794 0.828
CESM2_CCAM [-] 3.02 3.02 2.99 0.0333 0.159 2.92 0.989 0.954 0.518 0.709 0.825
CMCC-ESM2_BARPA [-] 3.02 3.02 2.99 0.0280 0.155 2.78 0.990 0.955 0.536 0.761 0.840
CMCC-ESM2_CCAM [-] 3.03 3.03 2.99 0.0393 0.154 2.92 0.988 0.956 0.512 0.650 0.812
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0382 0.152 2.42 0.988 0.955 0.619 0.718 0.847
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.00647 0.135 2.32 0.993 0.960 0.598 0.857 0.874
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.99 -0.0109 0.124 1.96 0.994 0.962 0.695 0.737 0.870
EC-Earth3_BARPA [-] 2.97 2.97 2.99 -0.0134 0.129 2.17 0.992 0.962 0.620 0.962 0.900
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0316 0.154 2.96 0.990 0.956 0.508 0.673 0.816
EC-Earth3_CMIP6 [-] 2.98 2.98 2.99 -0.00679 0.136 2.18 0.993 0.959 0.631 0.776 0.864
ERA5_BARPA [-] 2.98 2.98 2.99 -0.00395 0.125 2.94 0.994 0.963 0.474 0.891 0.857
ERA5_CCAM [-] 3.00 2.99 2.99 0.00759 0.104 2.24 0.993 0.970 0.600 0.857 0.878
MPI-ESM1-2-HR_BARPA [-] 2.96 2.96 2.99 -0.0276 0.131 2.50 0.990 0.963 0.574 0.916 0.881
MPI-ESM1-2-HR_CMIP6 [-] 2.95 2.95 2.99 -0.0325 0.136 2.33 0.989 0.960 0.608 0.656 0.835
NorESM2-MM_BARPA [-] 3.02 3.02 2.99 0.0353 0.161 3.01 0.988 0.954 0.486 0.769 0.830
NorESM2-MM_CCAM [-] 3.03 3.03 2.99 0.0402 0.153 3.04 0.987 0.956 0.478 0.602 0.796
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.99 0.0317 0.153 3.30 0.990 0.954 0.427 0.821 0.829
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.97
ACCESS-CM2_BARPA [-] 2.98 2.98 2.97 0.00866 0.136 2.36 0.991 0.947 0.633 0.907 0.885
ACCESS-CM2_CCAM [-] 2.98 2.98 2.97 0.00362 0.139 2.46 0.991 0.946 0.611 0.868 0.873
ACCESS-CM2_CMIP6 [-] 2.99 2.99 2.98 0.0102 0.131 2.87 0.992 0.946 0.516 0.480 0.776
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.97 -0.00324 0.131 2.23 0.991 0.949 0.647 0.972 0.902
ACCESS-ESM1-5_CCAM [-] 2.96 2.96 2.97 -0.0128 0.129 2.20 0.990 0.950 0.654 0.849 0.879
ACCESS-ESM1-5_CMIP6 [-] 2.96 2.96 2.97 -0.00833 0.123 1.62 0.990 0.950 0.746 0.347 0.797
CESM2_BARPA [-] 3.01 3.01 2.97 0.0389 0.151 3.37 0.984 0.944 0.432 0.881 0.837
CESM2_CCAM [-] 3.02 3.02 2.97 0.0417 0.150 3.51 0.983 0.944 0.415 0.786 0.814
CMCC-ESM2_BARPA [-] 3.01 3.01 2.97 0.0365 0.143 2.78 0.984 0.947 0.545 0.842 0.853
CMCC-ESM2_CCAM [-] 3.02 3.02 2.97 0.0472 0.155 3.09 0.981 0.943 0.490 0.734 0.818
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.97 0.0470 0.151 2.87 0.980 0.942 0.510 0.737 0.822
CNRM-ESM2-1_CCAM [-] 2.97 2.97 2.97 -0.00199 0.142 2.54 0.991 0.945 0.592 0.894 0.873
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.97 -0.00127 0.139 2.05 0.990 0.943 0.679 0.468 0.805
EC-Earth3_BARPA [-] 2.97 2.97 2.97 -0.000885 0.116 2.21 0.991 0.955 0.644 0.861 0.881
EC-Earth3_CCAM [-] 3.02 3.02 2.97 0.0420 0.145 2.92 0.982 0.946 0.513 0.749 0.827
EC-Earth3_CMIP6 [-] 2.97 2.97 2.97 0.000269 0.111 2.12 0.992 0.955 0.649 0.835 0.877
ERA5_BARPA [-] 2.98 2.98 2.97 0.00365 0.104 2.39 0.992 0.960 0.609 0.787 0.862
ERA5_CCAM [-] 2.98 2.98 2.97 0.00617 0.102 2.33 0.991 0.961 0.617 0.885 0.883
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.97 0.00576 0.111 2.39 0.991 0.957 0.617 0.865 0.877
MPI-ESM1-2-HR_CMIP6 [-] 2.98 2.98 2.97 0.00138 0.101 2.80 0.992 0.959 0.527 0.578 0.803
NorESM2-MM_BARPA [-] 3.01 3.01 2.97 0.0401 0.141 2.99 0.983 0.947 0.506 0.830 0.843
NorESM2-MM_CCAM [-] 3.02 3.02 2.97 0.0445 0.150 3.13 0.982 0.945 0.481 0.797 0.830
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.97 0.0467 0.145 2.93 0.980 0.944 0.531 0.624 0.805
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.98
ACCESS-CM2_BARPA [-] 2.97 2.97 2.98 -0.00517 0.124 2.23 0.993 0.962 0.631 0.942 0.898
ACCESS-CM2_CCAM [-] 2.97 2.97 2.98 -0.00800 0.119 2.20 0.993 0.963 0.646 0.889 0.891
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.98 -0.0145 0.116 2.38 0.992 0.963 0.611 0.570 0.820
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.98 -0.00243 0.133 2.49 0.993 0.959 0.601 0.949 0.892
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.98 -0.00866 0.119 2.57 0.993 0.963 0.577 0.920 0.883
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.98 -0.00398 0.114 2.51 0.993 0.964 0.575 0.506 0.800
CESM2_BARPA [-] 3.01 3.01 2.98 0.0346 0.136 3.09 0.988 0.959 0.483 0.919 0.862
CESM2_CCAM [-] 3.01 3.01 2.98 0.0323 0.137 2.77 0.989 0.959 0.543 0.873 0.864
CMCC-ESM2_BARPA [-] 3.00 3.00 2.98 0.0248 0.138 2.78 0.990 0.958 0.544 0.945 0.879
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0408 0.140 3.15 0.987 0.959 0.467 0.877 0.850
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.98 0.0380 0.129 2.90 0.987 0.961 0.518 0.790 0.843
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.98 -0.00288 0.137 2.82 0.993 0.958 0.527 0.911 0.869
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.98 -0.00498 0.130 2.48 0.993 0.959 0.590 0.699 0.840
EC-Earth3_BARPA [-] 2.96 2.96 2.98 -0.0158 0.118 1.92 0.992 0.964 0.691 0.964 0.915
EC-Earth3_CCAM [-] 3.02 3.02 2.98 0.0357 0.138 3.16 0.988 0.959 0.470 0.836 0.842
EC-Earth3_CMIP6 [-] 2.98 2.98 2.98 0.000847 0.115 2.44 0.993 0.964 0.595 0.773 0.858
ERA5_BARPA [-] 2.97 2.97 2.98 -0.0113 0.114 2.15 0.993 0.965 0.648 0.940 0.902
ERA5_CCAM [-] 2.98 2.98 2.98 0.00171 0.0986 2.12 0.993 0.970 0.659 0.954 0.909
MPI-ESM1-2-HR_BARPA [-] 2.96 2.96 2.98 -0.0162 0.125 1.94 0.991 0.962 0.691 0.997 0.921
MPI-ESM1-2-HR_CMIP6 [-] 2.97 2.97 2.98 -0.00507 0.113 2.45 0.994 0.964 0.603 0.790 0.863
NorESM2-MM_BARPA [-] 3.02 3.02 2.98 0.0368 0.138 3.12 0.988 0.959 0.473 0.876 0.851
NorESM2-MM_CCAM [-] 3.02 3.02 2.98 0.0445 0.136 2.95 0.986 0.960 0.506 0.843 0.851
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.98 0.0346 0.133 3.01 0.988 0.960 0.494 0.701 0.821
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.98
ACCESS-CM2_BARPA [-] 2.98 2.98 2.98 0.00396 0.124 2.62 0.993 0.958 0.576 0.946 0.886
ACCESS-CM2_CCAM [-] 2.97 2.97 2.98 -0.00119 0.123 2.43 0.993 0.959 0.607 0.930 0.889
ACCESS-CM2_CMIP6 [-] 2.97 2.97 2.98 -0.00599 0.114 2.60 0.993 0.960 0.582 0.481 0.795
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.98 0.00127 0.132 2.75 0.992 0.955 0.555 0.956 0.883
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.98 -0.00874 0.128 2.33 0.991 0.957 0.630 0.991 0.905
ACCESS-ESM1-5_CMIP6 [-] 2.98 2.98 2.98 0.00103 0.121 2.20 0.993 0.957 0.642 0.592 0.828
CESM2_BARPA [-] 3.02 3.02 2.98 0.0394 0.144 3.17 0.986 0.953 0.469 0.972 0.867
CESM2_CCAM [-] 3.01 3.01 2.98 0.0364 0.150 2.98 0.987 0.951 0.508 0.911 0.861
CMCC-ESM2_BARPA [-] 3.00 3.00 2.98 0.0287 0.136 3.03 0.988 0.955 0.496 0.931 0.865
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0423 0.139 3.18 0.985 0.955 0.465 0.862 0.845
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.98 0.0396 0.137 3.29 0.985 0.954 0.446 0.724 0.813
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.98 0.00355 0.138 2.69 0.992 0.953 0.565 0.952 0.883
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.98 0.00274 0.131 2.62 0.992 0.954 0.581 0.527 0.802
EC-Earth3_BARPA [-] 2.97 2.97 2.98 -0.00155 0.125 2.30 0.992 0.958 0.632 0.951 0.898
EC-Earth3_CCAM [-] 3.02 3.02 2.98 0.0404 0.142 3.23 0.985 0.954 0.458 0.844 0.839
EC-Earth3_CMIP6 [-] 2.97 2.97 2.98 -0.00520 0.117 2.48 0.993 0.960 0.606 0.810 0.866
ERA5_BARPA [-] 2.97 2.97 2.98 -0.00261 0.103 2.45 0.993 0.966 0.600 0.940 0.893
ERA5_CCAM [-] 2.97 2.97 2.98 -0.00319 0.0999 2.58 0.993 0.966 0.575 0.955 0.891
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.98 -0.000340 0.129 2.39 0.992 0.956 0.618 0.961 0.897
MPI-ESM1-2-HR_CMIP6 [-] 2.98 2.98 2.98 0.00241 0.115 2.57 0.993 0.960 0.583 0.748 0.849
NorESM2-MM_BARPA [-] 3.02 3.02 2.98 0.0412 0.144 2.96 0.985 0.953 0.509 0.899 0.860
NorESM2-MM_CCAM [-] 3.02 3.02 2.98 0.0445 0.146 3.06 0.984 0.953 0.488 0.861 0.848
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.98 0.0373 0.135 2.73 0.986 0.955 0.555 0.738 0.838
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.98 2.98 2.99 -0.00962 0.128 2.61 0.991 0.952 0.567 0.780 0.849
ACCESS-CM2_CCAM [-] 2.99 2.99 2.99 -0.00637 0.113 2.96 0.992 0.957 0.500 0.839 0.849
ACCESS-CM2_CMIP6 [-] 2.98 2.98 2.99 -0.0100 0.113 2.51 0.994 0.952 0.630 0.179 0.741
ACCESS-ESM1-5_BARPA [-] 2.98 2.98 2.99 -0.0109 0.119 2.92 0.991 0.955 0.502 0.649 0.810
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.99 -0.0183 0.123 2.77 0.990 0.954 0.519 0.455 0.774
ACCESS-ESM1-5_CMIP6 [-] 3.00 3.00 2.99 0.0187 0.119 0.00 0.992 0.954 1.00 1.00 0.980
CESM2_BARPA [-] 3.02 3.02 2.99 0.0230 0.142 4.11 0.989 0.947 0.325 0.692 0.780
CESM2_CCAM [-] 3.02 3.02 2.99 0.0248 0.143 3.91 0.989 0.947 0.376 0.587 0.769
CMCC-ESM2_BARPA [-] 3.02 3.02 2.99 0.0277 0.148 3.53 0.988 0.945 0.396 0.408 0.737
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0321 0.144 3.05 0.986 0.947 0.491 0.433 0.761
CMCC-ESM2_CMIP6 [-] 3.00 3.00 2.99 0.0114 0.147 2.03 0.995 0.942 0.715 0.701 0.859
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.0164 0.115 2.33 0.991 0.957 0.645 0.515 0.813
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.99 -0.0137 0.115 1.98 0.994 0.952 0.635 0.752 0.857
EC-Earth3_BARPA [-] 2.98 2.98 2.99 -0.0110 0.101 2.65 0.991 0.962 0.541 0.603 0.812
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0280 0.132 2.30 0.987 0.952 0.610 0.746 0.849
EC-Earth3_CMIP6 [-] 2.97 2.97 2.99 -0.0198 0.108 2.83 0.990 0.959 0.509 0.903 0.864
ERA5_BARPA [-] 2.99 2.99 2.99 -0.00659 0.0956 2.21 0.991 0.965 0.630 0.890 0.888
ERA5_CCAM [-] 2.98 2.98 2.99 -0.0102 0.107 2.59 0.992 0.960 0.568 0.716 0.839
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.99 -0.00991 0.122 2.78 0.992 0.954 0.568 0.499 0.793
MPI-ESM1-2-HR_CMIP6 [-] 2.96 2.96 3.00 -0.0362 0.104 3.00 0.985 0.959 0.509 0.763 0.835
NorESM2-MM_BARPA [-] 3.02 3.02 2.99 0.0308 0.141 2.21 0.987 0.948 0.673 0.865 0.884
NorESM2-MM_CCAM [-] 3.03 3.03 2.99 0.0369 0.136 3.27 0.985 0.951 0.481 0.319 0.737
NorESM2-MM_CMIP6 [-] 3.01 3.01 2.99 0.0268 0.118 4.02 0.989 0.954 0.377 0.989 0.853
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.99 2.99 2.99 0.00349 0.123 2.55 0.993 0.952 0.570 0.729 0.839
ACCESS-CM2_CCAM [-] 2.99 2.99 2.99 0.00109 0.113 2.07 0.994 0.956 0.709 0.877 0.898
ACCESS-CM2_CMIP6 [-] 2.98 2.98 2.99 -0.00684 0.134 4.00 0.997 0.946 0.263 1.00 0.830
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 2.99 0.00820 0.111 3.46 0.992 0.957 0.419 0.981 0.861
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00740 0.134 3.03 0.992 0.948 0.481 0.790 0.832
ACCESS-ESM1-5_CMIP6 [-] 2.96 2.96 2.99 -0.0258 0.102 2.97 0.989 0.959 0.515 0.822 0.849
CESM2_BARPA [-] 3.02 3.02 2.99 0.0304 0.134 4.05 0.987 0.950 0.351 0.849 0.817
CESM2_CCAM [-] 3.02 3.02 2.99 0.0384 0.140 3.74 0.984 0.948 0.399 0.875 0.831
CMCC-ESM2_BARPA [-] 3.02 3.01 2.99 0.0280 0.126 2.73 0.988 0.952 0.562 0.927 0.876
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0321 0.136 2.81 0.987 0.949 0.547 0.644 0.815
CMCC-ESM2_CMIP6 [-] 3.00 3.00 2.98 0.0153 0.135 4.43 0.994 0.945 0.204 0.905 0.799
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.99 -0.00736 0.109 3.10 0.993 0.958 0.466 0.783 0.832
CNRM-ESM2-1_CMIP6 [-] 2.99 2.99 2.99 0.00367 0.110 3.00 0.996 0.955 0.487 0.0642 0.691
EC-Earth3_BARPA [-] 2.99 2.99 2.99 0.00818 0.0972 2.64 0.993 0.963 0.537 0.829 0.857
EC-Earth3_CCAM [-] 3.03 3.03 2.99 0.0408 0.124 2.83 0.984 0.955 0.510 0.712 0.823
EC-Earth3_CMIP6 [-] 2.98 2.98 2.99 -0.00249 0.0916 3.26 0.993 0.963 0.431 0.514 0.773
ERA5_BARPA [-] 2.99 2.99 2.99 0.00735 0.0922 2.21 0.992 0.965 0.623 0.787 0.866
ERA5_CCAM [-] 2.98 2.98 2.99 -0.00153 0.100 2.33 0.993 0.961 0.602 0.699 0.843
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.99 -0.00232 0.122 2.53 0.993 0.953 0.625 0.766 0.858
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 2.99 0.0252 0.105 3.40 0.989 0.959 0.472 0.153 0.706
NorESM2-MM_BARPA [-] 3.03 3.03 2.99 0.0402 0.135 3.19 0.984 0.950 0.489 0.934 0.861
NorESM2-MM_CCAM [-] 3.02 3.02 2.99 0.0352 0.124 3.89 0.986 0.954 0.353 0.660 0.781
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.98 0.0323 0.137 3.34 0.987 0.946 0.420 0.133 0.686
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.99 2.99 2.99 -0.00275 0.110 2.31 0.992 0.953 0.635 0.831 0.873
ACCESS-CM2_CCAM [-] 3.00 3.00 2.99 0.00363 0.112 2.28 0.992 0.952 0.641 0.810 0.869
ACCESS-CM2_CMIP6 [-] 2.98 2.98 2.99 -0.0107 0.100 2.05 0.995 0.954 0.723 0.984 0.922
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 2.99 -0.00516 0.109 1.97 0.991 0.954 0.705 0.787 0.878
ACCESS-ESM1-5_CCAM [-] 2.99 2.98 2.99 -0.00727 0.113 1.99 0.992 0.952 0.690 0.783 0.874
ACCESS-ESM1-5_CMIP6 [-] 2.99 2.99 2.99 -0.00292 0.0951 1.69 0.991 0.956 0.811 0.0742 0.757
CESM2_BARPA [-] 3.02 3.02 2.99 0.0252 0.127 3.05 0.988 0.946 0.488 0.739 0.822
CESM2_CCAM [-] 3.02 3.02 2.99 0.0255 0.128 3.49 0.987 0.946 0.410 0.814 0.821
CMCC-ESM2_BARPA [-] 3.03 3.03 2.99 0.0334 0.124 3.27 0.985 0.949 0.438 0.745 0.813
CMCC-ESM2_CCAM [-] 3.03 3.03 2.99 0.0342 0.138 3.32 0.985 0.943 0.440 0.715 0.805
CMCC-ESM2_CMIP6 [-] 3.03 3.03 2.99 0.0413 0.152 4.06 0.981 0.934 0.270 0.259 0.675
CNRM-ESM2-1_CCAM [-] 2.99 2.99 2.99 -0.00325 0.114 2.79 0.992 0.951 0.548 0.774 0.843
CNRM-ESM2-1_CMIP6 [-] 3.01 3.01 2.99 0.0183 0.133 1.69 0.991 0.937 0.689 0.842 0.879
EC-Earth3_BARPA [-] 2.99 2.99 2.99 -0.00522 0.113 2.72 0.992 0.951 0.557 0.773 0.845
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0328 0.126 2.96 0.985 0.947 0.500 0.717 0.819
EC-Earth3_CMIP6 [-] 2.99 2.99 2.99 -0.00397 0.102 2.95 0.991 0.953 0.493 0.357 0.749
ERA5_BARPA [-] 2.98 2.98 2.99 -0.00800 0.101 2.14 0.991 0.957 0.669 0.774 0.870
ERA5_CCAM [-] 2.99 2.99 2.99 0.00159 0.0968 2.06 0.992 0.959 0.689 0.831 0.886
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.99 -0.00925 0.109 2.28 0.991 0.953 0.646 0.800 0.869
MPI-ESM1-2-HR_CMIP6 [-] 2.99 2.99 2.99 0.000349 0.100 1.34 0.994 0.953 0.794 0.520 0.843
NorESM2-MM_BARPA [-] 3.02 3.02 2.99 0.0314 0.126 3.19 0.985 0.948 0.459 0.850 0.838
NorESM2-MM_CCAM [-] 3.03 3.03 2.99 0.0372 0.125 2.89 0.983 0.949 0.538 0.743 0.832
NorESM2-MM_CMIP6 [-] 3.03 3.03 2.99 0.0403 0.114 2.37 0.981 0.952 0.582 0.193 0.732
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.98
ACCESS-CM2_BARPA [-] 2.99 2.99 2.98 0.00143 0.121 2.31 0.993 0.953 0.631 0.838 0.873
ACCESS-CM2_CCAM [-] 2.99 2.99 2.98 0.00442 0.125 2.34 0.992 0.951 0.633 0.913 0.888
ACCESS-CM2_CMIP6 [-] 2.96 2.96 2.98 -0.0178 0.104 2.03 0.992 0.958 0.749 0.198 0.771
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 2.98 0.00728 0.114 1.76 0.992 0.956 0.731 0.905 0.908
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.98 -0.00401 0.107 1.92 0.993 0.958 0.707 0.689 0.861
ACCESS-ESM1-5_CMIP6 [-] 2.95 2.95 2.99 -0.0388 0.0896 0.00 0.983 0.965 1.00 0.582 0.899
CESM2_BARPA [-] 3.02 3.02 2.98 0.0345 0.132 3.82 0.986 0.950 0.351 0.915 0.830
CESM2_CCAM [-] 3.02 3.02 2.98 0.0345 0.137 3.45 0.986 0.948 0.415 0.720 0.803
CMCC-ESM2_BARPA [-] 3.02 3.02 2.98 0.0360 0.139 3.07 0.985 0.948 0.505 0.862 0.849
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0376 0.146 2.56 0.984 0.945 0.618 0.629 0.824
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.99 0.0234 0.131 3.64 0.985 0.950 0.381 0.240 0.701
CNRM-ESM2-1_CCAM [-] 2.99 2.98 2.98 0.000147 0.119 2.55 0.992 0.954 0.580 0.924 0.881
CNRM-ESM2-1_CMIP6 [-] 2.99 2.99 2.98 0.0120 0.115 4.00 0.995 0.955 0.263 1.00 0.833
EC-Earth3_BARPA [-] 2.98 2.98 2.98 -0.00411 0.110 1.92 0.993 0.957 0.694 0.751 0.870
EC-Earth3_CCAM [-] 3.02 3.02 2.98 0.0378 0.124 2.20 0.984 0.954 0.652 0.777 0.864
EC-Earth3_CMIP6 [-] 2.98 2.98 2.98 -0.000992 0.0979 2.62 0.993 0.961 0.593 0.579 0.817
ERA5_BARPA [-] 2.98 2.98 2.98 -0.00459 0.0926 2.25 0.993 0.964 0.628 0.864 0.883
ERA5_CCAM [-] 2.99 2.99 2.98 0.0101 0.0960 2.61 0.993 0.963 0.558 0.845 0.864
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.98 -0.00329 0.104 2.31 0.992 0.960 0.648 0.911 0.894
MPI-ESM1-2-HR_CMIP6 [-] 3.01 3.01 2.98 0.0317 0.104 2.02 0.986 0.959 0.752 0.757 0.883
NorESM2-MM_BARPA [-] 3.03 3.03 2.98 0.0438 0.119 3.00 0.982 0.957 0.508 0.750 0.831
NorESM2-MM_CCAM [-] 3.03 3.03 2.98 0.0429 0.135 2.74 0.982 0.950 0.573 0.775 0.846
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.99 0.0292 0.121 1.42 0.988 0.953 0.861 0.525 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 [-] 2.98
ACCESS-CM2_BARPA [-] 2.98 2.98 2.98 0.00193 0.124 2.47 0.992 0.952 0.590 0.850 0.867
ACCESS-CM2_CCAM [-] 2.97 2.97 2.98 -0.0118 0.120 2.23 0.992 0.954 0.621 0.789 0.862
ACCESS-CM2_CMIP6 [-] 2.99 2.99 2.98 0.00551 0.0945 1.79 0.993 0.962 0.775 0.224 0.783
ACCESS-ESM1-5_BARPA [-] 2.99 2.99 2.98 0.00533 0.109 1.82 0.992 0.958 0.699 0.912 0.904
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.98 -0.0163 0.112 1.75 0.991 0.957 0.733 0.765 0.881
ACCESS-ESM1-5_CMIP6 [-] 2.99 2.99 2.98 0.00790 0.105 1.37 0.991 0.955 0.831 0.0835 0.763
CESM2_BARPA [-] 3.02 3.02 2.98 0.0413 0.143 3.74 0.983 0.947 0.360 0.728 0.793
CESM2_CCAM [-] 3.02 3.02 2.98 0.0342 0.152 3.13 0.986 0.942 0.493 0.886 0.850
CMCC-ESM2_BARPA [-] 3.01 3.01 2.98 0.0270 0.138 2.89 0.988 0.947 0.530 0.749 0.832
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0402 0.135 2.64 0.984 0.950 0.592 0.771 0.849
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.98 0.0290 0.131 3.04 0.987 0.947 0.511 0.623 0.803
CNRM-ESM2-1_CCAM [-] 2.99 2.99 2.98 0.00433 0.122 2.50 0.992 0.953 0.587 0.889 0.875
CNRM-ESM2-1_CMIP6 [-] 2.99 2.99 2.98 0.0125 0.126 3.84 0.993 0.948 0.362 0.545 0.759
EC-Earth3_BARPA [-] 2.97 2.97 2.98 -0.00936 0.0991 1.93 0.992 0.962 0.686 0.928 0.906
EC-Earth3_CCAM [-] 3.01 3.01 2.98 0.0327 0.135 3.32 0.986 0.949 0.431 0.758 0.815
EC-Earth3_CMIP6 [-] 2.98 2.98 2.98 -0.00430 0.0977 1.51 0.994 0.960 0.765 0.712 0.878
ERA5_BARPA [-] 2.98 2.98 2.98 -0.00388 0.0959 2.00 0.992 0.963 0.669 0.898 0.897
ERA5_CCAM [-] 2.98 2.98 2.98 -0.00380 0.0947 2.70 0.992 0.963 0.529 0.875 0.865
MPI-ESM1-2-HR_BARPA [-] 2.99 2.99 2.98 0.00538 0.108 1.96 0.992 0.958 0.699 0.867 0.895
MPI-ESM1-2-HR_CMIP6 [-] 2.99 2.99 2.98 0.00842 0.0904 2.01 0.993 0.963 0.642 0.225 0.757
NorESM2-MM_BARPA [-] 3.02 3.02 2.98 0.0331 0.141 2.56 0.986 0.947 0.591 0.906 0.875
NorESM2-MM_CCAM [-] 3.01 3.01 2.98 0.0309 0.139 2.45 0.987 0.947 0.636 0.663 0.836
NorESM2-MM_CMIP6 [-] 3.03 3.03 2.98 0.0507 0.128 1.59 0.978 0.951 0.812 0.707 0.880
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.98
ACCESS-CM2_BARPA [-] 2.98 2.98 2.98 -0.00993 0.112 2.46 0.991 0.956 0.609 0.998 0.902
ACCESS-CM2_CCAM [-] 2.98 2.98 2.98 -0.00459 0.117 2.33 0.992 0.953 0.631 0.942 0.894
ACCESS-CM2_CMIP6 [-] 2.98 2.98 2.98 -0.00126 0.0991 2.87 0.994 0.957 0.519 0.385 0.762
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.98 -0.0116 0.110 2.63 0.992 0.957 0.571 0.963 0.888
ACCESS-ESM1-5_CCAM [-] 2.97 2.97 2.98 -0.0151 0.118 2.44 0.990 0.954 0.620 0.999 0.903
ACCESS-ESM1-5_CMIP6 [-] 2.99 2.99 2.99 0.00362 0.113 2.89 0.991 0.953 0.500 0.115 0.702
CESM2_BARPA [-] 3.02 3.02 2.98 0.0318 0.144 3.22 0.986 0.944 0.463 0.992 0.866
CESM2_CCAM [-] 3.02 3.02 2.98 0.0333 0.148 2.98 0.985 0.943 0.511 0.938 0.864
CMCC-ESM2_BARPA [-] 3.01 3.01 2.98 0.0224 0.142 3.07 0.988 0.944 0.487 1.00 0.873
CMCC-ESM2_CCAM [-] 3.02 3.02 2.98 0.0321 0.132 2.94 0.986 0.949 0.505 0.809 0.840
CMCC-ESM2_CMIP6 [-] 3.01 3.01 2.99 0.0290 0.130 2.80 0.986 0.947 0.536 0.408 0.765
CNRM-ESM2-1_CCAM [-] 2.98 2.98 2.98 -0.00635 0.130 2.42 0.991 0.948 0.607 0.997 0.899
CNRM-ESM2-1_CMIP6 [-] 2.98 2.98 2.98 -0.00192 0.115 2.72 0.991 0.952 0.546 0.252 0.739
EC-Earth3_BARPA [-] 2.98 2.98 2.98 -0.00862 0.105 2.52 0.991 0.959 0.597 1.00 0.901
EC-Earth3_CCAM [-] 3.02 3.02 2.98 0.0365 0.136 3.20 0.984 0.948 0.464 0.885 0.846
EC-Earth3_CMIP6 [-] 2.97 2.97 2.98 -0.0105 0.101 2.57 0.991 0.959 0.570 0.598 0.815
ERA5_BARPA [-] 2.98 2.98 2.98 -0.00858 0.0992 2.66 0.991 0.961 0.552 0.993 0.892
ERA5_CCAM [-] 2.98 2.98 2.98 -0.00562 0.0976 2.63 0.992 0.961 0.571 0.856 0.869
MPI-ESM1-2-HR_BARPA [-] 2.98 2.98 2.98 -0.00330 0.118 2.38 0.992 0.953 0.619 0.851 0.874
MPI-ESM1-2-HR_CMIP6 [-] 2.99 2.99 2.99 0.00458 0.122 2.21 0.993 0.949 0.666 0.463 0.804
NorESM2-MM_BARPA [-] 3.02 3.02 2.98 0.0309 0.139 2.76 0.986 0.946 0.546 0.883 0.861
NorESM2-MM_CCAM [-] 3.01 3.01 2.98 0.0292 0.145 3.05 0.987 0.944 0.485 0.960 0.864
NorESM2-MM_CMIP6 [-] 3.02 3.02 2.99 0.0316 0.135 2.22 0.986 0.945 0.638 0.571 0.817
Download Data
Period Mean (original grids) [d]
Model Period Mean (intersection) [d]
Benchmark Period Mean (intersection) [d]
Model Period Mean (complement) [d]
Benchmark Period Mean (complement) [d]
Bias [d]
RMSE [d]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.99
ACCESS-CM2_BARPA [-] 2.96 2.96 2.99 -0.0287 0.125 1.93 0.990 0.963 0.660 0.908 0.897
ACCESS-CM2_CCAM [-] 2.97 2.97 2.99 -0.0217 0.122 1.81 0.991 0.964 0.694 0.916 0.906
ACCESS-CM2_CMIP6 [-] 2.93 2.93 2.98 -0.0438 0.150 1.40 0.985 0.953 0.791 0.937 0.924
ACCESS-ESM1-5_BARPA [-] 2.97 2.97 2.99 -0.0222 0.121 2.43 0.991 0.964 0.580 0.755 0.851
ACCESS-ESM1-5_CCAM [-] 2.98 2.98 2.99 -0.00849 0.113 2.52 0.993 0.966 0.560 0.918 0.881
ACCESS-ESM1-5_CMIP6 [-] 2.99 2.99 2.99 -0.00543 0.111 3.29 0.997 0.963 0.453 0.553 0.786
CESM2_BARPA [-] 3.02 3.02 2.99 0.0300 0.139 3.10 0.990 0.959 0.492 0.655 0.811
CESM2_CCAM [-] 3.03 3.03 2.99 0.0353 0.139 3.28 0.989 0.959 0.446 0.522 0.775
CMCC-ESM2_BARPA [-] 3.03 3.03 2.99 0.0363 0.138 3.15 0.988 0.960 0.474 0.680 0.812
CMCC-ESM2_CCAM [-] 3.02 3.02 2.99 0.0303 0.134 3.18 0.990 0.961 0.463 0.506 0.776
CMCC-ESM2_CMIP6 [-] 3.02 3.02 2.99 0.0328 0.128 2.47 0.990 0.961 0.613 0.813 0.867
CNRM-ESM2-1_CCAM [-] 2.96 2.96 2.99 -0.0263 0.119 2.16 0.991 0.965 0.633 0.865 0.884
CNRM-ESM2-1_CMIP6 [-] 2.97 2.97 2.99 -0.0158 0.113 0.170 0.994 0.962 0.989 0.988 0.979
EC-Earth3_BARPA [-] 2.98 2.98 2.99 -0.0137 0.121 2.56 0.993 0.964 0.563 0.796 0.856
EC-Earth3_CCAM [-] 3.02 3.02 2.99 0.0311 0.146 3.21 0.989 0.957 0.468 0.599 0.794
EC-Earth3_CMIP6 [-] 2.99 2.99 2.99 -0.00427 0.107 3.39 0.993 0.966 0.407 0.808 0.828
ERA5_BARPA [-] 2.98 2.98 2.99 -0.0105 0.101 2.21 0.993 0.969 0.606 0.828 0.873
ERA5_CCAM [-] 2.99 2.99 2.99 -0.00179 0.104 2.20 0.994 0.969 0.612 0.936 0.896
MPI-ESM1-2-HR_BARPA [-] 2.97 2.97 2.99 -0.0229 0.130 1.98 0.991 0.961 0.658 0.900 0.894
MPI-ESM1-2-HR_CMIP6 [-] 2.95 2.95 2.98 -0.0338 0.132 1.89 0.986 0.960 0.685 0.449 0.808
NorESM2-MM_BARPA [-] 3.02 3.02 2.99 0.0296 0.142 2.57 0.990 0.958 0.596 0.631 0.827
NorESM2-MM_CCAM [-] 3.02 3.02 2.99 0.0316 0.133 3.13 0.989 0.961 0.465 0.541 0.783
NorESM2-MM_CMIP6 [-] 3.03 3.03 2.99 0.0371 0.127 2.72 0.988 0.961 0.533 0.877 0.864

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:
Thu Sep 19 18:28:07 2024: ncatted -a missing_value,TX10p,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX10p/v20240411/TX10p_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19850101-20141231.nc.tmp Wed Aug 28 15:15:03 2024: cdo -f nc4c -b f32 -z zip_1 --shuffle setmissval,1.e+20 /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX10p/v20240411/TX10p_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19850101-20141231.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX10p/v20240411/TX10p_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19850101-20141231_compressed.nc Tue May 14 23:41:38 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 /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19790901-19790930.nc /g/data/xv83/users/bxn599/ACS/data/era5/raw/t2m/t2m_era5_oper_sfc_19791001-19791031.nc 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/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 TX10p /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/TX10p/v20240411/TX10p_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

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

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

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

  Icclim_version:
6.5.0

  Project_id:
indices

  Frequency:
climdex

  Variable_id:
TX10p

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

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