Mean State

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Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.1
ACCESS-CM2_BARPA [-] 13.2 13.2 12.1 1.08 1.82 0.982 0.553 0.537 0.913 0.989 0.706
ACCESS-CM2_CCAM [-] 14.0 13.9 12.1 1.84 2.35 1.30 0.406 0.494 0.860 0.997 0.650
ACCESS-CM2_CMIP6 [-] 10.1 10.1 11.8 -1.66 1.95 1.13 0.407 0.632 0.893 0.997 0.712
ACCESS-ESM1-5_BARPA [-] 13.6 13.6 12.1 1.50 1.95 0.965 0.458 0.604 0.909 0.982 0.711
ACCESS-ESM1-5_CCAM [-] 13.7 13.7 12.1 1.59 2.17 1.24 0.467 0.526 0.874 0.990 0.677
ACCESS-ESM1-5_CMIP6 [-] 10.7 10.7 11.9 -1.20 1.68 1.19 0.499 0.604 0.881 0.997 0.717
CESM2_BARPA [-] 13.8 13.7 12.1 1.64 2.18 1.60 0.436 0.565 0.775 0.959 0.660
CESM2_CCAM [-] 14.5 14.5 12.1 2.39 2.67 1.49 0.306 0.556 0.817 0.996 0.646
CMCC-ESM2_BARPA [-] 13.8 13.7 12.1 1.64 2.35 2.60 0.441 0.481 0.583 0.966 0.590
CMCC-ESM2_CCAM [-] 13.0 13.0 12.1 0.863 1.41 1.11 0.605 0.651 0.870 0.989 0.753
CMCC-ESM2_CMIP6 [-] 9.24 9.24 12.0 -2.74 2.90 0.565 0.257 0.698 0.938 0.992 0.717
CNRM-ESM2-1_CCAM [-] 13.9 13.8 12.1 1.74 2.07 1.08 0.414 0.617 0.902 0.998 0.710
CNRM-ESM2-1_CMIP6 [-] 12.1 12.1 11.9 0.208 1.05 1.01 0.658 0.729 0.883 0.998 0.800
EC-Earth3_BARPA [-] 14.5 14.4 12.1 2.35 2.60 0.816 0.298 0.653 0.917 0.967 0.698
EC-Earth3_CCAM [-] 14.0 13.9 12.1 1.84 2.16 1.01 0.397 0.663 0.910 0.990 0.725
EC-Earth3_CMIP6 [-] 12.6 12.6 12.0 0.542 1.43 0.816 0.604 0.621 0.931 0.997 0.755
ERA5_BARPA [-] 13.4 13.3 12.1 1.23 1.84 0.868 0.516 0.587 0.872 0.978 0.708
ERA5_CCAM [-] 13.6 13.6 12.1 1.51 1.85 0.687 0.471 0.676 0.933 0.990 0.749
MPI-ESM1-2-HR_BARPA [-] 14.4 14.4 12.1 2.29 2.66 0.936 0.315 0.586 0.915 0.955 0.671
MPI-ESM1-2-HR_CMIP6 [-] 10.7 10.7 12.0 -1.28 1.66 0.863 0.470 0.723 0.923 0.946 0.757
NorESM2-MM_BARPA [-] 12.8 12.7 12.1 0.637 1.89 2.40 0.635 0.468 0.615 0.994 0.636
NorESM2-MM_CCAM [-] 12.6 12.6 12.1 0.469 1.59 1.45 0.642 0.532 0.798 0.993 0.700
NorESM2-MM_CMIP6 [-] 8.98 8.98 12.0 -3.01 3.20 1.33 0.217 0.606 0.818 0.981 0.646
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Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.7
ACCESS-CM2_BARPA [-] 12.3 12.3 12.7 -0.338 1.54 1.39 0.808 0.454 0.860 0.950 0.733
ACCESS-CM2_CCAM [-] 13.1 13.1 12.7 0.444 1.71 1.32 0.761 0.419 0.877 0.980 0.721
ACCESS-CM2_CMIP6 [-] 10.6 10.6 12.6 -2.03 2.20 1.02 0.321 0.641 0.908 0.984 0.706
ACCESS-ESM1-5_BARPA [-] 12.7 12.7 12.7 0.0164 1.22 1.02 0.829 0.540 0.924 0.955 0.782
ACCESS-ESM1-5_CCAM [-] 12.6 12.6 12.7 -0.0362 1.41 1.11 0.824 0.485 0.896 0.987 0.763
ACCESS-ESM1-5_CMIP6 [-] 10.6 10.6 12.5 -1.93 2.17 1.32 0.356 0.593 0.868 0.795 0.646
CESM2_BARPA [-] 12.7 12.7 12.7 0.0620 1.31 3.88 0.823 0.510 0.339 0.882 0.624
CESM2_CCAM [-] 14.1 14.1 12.7 1.46 1.85 1.86 0.463 0.560 0.778 0.989 0.682
CMCC-ESM2_BARPA [-] 13.0 13.0 12.7 0.304 1.58 4.21 0.780 0.443 0.246 0.866 0.568
CMCC-ESM2_CCAM [-] 12.3 12.3 12.7 -0.382 0.957 1.96 0.773 0.670 0.744 0.927 0.767
CMCC-ESM2_CMIP6 [-] 9.03 9.03 12.6 -3.61 3.73 0.653 0.163 0.708 0.918 0.901 0.677
CNRM-ESM2-1_CCAM [-] 13.3 13.3 12.7 0.633 1.62 1.11 0.704 0.456 0.899 0.973 0.724
CNRM-ESM2-1_CMIP6 [-] 12.4 12.4 12.6 -0.213 0.753 1.02 0.846 0.693 0.913 0.971 0.838
EC-Earth3_BARPA [-] 14.3 14.3 12.7 1.58 1.90 1.44 0.428 0.574 0.841 0.863 0.665
EC-Earth3_CCAM [-] 13.9 14.0 12.7 1.28 1.54 1.11 0.509 0.652 0.913 0.956 0.746
EC-Earth3_CMIP6 [-] 11.9 11.9 12.7 -0.717 1.16 1.09 0.654 0.650 0.911 0.762 0.734
ERA5_BARPA [-] 12.6 12.6 12.7 -0.118 1.51 2.68 0.841 0.453 0.535 0.904 0.658
ERA5_CCAM [-] 12.8 12.8 12.7 0.113 1.22 1.45 0.832 0.536 0.815 0.976 0.762
MPI-ESM1-2-HR_BARPA [-] 14.5 14.4 12.7 1.77 2.28 1.05 0.386 0.461 0.901 0.858 0.630
MPI-ESM1-2-HR_CMIP6 [-] 10.7 10.7 12.6 -1.96 2.13 0.957 0.363 0.684 0.933 0.967 0.731
NorESM2-MM_BARPA [-] 11.9 11.9 12.7 -0.755 2.12 5.07 0.672 0.350 0.159 0.935 0.509
NorESM2-MM_CCAM [-] 11.9 11.9 12.7 -0.781 1.73 2.94 0.653 0.441 0.499 0.997 0.625
NorESM2-MM_CMIP6 [-] 8.68 8.68 12.6 -3.96 4.06 2.85 0.118 0.612 0.537 0.994 0.571
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Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.4
ACCESS-CM2_BARPA [-] 11.2 11.2 11.4 -0.172 1.66 1.07 0.635 0.565 0.915 0.984 0.743
ACCESS-CM2_CCAM [-] 12.8 12.8 11.4 1.39 2.18 1.19 0.501 0.465 0.899 0.974 0.688
ACCESS-CM2_CMIP6 [-] 8.03 8.03 10.4 -2.35 2.64 1.24 0.261 0.495 0.879 0.977 0.632
ACCESS-ESM1-5_BARPA [-] 11.2 11.2 11.4 -0.207 1.51 1.06 0.652 0.605 0.918 0.986 0.767
ACCESS-ESM1-5_CCAM [-] 11.9 11.9 11.4 0.464 1.59 1.04 0.686 0.523 0.914 0.951 0.745
ACCESS-ESM1-5_CMIP6 [-] 9.49 9.49 11.3 -1.77 2.27 1.02 0.395 0.487 0.923 0.994 0.675
CESM2_BARPA [-] 11.5 11.5 11.4 0.126 1.62 1.37 0.580 0.649 0.829 0.947 0.744
CESM2_CCAM [-] 13.1 13.1 11.4 1.65 2.14 1.72 0.449 0.535 0.797 0.980 0.681
CMCC-ESM2_BARPA [-] 11.7 11.7 11.4 0.325 1.81 1.08 0.538 0.620 0.886 0.904 0.737
CMCC-ESM2_CCAM [-] 12.0 12.0 11.4 0.612 1.33 0.959 0.628 0.666 0.926 0.985 0.781
CMCC-ESM2_CMIP6 [-] 8.08 8.08 11.4 -3.30 3.46 0.659 0.238 0.686 0.941 0.873 0.680
CNRM-ESM2-1_CCAM [-] 12.6 12.6 11.4 1.18 1.95 1.11 0.540 0.492 0.910 0.966 0.703
CNRM-ESM2-1_CMIP6 [-] 10.6 10.6 10.9 -0.332 1.07 0.824 0.697 0.614 0.931 0.988 0.781
EC-Earth3_BARPA [-] 12.4 12.4 11.4 1.04 2.08 0.992 0.446 0.610 0.911 0.878 0.718
EC-Earth3_CCAM [-] 13.0 13.0 11.4 1.57 1.97 1.05 0.455 0.604 0.916 0.993 0.729
EC-Earth3_CMIP6 [-] 11.2 11.2 11.4 -0.224 1.21 0.760 0.670 0.635 0.948 0.971 0.793
ERA5_BARPA [-] 11.3 11.3 11.4 -0.136 1.59 0.513 0.614 0.621 0.945 0.962 0.760
ERA5_CCAM [-] 12.2 12.1 11.4 0.727 1.46 0.779 0.642 0.596 0.933 0.951 0.756
MPI-ESM1-2-HR_BARPA [-] 13.0 13.0 11.4 1.60 2.39 0.871 0.392 0.557 0.913 0.895 0.694
MPI-ESM1-2-HR_CMIP6 [-] 10.1 10.1 11.1 -1.03 1.64 1.27 0.557 0.569 0.880 0.964 0.713
NorESM2-MM_BARPA [-] 10.9 10.9 11.4 -0.488 1.87 2.51 0.613 0.547 0.601 0.975 0.664
NorESM2-MM_CCAM [-] 11.4 11.4 11.4 -0.0145 1.51 1.83 0.691 0.540 0.773 0.862 0.702
NorESM2-MM_CMIP6 [-] 7.83 7.83 11.4 -3.55 3.73 1.52 0.196 0.576 0.830 0.535 0.553
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.7
ACCESS-CM2_BARPA [-] 13.8 13.7 11.7 1.94 2.30 1.09 0.440 0.603 0.913 0.995 0.727
ACCESS-CM2_CCAM [-] 13.4 13.2 11.7 1.53 2.22 1.55 0.519 0.530 0.830 0.985 0.701
ACCESS-CM2_CMIP6 [-] 9.99 9.99 11.2 -1.23 1.90 1.21 0.544 0.553 0.887 0.997 0.730
ACCESS-ESM1-5_BARPA [-] 13.8 13.7 11.7 1.96 2.23 1.01 0.437 0.652 0.907 0.996 0.742
ACCESS-ESM1-5_CCAM [-] 12.8 12.6 11.7 0.907 1.91 1.53 0.663 0.518 0.838 0.965 0.733
ACCESS-ESM1-5_CMIP6 [-] 10.1 10.1 11.4 -1.28 1.96 1.32 0.549 0.553 0.875 0.998 0.725
CESM2_BARPA [-] 14.8 14.6 11.7 2.90 3.09 1.33 0.294 0.639 0.816 0.999 0.687
CESM2_CCAM [-] 14.0 13.9 11.7 2.15 2.60 1.61 0.408 0.560 0.823 0.988 0.687
CMCC-ESM2_BARPA [-] 14.8 14.7 11.7 2.94 3.19 1.78 0.288 0.605 0.723 0.998 0.656
CMCC-ESM2_CCAM [-] 12.4 12.3 11.7 0.567 1.25 0.788 0.709 0.703 0.933 0.955 0.816
CMCC-ESM2_CMIP6 [-] 8.02 8.02 11.6 -3.56 3.66 0.343 0.215 0.729 0.973 0.995 0.727
CNRM-ESM2-1_CCAM [-] 13.3 13.2 11.7 1.44 1.84 0.892 0.538 0.652 0.936 0.977 0.767
CNRM-ESM2-1_CMIP6 [-] 12.6 12.6 11.5 1.18 1.41 0.624 0.606 0.742 0.952 0.998 0.823
EC-Earth3_BARPA [-] 14.8 14.7 11.7 2.96 3.21 0.696 0.287 0.615 0.947 0.997 0.705
EC-Earth3_CCAM [-] 12.7 12.6 11.7 0.852 1.72 0.862 0.648 0.573 0.938 0.984 0.770
EC-Earth3_CMIP6 [-] 11.5 11.5 11.5 -0.0386 1.79 0.813 0.683 0.530 0.943 0.879 0.742
ERA5_BARPA [-] 14.0 13.8 11.7 2.12 2.29 0.250 0.408 0.707 0.982 0.998 0.769
ERA5_CCAM [-] 12.6 12.4 11.7 0.740 1.18 0.458 0.686 0.744 0.968 0.973 0.837
MPI-ESM1-2-HR_BARPA [-] 15.1 14.9 11.7 3.20 3.44 1.00 0.260 0.595 0.919 0.995 0.685
MPI-ESM1-2-HR_CMIP6 [-] 10.3 10.3 11.6 -1.32 1.87 0.979 0.510 0.695 0.913 0.890 0.749
NorESM2-MM_BARPA [-] 13.6 13.5 11.7 1.79 2.13 0.807 0.469 0.635 0.893 0.994 0.737
NorESM2-MM_CCAM [-] 11.8 11.6 11.7 -0.0773 1.22 0.713 0.761 0.665 0.949 0.926 0.813
NorESM2-MM_CMIP6 [-] 8.15 8.15 11.6 -3.43 3.60 0.686 0.235 0.644 0.952 0.849 0.660
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.6
ACCESS-CM2_BARPA [-] 11.4 11.4 11.6 -0.218 1.55 0.218 0.809 0.552 0.984 0.961 0.796
ACCESS-CM2_CCAM [-] 12.8 12.8 11.6 1.20 1.87 0.808 0.612 0.559 0.906 0.998 0.745
ACCESS-CM2_CMIP6 [-] 9.77 9.77 11.5 -1.74 1.90 0.933 0.473 0.741 0.887 0.818 0.731
ACCESS-ESM1-5_BARPA [-] 12.1 12.0 11.6 0.453 1.53 0.434 0.722 0.582 0.970 0.927 0.776
ACCESS-ESM1-5_CCAM [-] 12.5 12.5 11.6 0.917 1.62 0.926 0.617 0.627 0.879 0.985 0.761
ACCESS-ESM1-5_CMIP6 [-] 10.1 10.1 11.5 -1.44 1.63 1.89 0.528 0.713 0.731 0.995 0.739
CESM2_BARPA [-] 11.5 11.5 11.6 -0.0933 1.52 0.583 0.803 0.563 0.961 0.939 0.789
CESM2_CCAM [-] 13.4 13.4 11.6 1.82 2.01 0.484 0.453 0.707 0.951 0.998 0.770
CMCC-ESM2_BARPA [-] 11.7 11.7 11.6 0.104 1.69 0.831 0.805 0.518 0.945 0.950 0.772
CMCC-ESM2_CCAM [-] 11.8 11.8 11.6 0.170 1.11 0.203 0.686 0.815 0.980 0.970 0.857
CMCC-ESM2_CMIP6 [-] 9.29 9.29 11.4 -2.06 2.27 0.944 0.412 0.738 0.856 0.994 0.749
CNRM-ESM2-1_CCAM [-] 12.5 12.5 11.6 0.876 1.59 1.71 0.582 0.687 0.802 0.963 0.751
CNRM-ESM2-1_CMIP6 [-] 11.6 11.6 11.4 0.194 0.832 2.25 0.814 0.749 0.690 0.991 0.804
EC-Earth3_BARPA [-] 12.9 12.9 11.6 1.29 1.79 0.737 0.524 0.650 0.922 0.900 0.738
EC-Earth3_CCAM [-] 12.8 12.8 11.6 1.21 1.68 1.44 0.522 0.771 0.835 0.947 0.769
EC-Earth3_CMIP6 [-] 11.6 11.6 11.5 0.105 0.852 1.73 0.838 0.738 0.804 0.865 0.803
ERA5_BARPA [-] 11.3 11.3 11.6 -0.256 1.43 0.0437 0.808 0.590 0.996 0.970 0.813
ERA5_CCAM [-] 12.1 12.1 11.6 0.515 1.29 0.0462 0.655 0.751 0.996 0.973 0.833
MPI-ESM1-2-HR_BARPA [-] 12.3 12.3 11.6 0.687 1.93 0.138 0.668 0.492 0.990 0.902 0.733
MPI-ESM1-2-HR_CMIP6 [-] 9.78 9.78 11.5 -1.74 1.92 0.803 0.455 0.773 0.942 0.981 0.786
NorESM2-MM_BARPA [-] 11.0 11.0 11.6 -0.609 1.82 0.646 0.746 0.507 0.957 0.979 0.765
NorESM2-MM_CCAM [-] 11.5 11.5 11.6 -0.123 1.28 0.0590 0.726 0.690 0.995 0.989 0.832
NorESM2-MM_CMIP6 [-] 8.30 8.30 11.4 -3.05 3.16 0.462 0.270 0.717 0.969 0.938 0.723
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.7
ACCESS-CM2_BARPA [-] 13.9 13.9 12.7 1.22 1.78 1.04 0.527 0.515 0.905 0.973 0.713
ACCESS-CM2_CCAM [-] 14.7 14.7 12.7 2.01 2.42 1.39 0.340 0.475 0.850 0.965 0.639
ACCESS-CM2_CMIP6 [-] 10.9 10.9 12.7 -1.80 1.97 1.20 0.365 0.658 0.887 0.993 0.722
ACCESS-ESM1-5_BARPA [-] 14.5 14.4 12.7 1.75 2.02 1.06 0.392 0.602 0.896 0.978 0.706
ACCESS-ESM1-5_CCAM [-] 14.7 14.7 12.7 1.97 2.36 1.30 0.371 0.512 0.871 0.991 0.665
ACCESS-ESM1-5_CMIP6 [-] 11.5 11.5 12.6 -1.13 1.52 1.07 0.511 0.626 0.901 0.992 0.749
CESM2_BARPA [-] 14.5 14.5 12.7 1.80 2.16 1.86 0.383 0.536 0.738 0.998 0.655
CESM2_CCAM [-] 15.4 15.3 12.7 2.64 2.86 1.68 0.237 0.542 0.786 0.987 0.625
CMCC-ESM2_BARPA [-] 14.4 14.4 12.7 1.71 2.37 3.42 0.401 0.411 0.438 0.998 0.558
CMCC-ESM2_CCAM [-] 13.7 13.7 12.7 0.999 1.47 1.34 0.580 0.603 0.831 0.946 0.723
CMCC-ESM2_CMIP6 [-] 10.0 10.0 12.6 -2.60 2.76 0.566 0.243 0.674 0.940 0.914 0.688
CNRM-ESM2-1_CCAM [-] 14.7 14.7 12.7 2.00 2.22 1.05 0.335 0.619 0.906 0.973 0.694
CNRM-ESM2-1_CMIP6 [-] 12.6 12.6 12.6 -0.0710 0.974 0.853 0.642 0.752 0.898 0.998 0.801
EC-Earth3_BARPA [-] 15.3 15.3 12.7 2.58 2.67 0.816 0.235 0.690 0.909 0.963 0.696
EC-Earth3_CCAM [-] 14.9 14.9 12.7 2.23 2.39 1.02 0.301 0.685 0.909 0.997 0.711
EC-Earth3_CMIP6 [-] 13.5 13.5 12.7 0.841 1.41 0.660 0.558 0.626 0.946 0.980 0.757
ERA5_BARPA [-] 14.1 14.1 12.7 1.43 1.85 1.14 0.470 0.550 0.827 0.993 0.696
ERA5_CCAM [-] 14.6 14.6 12.7 1.93 2.13 0.825 0.364 0.663 0.918 0.994 0.720
MPI-ESM1-2-HR_BARPA [-] 15.2 15.2 12.7 2.47 2.65 1.04 0.253 0.620 0.903 0.986 0.681
MPI-ESM1-2-HR_CMIP6 [-] 11.3 11.3 12.7 -1.38 1.57 0.798 0.446 0.754 0.926 0.978 0.775
NorESM2-MM_BARPA [-] 13.4 13.4 12.7 0.657 1.89 3.21 0.670 0.391 0.468 0.978 0.615
NorESM2-MM_CCAM [-] 13.4 13.4 12.7 0.656 1.68 1.86 0.621 0.471 0.728 0.991 0.677
NorESM2-MM_CMIP6 [-] 9.71 9.71 12.6 -2.92 3.11 1.60 0.197 0.586 0.763 0.997 0.631
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.18
ACCESS-CM2_BARPA [-] 7.94 7.86 8.18 -0.317 1.29 0.466 0.581 0.686 0.962 0.971 0.782
ACCESS-CM2_CCAM [-] 10.4 10.3 8.18 2.08 2.42 0.406 0.328 0.491 0.959 0.994 0.676
ACCESS-CM2_CMIP6 [-] 5.12 5.12 6.71 -1.59 1.84 0.454 0.275 0.638 0.970 0.854 0.701
ACCESS-ESM1-5_BARPA [-] 8.30 8.22 8.18 0.0357 1.33 0.443 0.575 0.645 0.965 0.991 0.775
ACCESS-ESM1-5_CCAM [-] 9.97 9.84 8.18 1.66 2.02 0.522 0.408 0.531 0.940 0.991 0.703
ACCESS-ESM1-5_CMIP6 [-] 6.05 6.05 7.59 -1.54 1.81 0.918 0.339 0.521 0.884 0.997 0.649
CESM2_BARPA [-] 7.83 7.75 8.18 -0.426 1.25 0.402 0.579 0.703 0.969 0.956 0.783
CESM2_CCAM [-] 10.3 10.2 8.18 2.00 2.28 0.410 0.355 0.561 0.960 0.966 0.707
CMCC-ESM2_BARPA [-] 7.97 7.90 8.18 -0.281 1.20 0.217 0.591 0.740 0.981 0.961 0.804
CMCC-ESM2_CCAM [-] 9.75 9.64 8.18 1.46 1.65 0.263 0.447 0.716 0.971 0.966 0.757
CMCC-ESM2_CMIP6 [-] 6.16 6.16 7.56 -1.40 1.75 0.713 0.373 0.735 0.894 0.917 0.705
CNRM-ESM2-1_CCAM [-] 10.1 10.0 8.18 1.84 2.15 1.38 0.380 0.539 0.858 0.992 0.680
CNRM-ESM2-1_CMIP6 [-] 6.13 6.13 6.59 -0.454 0.787 1.61 0.707 0.594 0.826 0.988 0.755
EC-Earth3_BARPA [-] 8.58 8.51 8.18 0.329 1.38 0.556 0.536 0.693 0.945 0.993 0.784
EC-Earth3_CCAM [-] 10.1 10.0 8.18 1.83 2.05 0.888 0.372 0.617 0.908 0.995 0.713
EC-Earth3_CMIP6 [-] 8.95 8.95 7.87 1.07 1.37 1.12 0.463 0.709 0.891 0.988 0.749
ERA5_BARPA [-] 7.89 7.82 8.18 -0.361 1.18 0.160 0.586 0.757 0.984 0.944 0.806
ERA5_CCAM [-] 9.95 9.84 8.18 1.66 1.87 0.261 0.402 0.632 0.972 0.985 0.728
MPI-ESM1-2-HR_BARPA [-] 8.28 8.20 8.18 0.0239 1.36 0.249 0.597 0.608 0.979 0.991 0.769
MPI-ESM1-2-HR_CMIP6 [-] 7.38 7.38 7.80 -0.424 1.42 0.268 0.546 0.513 0.976 0.996 0.670
NorESM2-MM_BARPA [-] 7.69 7.62 8.18 -0.563 1.27 0.437 0.558 0.740 0.967 0.932 0.787
NorESM2-MM_CCAM [-] 9.64 9.51 8.18 1.33 1.70 0.287 0.467 0.588 0.972 0.994 0.731
NorESM2-MM_CMIP6 [-] 6.03 6.03 7.56 -1.52 1.67 0.328 0.389 0.655 0.963 0.984 0.714
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.0
ACCESS-CM2_BARPA [-] 11.9 11.8 11.0 0.715 1.56 0.689 0.700 0.535 0.944 0.992 0.760
ACCESS-CM2_CCAM [-] 13.9 13.7 11.0 2.68 2.88 0.457 0.286 0.596 0.964 0.995 0.693
ACCESS-CM2_CMIP6 [-] 9.32 9.32 9.99 -0.671 1.29 0.485 0.591 0.649 0.961 0.997 0.777
ACCESS-ESM1-5_BARPA [-] 12.8 12.6 11.0 1.57 2.00 0.345 0.475 0.566 0.969 0.999 0.727
ACCESS-ESM1-5_CCAM [-] 13.6 13.5 11.0 2.44 2.63 0.503 0.330 0.642 0.961 0.996 0.723
ACCESS-ESM1-5_CMIP6 [-] 10.2 10.2 10.7 -0.483 1.35 1.23 0.609 0.680 0.879 0.986 0.751
CESM2_BARPA [-] 12.1 12.0 11.0 0.904 1.68 0.222 0.645 0.531 0.976 0.999 0.755
CESM2_CCAM [-] 13.7 13.6 11.0 2.52 2.78 0.197 0.312 0.572 0.980 0.997 0.698
CMCC-ESM2_BARPA [-] 12.2 12.0 11.0 0.995 1.72 0.283 0.623 0.536 0.965 0.999 0.745
CMCC-ESM2_CCAM [-] 12.7 12.6 11.0 1.54 1.73 0.468 0.480 0.766 0.955 0.994 0.789
CMCC-ESM2_CMIP6 [-] 8.50 8.50 10.7 -2.16 2.21 0.568 0.376 0.830 0.937 0.979 0.784
CNRM-ESM2-1_CCAM [-] 12.9 12.8 11.0 1.78 2.04 1.11 0.441 0.678 0.880 0.997 0.737
CNRM-ESM2-1_CMIP6 [-] 11.5 11.5 10.7 0.748 1.15 1.93 0.663 0.698 0.740 0.998 0.756
EC-Earth3_BARPA [-] 13.0 12.8 11.0 1.75 2.21 0.747 0.445 0.542 0.944 0.998 0.707
EC-Earth3_CCAM [-] 13.3 13.2 11.0 2.16 2.32 0.819 0.381 0.719 0.938 0.996 0.752
EC-Earth3_CMIP6 [-] 11.7 11.7 10.8 0.917 1.37 1.11 0.571 0.716 0.908 0.983 0.774
ERA5_BARPA [-] 11.8 11.7 11.1 0.636 1.42 0.343 0.719 0.574 0.964 0.992 0.779
ERA5_CCAM [-] 13.3 13.1 11.1 2.09 2.28 0.161 0.385 0.708 0.982 0.997 0.760
MPI-ESM1-2-HR_BARPA [-] 12.6 12.4 11.0 1.35 2.17 0.760 0.528 0.457 0.941 0.998 0.702
MPI-ESM1-2-HR_CMIP6 [-] 10.4 10.4 11.0 -0.590 1.07 0.985 0.667 0.757 0.924 0.834 0.770
NorESM2-MM_BARPA [-] 11.4 11.3 11.0 0.210 1.42 0.268 0.792 0.545 0.970 0.982 0.785
NorESM2-MM_CCAM [-] 12.7 12.6 11.0 1.54 2.05 0.332 0.475 0.580 0.964 0.998 0.739
NorESM2-MM_CMIP6 [-] 8.21 8.21 10.7 -2.45 2.69 0.721 0.305 0.616 0.928 0.989 0.696
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.34
ACCESS-CM2_BARPA [-] 10.2 9.97 8.34 1.63 2.07 1.17 0.409 0.540 0.881 0.966 0.681
ACCESS-CM2_CCAM [-] 10.9 10.7 8.34 2.32 2.71 1.92 0.281 0.464 0.747 0.995 0.604
ACCESS-CM2_CMIP6 [-] 5.01 5.01 6.61 -1.60 1.97 1.22 0.329 0.540 0.896 0.933 0.660
ACCESS-ESM1-5_BARPA [-] 9.91 9.67 8.34 1.32 1.82 1.50 0.468 0.547 0.835 0.980 0.690
ACCESS-ESM1-5_CCAM [-] 10.1 9.82 8.34 1.48 1.99 1.67 0.447 0.487 0.802 0.996 0.661
ACCESS-ESM1-5_CMIP6 [-] 5.65 5.65 6.87 -1.22 2.54 1.52 0.221 0.393 0.841 0.507 0.480
CESM2_BARPA [-] 11.0 10.7 8.34 2.40 2.55 1.20 0.280 0.656 0.879 0.962 0.690
CESM2_CCAM [-] 10.7 10.5 8.34 2.15 2.46 1.76 0.311 0.513 0.779 0.997 0.635
CMCC-ESM2_BARPA [-] 11.0 10.7 8.34 2.36 2.54 1.02 0.286 0.650 0.890 0.952 0.689
CMCC-ESM2_CCAM [-] 10.2 10.0 8.34 1.67 1.86 1.27 0.407 0.636 0.869 0.992 0.716
CMCC-ESM2_CMIP6 [-] 5.63 5.63 8.00 -2.37 2.50 0.796 0.315 0.669 0.934 0.814 0.681
CNRM-ESM2-1_CCAM [-] 10.9 10.7 8.34 2.32 2.51 0.978 0.291 0.601 0.903 0.991 0.686
CNRM-ESM2-1_CMIP6 [-] 8.41 8.41 6.99 1.43 1.67 0.848 0.444 0.595 0.944 0.845 0.695
EC-Earth3_BARPA [-] 10.9 10.6 8.34 2.25 2.65 0.951 0.300 0.478 0.921 0.985 0.650
EC-Earth3_CCAM [-] 10.2 9.95 8.34 1.60 1.94 1.30 0.415 0.560 0.867 0.985 0.690
EC-Earth3_CMIP6 [-] 9.13 9.13 8.38 0.751 1.74 1.02 0.614 0.469 0.922 0.724 0.659
ERA5_BARPA [-] 10.1 9.86 8.34 1.52 1.76 0.401 0.426 0.688 0.957 0.987 0.756
ERA5_CCAM [-] 10.0 9.79 8.34 1.46 1.63 0.911 0.453 0.685 0.913 0.986 0.751
MPI-ESM1-2-HR_BARPA [-] 10.7 10.5 8.34 2.13 2.54 1.07 0.332 0.494 0.909 0.940 0.649
MPI-ESM1-2-HR_CMIP6 [-] 8.11 8.11 6.87 1.24 2.41 1.08 0.343 0.494 0.905 0.943 0.652
NorESM2-MM_BARPA [-] 10.2 9.94 8.34 1.60 1.81 0.958 0.408 0.670 0.886 0.995 0.732
NorESM2-MM_CCAM [-] 9.24 9.02 8.34 0.678 1.12 0.927 0.636 0.672 0.924 0.962 0.784
NorESM2-MM_CMIP6 [-] 5.56 5.56 8.00 -2.43 2.69 1.13 0.315 0.517 0.892 0.840 0.627
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 3.10
ACCESS-CM2_BARPA [-] 2.92 2.93 3.12 1.75 -0.197 0.673 1.58 0.351 0.611 0.780 0.980 0.667
ACCESS-CM2_CCAM [-] 3.23 3.25 3.16 1.77 0.0871 0.741 1.79 0.356 0.572 0.741 0.963 0.641
ACCESS-CM2_CMIP6 [-] 2.35 2.38 3.14 0.825 -0.750 0.851 1.76 0.191 0.619 0.749 0.985 0.633
ACCESS-ESM1-5_BARPA [-] 2.94 2.95 3.12 1.75 -0.174 0.750 1.62 0.307 0.589 0.774 0.969 0.646
ACCESS-ESM1-5_CCAM [-] 3.18 3.20 3.16 1.77 0.0355 0.733 1.69 0.330 0.582 0.762 0.967 0.645
ACCESS-ESM1-5_CMIP6 [-] 2.42 2.49 3.18 0.876 -0.689 0.841 1.85 0.221 0.602 0.732 0.989 0.629
CESM2_BARPA [-] 3.06 3.08 3.12 1.75 -0.0484 0.685 1.55 0.369 0.561 0.780 0.969 0.648
CESM2_CCAM [-] 3.48 3.49 3.16 1.77 0.332 0.904 1.75 0.294 0.529 0.747 0.937 0.607
CMCC-ESM2_BARPA [-] 3.06 3.07 3.12 1.75 -0.0576 0.704 1.67 0.355 0.603 0.757 0.969 0.657
CMCC-ESM2_CCAM [-] 3.15 3.17 3.16 1.77 0.00399 0.640 1.67 0.355 0.600 0.760 0.981 0.659
CMCC-ESM2_CMIP6 [-] 2.29 2.33 3.14 1.04 -0.808 0.910 1.63 0.200 0.643 0.768 0.950 0.641
CNRM-ESM2-1_CCAM [-] 3.27 3.28 3.16 1.77 0.122 0.785 2.01 0.271 0.561 0.702 0.965 0.612
CNRM-ESM2-1_CMIP6 [-] 2.93 2.96 3.13 1.54 -0.164 0.476 1.83 0.406 0.566 0.729 0.994 0.652
EC-Earth3_BARPA [-] 3.06 3.07 3.12 1.75 -0.0541 0.787 1.56 0.255 0.640 0.778 0.948 0.652
EC-Earth3_CCAM [-] 3.15 3.17 3.16 1.77 0.00681 0.724 1.89 0.324 0.612 0.722 0.959 0.646
EC-Earth3_CMIP6 [-] 3.17 3.20 3.16 1.66 0.0469 0.428 1.48 0.596 0.646 0.797 0.991 0.735
ERA5_BARPA [-] 2.99 3.00 3.12 1.75 -0.121 0.621 1.23 0.398 0.690 0.818 0.978 0.715
ERA5_CCAM [-] 3.18 3.20 3.16 1.77 0.0367 0.657 1.58 0.365 0.668 0.759 0.968 0.686
MPI-ESM1-2-HR_BARPA [-] 3.10 3.12 3.12 1.75 -0.00748 0.780 1.48 0.329 0.609 0.795 0.952 0.659
MPI-ESM1-2-HR_CMIP6 [-] 2.72 2.76 3.15 1.28 -0.393 0.612 1.78 0.391 0.590 0.739 0.981 0.658
NorESM2-MM_BARPA [-] 2.94 2.95 3.12 1.75 -0.178 0.620 1.62 0.411 0.596 0.764 0.988 0.671
NorESM2-MM_CCAM [-] 2.93 2.95 3.16 1.77 -0.214 0.666 1.94 0.374 0.572 0.708 0.987 0.643
NorESM2-MM_CMIP6 [-] 2.32 2.36 3.14 0.967 -0.781 0.903 2.11 0.230 0.595 0.672 0.937 0.606
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 2.52
ACCESS-CM2_BARPA [-] 2.05 2.05 2.52 1.92 -0.476 0.798 1.86 0.220 0.563 0.731 0.975 0.610
ACCESS-CM2_CCAM [-] 2.33 2.34 2.52 1.92 -0.186 0.802 2.46 0.210 0.542 0.620 0.928 0.568
ACCESS-CM2_CMIP6 [-] 1.71 1.71 2.51 -0.805 0.954 2.03 0.128 0.523 0.699 0.976 0.570
ACCESS-ESM1-5_BARPA [-] 1.98 1.97 2.52 1.92 -0.549 0.919 2.38 0.168 0.510 0.630 0.964 0.557
ACCESS-ESM1-5_CCAM [-] 2.27 2.27 2.52 1.92 -0.253 0.795 2.51 0.209 0.539 0.611 0.939 0.567
ACCESS-ESM1-5_CMIP6 [-] 1.65 1.68 2.54 1.13 -0.867 1.07 2.22 0.110 0.497 0.659 0.973 0.547
CESM2_BARPA [-] 2.14 2.14 2.52 1.92 -0.384 0.774 1.92 0.223 0.513 0.719 0.968 0.587
CESM2_CCAM [-] 2.67 2.67 2.52 1.92 0.148 1.09 2.51 0.200 0.520 0.609 0.789 0.528
CMCC-ESM2_BARPA [-] 2.12 2.12 2.52 1.92 -0.406 0.790 1.83 0.206 0.554 0.724 0.965 0.601
CMCC-ESM2_CCAM [-] 2.35 2.35 2.52 1.92 -0.170 0.835 2.45 0.196 0.553 0.616 0.913 0.566
CMCC-ESM2_CMIP6 [-] 1.84 1.86 2.53 1.33 -0.671 0.869 1.90 0.150 0.547 0.717 0.978 0.587
CNRM-ESM2-1_CCAM [-] 2.27 2.27 2.52 1.92 -0.253 0.844 2.68 0.196 0.511 0.576 0.926 0.544
CNRM-ESM2-1_CMIP6 [-] 2.43 2.47 2.55 1.70 -0.0817 0.473 1.50 0.483 0.479 0.790 0.989 0.644
EC-Earth3_BARPA [-] 2.11 2.11 2.52 1.92 -0.416 0.848 1.89 0.183 0.551 0.708 0.960 0.591
EC-Earth3_CCAM [-] 2.30 2.30 2.52 1.92 -0.223 0.828 2.64 0.192 0.530 0.577 0.926 0.551
EC-Earth3_CMIP6 [-] 2.65 2.68 2.53 1.89 0.147 0.430 1.80 0.601 0.569 0.734 0.985 0.692
ERA5_BARPA [-] 2.02 2.02 2.52 1.92 -0.505 0.819 1.97 0.176 0.604 0.686 0.971 0.608
ERA5_CCAM [-] 2.28 2.28 2.52 1.92 -0.243 0.830 2.50 0.180 0.569 0.589 0.922 0.566
MPI-ESM1-2-HR_BARPA [-] 2.04 2.04 2.52 1.92 -0.482 0.909 1.59 0.177 0.522 0.769 0.957 0.590
MPI-ESM1-2-HR_CMIP6 [-] 2.14 2.17 2.53 1.39 -0.361 0.718 1.77 0.294 0.502 0.737 0.978 0.603
NorESM2-MM_BARPA [-] 2.12 2.12 2.52 1.92 -0.400 0.684 1.88 0.271 0.561 0.712 0.981 0.617
NorESM2-MM_CCAM [-] 2.09 2.09 2.52 1.92 -0.429 0.807 2.59 0.196 0.539 0.586 0.959 0.564
NorESM2-MM_CMIP6 [-] 1.95 1.98 2.53 1.22 -0.550 0.774 2.11 0.203 0.559 0.677 0.983 0.596
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.7
ACCESS-CM2_BARPA [-] 12.3 12.3 12.7 -0.338 1.54 1.39 0.808 0.454 0.860 0.950 0.705
ACCESS-CM2_CCAM [-] 13.1 13.1 12.7 0.444 1.71 1.32 0.761 0.419 0.877 0.980 0.691
ACCESS-CM2_CMIP6 [-] 10.6 10.6 12.6 -2.03 2.20 1.02 0.321 0.641 0.908 0.984 0.699
ACCESS-ESM1-5_BARPA [-] 12.7 12.7 12.7 0.0164 1.22 1.02 0.829 0.540 0.924 0.955 0.757
ACCESS-ESM1-5_CCAM [-] 12.6 12.6 12.7 -0.0362 1.41 1.11 0.824 0.485 0.896 0.987 0.735
ACCESS-ESM1-5_CMIP6 [-] 10.6 10.6 12.5 -1.93 2.17 1.32 0.356 0.593 0.868 0.795 0.641
CESM2_BARPA [-] 12.7 12.7 12.7 0.0620 1.31 3.88 0.823 0.510 0.339 0.882 0.613
CESM2_CCAM [-] 14.1 14.1 12.7 1.46 1.85 1.86 0.463 0.560 0.778 0.989 0.670
CMCC-ESM2_BARPA [-] 13.0 13.0 12.7 0.304 1.58 4.21 0.780 0.443 0.246 0.866 0.556
CMCC-ESM2_CCAM [-] 12.3 12.3 12.7 -0.382 0.957 1.96 0.773 0.670 0.744 0.927 0.757
CMCC-ESM2_CMIP6 [-] 9.03 9.03 12.6 -3.61 3.73 0.653 0.163 0.708 0.918 0.901 0.680
CNRM-ESM2-1_CCAM [-] 13.3 13.3 12.7 0.633 1.62 1.11 0.704 0.456 0.899 0.973 0.697
CNRM-ESM2-1_CMIP6 [-] 12.4 12.4 12.6 -0.213 0.753 1.02 0.846 0.693 0.913 0.971 0.823
EC-Earth3_BARPA [-] 14.3 14.3 12.7 1.58 1.90 1.44 0.428 0.574 0.841 0.863 0.656
EC-Earth3_CCAM [-] 13.9 14.0 12.7 1.28 1.54 1.11 0.509 0.652 0.913 0.956 0.736
EC-Earth3_CMIP6 [-] 11.9 11.9 12.7 -0.717 1.16 1.09 0.654 0.650 0.911 0.762 0.725
ERA5_BARPA [-] 12.6 12.6 12.7 -0.118 1.51 2.68 0.841 0.453 0.535 0.904 0.637
ERA5_CCAM [-] 12.8 12.8 12.7 0.113 1.22 1.45 0.832 0.536 0.815 0.976 0.739
MPI-ESM1-2-HR_BARPA [-] 14.5 14.4 12.7 1.77 2.28 1.05 0.386 0.461 0.901 0.858 0.614
MPI-ESM1-2-HR_CMIP6 [-] 10.7 10.7 12.6 -1.96 2.13 0.957 0.363 0.684 0.933 0.967 0.726
NorESM2-MM_BARPA [-] 11.9 11.9 12.7 -0.755 2.12 5.07 0.672 0.350 0.159 0.935 0.493
NorESM2-MM_CCAM [-] 11.9 11.9 12.7 -0.781 1.73 2.94 0.653 0.441 0.499 0.997 0.607
NorESM2-MM_CMIP6 [-] 8.68 8.68 12.6 -3.96 4.06 2.85 0.118 0.612 0.537 0.994 0.575
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.8
ACCESS-CM2_BARPA [-] 12.2 12.2 11.8 0.394 1.50 0.961 0.720 0.544 0.933 0.986 0.745
ACCESS-CM2_CCAM [-] 13.4 13.3 11.8 1.54 2.31 1.09 0.480 0.445 0.918 0.920 0.641
ACCESS-CM2_CMIP6 [-] 8.45 8.45 10.7 -2.27 2.57 1.42 0.276 0.502 0.852 0.992 0.625
ACCESS-ESM1-5_BARPA [-] 12.1 12.1 11.8 0.289 1.35 1.08 0.732 0.583 0.919 0.993 0.762
ACCESS-ESM1-5_CCAM [-] 12.4 12.3 11.8 0.539 1.65 1.11 0.729 0.488 0.913 0.909 0.705
ACCESS-ESM1-5_CMIP6 [-] 9.94 9.94 11.5 -1.56 2.19 1.13 0.455 0.466 0.912 0.939 0.648
CESM2_BARPA [-] 12.7 12.7 11.8 0.863 1.50 1.56 0.640 0.619 0.794 0.996 0.734
CESM2_CCAM [-] 13.5 13.5 11.8 1.71 2.20 1.80 0.436 0.513 0.787 0.954 0.641
CMCC-ESM2_BARPA [-] 12.9 12.9 11.8 1.15 1.76 0.989 0.572 0.592 0.898 0.995 0.730
CMCC-ESM2_CCAM [-] 12.7 12.7 11.8 0.890 1.40 1.03 0.638 0.636 0.927 0.922 0.752
CMCC-ESM2_CMIP6 [-] 7.77 7.77 11.9 -4.14 4.21 0.600 0.133 0.700 0.960 0.619 0.622
CNRM-ESM2-1_CCAM [-] 13.1 13.1 11.8 1.28 1.91 1.11 0.543 0.509 0.916 0.922 0.680
CNRM-ESM2-1_CMIP6 [-] 11.2 11.2 11.3 -0.0788 0.885 0.738 0.756 0.666 0.941 0.996 0.805
EC-Earth3_BARPA [-] 13.7 13.7 11.8 1.90 2.19 0.710 0.415 0.625 0.952 0.989 0.721
EC-Earth3_CCAM [-] 13.6 13.6 11.8 1.78 2.06 1.00 0.421 0.610 0.928 0.956 0.705
EC-Earth3_CMIP6 [-] 11.4 11.4 11.8 -0.434 1.33 0.824 0.660 0.607 0.945 0.919 0.748
ERA5_BARPA [-] 12.3 12.3 11.8 0.521 1.37 0.140 0.696 0.614 0.989 0.995 0.782
ERA5_CCAM [-] 12.6 12.6 11.8 0.830 1.44 0.605 0.665 0.597 0.956 0.895 0.742
MPI-ESM1-2-HR_BARPA [-] 14.2 14.2 11.8 2.40 2.70 0.521 0.322 0.559 0.964 0.989 0.678
MPI-ESM1-2-HR_CMIP6 [-] 10.6 10.6 11.6 -1.01 1.62 1.19 0.596 0.568 0.901 0.788 0.684
NorESM2-MM_BARPA [-] 11.9 11.9 11.8 0.159 1.68 2.85 0.723 0.506 0.529 0.983 0.649
NorESM2-MM_CCAM [-] 11.7 11.7 11.8 -0.121 1.53 1.81 0.729 0.519 0.781 0.820 0.673
NorESM2-MM_CMIP6 [-] 7.72 7.72 11.9 -4.19 4.36 1.37 0.132 0.550 0.864 0.443 0.508
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.6
ACCESS-CM2_BARPA [-] 9.21 9.18 10.6 -1.39 2.00 1.32 0.454 0.608 0.876 0.878 0.685
ACCESS-CM2_CCAM [-] 11.7 11.6 10.6 1.04 1.91 1.41 0.548 0.509 0.860 0.955 0.676
ACCESS-CM2_CMIP6 [-] 6.91 6.91 9.49 -2.57 2.84 0.768 0.221 0.477 0.949 0.834 0.591
ACCESS-ESM1-5_BARPA [-] 9.33 9.30 10.6 -1.28 1.86 1.01 0.479 0.654 0.915 0.929 0.726
ACCESS-ESM1-5_CCAM [-] 10.9 10.9 10.6 0.304 1.45 0.889 0.592 0.598 0.917 0.936 0.728
ACCESS-ESM1-5_CMIP6 [-] 8.40 8.40 10.6 -2.25 2.46 0.765 0.249 0.538 0.949 0.979 0.650
CESM2_BARPA [-] 9.13 9.11 10.6 -1.46 1.87 0.952 0.451 0.715 0.903 0.896 0.736
CESM2_CCAM [-] 12.2 12.1 10.6 1.53 2.03 1.57 0.476 0.583 0.818 0.988 0.690
CMCC-ESM2_BARPA [-] 9.14 9.13 10.6 -1.45 1.91 1.27 0.465 0.681 0.860 0.944 0.726
CMCC-ESM2_CCAM [-] 10.6 10.6 10.6 0.0125 1.20 0.807 0.606 0.732 0.925 0.894 0.778
CMCC-ESM2_CMIP6 [-] 8.72 8.72 10.3 -1.61 1.94 0.778 0.449 0.657 0.903 0.994 0.732
CNRM-ESM2-1_CCAM [-] 11.6 11.6 10.6 0.983 2.04 1.14 0.535 0.455 0.898 0.964 0.661
CNRM-ESM2-1_CMIP6 [-] 9.15 9.15 10.1 -0.929 1.51 1.03 0.557 0.493 0.908 0.997 0.690
EC-Earth3_BARPA [-] 9.79 9.77 10.6 -0.806 1.83 1.60 0.512 0.578 0.824 0.988 0.696
EC-Earth3_CCAM [-] 11.8 11.7 10.6 1.13 1.77 1.16 0.529 0.590 0.890 0.984 0.717
EC-Earth3_CMIP6 [-] 10.6 10.6 10.4 0.224 0.961 0.624 0.692 0.694 0.953 0.976 0.802
ERA5_BARPA [-] 9.04 9.02 10.6 -1.56 2.05 1.32 0.438 0.635 0.850 0.904 0.692
ERA5_CCAM [-] 11.1 11.1 10.6 0.506 1.50 1.16 0.592 0.595 0.883 0.932 0.719
MPI-ESM1-2-HR_BARPA [-] 10.5 10.5 10.6 -0.112 1.72 1.63 0.543 0.552 0.803 0.983 0.687
MPI-ESM1-2-HR_CMIP6 [-] 9.03 9.03 10.1 -1.06 1.69 1.43 0.479 0.570 0.837 0.993 0.690
NorESM2-MM_BARPA [-] 8.72 8.69 10.6 -1.88 2.27 1.77 0.376 0.634 0.755 0.847 0.649
NorESM2-MM_CCAM [-] 10.9 10.8 10.6 0.215 1.47 1.88 0.609 0.588 0.756 0.923 0.693
NorESM2-MM_CMIP6 [-] 8.06 8.06 10.3 -2.27 2.47 1.81 0.326 0.630 0.760 0.767 0.622
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.1
ACCESS-CM2_BARPA [-] 14.0 14.0 12.1 1.89 2.28 0.985 0.439 0.586 0.932 0.989 0.707
ACCESS-CM2_CCAM [-] 14.0 13.9 12.1 1.81 2.28 1.09 0.454 0.550 0.916 0.982 0.690
ACCESS-CM2_CMIP6 [-] 10.2 10.2 11.6 -1.41 1.94 1.02 0.478 0.568 0.914 0.999 0.705
ACCESS-ESM1-5_BARPA [-] 13.8 13.7 12.1 1.68 1.95 0.716 0.480 0.666 0.946 0.987 0.749
ACCESS-ESM1-5_CCAM [-] 12.8 12.7 12.1 0.638 1.58 1.19 0.726 0.556 0.900 0.959 0.739
ACCESS-ESM1-5_CMIP6 [-] 9.93 9.93 11.8 -1.84 2.23 1.12 0.428 0.559 0.914 0.980 0.688
CESM2_BARPA [-] 14.8 14.8 12.1 2.70 2.86 0.575 0.306 0.671 0.946 0.992 0.717
CESM2_CCAM [-] 13.9 13.9 12.1 1.79 2.16 1.24 0.457 0.595 0.890 0.966 0.701
CMCC-ESM2_BARPA [-] 15.1 15.0 12.1 2.93 3.11 0.572 0.275 0.655 0.961 0.996 0.708
CMCC-ESM2_CCAM [-] 12.9 12.8 12.1 0.760 1.15 0.517 0.673 0.761 0.965 0.971 0.826
CMCC-ESM2_CMIP6 [-] 8.11 8.11 12.0 -3.85 3.92 0.391 0.179 0.756 0.974 0.986 0.730
CNRM-ESM2-1_CCAM [-] 13.5 13.5 12.1 1.40 1.79 0.844 0.538 0.662 0.943 0.984 0.758
CNRM-ESM2-1_CMIP6 [-] 12.6 12.6 11.9 0.722 1.01 0.535 0.729 0.761 0.965 0.999 0.843
EC-Earth3_BARPA [-] 15.1 15.0 12.1 2.98 3.16 0.474 0.269 0.650 0.968 0.997 0.707
EC-Earth3_CCAM [-] 13.2 13.1 12.1 1.03 1.52 0.680 0.611 0.650 0.954 0.990 0.771
EC-Earth3_CMIP6 [-] 11.5 11.5 12.0 -0.531 1.36 0.682 0.709 0.603 0.954 0.833 0.740
ERA5_BARPA [-] 14.1 14.0 12.1 1.94 2.11 0.0729 0.428 0.725 0.994 0.987 0.772
ERA5_CCAM [-] 12.8 12.7 12.1 0.622 1.01 0.304 0.718 0.783 0.980 0.971 0.847
MPI-ESM1-2-HR_BARPA [-] 15.4 15.3 12.1 3.22 3.44 0.940 0.241 0.590 0.935 0.999 0.671
MPI-ESM1-2-HR_CMIP6 [-] 10.3 10.3 11.9 -1.66 2.03 1.02 0.463 0.683 0.926 0.966 0.744
NorESM2-MM_BARPA [-] 14.0 13.9 12.1 1.82 2.19 0.938 0.453 0.622 0.885 0.974 0.711
NorESM2-MM_CCAM [-] 11.7 11.7 12.1 -0.395 1.18 0.525 0.752 0.669 0.960 0.925 0.795
NorESM2-MM_CMIP6 [-] 7.97 7.97 12.0 -3.99 4.11 0.548 0.158 0.644 0.964 0.734 0.629
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.5
ACCESS-CM2_BARPA [-] 13.6 13.5 11.5 1.97 2.32 1.16 0.441 0.614 0.900 0.996 0.713
ACCESS-CM2_CCAM [-] 13.0 12.8 11.5 1.34 2.18 1.86 0.562 0.517 0.773 0.970 0.668
ACCESS-CM2_CMIP6 [-] 9.85 9.85 11.0 -1.11 1.87 1.33 0.586 0.543 0.869 0.996 0.708
ACCESS-ESM1-5_BARPA [-] 13.8 13.6 11.5 2.15 2.42 1.20 0.408 0.642 0.882 0.998 0.715
ACCESS-ESM1-5_CCAM [-] 12.8 12.6 11.5 1.09 2.13 1.76 0.620 0.492 0.796 0.972 0.675
ACCESS-ESM1-5_CMIP6 [-] 10.2 10.2 11.1 -0.904 1.77 1.46 0.628 0.549 0.849 0.990 0.713
CESM2_BARPA [-] 14.7 14.5 11.5 3.03 3.25 1.83 0.286 0.618 0.729 0.997 0.650
CESM2_CCAM [-] 14.1 13.9 11.5 2.40 2.89 1.86 0.375 0.536 0.778 0.995 0.644
CMCC-ESM2_BARPA [-] 14.6 14.4 11.5 2.95 3.25 2.59 0.297 0.571 0.564 0.997 0.600
CMCC-ESM2_CCAM [-] 12.1 11.9 11.5 0.439 1.32 0.969 0.733 0.665 0.912 0.926 0.780
CMCC-ESM2_CMIP6 [-] 7.96 7.96 11.3 -3.36 3.48 0.309 0.239 0.711 0.972 0.996 0.726
CNRM-ESM2-1_CCAM [-] 13.1 12.9 11.5 1.46 1.87 0.925 0.538 0.645 0.931 0.973 0.746
CNRM-ESM2-1_CMIP6 [-] 12.7 12.7 11.2 1.47 1.66 0.679 0.529 0.731 0.944 0.996 0.786
EC-Earth3_BARPA [-] 14.6 14.4 11.5 2.94 3.25 0.845 0.299 0.592 0.933 0.994 0.682
EC-Earth3_CCAM [-] 12.4 12.2 11.5 0.730 1.86 0.984 0.673 0.522 0.927 0.972 0.723
EC-Earth3_CMIP6 [-] 11.5 11.5 11.2 0.271 2.07 0.896 0.666 0.484 0.936 0.903 0.695
ERA5_BARPA [-] 13.9 13.7 11.5 2.23 2.41 0.368 0.396 0.695 0.974 0.999 0.752
ERA5_CCAM [-] 12.5 12.3 11.5 0.819 1.30 0.562 0.664 0.718 0.961 0.975 0.808
MPI-ESM1-2-HR_BARPA [-] 14.9 14.7 11.5 3.18 3.43 1.04 0.272 0.598 0.909 0.993 0.674
MPI-ESM1-2-HR_CMIP6 [-] 10.3 10.3 11.4 -1.09 1.75 0.954 0.541 0.704 0.904 0.853 0.741
NorESM2-MM_BARPA [-] 13.4 13.2 11.5 1.76 2.10 0.719 0.479 0.643 0.898 0.996 0.732
NorESM2-MM_CCAM [-] 11.8 11.6 11.5 0.135 1.25 0.839 0.766 0.662 0.941 0.934 0.793
NorESM2-MM_CMIP6 [-] 8.28 8.28 11.3 -3.04 3.25 0.781 0.287 0.644 0.944 0.887 0.681
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.6
ACCESS-CM2_BARPA [-] 11.4 11.4 11.6 -0.218 1.55 0.218 0.809 0.552 0.984 0.961 0.772
ACCESS-CM2_CCAM [-] 12.8 12.8 11.6 1.20 1.87 0.808 0.612 0.559 0.906 0.998 0.727
ACCESS-CM2_CMIP6 [-] 9.77 9.77 11.5 -1.74 1.90 0.933 0.473 0.741 0.887 0.818 0.732
ACCESS-ESM1-5_BARPA [-] 12.1 12.0 11.6 0.453 1.53 0.434 0.722 0.582 0.970 0.927 0.756
ACCESS-ESM1-5_CCAM [-] 12.5 12.5 11.6 0.917 1.62 0.926 0.617 0.627 0.879 0.985 0.747
ACCESS-ESM1-5_CMIP6 [-] 10.1 10.1 11.5 -1.44 1.63 1.89 0.528 0.713 0.731 0.995 0.736
CESM2_BARPA [-] 11.5 11.5 11.6 -0.0933 1.52 0.583 0.803 0.563 0.961 0.939 0.766
CESM2_CCAM [-] 13.4 13.4 11.6 1.82 2.01 0.484 0.453 0.707 0.951 0.998 0.763
CMCC-ESM2_BARPA [-] 11.7 11.7 11.6 0.104 1.69 0.831 0.805 0.518 0.945 0.950 0.747
CMCC-ESM2_CCAM [-] 11.8 11.8 11.6 0.170 1.11 0.203 0.686 0.815 0.980 0.970 0.853
CMCC-ESM2_CMIP6 [-] 9.29 9.29 11.4 -2.06 2.27 0.944 0.412 0.738 0.856 0.994 0.748
CNRM-ESM2-1_CCAM [-] 12.5 12.5 11.6 0.876 1.59 1.71 0.582 0.687 0.802 0.963 0.744
CNRM-ESM2-1_CMIP6 [-] 11.6 11.6 11.4 0.194 0.832 2.25 0.814 0.749 0.690 0.991 0.799
EC-Earth3_BARPA [-] 12.9 12.9 11.6 1.29 1.79 0.737 0.524 0.650 0.922 0.900 0.729
EC-Earth3_CCAM [-] 12.8 12.8 11.6 1.21 1.68 1.44 0.522 0.771 0.835 0.947 0.769
EC-Earth3_CMIP6 [-] 11.6 11.6 11.5 0.105 0.852 1.73 0.838 0.738 0.804 0.865 0.796
ERA5_BARPA [-] 11.3 11.3 11.6 -0.256 1.43 0.0437 0.808 0.590 0.996 0.970 0.791
ERA5_CCAM [-] 12.1 12.1 11.6 0.515 1.29 0.0462 0.655 0.751 0.996 0.973 0.825
MPI-ESM1-2-HR_BARPA [-] 12.3 12.3 11.6 0.687 1.93 0.138 0.668 0.492 0.990 0.902 0.709
MPI-ESM1-2-HR_CMIP6 [-] 9.78 9.78 11.5 -1.74 1.92 0.803 0.455 0.773 0.942 0.981 0.785
NorESM2-MM_BARPA [-] 11.0 11.0 11.6 -0.609 1.82 0.646 0.746 0.507 0.957 0.979 0.739
NorESM2-MM_CCAM [-] 11.5 11.5 11.6 -0.123 1.28 0.0590 0.726 0.690 0.995 0.989 0.818
NorESM2-MM_CMIP6 [-] 8.30 8.30 11.4 -3.05 3.16 0.462 0.270 0.717 0.969 0.938 0.722
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.8
ACCESS-CM2_BARPA [-] 14.1 14.1 12.8 1.22 1.73 1.13 0.523 0.525 0.904 0.994 0.694
ACCESS-CM2_CCAM [-] 14.5 14.5 12.8 1.66 2.13 1.47 0.397 0.470 0.848 0.969 0.631
ACCESS-CM2_CMIP6 [-] 10.9 10.9 12.8 -1.96 2.15 1.09 0.321 0.626 0.914 0.986 0.695
ACCESS-ESM1-5_BARPA [-] 14.5 14.5 12.8 1.62 1.88 1.10 0.415 0.610 0.906 0.998 0.708
ACCESS-ESM1-5_CCAM [-] 14.3 14.3 12.8 1.49 1.96 1.28 0.459 0.517 0.882 0.969 0.669
ACCESS-ESM1-5_CMIP6 [-] 11.4 11.4 12.8 -1.44 1.74 1.06 0.437 0.591 0.918 0.981 0.704
CESM2_BARPA [-] 14.7 14.7 12.8 1.85 2.14 2.11 0.365 0.554 0.705 0.998 0.635
CESM2_CCAM [-] 15.2 15.2 12.8 2.38 2.60 1.72 0.268 0.555 0.796 0.998 0.634
CMCC-ESM2_BARPA [-] 14.7 14.6 12.8 1.81 2.35 4.33 0.373 0.429 0.281 0.999 0.502
CMCC-ESM2_CCAM [-] 13.5 13.5 12.8 0.641 1.23 1.56 0.665 0.596 0.800 0.969 0.725
CMCC-ESM2_CMIP6 [-] 9.95 9.95 12.8 -2.85 3.06 0.365 0.208 0.635 0.973 0.808 0.652
CNRM-ESM2-1_CCAM [-] 14.6 14.6 12.8 1.78 2.03 1.01 0.370 0.625 0.924 0.997 0.708
CNRM-ESM2-1_CMIP6 [-] 12.4 12.4 12.8 -0.368 0.889 0.511 0.672 0.765 0.964 0.905 0.814
EC-Earth3_BARPA [-] 15.4 15.4 12.8 2.56 2.62 0.722 0.234 0.721 0.927 0.985 0.718
EC-Earth3_CCAM [-] 14.7 14.7 12.8 1.85 2.06 0.868 0.357 0.672 0.930 0.984 0.723
EC-Earth3_CMIP6 [-] 13.4 13.4 12.8 0.616 1.41 0.421 0.587 0.585 0.971 0.867 0.719
ERA5_BARPA [-] 14.4 14.4 12.8 1.53 1.84 1.17 0.437 0.586 0.821 0.997 0.685
ERA5_CCAM [-] 14.4 14.4 12.8 1.55 1.78 0.800 0.431 0.687 0.934 0.955 0.739
MPI-ESM1-2-HR_BARPA [-] 15.4 15.4 12.8 2.55 2.65 0.980 0.235 0.676 0.911 0.986 0.697
MPI-ESM1-2-HR_CMIP6 [-] 11.1 11.1 12.8 -1.69 1.82 0.658 0.366 0.760 0.953 0.980 0.764
NorESM2-MM_BARPA [-] 13.6 13.6 12.8 0.732 1.95 4.16 0.660 0.374 0.303 0.996 0.541
NorESM2-MM_CCAM [-] 13.1 13.1 12.8 0.251 1.42 2.10 0.684 0.503 0.689 0.998 0.675
NorESM2-MM_CMIP6 [-] 9.48 9.48 12.8 -3.32 3.43 1.70 0.147 0.640 0.752 0.986 0.633
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 12.5
ACCESS-CM2_BARPA [-] 13.7 13.7 12.5 1.23 1.86 0.875 0.535 0.499 0.907 0.942 0.676
ACCESS-CM2_CCAM [-] 15.1 15.1 12.5 2.59 2.90 1.26 0.247 0.483 0.853 0.930 0.599
ACCESS-CM2_CMIP6 [-] 10.9 10.9 12.4 -1.54 1.68 1.39 0.436 0.710 0.843 0.982 0.736
ACCESS-ESM1-5_BARPA [-] 14.4 14.4 12.5 1.95 2.24 1.01 0.354 0.589 0.880 0.956 0.674
ACCESS-ESM1-5_CCAM [-] 15.2 15.2 12.5 2.76 3.03 1.34 0.226 0.506 0.854 0.978 0.614
ACCESS-ESM1-5_CMIP6 [-] 11.6 11.6 12.3 -0.648 1.19 1.09 0.623 0.679 0.875 0.982 0.768
CESM2_BARPA [-] 14.2 14.2 12.5 1.71 2.17 1.44 0.414 0.508 0.791 0.990 0.642
CESM2_CCAM [-] 15.5 15.5 12.5 3.07 3.29 1.61 0.184 0.520 0.768 0.945 0.587
CMCC-ESM2_BARPA [-] 14.0 14.0 12.5 1.56 2.40 1.94 0.448 0.382 0.696 0.983 0.578
CMCC-ESM2_CCAM [-] 14.1 14.1 12.5 1.59 1.87 0.978 0.441 0.615 0.882 0.869 0.684
CMCC-ESM2_CMIP6 [-] 10.2 10.2 12.4 -2.19 2.28 0.886 0.298 0.737 0.886 0.949 0.721
CNRM-ESM2-1_CCAM [-] 14.8 14.8 12.5 2.36 2.53 1.12 0.279 0.608 0.877 0.894 0.653
CNRM-ESM2-1_CMIP6 [-] 12.8 12.8 12.3 0.450 1.12 1.45 0.589 0.728 0.781 0.970 0.759
EC-Earth3_BARPA [-] 15.1 15.1 12.5 2.62 2.76 0.969 0.236 0.638 0.880 0.940 0.666
EC-Earth3_CCAM [-] 15.3 15.3 12.5 2.86 2.93 1.27 0.208 0.708 0.874 0.933 0.686
EC-Earth3_CMIP6 [-] 13.6 13.6 12.4 1.21 1.42 1.05 0.512 0.694 0.903 0.989 0.758
ERA5_BARPA [-] 13.8 13.7 12.5 1.27 1.88 1.08 0.525 0.491 0.838 0.965 0.662
ERA5_CCAM [-] 15.0 15.0 12.5 2.56 2.71 0.867 0.254 0.624 0.891 0.979 0.674
MPI-ESM1-2-HR_BARPA [-] 14.8 14.8 12.5 2.34 2.65 1.13 0.281 0.527 0.889 0.967 0.638
MPI-ESM1-2-HR_CMIP6 [-] 11.6 11.6 12.4 -0.869 1.17 1.03 0.577 0.743 0.881 0.961 0.781
NorESM2-MM_BARPA [-] 13.0 13.0 12.5 0.534 1.79 1.63 0.687 0.417 0.741 0.914 0.635
NorESM2-MM_CCAM [-] 13.8 13.8 12.5 1.32 2.11 1.49 0.518 0.419 0.792 0.911 0.612
NorESM2-MM_CMIP6 [-] 10.1 10.1 12.4 -2.28 2.61 1.44 0.277 0.499 0.781 0.996 0.610
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 7.47
ACCESS-CM2_BARPA [-] 7.81 7.61 7.47 0.144 1.01 0.212 0.630 0.630 0.984 0.892 0.753
ACCESS-CM2_CCAM [-] 9.89 9.67 7.47 2.20 2.55 0.154 0.217 0.385 0.990 0.993 0.594
ACCESS-CM2_CMIP6 [-] 5.24 5.24 6.54 -1.30 1.47 0.497 0.285 0.537 0.968 0.994 0.664
ACCESS-ESM1-5_BARPA [-] 8.08 7.87 7.47 0.401 1.17 0.388 0.604 0.549 0.967 0.925 0.718
ACCESS-ESM1-5_CCAM [-] 9.71 9.47 7.47 2.00 2.34 0.498 0.247 0.415 0.946 0.992 0.603
ACCESS-ESM1-5_CMIP6 [-] 3.54 3.54 4.47 -0.934 1.19 1.03 0.232 0.317 0.930 1.00 0.559
CESM2_BARPA [-] 7.70 7.50 7.47 0.0330 1.01 0.425 0.616 0.629 0.973 0.881 0.745
CESM2_CCAM [-] 9.39 9.17 7.47 1.70 2.00 0.116 0.316 0.492 0.990 0.979 0.654
CMCC-ESM2_BARPA [-] 7.88 7.70 7.47 0.229 0.878 0.155 0.650 0.732 0.988 0.874 0.795
CMCC-ESM2_CCAM [-] 9.49 9.31 7.47 1.84 1.96 0.0963 0.285 0.650 0.994 0.968 0.709
CMCC-ESM2_CMIP6 [-] 5.04 5.04 6.66 -1.62 1.66 0.495 0.399 0.830 0.968 0.700 0.745
CNRM-ESM2-1_CCAM [-] 9.91 9.69 7.47 2.22 2.53 1.14 0.217 0.402 0.899 0.985 0.581
CNRM-ESM2-1_CMIP6 [-] 5.57 5.57 5.82 -0.251 0.732 1.03 0.774 0.459 0.930 0.561 0.637
EC-Earth3_BARPA [-] 8.33 8.12 7.47 0.654 1.10 0.338 0.565 0.667 0.960 0.952 0.762
EC-Earth3_CCAM [-] 9.68 9.47 7.47 2.00 2.21 0.400 0.244 0.530 0.962 0.989 0.651
EC-Earth3_CMIP6 [-] 8.09 8.09 7.21 0.876 1.05 0.854 0.499 0.720 0.904 0.971 0.763
ERA5_BARPA [-] 7.77 7.58 7.47 0.111 0.903 0.135 0.640 0.720 0.989 0.885 0.791
ERA5_CCAM [-] 9.80 9.61 7.47 2.13 2.34 0.116 0.222 0.514 0.990 0.991 0.646
MPI-ESM1-2-HR_BARPA [-] 8.00 7.79 7.47 0.323 1.14 0.193 0.637 0.543 0.983 0.893 0.720
MPI-ESM1-2-HR_CMIP6 [-] 6.67 6.67 7.34 -0.668 1.54 0.00 0.391 0.434 1.00 0.192 0.490
NorESM2-MM_BARPA [-] 7.61 7.43 7.47 -0.0369 0.914 0.501 0.619 0.724 0.966 0.851 0.777
NorESM2-MM_CCAM [-] 9.46 9.25 7.47 1.78 2.17 0.115 0.285 0.421 0.993 0.992 0.622
NorESM2-MM_CMIP6 [-] 5.23 5.23 6.66 -1.43 1.58 0.00 0.331 0.594 1.00 0.508 0.605
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 6.36
ACCESS-CM2_BARPA [-] 6.06 5.80 6.36 -0.557 0.898 0.484 0.541 0.749 0.957 0.926 0.784
ACCESS-CM2_CCAM [-] 7.85 7.56 6.36 1.20 1.50 0.328 0.408 0.511 0.969 0.992 0.678
ACCESS-CM2_CMIP6 [-] 2.84 2.84 4.98 -2.15 2.15 0.00 0.0883 0.896 1.00 1.00 0.776
ACCESS-ESM1-5_BARPA [-] 6.14 5.88 6.36 -0.481 0.906 0.534 0.575 0.683 0.953 0.949 0.769
ACCESS-ESM1-5_CCAM [-] 7.27 6.98 6.36 0.622 1.10 0.440 0.579 0.552 0.968 0.992 0.728
ACCESS-ESM1-5_CMIP6 [-] 4.68 4.68 6.43 -1.75 2.11 0.00 0.281 0.520 1.00 0.422 0.549
CESM2_BARPA [-] 6.05 5.81 6.36 -0.555 0.936 0.471 0.544 0.695 0.960 0.917 0.762
CESM2_CCAM [-] 7.28 7.01 6.36 0.653 1.06 0.995 0.569 0.601 0.896 0.969 0.727
CMCC-ESM2_BARPA [-] 6.19 5.94 6.36 -0.419 0.823 0.503 0.580 0.752 0.958 0.923 0.793
CMCC-ESM2_CCAM [-] 7.94 7.67 6.36 1.31 1.47 0.456 0.389 0.625 0.967 0.982 0.718
CMCC-ESM2_CMIP6 [-] 4.87 4.87 6.12 -1.25 2.48 0.333 0.144 0.694 0.979 0.372 0.576
CNRM-ESM2-1_CCAM [-] 7.49 7.22 6.36 0.857 1.16 0.926 0.508 0.601 0.932 0.992 0.727
CNRM-ESM2-1_CMIP6 [-] 5.22 5.22 5.57 -0.353 0.622 1.36 0.709 0.635 0.871 0.999 0.770
EC-Earth3_BARPA [-] 6.49 6.21 6.36 -0.149 0.758 0.500 0.637 0.715 0.958 0.964 0.798
EC-Earth3_CCAM [-] 7.65 7.36 6.36 1.00 1.24 0.503 0.458 0.623 0.958 0.992 0.731
EC-Earth3_CMIP6 [-] 7.26 7.26 6.08 1.17 1.29 0.368 0.372 0.743 0.976 0.982 0.763
ERA5_BARPA [-] 6.28 6.03 6.36 -0.333 0.758 0.283 0.597 0.784 0.978 0.908 0.810
ERA5_CCAM [-] 7.98 7.69 6.36 1.33 1.49 0.456 0.378 0.609 0.961 0.989 0.709
MPI-ESM1-2-HR_BARPA [-] 6.10 5.85 6.36 -0.506 0.926 0.471 0.555 0.678 0.960 0.925 0.759
MPI-ESM1-2-HR_CMIP6 [-] 5.05 5.05 5.70 -0.644 1.43 0.389 0.320 0.502 0.975 0.980 0.655
NorESM2-MM_BARPA [-] 6.09 5.84 6.36 -0.517 0.869 0.425 0.545 0.775 0.963 0.906 0.793
NorESM2-MM_CCAM [-] 7.43 7.15 6.36 0.789 1.24 0.426 0.531 0.528 0.963 0.984 0.707
NorESM2-MM_CMIP6 [-] 4.94 4.94 6.12 -1.18 1.27 0.00 0.414 0.755 1.00 0.807 0.746
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 9.21
ACCESS-CM2_BARPA [-] 8.37 8.36 9.21 -0.852 1.70 0.472 0.456 0.703 0.953 0.978 0.759
ACCESS-CM2_CCAM [-] 11.3 11.3 9.21 2.08 2.49 0.841 0.346 0.470 0.908 0.939 0.627
ACCESS-CM2_CMIP6 [-] 6.58 6.58 7.35 -0.772 1.36 0.691 0.403 0.459 0.954 0.829 0.621
ACCESS-ESM1-5_BARPA [-] 8.83 8.81 9.21 -0.402 1.60 0.731 0.471 0.684 0.944 0.988 0.754
ACCESS-ESM1-5_CCAM [-] 11.1 11.1 9.21 1.90 2.28 0.960 0.366 0.498 0.875 0.942 0.636
ACCESS-ESM1-5_CMIP6 [-] 6.34 6.34 8.03 -1.68 1.96 1.71 0.266 0.442 0.745 0.962 0.572
CESM2_BARPA [-] 8.29 8.29 9.21 -0.925 1.61 0.329 0.459 0.764 0.969 0.963 0.784
CESM2_CCAM [-] 11.7 11.8 9.21 2.54 2.83 0.490 0.272 0.501 0.954 0.979 0.641
CMCC-ESM2_BARPA [-] 8.31 8.32 9.21 -0.889 1.62 0.209 0.449 0.782 0.978 0.969 0.792
CMCC-ESM2_CCAM [-] 10.3 10.4 9.21 1.14 1.43 0.394 0.531 0.745 0.941 0.851 0.763
CMCC-ESM2_CMIP6 [-] 6.50 6.50 8.08 -1.58 1.85 1.54 0.329 0.659 0.745 0.988 0.676
CNRM-ESM2-1_CCAM [-] 11.3 11.3 9.21 2.13 2.52 1.74 0.336 0.468 0.801 0.954 0.606
CNRM-ESM2-1_CMIP6 [-] 7.58 7.58 8.33 -0.743 1.06 2.05 0.627 0.614 0.745 0.996 0.719
EC-Earth3_BARPA [-] 8.83 8.85 9.21 -0.367 1.66 1.06 0.456 0.686 0.891 0.991 0.742
EC-Earth3_CCAM [-] 11.1 11.1 9.21 1.92 2.21 1.65 0.368 0.551 0.815 0.931 0.643
EC-Earth3_CMIP6 [-] 10.1 10.1 9.11 1.00 1.55 1.70 0.440 0.667 0.808 0.748 0.666
ERA5_BARPA [-] 8.18 8.19 9.21 -1.02 1.68 0.180 0.443 0.761 0.976 0.966 0.782
ERA5_CCAM [-] 10.7 10.7 9.21 1.50 1.80 0.378 0.447 0.616 0.950 0.897 0.705
MPI-ESM1-2-HR_BARPA [-] 9.05 9.05 9.21 -0.165 1.66 0.302 0.484 0.620 0.974 0.992 0.738
MPI-ESM1-2-HR_CMIP6 [-] 8.88 8.88 9.19 -0.308 1.57 0.518 0.642 0.456 0.946 0.398 0.580
NorESM2-MM_BARPA [-] 7.99 7.99 9.21 -1.22 1.79 0.590 0.413 0.750 0.956 0.951 0.764
NorESM2-MM_CCAM [-] 10.7 10.7 9.21 1.49 1.89 0.452 0.437 0.577 0.950 0.928 0.694
NorESM2-MM_CMIP6 [-] 6.34 6.34 8.08 -1.74 1.89 0.853 0.328 0.601 0.904 0.993 0.685
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.58
ACCESS-CM2_BARPA [-] 8.80 8.81 8.58 0.231 1.23 0.588 0.731 0.655 0.962 0.797 0.760
ACCESS-CM2_CCAM [-] 11.2 11.2 8.58 2.60 2.88 0.0793 0.312 0.561 0.995 0.940 0.674
ACCESS-CM2_CMIP6 [-] 4.28 4.28 6.72 -2.43 2.47 0.328 0.198 0.802 0.979 0.964 0.749
ACCESS-ESM1-5_BARPA [-] 9.28 9.28 8.58 0.708 1.40 0.0676 0.682 0.625 0.996 0.866 0.759
ACCESS-ESM1-5_CCAM [-] 10.5 10.5 8.58 1.91 2.18 0.0676 0.431 0.619 0.996 0.936 0.720
ACCESS-ESM1-5_CMIP6 [-] 8.09 8.09 9.51 -1.42 1.61 0.517 0.555 0.740 0.965 0.992 0.798
CESM2_BARPA [-] 8.58 8.58 8.58 0.00604 1.16 0.430 0.727 0.676 0.972 0.789 0.768
CESM2_CCAM [-] 11.1 11.0 8.58 2.43 2.60 0.0794 0.330 0.646 0.995 0.952 0.714
CMCC-ESM2_BARPA [-] 8.83 8.83 8.58 0.257 1.15 0.0677 0.737 0.686 0.996 0.826 0.786
CMCC-ESM2_CCAM [-] 10.4 10.3 8.58 1.75 1.86 0.0676 0.476 0.781 0.996 0.905 0.788
CMCC-ESM2_CMIP6 [-] 6.90 6.90 8.07 -1.17 1.24 0.00 0.547 0.817 1.00 0.984 0.833
CNRM-ESM2-1_CCAM [-] 10.5 10.5 8.58 1.94 2.16 1.38 0.436 0.657 0.854 0.924 0.706
CNRM-ESM2-1_CMIP6 [-] 5.41 5.41 5.66 -0.248 0.543 2.05 0.816 0.673 0.745 1.00 0.782
EC-Earth3_BARPA [-] 9.87 9.88 8.58 1.31 1.61 0.114 0.547 0.702 0.991 0.922 0.773
EC-Earth3_CCAM [-] 10.8 10.8 8.58 2.21 2.31 0.506 0.390 0.739 0.954 0.950 0.754
EC-Earth3_CMIP6 [-] 9.23 9.23 8.06 1.18 1.38 1.11 0.527 0.724 0.916 0.981 0.775
ERA5_BARPA [-] 8.73 8.73 8.58 0.150 1.02 0.0676 0.720 0.753 0.996 0.785 0.801
ERA5_CCAM [-] 10.4 10.4 8.58 1.80 1.94 0.0676 0.464 0.731 0.996 0.919 0.768
MPI-ESM1-2-HR_BARPA [-] 9.01 9.02 8.58 0.445 1.42 0.0676 0.738 0.583 0.996 0.813 0.743
MPI-ESM1-2-HR_CMIP6 [-] 8.14 8.14 8.35 -0.219 1.15 0.00 0.728 0.639 1.00 0.931 0.787
NorESM2-MM_BARPA [-] 8.48 8.48 8.58 -0.0928 1.12 0.226 0.707 0.713 0.986 0.771 0.778
NorESM2-MM_CCAM [-] 9.88 9.83 8.58 1.25 1.53 0.0912 0.561 0.734 0.994 0.866 0.778
NorESM2-MM_CMIP6 [-] 6.58 6.58 8.07 -1.49 1.66 0.00 0.471 0.688 1.00 0.947 0.759
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 10.1
ACCESS-CM2_BARPA [-] 11.5 11.1 10.1 0.994 1.94 0.519 0.590 0.422 0.934 0.991 0.672
ACCESS-CM2_CCAM [-] 12.9 12.6 10.1 2.51 2.87 0.382 0.267 0.473 0.961 0.994 0.634
ACCESS-CM2_CMIP6 [-] 7.33 7.33 7.41 -0.0743 1.03 0.517 0.655 0.433 0.936 0.998 0.691
ACCESS-ESM1-5_BARPA [-] 12.2 11.8 10.1 1.68 2.28 0.416 0.414 0.444 0.952 0.998 0.651
ACCESS-ESM1-5_CCAM [-] 12.1 11.9 10.1 1.79 2.21 0.528 0.399 0.532 0.953 0.997 0.683
ACCESS-ESM1-5_CMIP6 [-] 10.5 10.5 10.2 0.351 1.25 1.03 0.670 0.624 0.930 0.594 0.689
CESM2_BARPA [-] 11.5 11.2 10.1 1.06 1.96 0.666 0.564 0.436 0.926 0.997 0.672
CESM2_CCAM [-] 13.0 12.7 10.1 2.61 2.85 0.425 0.249 0.542 0.961 0.998 0.658
CMCC-ESM2_BARPA [-] 11.6 11.3 10.1 1.17 2.16 0.817 0.537 0.398 0.899 0.997 0.646
CMCC-ESM2_CCAM [-] 11.5 11.3 10.1 1.19 1.70 0.374 0.477 0.665 0.942 0.995 0.749
CMCC-ESM2_CMIP6 [-] 7.45 7.45 9.64 -2.19 2.23 0.00 0.330 0.811 1.00 0.992 0.789
CNRM-ESM2-1_CCAM [-] 11.8 11.6 10.1 1.48 1.98 1.26 0.424 0.609 0.864 0.995 0.700
CNRM-ESM2-1_CMIP6 [-] 11.2 11.2 9.99 1.17 1.40 1.84 0.517 0.649 0.747 0.983 0.709
EC-Earth3_BARPA [-] 13.0 12.5 10.1 2.44 2.74 0.319 0.283 0.507 0.963 0.992 0.651
EC-Earth3_CCAM [-] 12.2 12.0 10.1 1.91 2.20 0.794 0.369 0.686 0.924 0.988 0.731
EC-Earth3_CMIP6 [-] 9.86 9.86 9.07 0.789 1.65 1.33 0.415 0.704 0.876 0.925 0.725
ERA5_BARPA [-] 11.4 11.1 10.1 0.956 1.80 0.416 0.597 0.462 0.933 0.991 0.689
ERA5_CCAM [-] 11.8 11.5 10.1 1.44 1.93 0.257 0.428 0.628 0.966 0.995 0.729
MPI-ESM1-2-HR_BARPA [-] 12.1 11.7 10.1 1.58 2.33 0.424 0.438 0.397 0.948 0.998 0.636
MPI-ESM1-2-HR_CMIP6 [-] 9.70 9.70 9.86 -0.166 1.23 1.26 0.598 0.631 0.881 0.689 0.686
NorESM2-MM_BARPA [-] 10.9 10.5 10.1 0.427 1.87 0.675 0.703 0.408 0.915 0.982 0.683
NorESM2-MM_CCAM [-] 10.9 10.7 10.1 0.631 1.70 0.451 0.565 0.526 0.929 0.991 0.707
NorESM2-MM_CMIP6 [-] 7.40 7.40 9.64 -2.24 2.51 0.891 0.307 0.572 0.896 0.987 0.667
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 11.3
ACCESS-CM2_BARPA [-] 12.0 11.9 11.3 0.640 1.46 0.735 0.730 0.566 0.947 0.995 0.760
ACCESS-CM2_CCAM [-] 14.1 14.0 11.3 2.72 2.89 0.477 0.291 0.630 0.965 0.992 0.701
ACCESS-CM2_CMIP6 [-] 9.92 9.92 10.8 -0.851 1.37 0.476 0.571 0.715 0.968 0.984 0.790
ACCESS-ESM1-5_BARPA [-] 12.9 12.8 11.3 1.54 1.93 0.326 0.491 0.599 0.974 0.999 0.732
ACCESS-ESM1-5_CCAM [-] 14.0 13.9 11.3 2.61 2.74 0.497 0.311 0.672 0.963 0.998 0.723
ACCESS-ESM1-5_CMIP6 [-] 10.1 10.1 10.8 -0.672 1.38 1.27 0.595 0.693 0.868 0.958 0.761
CESM2_BARPA [-] 12.2 12.2 11.3 0.861 1.61 0.102 0.667 0.557 0.990 0.997 0.753
CESM2_CCAM [-] 13.9 13.8 11.3 2.49 2.77 0.135 0.329 0.580 0.985 0.994 0.694
CMCC-ESM2_BARPA [-] 12.3 12.2 11.3 0.948 1.59 0.138 0.646 0.573 0.983 0.998 0.755
CMCC-ESM2_CCAM [-] 13.0 12.9 11.3 1.63 1.74 0.494 0.481 0.793 0.959 0.980 0.802
CMCC-ESM2_CMIP6 [-] 8.78 8.78 10.9 -2.15 2.20 0.719 0.388 0.835 0.920 0.967 0.789
CNRM-ESM2-1_CCAM [-] 13.3 13.2 11.3 1.86 2.05 1.07 0.445 0.696 0.884 0.987 0.742
CNRM-ESM2-1_CMIP6 [-] 11.5 11.5 10.9 0.642 1.08 1.95 0.699 0.710 0.738 0.995 0.770
EC-Earth3_BARPA [-] 13.0 12.9 11.3 1.57 2.07 0.862 0.489 0.552 0.939 0.999 0.706
EC-Earth3_CCAM [-] 13.6 13.5 11.3 2.23 2.35 0.826 0.384 0.728 0.942 0.998 0.756
EC-Earth3_CMIP6 [-] 12.2 12.2 11.3 0.954 1.29 1.05 0.616 0.719 0.917 0.998 0.794
ERA5_BARPA [-] 11.9 11.9 11.3 0.550 1.31 0.324 0.752 0.604 0.973 0.995 0.786
ERA5_CCAM [-] 13.7 13.6 11.3 2.26 2.38 0.135 0.373 0.729 0.987 0.995 0.763
MPI-ESM1-2-HR_BARPA [-] 12.7 12.6 11.3 1.29 2.12 0.851 0.552 0.473 0.939 0.994 0.686
MPI-ESM1-2-HR_CMIP6 [-] 10.6 10.6 11.3 -0.697 1.03 0.914 0.684 0.788 0.935 0.868 0.813
NorESM2-MM_BARPA [-] 11.5 11.5 11.3 0.152 1.30 0.158 0.816 0.582 0.985 0.984 0.790
NorESM2-MM_CCAM [-] 13.2 13.1 11.3 1.79 2.14 0.300 0.450 0.595 0.974 0.981 0.719
NorESM2-MM_CMIP6 [-] 8.43 8.43 10.9 -2.50 2.73 0.676 0.304 0.628 0.936 0.966 0.692
Download Data
Period Mean (original grids) [degC]
Model Period Mean (intersection) [degC]
Benchmark Period Mean (intersection) [degC]
Model Period Mean (complement) [degC]
Benchmark Period Mean (complement) [degC]
Bias [degC]
RMSE [degC]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 8.34
ACCESS-CM2_BARPA [-] 10.2 9.97 8.34 1.63 2.07 1.17 0.409 0.540 0.881 0.966 0.667
ACCESS-CM2_CCAM [-] 10.9 10.7 8.34 2.32 2.71 1.92 0.281 0.464 0.747 0.995 0.590
ACCESS-CM2_CMIP6 [-] 5.01 5.01 6.61 -1.60 1.97 1.22 0.329 0.540 0.896 0.933 0.648
ACCESS-ESM1-5_BARPA [-] 9.91 9.67 8.34 1.32 1.82 1.50 0.468 0.547 0.835 0.980 0.676
ACCESS-ESM1-5_CCAM [-] 10.1 9.82 8.34 1.48 1.99 1.67 0.447 0.487 0.802 0.996 0.644
ACCESS-ESM1-5_CMIP6 [-] 5.65 5.65 6.87 -1.22 2.54 1.52 0.221 0.393 0.841 0.507 0.471
CESM2_BARPA [-] 11.0 10.7 8.34 2.40 2.55 1.20 0.280 0.656 0.879 0.962 0.687
CESM2_CCAM [-] 10.7 10.5 8.34 2.15 2.46 1.76 0.311 0.513 0.779 0.997 0.623
CMCC-ESM2_BARPA [-] 11.0 10.7 8.34 2.36 2.54 1.02 0.286 0.650 0.890 0.952 0.686
CMCC-ESM2_CCAM [-] 10.2 10.0 8.34 1.67 1.86 1.27 0.407 0.636 0.869 0.992 0.708
CMCC-ESM2_CMIP6 [-] 5.63 5.63 8.00 -2.37 2.50 0.796 0.315 0.669 0.934 0.814 0.680
CNRM-ESM2-1_CCAM [-] 10.9 10.7 8.34 2.32 2.51 0.978 0.291 0.601 0.903 0.991 0.678
CNRM-ESM2-1_CMIP6 [-] 8.41 8.41 6.99 1.43 1.67 0.848 0.444 0.595 0.944 0.845 0.685
EC-Earth3_BARPA [-] 10.9 10.6 8.34 2.25 2.65 0.951 0.300 0.478 0.921 0.985 0.632
EC-Earth3_CCAM [-] 10.2 9.95 8.34 1.60 1.94 1.30 0.415 0.560 0.867 0.985 0.677
EC-Earth3_CMIP6 [-] 9.13 9.13 8.38 0.751 1.74 1.02 0.614 0.469 0.922 0.724 0.640
ERA5_BARPA [-] 10.1 9.86 8.34 1.52 1.76 0.401 0.426 0.688 0.957 0.987 0.749
ERA5_CCAM [-] 10.0 9.79 8.34 1.46 1.63 0.911 0.453 0.685 0.913 0.986 0.744
MPI-ESM1-2-HR_BARPA [-] 10.7 10.5 8.34 2.13 2.54 1.07 0.332 0.494 0.909 0.940 0.634
MPI-ESM1-2-HR_CMIP6 [-] 8.11 8.11 6.87 1.24 2.41 1.08 0.343 0.494 0.905 0.943 0.636
NorESM2-MM_BARPA [-] 10.2 9.94 8.34 1.60 1.81 0.958 0.408 0.670 0.886 0.995 0.726
NorESM2-MM_CCAM [-] 9.24 9.02 8.34 0.678 1.12 0.927 0.636 0.672 0.924 0.962 0.773
NorESM2-MM_CMIP6 [-] 5.56 5.56 8.00 -2.43 2.69 1.13 0.315 0.517 0.892 0.840 0.616

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 18:28:11 2024: ncatted -a missing_value,DTR,d,, /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/DTR/v20240411/DTR_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc.tmp Wed Aug 28 15:15:28 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/DTR/v20240411/DTR_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231.nc /g/data/xv83/users/bxn599/ACS/icclim_indices_acs/era5/indices/none/none/AUS-25/ECMWF/ERA5/historical/r1i1p1f1/none/none/climdex/DTR/v20240411/DTR_AUS-25_ERA5_historical_r1i1p1f1_ECMWF_none_none_mon_19790101-20211231_compressed.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:
DTR

  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)