Mean State

Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 29.1
ACCESS-CM2_BARPA [-] 28.9 28.9 29.1 -0.263 1.21 0.390 0.883 0.814 0.972 0.995 0.896
ACCESS-CM2_CCAM [-] 28.9 28.9 29.1 -0.256 1.47 0.259 0.865 0.776 0.982 0.994 0.878
ACCESS-CM2_CMIP6 [-] 27.7 27.7 29.1 -1.38 1.85 0.331 0.756 0.788 0.976 1.00 0.862
ACCESS-ESM1-5_BARPA [-] 29.9 29.9 29.1 0.760 1.28 0.314 0.836 0.833 0.975 0.997 0.895
ACCESS-ESM1-5_CCAM [-] 29.3 29.3 29.1 0.203 1.25 0.323 0.896 0.799 0.978 0.999 0.894
ACCESS-ESM1-5_CMIP6 [-] 28.2 28.2 29.2 -0.979 1.58 0.486 0.803 0.808 0.966 0.998 0.877
CESM2_BARPA [-] 28.7 28.7 29.1 -0.473 1.52 0.397 0.812 0.816 0.960 0.966 0.874
CESM2_CCAM [-] 29.0 29.0 29.1 -0.0991 1.24 0.293 0.881 0.807 0.980 0.997 0.894
CMCC-ESM2_BARPA [-] 29.2 29.2 29.1 0.0491 1.57 0.473 0.838 0.779 0.944 0.972 0.862
CMCC-ESM2_CCAM [-] 28.2 28.2 29.1 -0.970 1.47 0.308 0.810 0.822 0.977 0.999 0.886
CMCC-ESM2_CMIP6 [-] 27.5 27.5 29.1 -1.62 2.01 0.604 0.713 0.806 0.935 0.997 0.851
CNRM-ESM2-1_CCAM [-] 27.3 27.3 29.1 -1.85 2.21 0.585 0.678 0.833 0.960 0.961 0.853
CNRM-ESM2-1_CMIP6 [-] 28.8 28.8 29.1 -0.351 1.12 0.536 0.854 0.859 0.963 0.995 0.906
EC-Earth3_BARPA [-] 30.2 30.2 29.1 1.04 1.38 0.224 0.807 0.857 0.982 0.999 0.900
EC-Earth3_CCAM [-] 29.8 29.8 29.1 0.670 1.65 0.280 0.766 0.838 0.978 0.946 0.873
EC-Earth3_CMIP6 [-] 29.3 29.3 29.1 0.159 1.51 0.410 0.794 0.817 0.968 0.960 0.871
ERA5_BARPA [-] 28.6 28.6 29.1 -0.494 1.01 0.296 0.875 0.870 0.973 0.992 0.916
ERA5_CCAM [-] 28.5 28.5 29.1 -0.617 1.05 0.220 0.840 0.879 0.983 0.995 0.915
MPI-ESM1-2-HR_BARPA [-] 29.3 29.3 29.1 0.183 1.09 0.347 0.882 0.834 0.975 0.988 0.903
MPI-ESM1-2-HR_CMIP6 [-] 29.3 29.3 29.2 0.159 1.16 0.408 0.891 0.817 0.972 0.996 0.898
NorESM2-MM_BARPA [-] 27.9 27.9 29.1 -1.23 2.03 0.390 0.770 0.768 0.968 0.985 0.852
NorESM2-MM_CCAM [-] 26.2 26.2 29.1 -2.97 3.14 0.359 0.555 0.828 0.975 0.994 0.836
NorESM2-MM_CMIP6 [-] 26.8 26.8 29.1 -2.32 2.47 0.289 0.630 0.858 0.980 0.999 0.865
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 25.7
ACCESS-CM2_BARPA [-] 25.0 25.0 25.7 -0.622 1.16 0.00 0.896 0.848 1.00 0.995 0.925
ACCESS-CM2_CCAM [-] 25.3 25.3 25.7 -0.401 1.32 0.00 0.915 0.813 1.00 1.00 0.919
ACCESS-CM2_CMIP6 [-] 23.9 23.9 25.6 -1.68 1.99 0.00 0.750 0.836 1.00 0.973 0.884
ACCESS-ESM1-5_BARPA [-] 26.1 26.1 25.7 0.435 0.993 0.0848 0.918 0.863 0.995 0.997 0.934
ACCESS-ESM1-5_CCAM [-] 25.7 25.7 25.7 0.0407 0.918 0.0574 0.947 0.864 0.996 0.998 0.942
ACCESS-ESM1-5_CMIP6 [-] 24.8 24.8 25.8 -1.08 1.63 0.636 0.803 0.844 0.958 0.910 0.875
CESM2_BARPA [-] 24.7 24.7 25.7 -0.980 1.45 0.0179 0.844 0.836 0.999 0.989 0.908
CESM2_CCAM [-] 26.0 26.0 25.7 0.325 1.25 0.0834 0.923 0.818 0.994 0.996 0.920
CMCC-ESM2_BARPA [-] 25.3 25.3 25.7 -0.335 1.13 0.0701 0.938 0.834 0.996 0.992 0.928
CMCC-ESM2_CCAM [-] 24.4 24.4 25.7 -1.29 1.45 0.138 0.802 0.898 0.991 0.999 0.920
CMCC-ESM2_CMIP6 [-] 23.8 23.8 25.6 -1.82 2.15 0.468 0.724 0.853 0.970 0.938 0.869
CNRM-ESM2-1_CCAM [-] 24.0 24.0 25.7 -1.70 2.08 1.00 0.742 0.821 0.934 0.984 0.865
CNRM-ESM2-1_CMIP6 [-] 25.1 25.1 25.9 -0.828 1.29 1.00 0.860 0.858 0.934 0.991 0.905
EC-Earth3_BARPA [-] 26.8 26.8 25.7 1.11 1.30 0.00268 0.824 0.892 1.00 0.999 0.925
EC-Earth3_CCAM [-] 26.9 26.9 25.7 1.24 1.42 0.00 0.806 0.888 1.00 0.995 0.918
EC-Earth3_CMIP6 [-] 26.4 26.4 25.7 0.671 1.06 0.277 0.889 0.878 0.981 0.971 0.924
ERA5_BARPA [-] 24.9 24.9 25.7 -0.816 1.08 0.00 0.867 0.892 1.00 0.991 0.933
ERA5_CCAM [-] 24.7 24.7 25.7 -1.01 1.11 0.00 0.839 0.935 1.00 0.998 0.942
MPI-ESM1-2-HR_BARPA [-] 26.1 26.1 25.7 0.433 1.17 0.00180 0.920 0.831 1.00 0.997 0.925
MPI-ESM1-2-HR_CMIP6 [-] 25.9 25.9 25.6 0.311 1.33 0.193 0.921 0.807 0.987 0.995 0.914
NorESM2-MM_BARPA [-] 24.0 24.0 25.7 -1.70 2.23 0.351 0.741 0.779 0.978 0.995 0.862
NorESM2-MM_CCAM [-] 22.6 22.6 25.7 -3.02 3.14 0.0145 0.588 0.859 0.999 0.990 0.859
NorESM2-MM_CMIP6 [-] 23.0 23.0 25.6 -2.64 2.72 0.00 0.631 0.894 1.00 0.985 0.879
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 26.1
ACCESS-CM2_BARPA [-] 25.5 25.5 26.1 -0.575 1.12 0.0929 0.848 0.832 0.994 0.989 0.907
ACCESS-CM2_CCAM [-] 26.5 26.5 26.1 0.478 1.35 0.0961 0.850 0.763 0.993 0.997 0.892
ACCESS-CM2_CMIP6 [-] 24.7 24.7 26.1 -1.38 1.64 0.00 0.707 0.810 1.00 1.00 0.870
ACCESS-ESM1-5_BARPA [-] 26.2 26.2 26.1 0.184 0.957 0.131 0.871 0.848 0.991 0.991 0.918
ACCESS-ESM1-5_CCAM [-] 26.7 26.7 26.1 0.657 1.11 0.276 0.832 0.835 0.981 0.998 0.908
ACCESS-ESM1-5_CMIP6 [-] 25.9 25.9 26.2 -0.277 1.16 0.647 0.857 0.824 0.956 0.983 0.900
CESM2_BARPA [-] 25.4 25.4 26.1 -0.700 1.33 0.311 0.807 0.831 0.978 0.957 0.888
CESM2_CCAM [-] 26.7 26.7 26.1 0.613 1.30 0.299 0.839 0.784 0.980 0.998 0.893
CMCC-ESM2_BARPA [-] 25.8 25.8 26.1 -0.277 1.22 0.170 0.834 0.831 0.989 0.957 0.897
CMCC-ESM2_CCAM [-] 25.9 25.9 26.1 -0.163 0.859 0.113 0.868 0.877 0.992 0.985 0.926
CMCC-ESM2_CMIP6 [-] 24.4 24.4 26.0 -1.58 1.76 0.339 0.693 0.851 0.978 0.986 0.864
CNRM-ESM2-1_CCAM [-] 24.6 24.6 26.1 -1.50 1.96 0.899 0.698 0.777 0.938 0.978 0.847
CNRM-ESM2-1_CMIP6 [-] 24.9 24.9 26.1 -1.22 1.57 0.895 0.732 0.840 0.940 0.953 0.857
EC-Earth3_BARPA [-] 26.6 26.6 26.1 0.564 1.09 0.289 0.828 0.846 0.981 0.989 0.905
EC-Earth3_CCAM [-] 27.3 27.3 26.1 1.25 1.52 0.122 0.734 0.834 0.992 0.999 0.885
EC-Earth3_CMIP6 [-] 26.1 26.1 26.1 0.0443 1.12 0.834 0.853 0.829 0.944 0.959 0.871
ERA5_BARPA [-] 25.3 25.3 26.1 -0.805 1.13 0.0950 0.810 0.882 0.994 0.974 0.910
ERA5_CCAM [-] 25.7 25.7 26.1 -0.348 0.759 0.0714 0.880 0.895 0.995 1.00 0.939
MPI-ESM1-2-HR_BARPA [-] 26.4 26.4 26.1 0.327 1.08 0.369 0.864 0.819 0.975 0.990 0.904
MPI-ESM1-2-HR_CMIP6 [-] 26.4 26.4 26.0 0.403 1.22 0.570 0.849 0.805 0.962 0.997 0.871
NorESM2-MM_BARPA [-] 24.8 24.8 26.1 -1.26 1.80 0.0995 0.739 0.784 0.993 0.965 0.862
NorESM2-MM_CCAM [-] 23.8 23.8 26.1 -2.31 2.41 0.200 0.579 0.852 0.986 0.997 0.856
NorESM2-MM_CMIP6 [-] 23.8 23.8 26.0 -2.15 2.25 0.0823 0.607 0.860 0.994 0.996 0.857
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 33.0
ACCESS-CM2_BARPA [-] 33.3 33.3 33.0 0.327 1.17 0.822 0.819 0.742 0.937 0.996 0.864
ACCESS-CM2_CCAM [-] 32.6 32.6 33.0 -0.381 1.40 0.513 0.797 0.693 0.962 0.979 0.849
ACCESS-CM2_CMIP6 [-] 32.0 32.0 33.0 -0.956 1.62 0.810 0.716 0.668 0.941 0.996 0.818
ACCESS-ESM1-5_BARPA [-] 34.0 34.0 33.0 0.966 1.39 0.375 0.708 0.771 0.961 0.996 0.852
ACCESS-ESM1-5_CCAM [-] 33.2 33.2 33.0 0.249 1.29 0.335 0.829 0.695 0.974 0.999 0.863
ACCESS-ESM1-5_CMIP6 [-] 32.3 32.3 32.9 -0.666 1.37 0.570 0.752 0.730 0.953 0.999 0.850
CESM2_BARPA [-] 34.0 34.0 33.0 0.984 1.60 0.937 0.698 0.716 0.900 0.992 0.819
CESM2_CCAM [-] 33.5 33.5 33.0 0.496 1.32 0.654 0.789 0.703 0.953 0.994 0.848
CMCC-ESM2_BARPA [-] 34.2 34.2 33.0 1.25 1.90 1.63 0.647 0.667 0.772 0.989 0.765
CMCC-ESM2_CCAM [-] 32.0 32.0 33.0 -0.950 1.57 0.565 0.727 0.703 0.956 0.976 0.839
CMCC-ESM2_CMIP6 [-] 31.0 31.0 32.9 -1.93 2.37 1.17 0.551 0.688 0.863 0.997 0.768
CNRM-ESM2-1_CCAM [-] 30.0 30.0 33.0 -2.94 3.08 0.568 0.395 0.765 0.958 0.997 0.780
CNRM-ESM2-1_CMIP6 [-] 32.3 32.3 32.9 -0.593 1.07 0.471 0.797 0.810 0.958 0.907 0.859
EC-Earth3_BARPA [-] 33.5 33.5 33.0 0.481 1.06 0.447 0.817 0.780 0.963 1.00 0.875
EC-Earth3_CCAM [-] 31.6 31.6 33.0 -1.34 1.90 0.320 0.643 0.682 0.975 0.961 0.811
EC-Earth3_CMIP6 [-] 31.3 31.3 33.0 -1.64 2.31 0.378 0.595 0.615 0.970 0.990 0.784
ERA5_BARPA [-] 33.1 33.1 33.0 0.0784 0.928 0.829 0.859 0.792 0.922 0.999 0.884
ERA5_CCAM [-] 31.7 31.7 33.0 -1.25 1.63 0.593 0.665 0.744 0.955 0.996 0.834
MPI-ESM1-2-HR_BARPA [-] 33.6 33.6 33.0 0.620 1.25 0.723 0.781 0.739 0.945 0.993 0.852
MPI-ESM1-2-HR_CMIP6 [-] 33.2 33.2 33.0 0.217 1.15 0.484 0.834 0.735 0.963 0.993 0.870
NorESM2-MM_BARPA [-] 33.1 33.1 33.0 0.108 1.38 0.954 0.828 0.698 0.920 1.00 0.850
NorESM2-MM_CCAM [-] 30.0 30.0 33.0 -2.99 3.17 0.680 0.392 0.724 0.951 0.999 0.765
NorESM2-MM_CMIP6 [-] 30.9 30.9 32.9 -2.05 2.19 0.731 0.527 0.839 0.949 0.992 0.826
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.6
ACCESS-CM2_BARPA [-] 22.1 22.1 22.6 -0.553 1.07 0.124 0.915 0.875 0.992 0.989 0.935
ACCESS-CM2_CCAM [-] 22.7 22.7 22.6 0.0849 1.46 0.0453 0.919 0.808 0.997 1.00 0.917
ACCESS-CM2_CMIP6 [-] 21.1 21.1 22.5 -1.35 1.73 0.0968 0.809 0.855 0.994 0.990 0.906
ACCESS-ESM1-5_BARPA [-] 23.2 23.2 22.6 0.590 1.19 0.0703 0.889 0.865 0.995 0.983 0.926
ACCESS-ESM1-5_CCAM [-] 23.2 23.2 22.6 0.531 1.44 0.0451 0.906 0.816 0.997 1.00 0.917
ACCESS-ESM1-5_CMIP6 [-] 21.9 21.9 22.5 -0.680 1.45 0.0530 0.843 0.865 0.997 0.960 0.910
CESM2_BARPA [-] 21.0 21.0 22.6 -1.58 1.78 0.0601 0.775 0.882 0.996 0.985 0.906
CESM2_CCAM [-] 22.4 22.4 22.6 -0.213 1.29 0.0582 0.926 0.831 0.996 0.998 0.926
CMCC-ESM2_BARPA [-] 21.7 21.7 22.6 -0.912 1.27 0.100 0.862 0.877 0.994 0.990 0.925
CMCC-ESM2_CCAM [-] 21.8 21.8 22.6 -0.798 1.18 0.0603 0.875 0.896 0.996 1.00 0.937
CMCC-ESM2_CMIP6 [-] 21.2 21.2 22.5 -1.36 1.61 0.103 0.797 0.891 0.993 1.00 0.917
CNRM-ESM2-1_CCAM [-] 22.1 22.1 22.6 -0.519 1.31 0.924 0.902 0.843 0.941 1.00 0.913
CNRM-ESM2-1_CMIP6 [-] 23.0 23.0 22.5 0.502 1.00 0.910 0.899 0.890 0.942 0.998 0.928
EC-Earth3_BARPA [-] 24.0 24.0 22.6 1.39 1.56 0.0327 0.792 0.917 0.998 0.985 0.922
EC-Earth3_CCAM [-] 24.6 24.6 22.6 1.98 2.08 0.0274 0.726 0.909 0.998 0.999 0.908
EC-Earth3_CMIP6 [-] 24.0 24.0 22.5 1.46 1.57 0.0534 0.790 0.921 0.997 0.995 0.925
ERA5_BARPA [-] 21.6 21.6 22.6 -1.01 1.13 0.0344 0.851 0.931 0.998 0.992 0.942
ERA5_CCAM [-] 22.4 22.4 22.7 -0.295 0.850 0.0542 0.915 0.912 0.997 1.00 0.951
MPI-ESM1-2-HR_BARPA [-] 22.1 22.1 22.6 -0.553 1.14 0.0596 0.910 0.866 0.996 0.980 0.930
MPI-ESM1-2-HR_CMIP6 [-] 22.3 22.3 22.6 -0.352 1.29 0.0546 0.916 0.838 0.996 0.999 0.926
NorESM2-MM_BARPA [-] 20.8 20.8 22.6 -1.78 2.00 0.544 0.751 0.868 0.965 0.994 0.892
NorESM2-MM_CCAM [-] 20.4 20.4 22.6 -2.25 2.41 0.0477 0.698 0.881 0.997 0.996 0.892
NorESM2-MM_CMIP6 [-] 20.1 20.1 22.5 -2.38 2.56 0.280 0.679 0.861 0.982 0.993 0.877
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.0
ACCESS-CM2_BARPA [-] 29.7 29.7 30.1 -0.341 1.24 0.334 0.913 0.827 0.978 0.997 0.920
ACCESS-CM2_CCAM [-] 29.6 29.6 30.0 -0.448 1.47 0.214 0.889 0.803 0.986 0.984 0.910
ACCESS-CM2_CMIP6 [-] 28.5 28.5 30.1 -1.51 1.96 0.252 0.771 0.811 0.983 1.00 0.887
ACCESS-ESM1-5_BARPA [-] 30.9 30.9 30.1 0.807 1.30 0.359 0.869 0.848 0.974 0.999 0.915
ACCESS-ESM1-5_CCAM [-] 30.1 30.1 30.0 0.0484 1.19 0.383 0.937 0.828 0.974 1.00 0.926
ACCESS-ESM1-5_CMIP6 [-] 28.7 28.7 30.0 -1.25 1.76 0.459 0.802 0.825 0.969 0.999 0.895
CESM2_BARPA [-] 29.4 29.4 30.1 -0.609 1.42 0.324 0.873 0.831 0.968 0.960 0.901
CESM2_CCAM [-] 29.7 29.7 30.0 -0.305 1.14 0.230 0.919 0.843 0.985 0.999 0.929
CMCC-ESM2_BARPA [-] 30.0 30.0 30.1 -0.0212 1.56 0.248 0.903 0.784 0.977 0.962 0.897
CMCC-ESM2_CCAM [-] 28.9 28.9 30.0 -1.14 1.58 0.288 0.818 0.838 0.979 0.999 0.905
CMCC-ESM2_CMIP6 [-] 28.4 28.4 30.0 -1.61 2.01 0.530 0.755 0.822 0.942 0.994 0.877
CNRM-ESM2-1_CCAM [-] 28.2 28.2 30.0 -1.87 2.15 0.525 0.722 0.866 0.965 0.925 0.875
CNRM-ESM2-1_CMIP6 [-] 29.9 29.9 30.2 -0.319 1.08 0.468 0.885 0.881 0.969 0.958 0.920
EC-Earth3_BARPA [-] 31.3 31.3 30.1 1.21 1.46 0.191 0.812 0.877 0.984 0.993 0.913
EC-Earth3_CCAM [-] 30.9 30.9 30.0 0.889 1.46 0.345 0.828 0.878 0.973 0.886 0.898
EC-Earth3_CMIP6 [-] 30.5 30.5 30.0 0.439 1.30 0.471 0.857 0.862 0.962 0.914 0.902
ERA5_BARPA [-] 29.6 29.6 30.1 -0.501 0.976 0.210 0.903 0.882 0.980 0.993 0.935
ERA5_CCAM [-] 29.5 29.5 30.1 -0.568 0.931 0.146 0.881 0.917 0.988 0.995 0.945
MPI-ESM1-2-HR_BARPA [-] 30.3 30.3 30.1 0.273 0.956 0.296 0.927 0.866 0.980 0.990 0.935
MPI-ESM1-2-HR_CMIP6 [-] 30.3 30.3 30.0 0.272 1.09 0.442 0.925 0.845 0.970 0.997 0.928
NorESM2-MM_BARPA [-] 28.5 28.5 30.1 -1.51 2.26 0.243 0.774 0.764 0.978 0.983 0.867
NorESM2-MM_CCAM [-] 26.8 26.8 30.0 -3.26 3.41 0.344 0.572 0.852 0.977 0.999 0.851
NorESM2-MM_CMIP6 [-] 27.6 27.6 30.0 -2.43 2.59 0.184 0.659 0.869 0.988 0.997 0.877
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 17.5
ACCESS-CM2_BARPA [-] 16.7 16.7 17.5 -0.794 1.11 0.310 0.822 0.880 0.980 0.982 0.912
ACCESS-CM2_CCAM [-] 18.0 18.0 17.5 0.534 1.43 0.241 0.814 0.792 0.985 0.958 0.892
ACCESS-CM2_CMIP6 [-] 16.3 16.3 17.8 -1.49 1.80 0.213 0.687 0.828 0.986 0.987 0.776
ACCESS-ESM1-5_BARPA [-] 17.6 17.6 17.5 0.0963 0.959 0.231 0.857 0.868 0.985 0.973 0.920
ACCESS-ESM1-5_CCAM [-] 18.1 18.1 17.5 0.599 1.42 0.301 0.802 0.808 0.981 0.954 0.894
ACCESS-ESM1-5_CMIP6 [-] 18.0 18.0 18.0 -0.0152 0.873 0.362 0.926 0.833 0.977 1.00 0.909
CESM2_BARPA [-] 15.3 15.3 17.5 -2.16 2.25 0.399 0.609 0.876 0.974 0.982 0.858
CESM2_CCAM [-] 16.8 16.8 17.5 -0.690 1.79 0.446 0.756 0.789 0.971 0.893 0.862
CMCC-ESM2_BARPA [-] 16.1 16.1 17.5 -1.32 1.46 0.450 0.740 0.891 0.971 0.983 0.892
CMCC-ESM2_CCAM [-] 17.3 17.3 17.5 -0.221 0.917 0.491 0.861 0.881 0.968 0.981 0.921
CMCC-ESM2_CMIP6 [-] 17.1 17.1 17.8 -0.703 1.55 0.680 0.756 0.815 0.956 0.990 0.798
CNRM-ESM2-1_CCAM [-] 17.3 17.3 17.5 -0.144 1.36 0.597 0.829 0.807 0.962 0.945 0.891
CNRM-ESM2-1_CMIP6 [-] 16.7 16.7 16.8 -0.0901 0.792 0.440 0.885 0.860 0.972 0.979 0.891
EC-Earth3_BARPA [-] 18.2 18.2 17.5 0.777 1.17 0.118 0.804 0.881 0.992 0.974 0.912
EC-Earth3_CCAM [-] 19.5 19.5 17.5 2.01 2.16 0.192 0.638 0.855 0.987 0.965 0.870
EC-Earth3_CMIP6 [-] 18.8 18.8 17.6 1.25 1.51 0.132 0.743 0.860 0.991 0.985 0.890
ERA5_BARPA [-] 16.2 16.2 17.5 -1.25 1.34 0.294 0.753 0.919 0.981 0.991 0.908
ERA5_CCAM [-] 17.7 17.7 17.5 0.163 0.877 0.385 0.859 0.890 0.975 0.985 0.928
MPI-ESM1-2-HR_BARPA [-] 16.2 16.2 17.5 -1.23 1.58 0.439 0.751 0.844 0.972 0.946 0.876
MPI-ESM1-2-HR_CMIP6 [-] 16.5 16.5 17.3 -0.734 1.74 0.508 0.774 0.765 0.967 0.916 0.812
NorESM2-MM_BARPA [-] 15.6 15.6 17.5 -1.85 1.92 0.449 0.656 0.895 0.971 0.991 0.875
NorESM2-MM_CCAM [-] 15.9 15.9 17.5 -1.54 1.76 0.247 0.704 0.864 0.984 0.980 0.880
NorESM2-MM_CMIP6 [-] 16.2 16.2 17.8 -1.59 1.80 0.500 0.681 0.843 0.968 0.977 0.818
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 24.1
ACCESS-CM2_BARPA [-] 23.7 23.7 24.1 -0.425 1.27 0.278 0.897 0.820 0.982 0.992 0.907
ACCESS-CM2_CCAM [-] 24.9 24.9 24.1 0.730 1.73 0.230 0.847 0.765 0.985 0.999 0.876
ACCESS-CM2_CMIP6 [-] 22.9 22.9 24.0 -1.05 1.67 0.228 0.814 0.826 0.985 0.999 0.868
ACCESS-ESM1-5_BARPA [-] 25.0 25.0 24.1 0.825 1.42 0.182 0.845 0.823 0.988 0.980 0.895
ACCESS-ESM1-5_CCAM [-] 24.8 24.8 24.1 0.674 1.68 0.149 0.856 0.773 0.990 0.988 0.885
ACCESS-ESM1-5_CMIP6 [-] 23.9 23.9 24.1 -0.221 0.982 0.491 0.923 0.868 0.968 0.994 0.935
CESM2_BARPA [-] 22.6 22.6 24.1 -1.54 1.83 0.0895 0.748 0.866 0.994 0.959 0.885
CESM2_CCAM [-] 23.6 23.6 24.1 -0.475 1.57 0.0995 0.871 0.794 0.994 0.966 0.893
CMCC-ESM2_BARPA [-] 23.2 23.2 24.1 -0.953 1.45 0.119 0.822 0.856 0.992 0.956 0.899
CMCC-ESM2_CCAM [-] 23.7 23.7 24.1 -0.457 1.19 0.110 0.879 0.856 0.993 0.993 0.917
CMCC-ESM2_CMIP6 [-] 22.6 22.6 24.0 -1.43 1.69 0.267 0.757 0.885 0.983 0.897 0.828
CNRM-ESM2-1_CCAM [-] 23.4 23.4 24.1 -0.711 1.63 0.405 0.839 0.807 0.974 0.989 0.888
CNRM-ESM2-1_CMIP6 [-] 24.6 24.6 24.3 0.316 1.21 0.394 0.885 0.840 0.975 0.996 0.861
EC-Earth3_BARPA [-] 25.6 25.6 24.1 1.51 1.87 0.165 0.747 0.836 0.989 0.993 0.879
EC-Earth3_CCAM [-] 26.4 26.4 24.1 2.30 2.50 0.107 0.651 0.847 0.993 0.996 0.858
EC-Earth3_CMIP6 [-] 25.4 25.4 24.1 1.28 1.65 0.200 0.766 0.867 0.987 0.979 0.866
ERA5_BARPA [-] 23.2 23.2 24.2 -0.940 1.18 0.0968 0.835 0.906 0.994 0.995 0.926
ERA5_CCAM [-] 24.3 24.3 24.1 0.200 0.976 0.130 0.892 0.871 0.992 0.998 0.924
MPI-ESM1-2-HR_BARPA [-] 23.3 23.3 24.1 -0.821 1.46 0.148 0.840 0.826 0.991 0.971 0.898
MPI-ESM1-2-HR_CMIP6 [-] 23.7 23.7 24.2 -0.497 1.11 0.0684 0.882 0.864 0.996 0.978 0.924
NorESM2-MM_BARPA [-] 22.3 22.3 24.1 -1.79 2.06 0.141 0.723 0.851 0.991 0.996 0.882
NorESM2-MM_CCAM [-] 22.0 22.0 24.1 -2.13 2.44 0.0937 0.681 0.827 0.994 0.994 0.865
NorESM2-MM_CMIP6 [-] 21.7 21.7 24.0 -2.31 2.52 0.148 0.656 0.846 0.991 0.936 0.805
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.6
ACCESS-CM2_BARPA [-] 31.0 31.0 30.5 0.437 1.46 0.843 0.588 0.730 0.930 0.870 0.774
ACCESS-CM2_CCAM [-] 31.1 31.1 30.6 0.490 1.48 0.898 0.697 0.605 0.936 0.987 0.784
ACCESS-CM2_CMIP6 [-] 28.9 28.9 30.4 -1.57 1.99 1.24 0.534 0.600 0.870 0.947 0.723
ACCESS-ESM1-5_BARPA [-] 31.4 31.4 30.5 0.839 1.52 0.430 0.561 0.768 0.967 0.895 0.795
ACCESS-ESM1-5_CCAM [-] 31.6 31.6 30.6 1.04 1.45 0.350 0.591 0.729 0.972 0.989 0.810
ACCESS-ESM1-5_CMIP6 [-] 30.8 30.8 31.3 -0.511 0.979 1.02 0.715 0.697 0.933 0.797 0.775
CESM2_BARPA [-] 31.6 31.6 30.5 1.04 1.62 0.583 0.545 0.766 0.950 0.904 0.788
CESM2_CCAM [-] 31.4 31.4 30.6 0.758 1.26 0.407 0.655 0.714 0.968 0.986 0.818
CMCC-ESM2_BARPA [-] 31.4 31.4 30.5 0.846 1.62 0.536 0.560 0.721 0.958 0.892 0.776
CMCC-ESM2_CCAM [-] 30.4 30.4 30.6 -0.149 0.876 0.348 0.793 0.766 0.974 0.997 0.869
CMCC-ESM2_CMIP6 [-] 29.7 29.7 30.9 -1.22 1.44 0.570 0.552 0.689 0.962 0.999 0.788
CNRM-ESM2-1_CCAM [-] 28.5 28.5 30.6 -2.08 2.21 0.415 0.407 0.735 0.972 0.986 0.771
CNRM-ESM2-1_CMIP6 [-] 30.3 30.3 31.7 -1.44 1.86 0.509 0.511 0.662 0.966 0.544 0.670
EC-Earth3_BARPA [-] 30.4 30.4 30.5 -0.0964 0.969 0.320 0.759 0.765 0.977 0.978 0.858
EC-Earth3_CCAM [-] 29.9 29.9 30.6 -0.738 1.22 0.196 0.675 0.719 0.986 0.992 0.829
EC-Earth3_CMIP6 [-] 29.5 29.5 30.8 -1.24 1.54 0.138 0.561 0.680 0.991 0.999 0.793
ERA5_BARPA [-] 30.5 30.5 30.5 -0.0196 1.02 0.482 0.707 0.797 0.965 0.934 0.845
ERA5_CCAM [-] 30.1 30.1 30.6 -0.477 1.01 0.427 0.742 0.751 0.971 1.00 0.853
MPI-ESM1-2-HR_BARPA [-] 30.5 30.5 30.5 -0.0386 1.33 0.512 0.642 0.718 0.963 0.882 0.792
MPI-ESM1-2-HR_CMIP6 [-] 31.0 31.0 30.7 0.306 1.42 0.544 0.627 0.687 0.964 0.996 0.804
NorESM2-MM_BARPA [-] 31.0 31.0 30.5 0.502 1.15 0.616 0.659 0.778 0.957 0.944 0.828
NorESM2-MM_CCAM [-] 28.7 28.7 30.6 -1.90 2.07 0.758 0.438 0.715 0.944 0.998 0.767
NorESM2-MM_CMIP6 [-] 29.4 29.4 30.9 -1.53 1.71 0.683 0.476 0.694 0.954 0.999 0.771
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 25.7
ACCESS-CM2_BARPA [-] 24.8 24.9 25.7 21.8 -0.841 1.71 0.927 0.685 0.669 0.892 0.992 0.782
ACCESS-CM2_CCAM [-] 24.6 24.6 25.7 21.4 -1.07 1.95 0.808 0.647 0.659 0.907 0.989 0.772
ACCESS-CM2_CMIP6 [-] 24.3 24.6 26.0 21.9 -1.38 1.96 0.827 0.630 0.671 0.905 0.994 0.774
ACCESS-ESM1-5_BARPA [-] 25.5 25.6 25.7 22.3 -0.127 1.68 0.861 0.671 0.680 0.896 0.990 0.783
ACCESS-ESM1-5_CCAM [-] 25.0 25.1 25.7 21.8 -0.632 1.74 0.815 0.682 0.673 0.907 0.990 0.785
ACCESS-ESM1-5_CMIP6 [-] 24.5 24.9 25.9 22.3 -0.985 1.74 0.852 0.678 0.693 0.911 0.993 0.794
CESM2_BARPA [-] 24.3 24.4 25.7 21.2 -1.31 2.02 0.862 0.594 0.692 0.900 0.984 0.772
CESM2_CCAM [-] 24.4 24.5 25.7 21.0 -1.21 1.95 0.817 0.609 0.687 0.910 0.983 0.775
CMCC-ESM2_BARPA [-] 24.8 24.8 25.7 21.4 -0.873 1.92 0.904 0.628 0.682 0.887 0.986 0.773
CMCC-ESM2_CCAM [-] 24.2 24.2 25.7 21.2 -1.45 1.95 0.768 0.598 0.702 0.914 0.991 0.781
CMCC-ESM2_CMIP6 [-] 23.8 24.1 25.8 21.3 -1.73 2.16 0.874 0.558 0.708 0.899 0.995 0.774
CNRM-ESM2-1_CCAM [-] 23.2 23.2 25.7 19.8 -2.44 2.82 0.908 0.495 0.712 0.906 0.973 0.760
CNRM-ESM2-1_CMIP6 [-] 24.6 25.1 26.0 21.1 -0.869 1.61 0.903 0.687 0.741 0.903 0.992 0.813
EC-Earth3_BARPA [-] 25.7 25.8 25.7 22.1 0.0609 1.83 0.801 0.624 0.694 0.903 0.983 0.780
EC-Earth3_CCAM [-] 25.4 25.5 25.7 21.9 -0.220 2.02 0.815 0.597 0.687 0.904 0.970 0.769
EC-Earth3_CMIP6 [-] 25.0 25.2 25.7 21.6 -0.520 1.94 0.818 0.610 0.696 0.907 0.976 0.777
ERA5_BARPA [-] 24.5 24.6 25.7 21.4 -1.14 1.63 0.720 0.663 0.742 0.920 0.992 0.812
ERA5_CCAM [-] 24.3 24.3 25.7 21.0 -1.39 1.80 0.682 0.617 0.743 0.927 0.989 0.804
MPI-ESM1-2-HR_BARPA [-] 24.6 24.6 25.7 20.9 -1.09 1.91 0.807 0.606 0.695 0.908 0.983 0.777
MPI-ESM1-2-HR_CMIP6 [-] 24.8 25.1 25.8 21.5 -0.697 1.67 0.731 0.669 0.693 0.927 0.991 0.795
NorESM2-MM_BARPA [-] 24.2 24.3 25.7 21.6 -1.43 2.03 0.879 0.619 0.697 0.898 0.993 0.781
NorESM2-MM_CCAM [-] 22.3 22.3 25.7 19.6 -3.40 3.57 0.722 0.357 0.709 0.923 0.990 0.738
NorESM2-MM_CMIP6 [-] 23.4 23.7 25.8 21.3 -2.13 2.36 0.746 0.523 0.755 0.916 0.995 0.789
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.6
ACCESS-CM2_BARPA [-] 28.9 28.9 30.6 28.5 -1.69 2.32 2.14 0.369 0.496 0.676 0.912 0.590
ACCESS-CM2_CCAM [-] 28.3 28.3 30.6 28.0 -2.26 2.67 1.79 0.306 0.499 0.735 0.964 0.600
ACCESS-CM2_CMIP6 [-] 28.7 28.8 30.6 28.6 -1.79 2.21 1.99 0.376 0.495 0.712 0.997 0.615
ACCESS-ESM1-5_BARPA [-] 29.2 29.3 30.6 28.8 -1.35 2.09 1.90 0.403 0.526 0.693 0.917 0.613
ACCESS-ESM1-5_CCAM [-] 28.9 28.9 30.6 28.4 -1.70 2.28 1.73 0.373 0.511 0.735 0.961 0.618
ACCESS-ESM1-5_CMIP6 [-] 29.1 29.2 30.7 28.9 -1.44 1.92 1.68 0.444 0.525 0.767 0.989 0.650
CESM2_BARPA [-] 29.0 29.0 30.6 28.5 -1.61 2.32 1.73 0.345 0.531 0.748 0.877 0.606
CESM2_CCAM [-] 28.9 28.9 30.6 28.4 -1.71 2.29 1.74 0.358 0.509 0.757 0.947 0.616
CMCC-ESM2_BARPA [-] 28.9 29.0 30.6 28.3 -1.64 2.37 1.95 0.352 0.531 0.692 0.854 0.592
CMCC-ESM2_CCAM [-] 28.3 28.3 30.6 27.9 -2.28 2.58 1.46 0.327 0.540 0.777 0.993 0.636
CMCC-ESM2_CMIP6 [-] 28.2 28.3 30.6 27.9 -2.36 2.58 1.37 0.297 0.562 0.792 0.992 0.641
CNRM-ESM2-1_CCAM [-] 26.0 26.1 30.6 25.6 -4.54 4.64 1.55 0.0937 0.585 0.774 0.977 0.603
CNRM-ESM2-1_CMIP6 [-] 27.8 28.1 30.8 26.8 -2.61 2.85 1.87 0.282 0.608 0.707 0.880 0.617
EC-Earth3_BARPA [-] 28.3 28.3 30.6 27.7 -2.27 2.69 2.11 0.312 0.506 0.671 0.926 0.584
EC-Earth3_CCAM [-] 27.7 27.7 30.6 27.3 -2.86 3.11 2.06 0.239 0.505 0.674 0.999 0.584
EC-Earth3_CMIP6 [-] 27.5 27.6 30.6 26.9 -3.05 3.31 2.04 0.205 0.533 0.675 0.993 0.588
ERA5_BARPA [-] 28.5 28.5 30.6 27.9 -2.10 2.41 1.27 0.324 0.616 0.819 0.942 0.664
ERA5_CCAM [-] 27.8 27.8 30.6 27.4 -2.82 2.99 1.19 0.236 0.594 0.837 0.997 0.651
MPI-ESM1-2-HR_BARPA [-] 28.4 28.5 30.6 27.9 -2.15 2.65 1.90 0.299 0.533 0.708 0.876 0.590
MPI-ESM1-2-HR_CMIP6 [-] 29.1 29.2 30.6 28.5 -1.39 1.98 1.42 0.436 0.566 0.810 0.927 0.661
NorESM2-MM_BARPA [-] 29.0 29.0 30.6 28.7 -1.58 2.05 1.84 0.408 0.602 0.725 0.964 0.660
NorESM2-MM_CCAM [-] 26.7 26.7 30.6 26.5 -3.93 4.06 1.62 0.127 0.559 0.766 0.999 0.602
NorESM2-MM_CMIP6 [-] 28.3 28.4 30.6 28.1 -2.27 2.44 1.57 0.297 0.633 0.765 0.978 0.661
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 25.7
ACCESS-CM2_BARPA [-] 25.0 25.0 25.7 -0.622 1.16 0.00 0.896 0.848 1.00 0.995 0.917
ACCESS-CM2_CCAM [-] 25.3 25.3 25.7 -0.401 1.32 0.00 0.915 0.813 1.00 1.00 0.908
ACCESS-CM2_CMIP6 [-] 23.9 23.9 25.6 -1.68 1.99 0.00 0.750 0.836 1.00 0.973 0.879
ACCESS-ESM1-5_BARPA [-] 26.1 26.1 25.7 0.435 0.993 0.0848 0.918 0.863 0.995 0.997 0.927
ACCESS-ESM1-5_CCAM [-] 25.7 25.7 25.7 0.0407 0.918 0.0574 0.947 0.864 0.996 0.998 0.934
ACCESS-ESM1-5_CMIP6 [-] 24.8 24.8 25.8 -1.08 1.63 0.636 0.803 0.844 0.958 0.910 0.872
CESM2_BARPA [-] 24.7 24.7 25.7 -0.980 1.45 0.0179 0.844 0.836 0.999 0.989 0.901
CESM2_CCAM [-] 26.0 26.0 25.7 0.325 1.25 0.0834 0.923 0.818 0.994 0.996 0.910
CMCC-ESM2_BARPA [-] 25.3 25.3 25.7 -0.335 1.13 0.0701 0.938 0.834 0.996 0.992 0.918
CMCC-ESM2_CCAM [-] 24.4 24.4 25.7 -1.29 1.45 0.138 0.802 0.898 0.991 0.999 0.918
CMCC-ESM2_CMIP6 [-] 23.8 23.8 25.6 -1.82 2.15 0.468 0.724 0.853 0.970 0.938 0.868
CNRM-ESM2-1_CCAM [-] 24.0 24.0 25.7 -1.70 2.08 1.00 0.742 0.821 0.934 0.984 0.860
CNRM-ESM2-1_CMIP6 [-] 25.1 25.1 25.9 -0.828 1.29 1.00 0.860 0.858 0.934 0.991 0.900
EC-Earth3_BARPA [-] 26.8 26.8 25.7 1.11 1.30 0.00268 0.824 0.892 1.00 0.999 0.922
EC-Earth3_CCAM [-] 26.9 26.9 25.7 1.24 1.42 0.00 0.806 0.888 1.00 0.995 0.915
EC-Earth3_CMIP6 [-] 26.4 26.4 25.7 0.671 1.06 0.277 0.889 0.878 0.981 0.971 0.919
ERA5_BARPA [-] 24.9 24.9 25.7 -0.816 1.08 0.00 0.867 0.892 1.00 0.991 0.929
ERA5_CCAM [-] 24.7 24.7 25.7 -1.01 1.11 0.00 0.839 0.935 1.00 0.998 0.941
MPI-ESM1-2-HR_BARPA [-] 26.1 26.1 25.7 0.433 1.17 0.00180 0.920 0.831 1.00 0.997 0.916
MPI-ESM1-2-HR_CMIP6 [-] 25.9 25.9 25.6 0.311 1.33 0.193 0.921 0.807 0.987 0.995 0.904
NorESM2-MM_BARPA [-] 24.0 24.0 25.7 -1.70 2.23 0.351 0.741 0.779 0.978 0.995 0.854
NorESM2-MM_CCAM [-] 22.6 22.6 25.7 -3.02 3.14 0.0145 0.588 0.859 0.999 0.990 0.859
NorESM2-MM_CMIP6 [-] 23.0 23.0 25.6 -2.64 2.72 0.00 0.631 0.894 1.00 0.985 0.881
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 27.8
ACCESS-CM2_BARPA [-] 27.4 27.4 27.8 -0.379 1.04 0.134 0.872 0.824 0.991 0.969 0.896
ACCESS-CM2_CCAM [-] 28.4 28.4 27.8 0.584 1.40 0.136 0.839 0.756 0.991 0.996 0.867
ACCESS-CM2_CMIP6 [-] 26.0 26.0 27.3 -1.32 1.59 0.00 0.716 0.808 1.00 0.998 0.866
ACCESS-ESM1-5_BARPA [-] 28.1 28.1 27.8 0.359 0.964 0.185 0.874 0.840 0.988 0.960 0.900
ACCESS-ESM1-5_CCAM [-] 28.5 28.5 27.8 0.730 1.15 0.402 0.820 0.831 0.973 0.993 0.889
ACCESS-ESM1-5_CMIP6 [-] 27.4 27.4 27.9 -0.503 1.04 0.917 0.874 0.829 0.938 0.996 0.893
CESM2_BARPA [-] 27.5 27.5 27.8 -0.242 1.11 0.451 0.865 0.812 0.969 0.945 0.880
CESM2_CCAM [-] 28.5 28.5 27.8 0.723 1.28 0.432 0.826 0.790 0.971 0.997 0.875
CMCC-ESM2_BARPA [-] 27.9 27.9 27.8 0.170 1.13 0.243 0.870 0.806 0.984 0.919 0.877
CMCC-ESM2_CCAM [-] 27.9 27.9 27.8 0.104 0.779 0.131 0.884 0.878 0.991 0.984 0.923
CMCC-ESM2_CMIP6 [-] 26.0 26.0 27.8 -1.77 1.89 0.180 0.660 0.861 0.988 0.998 0.874
CNRM-ESM2-1_CCAM [-] 26.0 26.0 27.8 -1.81 2.05 0.856 0.648 0.798 0.942 0.989 0.835
CNRM-ESM2-1_CMIP6 [-] 26.3 26.3 27.9 -1.60 1.74 0.845 0.675 0.851 0.943 0.981 0.860
EC-Earth3_BARPA [-] 28.5 28.5 27.8 0.764 1.08 0.241 0.819 0.852 0.984 0.964 0.894
EC-Earth3_CCAM [-] 29.0 29.0 27.8 1.18 1.43 0.171 0.740 0.839 0.988 0.999 0.881
EC-Earth3_CMIP6 [-] 27.6 27.6 27.8 -0.252 0.848 0.809 0.908 0.841 0.946 0.996 0.906
ERA5_BARPA [-] 27.3 27.3 27.8 -0.468 0.908 0.132 0.858 0.873 0.991 0.956 0.910
ERA5_CCAM [-] 27.5 27.5 27.8 -0.316 0.737 0.0993 0.883 0.895 0.993 1.00 0.933
MPI-ESM1-2-HR_BARPA [-] 28.3 28.3 27.8 0.515 1.02 0.537 0.861 0.832 0.964 0.970 0.892
MPI-ESM1-2-HR_CMIP6 [-] 28.1 28.1 27.8 0.393 0.945 0.762 0.887 0.830 0.949 1.00 0.899
NorESM2-MM_BARPA [-] 26.9 26.9 27.8 -0.871 1.61 0.138 0.795 0.753 0.991 0.938 0.846
NorESM2-MM_CCAM [-] 25.4 25.4 27.8 -2.39 2.49 0.288 0.562 0.847 0.981 0.996 0.847
NorESM2-MM_CMIP6 [-] 25.6 25.6 27.8 -2.22 2.32 0.123 0.595 0.861 0.992 0.996 0.861
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.4
ACCESS-CM2_BARPA [-] 21.5 21.5 22.4 -0.988 1.30 0.00703 0.796 0.850 1.00 0.999 0.899
ACCESS-CM2_CCAM [-] 22.7 22.7 22.4 0.253 1.25 0.0114 0.875 0.780 0.999 0.999 0.887
ACCESS-CM2_CMIP6 [-] 21.2 21.2 22.8 -1.55 1.77 0.00 0.683 0.814 1.00 0.964 0.855
ACCESS-ESM1-5_BARPA [-] 22.3 22.3 22.4 -0.186 0.944 0.0159 0.864 0.865 0.999 0.999 0.918
ACCESS-ESM1-5_CCAM [-] 22.9 22.9 22.4 0.503 1.03 0.00870 0.858 0.844 0.999 1.00 0.909
ACCESS-ESM1-5_CMIP6 [-] 22.3 22.3 22.0 0.268 1.45 0.00 0.816 0.813 1.00 0.985 0.885
CESM2_BARPA [-] 20.8 20.8 22.4 -1.67 1.80 0.0159 0.684 0.873 0.999 0.998 0.885
CESM2_CCAM [-] 22.8 22.8 22.4 0.380 1.34 0.0183 0.866 0.772 0.999 0.999 0.882
CMCC-ESM2_BARPA [-] 21.2 21.2 22.4 -1.22 1.40 0.0159 0.758 0.883 0.999 1.00 0.904
CMCC-ESM2_CCAM [-] 21.7 21.7 22.4 -0.729 1.03 0.0741 0.835 0.875 0.995 0.999 0.916
CMCC-ESM2_CMIP6 [-] 21.1 21.1 22.3 -1.18 1.51 0.661 0.759 0.831 0.958 0.815 0.839
CNRM-ESM2-1_CCAM [-] 21.6 21.6 22.4 -0.861 1.76 0.992 0.805 0.733 0.930 0.999 0.840
CNRM-ESM2-1_CMIP6 [-] 21.6 21.6 21.9 -0.346 1.17 1.01 0.866 0.814 0.933 0.768 0.839
EC-Earth3_BARPA [-] 22.6 22.6 22.4 0.139 1.11 0.390 0.848 0.834 0.974 0.999 0.898
EC-Earth3_CCAM [-] 23.8 23.8 22.4 1.39 1.71 0.0177 0.722 0.823 0.999 1.00 0.873
EC-Earth3_CMIP6 [-] 23.1 23.1 22.5 0.675 1.71 0.888 0.735 0.803 0.940 0.745 0.805
ERA5_BARPA [-] 20.9 20.9 22.5 -1.52 1.61 0.0159 0.708 0.900 0.999 0.999 0.901
ERA5_CCAM [-] 22.0 22.0 22.4 -0.417 0.806 0.0124 0.874 0.896 0.999 1.00 0.933
MPI-ESM1-2-HR_BARPA [-] 22.4 22.4 22.4 -0.0712 1.21 0.0139 0.871 0.793 0.999 1.00 0.891
MPI-ESM1-2-HR_CMIP6 [-] 22.8 22.8 22.4 0.424 1.77 0.177 0.773 0.755 0.988 0.727 0.800
NorESM2-MM_BARPA [-] 20.4 20.4 22.4 -2.08 2.22 0.0181 0.620 0.850 0.999 0.998 0.864
NorESM2-MM_CCAM [-] 20.3 20.3 22.4 -2.12 2.23 0.0133 0.614 0.860 0.999 0.999 0.867
NorESM2-MM_CMIP6 [-] 20.3 20.3 22.3 -1.99 2.10 0.00 0.632 0.857 1.00 0.890 0.847
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.9
ACCESS-CM2_BARPA [-] 32.2 32.2 31.9 0.268 1.13 0.609 0.861 0.757 0.957 0.999 0.866
ACCESS-CM2_CCAM [-] 32.0 32.0 31.9 0.0761 1.19 0.597 0.866 0.741 0.960 0.989 0.859
ACCESS-CM2_CMIP6 [-] 30.7 30.7 31.9 -1.24 1.74 0.434 0.695 0.699 0.971 0.987 0.810
ACCESS-ESM1-5_BARPA [-] 32.8 32.8 31.9 0.902 1.27 0.217 0.761 0.794 0.975 1.00 0.865
ACCESS-ESM1-5_CCAM [-] 32.2 32.2 31.9 0.295 0.949 0.147 0.861 0.809 0.990 0.993 0.892
ACCESS-ESM1-5_CMIP6 [-] 30.9 30.9 31.7 -0.835 1.35 0.463 0.750 0.791 0.969 0.995 0.859
CESM2_BARPA [-] 32.7 32.7 31.9 0.814 1.46 1.06 0.771 0.738 0.903 1.00 0.830
CESM2_CCAM [-] 32.3 32.3 31.9 0.419 1.03 0.353 0.835 0.792 0.977 1.00 0.879
CMCC-ESM2_BARPA [-] 33.0 33.0 31.9 1.08 1.69 0.860 0.720 0.707 0.929 0.999 0.813
CMCC-ESM2_CCAM [-] 31.3 31.3 31.9 -0.550 0.960 0.291 0.825 0.836 0.979 0.987 0.893
CMCC-ESM2_CMIP6 [-] 29.8 29.8 31.8 -2.04 2.27 0.782 0.559 0.796 0.930 0.997 0.816
CNRM-ESM2-1_CCAM [-] 29.0 29.0 31.9 -2.85 2.90 0.256 0.444 0.856 0.983 0.986 0.825
CNRM-ESM2-1_CMIP6 [-] 30.5 30.5 31.6 -1.13 1.47 0.439 0.729 0.794 0.971 0.935 0.845
EC-Earth3_BARPA [-] 32.4 32.4 31.9 0.546 1.09 0.522 0.844 0.788 0.959 0.995 0.875
EC-Earth3_CCAM [-] 31.1 31.1 31.9 -0.758 1.17 0.269 0.772 0.814 0.982 0.953 0.867
EC-Earth3_CMIP6 [-] 30.4 30.4 31.8 -1.40 1.73 0.424 0.665 0.756 0.972 0.984 0.827
ERA5_BARPA [-] 31.9 31.9 31.9 0.0338 0.845 0.882 0.886 0.826 0.927 0.999 0.892
ERA5_CCAM [-] 30.8 30.8 31.9 -1.10 1.31 0.565 0.724 0.845 0.960 0.986 0.872
MPI-ESM1-2-HR_BARPA [-] 32.4 32.4 31.9 0.551 1.17 0.411 0.833 0.755 0.972 1.00 0.863
MPI-ESM1-2-HR_CMIP6 [-] 31.8 31.8 31.8 -0.00252 1.12 0.407 0.868 0.754 0.973 0.999 0.870
NorESM2-MM_BARPA [-] 32.0 32.0 31.9 0.106 1.34 0.844 0.856 0.729 0.936 1.00 0.850
NorESM2-MM_CCAM [-] 28.7 28.7 31.9 -3.15 3.25 0.399 0.408 0.798 0.973 0.993 0.794
NorESM2-MM_CMIP6 [-] 29.3 29.3 31.8 -2.52 2.59 0.473 0.496 0.859 0.968 0.969 0.830
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 33.7
ACCESS-CM2_BARPA [-] 34.1 34.1 33.7 0.367 1.20 0.963 0.790 0.732 0.923 0.975 0.831
ACCESS-CM2_CCAM [-] 33.0 33.0 33.7 -0.688 1.54 0.457 0.751 0.660 0.963 0.987 0.804
ACCESS-CM2_CMIP6 [-] 32.9 32.9 33.6 -0.772 1.54 1.05 0.729 0.648 0.922 0.990 0.787
ACCESS-ESM1-5_BARPA [-] 34.7 34.7 33.7 1.01 1.47 0.481 0.674 0.756 0.952 0.952 0.818
ACCESS-ESM1-5_CCAM [-] 33.9 33.9 33.7 0.219 1.52 0.461 0.808 0.620 0.964 0.976 0.797
ACCESS-ESM1-5_CMIP6 [-] 33.2 33.2 33.8 -0.556 1.39 0.641 0.754 0.689 0.942 0.992 0.813
CESM2_BARPA [-] 34.8 34.8 33.7 1.10 1.70 0.853 0.650 0.700 0.898 0.963 0.782
CESM2_CCAM [-] 34.3 34.3 33.7 0.547 1.51 0.856 0.758 0.642 0.938 0.943 0.785
CMCC-ESM2_BARPA [-] 35.1 35.1 33.7 1.36 2.05 2.14 0.598 0.641 0.668 0.941 0.698
CMCC-ESM2_CCAM [-] 32.5 32.5 33.7 -1.22 1.98 0.748 0.660 0.614 0.941 0.997 0.765
CMCC-ESM2_CMIP6 [-] 31.8 31.8 33.7 -1.85 2.45 1.43 0.546 0.614 0.818 0.942 0.707
CNRM-ESM2-1_CCAM [-] 30.7 30.7 33.7 -3.00 3.19 0.777 0.362 0.705 0.941 0.981 0.739
CNRM-ESM2-1_CMIP6 [-] 33.5 33.5 33.7 -0.258 0.814 0.491 0.839 0.819 0.950 0.845 0.854
EC-Earth3_BARPA [-] 34.2 34.2 33.7 0.437 1.04 0.396 0.799 0.775 0.965 0.916 0.846
EC-Earth3_CCAM [-] 32.0 32.0 33.7 -1.73 2.38 0.355 0.557 0.594 0.969 0.954 0.734
EC-Earth3_CMIP6 [-] 31.9 31.9 33.7 -1.79 2.67 0.349 0.550 0.527 0.969 0.982 0.711
ERA5_BARPA [-] 33.8 33.8 33.7 0.108 0.984 0.793 0.841 0.769 0.918 0.964 0.852
ERA5_CCAM [-] 32.4 32.4 33.7 -1.34 1.83 0.611 0.626 0.676 0.952 0.972 0.780
MPI-ESM1-2-HR_BARPA [-] 34.4 34.4 33.7 0.666 1.30 0.930 0.746 0.727 0.926 0.917 0.809
MPI-ESM1-2-HR_CMIP6 [-] 34.1 34.1 33.7 0.364 1.16 0.535 0.811 0.722 0.957 0.969 0.836
NorESM2-MM_BARPA [-] 33.8 33.8 33.7 0.109 1.41 1.03 0.810 0.677 0.910 0.993 0.813
NorESM2-MM_CCAM [-] 30.8 30.8 33.7 -2.88 3.11 0.868 0.381 0.674 0.935 0.994 0.732
NorESM2-MM_CMIP6 [-] 32.0 32.0 33.7 -1.73 1.93 0.907 0.548 0.825 0.936 0.992 0.825
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 22.6
ACCESS-CM2_BARPA [-] 22.1 22.1 22.6 -0.553 1.07 0.124 0.915 0.875 0.992 0.989 0.929
ACCESS-CM2_CCAM [-] 22.7 22.7 22.6 0.0849 1.46 0.0453 0.919 0.808 0.997 1.00 0.906
ACCESS-CM2_CMIP6 [-] 21.1 21.1 22.5 -1.35 1.73 0.0968 0.809 0.855 0.994 0.990 0.901
ACCESS-ESM1-5_BARPA [-] 23.2 23.2 22.6 0.590 1.19 0.0703 0.889 0.865 0.995 0.983 0.920
ACCESS-ESM1-5_CCAM [-] 23.2 23.2 22.6 0.531 1.44 0.0451 0.906 0.816 0.997 1.00 0.907
ACCESS-ESM1-5_CMIP6 [-] 21.9 21.9 22.5 -0.680 1.45 0.0530 0.843 0.865 0.997 0.960 0.906
CESM2_BARPA [-] 21.0 21.0 22.6 -1.58 1.78 0.0601 0.775 0.882 0.996 0.985 0.904
CESM2_CCAM [-] 22.4 22.4 22.6 -0.213 1.29 0.0582 0.926 0.831 0.996 0.998 0.917
CMCC-ESM2_BARPA [-] 21.7 21.7 22.6 -0.912 1.27 0.100 0.862 0.877 0.994 0.990 0.920
CMCC-ESM2_CCAM [-] 21.8 21.8 22.6 -0.798 1.18 0.0603 0.875 0.896 0.996 1.00 0.933
CMCC-ESM2_CMIP6 [-] 21.2 21.2 22.5 -1.36 1.61 0.103 0.797 0.891 0.993 1.00 0.915
CNRM-ESM2-1_CCAM [-] 22.1 22.1 22.6 -0.519 1.31 0.924 0.902 0.843 0.941 1.00 0.906
CNRM-ESM2-1_CMIP6 [-] 23.0 23.0 22.5 0.502 1.00 0.910 0.899 0.890 0.942 0.998 0.924
EC-Earth3_BARPA [-] 24.0 24.0 22.6 1.39 1.56 0.0327 0.792 0.917 0.998 0.985 0.922
EC-Earth3_CCAM [-] 24.6 24.6 22.6 1.98 2.08 0.0274 0.726 0.909 0.998 0.999 0.908
EC-Earth3_CMIP6 [-] 24.0 24.0 22.5 1.46 1.57 0.0534 0.790 0.921 0.997 0.995 0.925
ERA5_BARPA [-] 21.6 21.6 22.6 -1.01 1.13 0.0344 0.851 0.931 0.998 0.992 0.941
ERA5_CCAM [-] 22.4 22.4 22.7 -0.295 0.850 0.0542 0.915 0.912 0.997 1.00 0.947
MPI-ESM1-2-HR_BARPA [-] 22.1 22.1 22.6 -0.553 1.14 0.0596 0.910 0.866 0.996 0.980 0.924
MPI-ESM1-2-HR_CMIP6 [-] 22.3 22.3 22.6 -0.352 1.29 0.0546 0.916 0.838 0.996 0.999 0.918
NorESM2-MM_BARPA [-] 20.8 20.8 22.6 -1.78 2.00 0.544 0.751 0.868 0.965 0.994 0.889
NorESM2-MM_CCAM [-] 20.4 20.4 22.6 -2.25 2.41 0.0477 0.698 0.881 0.997 0.996 0.890
NorESM2-MM_CMIP6 [-] 20.1 20.1 22.5 -2.38 2.56 0.280 0.679 0.861 0.982 0.993 0.875
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 31.4
ACCESS-CM2_BARPA [-] 31.0 31.0 31.4 -0.381 1.25 0.385 0.911 0.820 0.974 0.987 0.903
ACCESS-CM2_CCAM [-] 30.7 30.7 31.4 -0.741 1.48 0.329 0.870 0.807 0.978 0.998 0.892
ACCESS-CM2_CMIP6 [-] 29.8 29.8 31.4 -1.62 2.06 0.378 0.752 0.802 0.975 0.993 0.864
ACCESS-ESM1-5_BARPA [-] 32.1 32.1 31.4 0.705 1.22 0.505 0.881 0.846 0.963 0.994 0.906
ACCESS-ESM1-5_CCAM [-] 31.3 31.3 31.4 -0.0691 1.05 0.574 0.944 0.841 0.961 0.998 0.917
ACCESS-ESM1-5_CMIP6 [-] 29.9 29.9 31.4 -1.49 1.95 0.634 0.769 0.816 0.957 0.987 0.869
CESM2_BARPA [-] 31.0 31.0 31.4 -0.364 1.37 0.510 0.898 0.814 0.949 0.942 0.883
CESM2_CCAM [-] 31.1 31.1 31.4 -0.324 1.05 0.363 0.917 0.855 0.976 0.991 0.918
CMCC-ESM2_BARPA [-] 31.6 31.6 31.4 0.225 1.60 0.324 0.907 0.769 0.968 0.951 0.873
CMCC-ESM2_CCAM [-] 30.2 30.2 31.4 -1.23 1.67 0.357 0.804 0.823 0.973 1.00 0.885
CMCC-ESM2_CMIP6 [-] 29.7 29.7 31.4 -1.73 2.21 0.737 0.734 0.786 0.916 0.985 0.841
CNRM-ESM2-1_CCAM [-] 29.1 29.1 31.4 -2.30 2.45 0.610 0.662 0.873 0.959 0.969 0.867
CNRM-ESM2-1_CMIP6 [-] 30.8 30.8 31.5 -0.668 1.01 0.580 0.880 0.897 0.961 0.996 0.926
EC-Earth3_BARPA [-] 32.4 32.4 31.4 0.956 1.24 0.284 0.845 0.876 0.975 1.00 0.914
EC-Earth3_CCAM [-] 31.7 31.7 31.4 0.289 1.13 0.489 0.887 0.866 0.961 0.923 0.901
EC-Earth3_CMIP6 [-] 31.3 31.3 31.4 -0.0512 1.21 0.646 0.887 0.842 0.946 0.934 0.890
ERA5_BARPA [-] 31.0 31.0 31.4 -0.425 0.943 0.325 0.912 0.876 0.969 0.986 0.924
ERA5_CCAM [-] 30.6 30.6 31.4 -0.849 1.03 0.222 0.852 0.921 0.982 0.999 0.935
MPI-ESM1-2-HR_BARPA [-] 31.8 31.8 31.4 0.401 0.935 0.413 0.920 0.869 0.972 0.991 0.924
MPI-ESM1-2-HR_CMIP6 [-] 31.8 31.8 31.4 0.372 1.09 0.569 0.923 0.841 0.961 1.00 0.913
NorESM2-MM_BARPA [-] 30.0 30.0 31.4 -1.37 2.28 0.372 0.791 0.732 0.966 0.966 0.838
NorESM2-MM_CCAM [-] 28.0 28.0 31.4 -3.45 3.56 0.511 0.544 0.862 0.966 0.995 0.845
NorESM2-MM_CMIP6 [-] 29.0 29.0 31.4 -2.45 2.58 0.286 0.650 0.875 0.981 0.992 0.875
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 27.8
ACCESS-CM2_BARPA [-] 27.5 27.5 27.8 -0.276 1.21 0.251 0.917 0.837 0.984 0.993 0.914
ACCESS-CM2_CCAM [-] 27.8 27.8 27.8 0.0350 1.46 0.0234 0.920 0.798 0.998 0.994 0.902
ACCESS-CM2_CMIP6 [-] 26.5 26.5 27.8 -1.33 1.79 0.0436 0.804 0.827 0.997 1.00 0.891
ACCESS-ESM1-5_BARPA [-] 28.8 28.8 27.8 0.975 1.42 0.119 0.848 0.851 0.992 0.989 0.906
ACCESS-ESM1-5_CCAM [-] 28.1 28.1 27.8 0.242 1.42 0.0683 0.925 0.806 0.995 0.996 0.906
ACCESS-ESM1-5_CMIP6 [-] 26.8 26.8 27.7 -0.893 1.49 0.191 0.854 0.839 0.987 1.00 0.904
CESM2_BARPA [-] 26.8 26.8 27.8 -1.01 1.50 0.0168 0.832 0.859 0.999 0.960 0.902
CESM2_CCAM [-] 27.5 27.5 27.8 -0.274 1.29 0.0124 0.923 0.825 0.999 1.00 0.914
CMCC-ESM2_BARPA [-] 27.4 27.4 27.8 -0.427 1.51 0.123 0.896 0.810 0.992 0.958 0.893
CMCC-ESM2_CCAM [-] 26.8 26.8 27.8 -0.982 1.43 0.174 0.841 0.863 0.988 1.00 0.911
CMCC-ESM2_CMIP6 [-] 26.4 26.4 27.8 -1.42 1.68 0.201 0.788 0.879 0.984 1.00 0.906
CNRM-ESM2-1_CCAM [-] 26.6 26.6 27.8 -1.16 1.66 0.386 0.820 0.854 0.975 0.922 0.885
CNRM-ESM2-1_CMIP6 [-] 28.2 28.2 27.9 0.295 1.19 0.270 0.894 0.852 0.983 0.921 0.900
EC-Earth3_BARPA [-] 29.5 29.5 27.8 1.63 1.82 0.0373 0.759 0.879 0.998 1.00 0.903
EC-Earth3_CCAM [-] 29.7 29.7 27.8 1.88 2.01 0.109 0.730 0.898 0.993 0.972 0.898
EC-Earth3_CMIP6 [-] 29.0 29.0 27.8 1.24 1.46 0.184 0.808 0.894 0.988 0.974 0.912
ERA5_BARPA [-] 27.2 27.2 27.8 -0.625 1.03 0.0212 0.888 0.893 0.999 0.994 0.933
ERA5_CCAM [-] 27.7 27.7 27.8 -0.105 0.762 0.0204 0.928 0.910 0.999 1.00 0.949
MPI-ESM1-2-HR_BARPA [-] 27.9 27.9 27.8 0.0623 0.992 0.102 0.939 0.862 0.993 0.986 0.928
MPI-ESM1-2-HR_CMIP6 [-] 27.9 27.9 27.8 0.108 1.09 0.236 0.929 0.853 0.984 0.990 0.922
NorESM2-MM_BARPA [-] 26.1 26.1 27.8 -1.75 2.22 0.0309 0.746 0.816 0.998 0.991 0.873
NorESM2-MM_CCAM [-] 24.9 24.9 27.8 -2.94 3.17 0.0693 0.618 0.836 0.995 0.999 0.857
NorESM2-MM_CMIP6 [-] 25.4 25.4 27.8 -2.40 2.61 0.0222 0.673 0.858 0.999 0.988 0.875
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 16.0
ACCESS-CM2_BARPA [-] 15.0 15.0 15.9 -0.966 1.12 0.534 0.781 0.911 0.966 0.998 0.913
ACCESS-CM2_CCAM [-] 16.0 16.0 16.0 0.0464 1.02 0.462 0.863 0.828 0.970 0.998 0.897
ACCESS-CM2_CMIP6 [-] 14.5 14.5 15.3 -0.803 1.16 0.487 0.795 0.841 0.969 0.114 0.712
ACCESS-ESM1-5_BARPA [-] 15.9 15.9 15.9 -0.0845 0.814 0.526 0.859 0.891 0.966 0.997 0.921
ACCESS-ESM1-5_CCAM [-] 16.2 16.2 16.0 0.221 1.02 0.497 0.856 0.835 0.968 0.995 0.898
ACCESS-ESM1-5_CMIP6 [-] 16.3 16.3 17.0 -0.645 0.744 0.983 0.820 0.893 0.937 1.00 0.909
CESM2_BARPA [-] 13.5 13.5 15.9 -2.40 2.44 0.329 0.554 0.892 0.979 0.999 0.863
CESM2_CCAM [-] 14.3 14.3 16.0 -1.73 1.94 0.447 0.655 0.835 0.971 0.999 0.859
CMCC-ESM2_BARPA [-] 14.5 14.5 15.9 -1.47 1.56 0.361 0.699 0.897 0.977 0.993 0.893
CMCC-ESM2_CCAM [-] 15.4 15.4 16.0 -0.567 0.859 0.454 0.847 0.899 0.970 1.00 0.923
CMCC-ESM2_CMIP6 [-] 15.2 15.2 16.4 -1.19 1.73 0.00 0.740 0.734 1.00 0.258 0.693
CNRM-ESM2-1_CCAM [-] 15.4 15.4 16.0 -0.590 1.09 0.555 0.831 0.851 0.964 0.999 0.899
CNRM-ESM2-1_CMIP6 [-] 15.7 15.7 16.5 -0.764 0.970 0.983 0.809 0.850 0.937 0.536 0.796
EC-Earth3_BARPA [-] 16.4 16.4 15.9 0.482 0.823 0.353 0.851 0.907 0.976 0.997 0.927
EC-Earth3_CCAM [-] 17.5 17.5 16.0 1.51 1.63 0.282 0.687 0.892 0.980 0.997 0.890
EC-Earth3_CMIP6 [-] 16.5 16.5 16.1 0.483 0.849 0.162 0.832 0.920 0.990 0.993 0.931
ERA5_BARPA [-] 14.5 14.5 15.9 -1.47 1.52 0.353 0.697 0.926 0.977 0.999 0.905
ERA5_CCAM [-] 15.8 15.8 16.0 -0.157 0.762 0.450 0.872 0.895 0.971 0.996 0.926
MPI-ESM1-2-HR_BARPA [-] 14.3 14.3 15.9 -1.67 1.78 0.400 0.666 0.870 0.973 0.996 0.875
MPI-ESM1-2-HR_CMIP6 [-] 14.4 14.4 16.0 -1.65 1.84 0.654 0.677 0.839 0.958 0.463 0.755
NorESM2-MM_BARPA [-] 14.0 14.0 15.9 -1.95 2.01 0.534 0.619 0.896 0.966 0.997 0.875
NorESM2-MM_CCAM [-] 14.2 14.2 16.0 -1.84 1.99 0.440 0.638 0.856 0.972 0.994 0.863
NorESM2-MM_CMIP6 [-] 14.5 14.5 16.4 -1.90 2.07 0.488 0.612 0.822 0.969 0.873 0.819
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 14.4
ACCESS-CM2_BARPA [-] 13.2 13.2 14.4 -1.22 1.33 0.0118 0.718 0.883 0.999 0.989 0.895
ACCESS-CM2_CCAM [-] 14.0 14.0 14.4 -0.394 0.888 0.0299 0.856 0.855 0.998 0.988 0.910
ACCESS-CM2_CMIP6 [-] 13.3 13.3 14.8 -1.42 1.82 0.00 0.653 0.711 1.00 1.00 0.815
ACCESS-ESM1-5_BARPA [-] 13.9 13.9 14.4 -0.594 0.852 0.0118 0.838 0.886 0.999 0.992 0.920
ACCESS-ESM1-5_CCAM [-] 13.8 13.8 14.4 -0.568 0.924 0.104 0.832 0.870 0.993 0.990 0.911
ACCESS-ESM1-5_CMIP6 [-] 15.2 15.2 15.0 0.221 0.869 0.496 0.943 0.800 0.968 0.995 0.901
CESM2_BARPA [-] 11.8 11.8 14.4 -2.66 2.71 0.635 0.482 0.871 0.959 0.994 0.835
CESM2_CCAM [-] 12.1 12.1 14.4 -2.32 2.41 0.767 0.535 0.849 0.951 0.977 0.832
CMCC-ESM2_BARPA [-] 12.7 12.7 14.4 -1.75 1.82 0.818 0.622 0.886 0.948 0.984 0.865
CMCC-ESM2_CCAM [-] 13.7 13.7 14.4 -0.673 0.916 0.883 0.821 0.891 0.943 0.979 0.905
CMCC-ESM2_CMIP6 [-] 14.2 14.2 14.5 -0.271 2.18 0.651 0.624 0.720 0.958 0.794 0.763
CNRM-ESM2-1_CCAM [-] 13.1 13.1 14.4 -1.29 1.40 0.504 0.710 0.887 0.968 0.976 0.886
CNRM-ESM2-1_CMIP6 [-] 15.0 15.0 15.1 -0.148 0.845 0.00 0.856 0.843 1.00 0.699 0.848
EC-Earth3_BARPA [-] 14.7 14.7 14.4 0.302 0.771 0.0236 0.862 0.875 0.998 0.987 0.919
EC-Earth3_CCAM [-] 15.6 15.6 14.4 1.18 1.35 0.0299 0.720 0.871 0.998 0.985 0.889
EC-Earth3_CMIP6 [-] 15.6 15.6 14.5 1.04 1.36 0.00 0.724 0.841 1.00 0.995 0.880
ERA5_BARPA [-] 13.0 13.0 14.5 -1.45 1.50 0.295 0.674 0.924 0.981 0.994 0.899
ERA5_CCAM [-] 14.1 14.1 14.4 -0.330 0.676 0.499 0.863 0.919 0.968 0.992 0.932
MPI-ESM1-2-HR_BARPA [-] 12.3 12.3 14.4 -2.19 2.26 0.723 0.551 0.866 0.954 0.984 0.844
MPI-ESM1-2-HR_CMIP6 [-] 12.8 12.8 14.5 -1.70 1.92 0.784 0.613 0.784 0.950 0.555 0.737
NorESM2-MM_BARPA [-] 12.4 12.4 14.4 -2.04 2.10 0.0118 0.574 0.880 0.999 0.988 0.864
NorESM2-MM_CCAM [-] 12.2 12.2 14.4 -2.22 2.29 0.0299 0.549 0.872 0.998 0.991 0.857
NorESM2-MM_CMIP6 [-] 13.4 13.4 14.5 -1.12 1.61 0.00 0.717 0.782 1.00 0.347 0.726
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 18.6
ACCESS-CM2_BARPA [-] 17.8 17.8 18.6 -0.804 1.16 0.414 0.825 0.881 0.973 0.979 0.908
ACCESS-CM2_CCAM [-] 19.5 19.5 18.6 0.915 1.67 0.180 0.782 0.768 0.988 0.979 0.857
ACCESS-CM2_CMIP6 [-] 18.1 18.1 19.4 -1.29 1.76 0.321 0.713 0.832 0.979 0.898 0.851
ACCESS-ESM1-5_BARPA [-] 18.9 18.9 18.6 0.262 1.05 0.187 0.850 0.857 0.988 0.982 0.907
ACCESS-ESM1-5_CCAM [-] 19.8 19.8 18.6 1.23 1.80 0.0886 0.740 0.779 0.994 0.993 0.857
ACCESS-ESM1-5_CMIP6 [-] 19.5 19.5 19.3 0.271 1.04 0.00 0.944 0.794 1.00 0.968 0.900
CESM2_BARPA [-] 16.7 16.7 18.6 -1.97 2.09 0.0814 0.654 0.872 0.995 0.986 0.876
CESM2_CCAM [-] 19.1 19.1 18.6 0.503 1.69 0.0584 0.825 0.739 0.996 0.978 0.855
CMCC-ESM2_BARPA [-] 17.5 17.5 18.6 -1.17 1.38 0.0849 0.780 0.884 0.995 0.978 0.904
CMCC-ESM2_CCAM [-] 18.6 18.6 18.6 0.00145 1.00 0.117 0.846 0.877 0.993 0.978 0.914
CMCC-ESM2_CMIP6 [-] 18.5 18.5 18.5 -0.0752 1.12 0.656 0.858 0.837 0.958 0.652 0.828
CNRM-ESM2-1_CCAM [-] 18.9 18.9 18.6 0.365 1.57 0.929 0.839 0.750 0.940 0.977 0.851
CNRM-ESM2-1_CMIP6 [-] 18.3 18.3 18.0 0.324 0.760 0.660 0.930 0.869 0.958 0.989 0.923
EC-Earth3_BARPA [-] 19.2 19.2 18.6 0.581 1.11 0.0778 0.823 0.875 0.995 0.979 0.910
EC-Earth3_CCAM [-] 20.8 20.8 18.6 2.27 2.45 0.0926 0.610 0.830 0.994 0.989 0.850
EC-Earth3_CMIP6 [-] 20.3 20.3 18.8 1.56 1.88 0.169 0.713 0.823 0.989 0.987 0.867
ERA5_BARPA [-] 17.3 17.3 18.7 -1.41 1.51 0.0779 0.742 0.912 0.995 0.992 0.910
ERA5_CCAM [-] 18.9 18.9 18.6 0.295 0.984 0.0599 0.843 0.883 0.996 0.992 0.919
MPI-ESM1-2-HR_BARPA [-] 18.0 18.0 18.6 -0.676 1.31 0.0884 0.847 0.821 0.994 0.954 0.888
MPI-ESM1-2-HR_CMIP6 [-] 18.9 18.9 18.5 0.367 1.95 0.00 0.863 0.680 1.00 1.00 0.844
NorESM2-MM_BARPA [-] 16.8 16.8 18.6 -1.88 1.97 0.799 0.669 0.893 0.949 0.978 0.876
NorESM2-MM_CCAM [-] 17.5 17.5 18.6 -1.05 1.42 0.182 0.798 0.849 0.988 0.992 0.895
NorESM2-MM_CMIP6 [-] 17.2 17.2 18.5 -1.37 1.51 0.983 0.721 0.869 0.937 0.844 0.848
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 19.0
ACCESS-CM2_BARPA [-] 18.5 18.5 18.9 -0.395 0.910 0.275 0.913 0.861 0.982 0.947 0.913
ACCESS-CM2_CCAM [-] 19.9 19.9 19.0 0.944 1.71 0.345 0.801 0.759 0.978 0.980 0.855
ACCESS-CM2_CMIP6 [-] 16.6 16.6 18.7 -2.14 2.24 0.00 0.604 0.852 1.00 0.00984 0.664
ACCESS-ESM1-5_BARPA [-] 19.4 19.4 18.9 0.469 0.995 0.283 0.878 0.856 0.982 0.940 0.902
ACCESS-ESM1-5_CCAM [-] 19.8 19.8 19.0 0.791 1.48 0.601 0.830 0.789 0.961 0.993 0.872
ACCESS-ESM1-5_CMIP6 [-] 19.0 19.0 19.3 -0.376 0.689 0.492 0.932 0.898 0.968 0.671 0.873
CESM2_BARPA [-] 17.0 17.0 18.9 -1.91 2.02 0.661 0.671 0.876 0.958 0.959 0.868
CESM2_CCAM [-] 18.4 18.4 19.0 -0.531 1.40 0.719 0.873 0.789 0.954 0.983 0.878
CMCC-ESM2_BARPA [-] 17.8 17.8 18.9 -1.13 1.26 0.687 0.793 0.902 0.956 0.961 0.903
CMCC-ESM2_CCAM [-] 19.0 19.0 19.0 -0.00821 0.843 0.717 0.915 0.869 0.954 0.999 0.921
CMCC-ESM2_CMIP6 [-] 17.8 17.8 19.3 -1.52 1.65 0.983 0.711 0.873 0.937 0.763 0.832
CNRM-ESM2-1_CCAM [-] 19.2 19.2 19.0 0.234 1.22 0.259 0.896 0.801 0.983 0.996 0.895
CNRM-ESM2-1_CMIP6 [-] 18.5 18.5 18.4 0.0969 0.399 0.00 0.976 0.907 1.00 1.00 0.958
EC-Earth3_BARPA [-] 20.4 20.4 18.9 1.50 1.70 0.109 0.716 0.877 0.993 0.915 0.876
EC-Earth3_CCAM [-] 21.5 21.5 19.0 2.51 2.63 0.383 0.592 0.857 0.975 0.991 0.855
EC-Earth3_CMIP6 [-] 20.4 20.4 18.9 1.43 1.55 0.164 0.744 0.882 0.989 0.832 0.866
ERA5_BARPA [-] 18.2 18.2 19.0 -0.801 0.933 0.527 0.851 0.920 0.966 0.949 0.921
ERA5_CCAM [-] 19.5 19.5 19.0 0.505 0.938 0.686 0.869 0.875 0.956 0.997 0.915
MPI-ESM1-2-HR_BARPA [-] 17.9 17.9 18.9 -0.997 1.34 0.691 0.816 0.841 0.956 0.944 0.880
MPI-ESM1-2-HR_CMIP6 [-] 18.4 18.4 19.0 -0.659 1.25 0.787 0.870 0.809 0.950 0.859 0.859
NorESM2-MM_BARPA [-] 17.3 17.3 18.9 -1.61 1.68 0.279 0.717 0.907 0.982 0.963 0.895
NorESM2-MM_CCAM [-] 17.4 17.4 19.0 -1.55 1.70 0.376 0.726 0.883 0.976 1.00 0.894
NorESM2-MM_CMIP6 [-] 17.3 17.3 19.3 -2.02 2.15 0.198 0.640 0.855 0.987 0.900 0.847
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 23.1
ACCESS-CM2_BARPA [-] 22.9 22.9 23.1 -0.206 1.31 0.845 0.899 0.800 0.946 0.936 0.876
ACCESS-CM2_CCAM [-] 24.0 24.0 23.1 0.895 2.02 0.606 0.788 0.738 0.961 0.910 0.827
ACCESS-CM2_CMIP6 [-] 21.5 21.5 22.8 -1.39 1.82 0.737 0.741 0.806 0.953 0.682 0.798
ACCESS-ESM1-5_BARPA [-] 23.9 23.9 23.1 0.799 1.46 0.261 0.825 0.814 0.983 0.910 0.869
ACCESS-ESM1-5_CCAM [-] 23.6 23.6 23.1 0.555 1.65 0.238 0.835 0.776 0.985 0.906 0.856
ACCESS-ESM1-5_CMIP6 [-] 22.8 22.8 22.9 -0.123 0.776 0.00 0.957 0.881 1.00 0.960 0.936
CESM2_BARPA [-] 21.6 21.6 23.1 -1.54 1.83 0.0130 0.747 0.851 0.999 0.910 0.872
CESM2_CCAM [-] 22.8 22.8 23.1 -0.312 1.38 0.0336 0.874 0.815 0.998 0.884 0.877
CMCC-ESM2_BARPA [-] 22.2 22.2 23.1 -0.976 1.44 0.173 0.820 0.845 0.989 0.924 0.885
CMCC-ESM2_CCAM [-] 22.8 22.8 23.1 -0.307 1.34 0.0153 0.863 0.827 0.999 0.925 0.888
CMCC-ESM2_CMIP6 [-] 21.4 21.4 23.0 -1.65 2.01 0.139 0.715 0.865 0.991 0.211 0.729
CNRM-ESM2-1_CCAM [-] 23.2 23.2 23.1 0.0810 1.48 0.978 0.850 0.797 0.937 0.923 0.861
CNRM-ESM2-1_CMIP6 [-] 24.7 24.7 23.6 1.09 1.62 0.983 0.780 0.825 0.937 0.380 0.749
EC-Earth3_BARPA [-] 24.8 24.8 23.1 1.71 1.99 0.121 0.695 0.868 0.992 0.901 0.865
EC-Earth3_CCAM [-] 25.5 25.5 23.1 2.45 2.68 0.151 0.613 0.850 0.990 0.868 0.834
EC-Earth3_CMIP6 [-] 24.0 24.0 22.9 1.03 1.75 0.340 0.745 0.862 0.978 0.573 0.804
ERA5_BARPA [-] 22.6 22.6 23.1 -0.588 1.09 0.108 0.868 0.874 0.993 0.941 0.910
ERA5_CCAM [-] 23.4 23.4 23.1 0.262 1.18 0.0989 0.848 0.853 0.994 0.917 0.893
MPI-ESM1-2-HR_BARPA [-] 22.9 22.9 23.1 -0.268 1.22 0.00530 0.893 0.820 1.00 0.898 0.886
MPI-ESM1-2-HR_CMIP6 [-] 23.2 23.2 23.2 0.0142 0.923 0.00 0.900 0.867 1.00 0.960 0.919
NorESM2-MM_BARPA [-] 21.5 21.5 23.1 -1.66 2.05 0.299 0.733 0.815 0.981 0.957 0.860
NorESM2-MM_CCAM [-] 20.8 20.8 23.1 -2.33 2.62 0.0671 0.644 0.817 0.996 0.955 0.846
NorESM2-MM_CMIP6 [-] 20.6 20.6 23.0 -2.49 2.82 0.139 0.637 0.790 0.991 0.299 0.701
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 24.4
ACCESS-CM2_BARPA [-] 23.9 23.9 24.4 -0.482 1.26 0.130 0.896 0.825 0.992 0.991 0.906
ACCESS-CM2_CCAM [-] 25.1 25.1 24.4 0.686 1.65 0.131 0.862 0.773 0.992 1.00 0.880
ACCESS-CM2_CMIP6 [-] 23.4 23.4 24.4 -0.952 1.62 0.0736 0.835 0.832 0.995 0.993 0.897
ACCESS-ESM1-5_BARPA [-] 25.2 25.2 24.4 0.832 1.41 0.161 0.850 0.826 0.990 0.982 0.895
ACCESS-ESM1-5_CCAM [-] 25.1 25.1 24.4 0.705 1.69 0.125 0.861 0.772 0.992 0.993 0.878
ACCESS-ESM1-5_CMIP6 [-] 24.2 24.2 24.4 -0.243 1.03 0.602 0.915 0.866 0.961 0.992 0.920
CESM2_BARPA [-] 22.8 22.8 24.4 -1.54 1.84 0.109 0.749 0.870 0.993 0.958 0.888
CESM2_CCAM [-] 23.9 23.9 24.4 -0.518 1.62 0.117 0.870 0.789 0.992 0.965 0.881
CMCC-ESM2_BARPA [-] 23.4 23.4 24.4 -0.947 1.45 0.105 0.823 0.859 0.993 0.954 0.898
CMCC-ESM2_CCAM [-] 23.9 23.9 24.4 -0.497 1.15 0.135 0.883 0.864 0.991 0.994 0.919
CMCC-ESM2_CMIP6 [-] 22.9 22.9 24.2 -1.37 1.61 0.300 0.768 0.890 0.981 0.933 0.892
CNRM-ESM2-1_CCAM [-] 23.5 23.5 24.4 -0.921 1.68 0.254 0.836 0.810 0.984 0.985 0.885
CNRM-ESM2-1_CMIP6 [-] 24.6 24.6 24.4 0.126 1.10 0.248 0.911 0.844 0.984 0.999 0.916
EC-Earth3_BARPA [-] 25.8 25.8 24.4 1.46 1.84 0.176 0.760 0.828 0.989 0.995 0.880
EC-Earth3_CCAM [-] 26.7 26.7 24.4 2.26 2.46 0.0953 0.661 0.846 0.994 0.999 0.869
EC-Earth3_CMIP6 [-] 25.8 25.8 24.5 1.36 1.62 0.160 0.772 0.868 0.990 0.999 0.899
ERA5_BARPA [-] 23.4 23.4 24.4 -1.03 1.21 0.0939 0.827 0.914 0.994 0.995 0.928
ERA5_CCAM [-] 24.6 24.6 24.4 0.184 0.920 0.139 0.904 0.876 0.991 1.00 0.929
MPI-ESM1-2-HR_BARPA [-] 23.4 23.4 24.4 -0.965 1.52 0.185 0.827 0.827 0.988 0.966 0.887
MPI-ESM1-2-HR_CMIP6 [-] 23.9 23.9 24.5 -0.627 1.16 0.0857 0.878 0.863 0.994 0.968 0.913
NorESM2-MM_BARPA [-] 22.6 22.6 24.4 -1.82 2.07 0.0994 0.720 0.861 0.994 0.996 0.886
NorESM2-MM_CCAM [-] 22.3 22.3 24.4 -2.07 2.40 0.101 0.691 0.830 0.993 0.997 0.868
NorESM2-MM_CMIP6 [-] 22.0 22.0 24.2 -2.26 2.44 0.150 0.661 0.861 0.990 0.957 0.866
Download Data
Period Mean (original grids) [degrees_Celsius]
Model Period Mean (intersection) [degrees_Celsius]
Benchmark Period Mean (intersection) [degrees_Celsius]
Model Period Mean (complement) [degrees_Celsius]
Benchmark Period Mean (complement) [degrees_Celsius]
Bias [degrees_Celsius]
RMSE [degrees_Celsius]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 30.6
ACCESS-CM2_BARPA [-] 31.0 31.0 30.5 0.437 1.46 0.843 0.588 0.730 0.930 0.870 0.770
ACCESS-CM2_CCAM [-] 31.1 31.1 30.6 0.490 1.48 0.898 0.697 0.605 0.936 0.987 0.766
ACCESS-CM2_CMIP6 [-] 28.9 28.9 30.4 -1.57 1.99 1.24 0.534 0.600 0.870 0.947 0.710
ACCESS-ESM1-5_BARPA [-] 31.4 31.4 30.5 0.839 1.52 0.430 0.561 0.768 0.967 0.895 0.792
ACCESS-ESM1-5_CCAM [-] 31.6 31.6 30.6 1.04 1.45 0.350 0.591 0.729 0.972 0.989 0.802
ACCESS-ESM1-5_CMIP6 [-] 30.8 30.8 31.3 -0.511 0.979 1.02 0.715 0.697 0.933 0.797 0.768
CESM2_BARPA [-] 31.6 31.6 30.5 1.04 1.62 0.583 0.545 0.766 0.950 0.904 0.786
CESM2_CCAM [-] 31.4 31.4 30.6 0.758 1.26 0.407 0.655 0.714 0.968 0.986 0.808
CMCC-ESM2_BARPA [-] 31.4 31.4 30.5 0.846 1.62 0.536 0.560 0.721 0.958 0.892 0.770
CMCC-ESM2_CCAM [-] 30.4 30.4 30.6 -0.149 0.876 0.348 0.793 0.766 0.974 0.997 0.859
CMCC-ESM2_CMIP6 [-] 29.7 29.7 30.9 -1.22 1.44 0.570 0.552 0.689 0.962 0.999 0.778
CNRM-ESM2-1_CCAM [-] 28.5 28.5 30.6 -2.08 2.21 0.415 0.407 0.735 0.972 0.986 0.767
CNRM-ESM2-1_CMIP6 [-] 30.3 30.3 31.7 -1.44 1.86 0.509 0.511 0.662 0.966 0.544 0.669
EC-Earth3_BARPA [-] 30.4 30.4 30.5 -0.0964 0.969 0.320 0.759 0.765 0.977 0.978 0.849
EC-Earth3_CCAM [-] 29.9 29.9 30.6 -0.738 1.22 0.196 0.675 0.719 0.986 0.992 0.818
EC-Earth3_CMIP6 [-] 29.5 29.5 30.8 -1.24 1.54 0.138 0.561 0.680 0.991 0.999 0.782
ERA5_BARPA [-] 30.5 30.5 30.5 -0.0196 1.02 0.482 0.707 0.797 0.965 0.934 0.840
ERA5_CCAM [-] 30.1 30.1 30.6 -0.477 1.01 0.427 0.742 0.751 0.971 1.00 0.843
MPI-ESM1-2-HR_BARPA [-] 30.5 30.5 30.5 -0.0386 1.33 0.512 0.642 0.718 0.963 0.882 0.784
MPI-ESM1-2-HR_CMIP6 [-] 31.0 31.0 30.7 0.306 1.42 0.544 0.627 0.687 0.964 0.996 0.792
NorESM2-MM_BARPA [-] 31.0 31.0 30.5 0.502 1.15 0.616 0.659 0.778 0.957 0.944 0.823
NorESM2-MM_CCAM [-] 28.7 28.7 30.6 -1.90 2.07 0.758 0.438 0.715 0.944 0.998 0.762
NorESM2-MM_CMIP6 [-] 29.4 29.4 30.9 -1.53 1.71 0.683 0.476 0.694 0.954 0.999 0.764

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

Relationships

Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.750 0.936 0.936
ACCESS-CM2_CCAM [-] 0.652 0.963 0.963
ACCESS-CM2_CMIP6 [-] 0.566 0.945 0.945
ACCESS-ESM1-5_BARPA [-] 0.743 0.944 0.944
ACCESS-ESM1-5_CCAM [-] 0.637 0.963 0.963
ACCESS-ESM1-5_CMIP6 [-] 0.537 0.946 0.946
CESM2_BARPA [-] 0.787 0.908 0.908
CESM2_CCAM [-] 0.838 0.966 0.966
CMCC-ESM2_BARPA [-] 0.805 0.898 0.898
CMCC-ESM2_CCAM [-] 0.603 0.945 0.945
CMCC-ESM2_CMIP6 [-] 0.578 0.914 0.914
CNRM-ESM2-1_CCAM [-] 0.658 0.937 0.937
CNRM-ESM2-1_CMIP6 [-] 0.644 0.937 0.937
EC-Earth3_BARPA [-] 0.807 0.960 0.960
EC-Earth3_CCAM [-] 0.718 0.968 0.968
EC-Earth3_CMIP6 [-] 0.688 0.968 0.968
ERA5_BARPA [-] 0.799 0.939 0.939
ERA5_CCAM [-] 0.667 0.964 0.964
MPI-ESM1-2-HR_BARPA [-] 0.700 0.968 0.968
MPI-ESM1-2-HR_CMIP6 [-] 0.780 0.939 0.939
NorESM2-MM_BARPA [-] 0.707 0.953 0.953
NorESM2-MM_CCAM [-] 0.556 0.907 0.907
NorESM2-MM_CMIP6 [-] 0.478 0.905 0.905
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.644 0.942 0.942
ACCESS-CM2_CCAM [-] 0.677 0.966 0.966
ACCESS-CM2_CMIP6 [-] 0.631 0.871 0.871
ACCESS-ESM1-5_BARPA [-] 0.607 0.898 0.898
ACCESS-ESM1-5_CCAM [-] 0.577 0.915 0.915
ACCESS-ESM1-5_CMIP6 [-] 0.534 0.898 0.898
CESM2_BARPA [-] 0.650 0.954 0.954
CESM2_CCAM [-] 0.712 0.938 0.938
CMCC-ESM2_BARPA [-] 0.643 0.947 0.947
CMCC-ESM2_CCAM [-] 0.621 0.935 0.935
CMCC-ESM2_CMIP6 [-] 0.559 0.913 0.913
CNRM-ESM2-1_CCAM [-] 0.674 0.947 0.947
CNRM-ESM2-1_CMIP6 [-] 0.704 0.959 0.959
EC-Earth3_BARPA [-] 0.654 0.875 0.875
EC-Earth3_CCAM [-] 0.678 0.911 0.911
EC-Earth3_CMIP6 [-] 0.599 0.915 0.915
ERA5_BARPA [-] 0.662 0.954 0.954
ERA5_CCAM [-] 0.716 0.959 0.959
MPI-ESM1-2-HR_BARPA [-] 0.663 0.933 0.933
MPI-ESM1-2-HR_CMIP6 [-] 0.590 0.921 0.921
NorESM2-MM_BARPA [-] 0.657 0.943 0.943
NorESM2-MM_CCAM [-] 0.698 0.892 0.892
NorESM2-MM_CMIP6 [-] 0.610 0.892 0.892
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.650 0.947 0.951
ACCESS-CM2_CCAM [-] 0.585 0.907 0.924
ACCESS-CM2_CMIP6 [-] 0.545 0.894 0.920
ACCESS-ESM1-5_BARPA [-] 0.664 0.957 0.959
ACCESS-ESM1-5_CCAM [-] 0.590 0.923 0.938
ACCESS-ESM1-5_CMIP6 [-] 0.546 0.906 0.936
CESM2_BARPA [-] 0.676 0.941 0.944
CESM2_CCAM [-] 0.662 0.936 0.951
CMCC-ESM2_BARPA [-] 0.698 0.930 0.938
CMCC-ESM2_CCAM [-] 0.606 0.918 0.938
CMCC-ESM2_CMIP6 [-] 0.592 0.920 0.936
CNRM-ESM2-1_CCAM [-] 0.690 0.922 0.936
CNRM-ESM2-1_CMIP6 [-] 0.519 0.931 0.941
EC-Earth3_BARPA [-] 0.740 0.963 0.963
EC-Earth3_CCAM [-] 0.662 0.923 0.931
EC-Earth3_CMIP6 [-] 0.640 0.933 0.942
ERA5_BARPA [-] 0.686 0.934 0.943
ERA5_CCAM [-] 0.703 0.959 0.964
MPI-ESM1-2-HR_BARPA [-] 0.725 0.957 0.961
MPI-ESM1-2-HR_CMIP6 [-] 0.558 0.947 0.944
NorESM2-MM_BARPA [-] 0.665 0.935 0.938
NorESM2-MM_CCAM [-] 0.613 0.870 0.890
NorESM2-MM_CMIP6 [-] 0.660 0.855 0.892
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.656 0.967 0.967
ACCESS-CM2_CCAM [-] 0.690 0.975 0.976
ACCESS-CM2_CMIP6 [-] 0.612 0.951 0.949
ACCESS-ESM1-5_BARPA [-] 0.595 0.957 0.953
ACCESS-ESM1-5_CCAM [-] 0.580 0.978 0.981
ACCESS-ESM1-5_CMIP6 [-] 0.598 0.954 0.958
CESM2_BARPA [-] 0.692 0.958 0.957
CESM2_CCAM [-] 0.687 0.983 0.985
CMCC-ESM2_BARPA [-] 0.705 0.954 0.954
CMCC-ESM2_CCAM [-] 0.733 0.968 0.963
CMCC-ESM2_CMIP6 [-] 0.667 0.915 0.922
CNRM-ESM2-1_CCAM [-] 0.673 0.909 0.910
CNRM-ESM2-1_CMIP6 [-] 0.623 0.949 0.959
EC-Earth3_BARPA [-] 0.632 0.978 0.980
EC-Earth3_CCAM [-] 0.636 0.955 0.952
EC-Earth3_CMIP6 [-] 0.643 0.948 0.943
ERA5_BARPA [-] 0.667 0.975 0.971
ERA5_CCAM [-] 0.616 0.961 0.957
MPI-ESM1-2-HR_BARPA [-] 0.655 0.965 0.968
MPI-ESM1-2-HR_CMIP6 [-] 0.704 0.971 0.965
NorESM2-MM_BARPA [-] 0.729 0.975 0.977
NorESM2-MM_CCAM [-] 0.592 0.914 0.909
NorESM2-MM_CMIP6 [-] 0.625 0.931 0.924
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.668 0.913 0.913
ACCESS-CM2_CCAM [-] 0.741 0.972 0.972
ACCESS-CM2_CMIP6 [-] 0.628 0.862 0.862
ACCESS-ESM1-5_BARPA [-] 0.690 0.953 0.953
ACCESS-ESM1-5_CCAM [-] 0.684 0.960 0.960
ACCESS-ESM1-5_CMIP6 [-] 0.597 0.855 0.855
CESM2_BARPA [-] 0.694 0.878 0.878
CESM2_CCAM [-] 0.615 0.928 0.928
CMCC-ESM2_BARPA [-] 0.683 0.920 0.920
CMCC-ESM2_CCAM [-] 0.703 0.944 0.944
CMCC-ESM2_CMIP6 [-] 0.693 0.859 0.859
CNRM-ESM2-1_CCAM [-] 0.733 0.941 0.941
CNRM-ESM2-1_CMIP6 [-] 0.647 0.860 0.860
EC-Earth3_BARPA [-] 0.695 0.963 0.963
EC-Earth3_CCAM [-] 0.756 0.928 0.928
EC-Earth3_CMIP6 [-] 0.594 0.821 0.821
ERA5_BARPA [-] 0.687 0.906 0.906
ERA5_CCAM [-] 0.755 0.967 0.967
MPI-ESM1-2-HR_BARPA [-] 0.613 0.892 0.892
MPI-ESM1-2-HR_CMIP6 [-] 0.594 0.886 0.886
NorESM2-MM_BARPA [-] 0.678 0.880 0.880
NorESM2-MM_CCAM [-] 0.726 0.888 0.888
NorESM2-MM_CMIP6 [-] 0.610 0.904 0.904
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.596 0.961 0.963
ACCESS-CM2_CCAM [-] 0.551 0.953 0.948
ACCESS-CM2_CMIP6 [-] 0.607 0.927 0.933
ACCESS-ESM1-5_BARPA [-] 0.588 0.956 0.941
ACCESS-ESM1-5_CCAM [-] 0.615 0.977 0.968
ACCESS-ESM1-5_CMIP6 [-] 0.612 0.919 0.932
CESM2_BARPA [-] 0.637 0.952 0.950
CESM2_CCAM [-] 0.715 0.966 0.957
CMCC-ESM2_BARPA [-] 0.563 0.946 0.963
CMCC-ESM2_CCAM [-] 0.601 0.935 0.942
CMCC-ESM2_CMIP6 [-] 0.615 0.914 0.920
CNRM-ESM2-1_CCAM [-] 0.638 0.924 0.925
CNRM-ESM2-1_CMIP6 [-] 0.629 0.950 0.953
EC-Earth3_BARPA [-] 0.697 0.953 0.940
EC-Earth3_CCAM [-] 0.656 0.972 0.952
EC-Earth3_CMIP6 [-] 0.708 0.974 0.953
ERA5_BARPA [-] 0.681 0.973 0.973
ERA5_CCAM [-] 0.661 0.953 0.957
MPI-ESM1-2-HR_BARPA [-] 0.687 0.953 0.955
MPI-ESM1-2-HR_CMIP6 [-] 0.663 0.929 0.939
NorESM2-MM_BARPA [-] 0.669 0.936 0.936
NorESM2-MM_CCAM [-] 0.479 0.864 0.883
NorESM2-MM_CMIP6 [-] 0.625 0.900 0.913
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.735 0.918 0.922
ACCESS-CM2_CCAM [-] 0.716 0.968 0.931
ACCESS-CM2_CMIP6 [-] 0.611 0.826 0.898
ACCESS-ESM1-5_BARPA [-] 0.689 0.939 0.929
ACCESS-ESM1-5_CCAM [-] 0.740 0.962 0.932
ACCESS-ESM1-5_CMIP6 [-] 0.597 0.763 0.856
CESM2_BARPA [-] 0.738 0.850 0.867
CESM2_CCAM [-] 0.714 0.865 0.886
CMCC-ESM2_BARPA [-] 0.742 0.913 0.901
CMCC-ESM2_CCAM [-] 0.690 0.938 0.932
CMCC-ESM2_CMIP6 [-] 0.592 0.883 0.910
CNRM-ESM2-1_CCAM [-] 0.745 0.923 0.918
CNRM-ESM2-1_CMIP6 [-] 0.614 0.840 0.890
EC-Earth3_BARPA [-] 0.634 0.943 0.916
EC-Earth3_CCAM [-] 0.680 0.862 0.850
EC-Earth3_CMIP6 [-] 0.602 0.881 0.893
ERA5_BARPA [-] 0.685 0.921 0.916
ERA5_CCAM [-] 0.675 0.930 0.939
MPI-ESM1-2-HR_BARPA [-] 0.652 0.853 0.891
MPI-ESM1-2-HR_CMIP6 [-] 0.646 0.949 0.913
NorESM2-MM_BARPA [-] 0.732 0.893 0.885
NorESM2-MM_CCAM [-] 0.688 0.874 0.873
NorESM2-MM_CMIP6 [-] 0.612 0.860 0.874
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.524 0.932 0.942
ACCESS-CM2_CCAM [-] 0.568 0.974 0.958
ACCESS-CM2_CMIP6 [-] 0.520 0.938 0.924
ACCESS-ESM1-5_BARPA [-] 0.667 0.964 0.957
ACCESS-ESM1-5_CCAM [-] 0.518 0.956 0.955
ACCESS-ESM1-5_CMIP6 [-] 0.505 0.917 0.921
CESM2_BARPA [-] 0.533 0.896 0.909
CESM2_CCAM [-] 0.690 0.934 0.947
CMCC-ESM2_BARPA [-] 0.541 0.915 0.928
CMCC-ESM2_CCAM [-] 0.651 0.966 0.957
CMCC-ESM2_CMIP6 [-] 0.553 0.911 0.899
CNRM-ESM2-1_CCAM [-] 0.458 0.957 0.954
CNRM-ESM2-1_CMIP6 [-] 0.560 0.934 0.902
EC-Earth3_BARPA [-] 0.639 0.951 0.940
EC-Earth3_CCAM [-] 0.605 0.898 0.890
EC-Earth3_CMIP6 [-] 0.619 0.954 0.939
ERA5_BARPA [-] 0.520 0.912 0.926
ERA5_CCAM [-] 0.494 0.971 0.962
MPI-ESM1-2-HR_BARPA [-] 0.654 0.920 0.935
MPI-ESM1-2-HR_CMIP6 [-] 0.504 0.943 0.929
NorESM2-MM_BARPA [-] 0.537 0.885 0.895
NorESM2-MM_CCAM [-] 0.591 0.905 0.913
NorESM2-MM_CMIP6 [-] 0.498 0.894 0.902
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.635 0.918 0.918
ACCESS-CM2_CCAM [-] 0.706 0.932 0.932
ACCESS-CM2_CMIP6 [-] 0.694 0.955 0.955
ACCESS-ESM1-5_BARPA [-] 0.622 0.920 0.920
ACCESS-ESM1-5_CCAM [-] 0.716 0.908 0.908
ACCESS-ESM1-5_CMIP6 [-] 0.661 0.880 0.880
CESM2_BARPA [-] 0.696 0.955 0.955
CESM2_CCAM [-] 0.678 0.918 0.918
CMCC-ESM2_BARPA [-] 0.683 0.949 0.949
CMCC-ESM2_CCAM [-] 0.696 0.934 0.934
CMCC-ESM2_CMIP6 [-] 1.00 0.896 0.896
CNRM-ESM2-1_CCAM [-] 0.699 0.927 0.927
CNRM-ESM2-1_CMIP6 [-] 0.658 0.904 0.904
EC-Earth3_BARPA [-] 0.646 0.936 0.936
EC-Earth3_CCAM [-] 0.708 0.937 0.937
EC-Earth3_CMIP6 [-] 0.739 0.923 0.923
ERA5_BARPA [-] 0.690 0.948 0.948
ERA5_CCAM [-] 0.714 0.942 0.942
MPI-ESM1-2-HR_BARPA [-] 0.664 0.925 0.925
MPI-ESM1-2-HR_CMIP6 [-] 0.647 0.937 0.937
NorESM2-MM_BARPA [-] 0.689 0.954 0.954
NorESM2-MM_CCAM [-] 0.677 0.915 0.915
NorESM2-MM_CMIP6 [-] 0.775 0.931 0.931
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.530 0.835 0.835
ACCESS-CM2_CCAM [-] 0.552 0.814 0.814
ACCESS-CM2_CMIP6 [-] 0.617 0.797 0.797
ACCESS-ESM1-5_BARPA [-] 0.556 0.857 0.857
ACCESS-ESM1-5_CCAM [-] 0.526 0.819 0.819
ACCESS-ESM1-5_CMIP6 [-] 0.583 0.783 0.783
CESM2_BARPA [-] 0.529 0.823 0.823
CESM2_CCAM [-] 0.501 0.767 0.767
CMCC-ESM2_BARPA [-] 0.528 0.819 0.819
CMCC-ESM2_CCAM [-] 0.576 0.804 0.804
CMCC-ESM2_CMIP6 [-] 0.579 0.803 0.803
CNRM-ESM2-1_CCAM [-] 0.567 0.847 0.847
CNRM-ESM2-1_CMIP6 [-] 0.542 0.812 0.812
EC-Earth3_BARPA [-] 0.473 0.801 0.801
EC-Earth3_CCAM [-] 0.530 0.799 0.799
EC-Earth3_CMIP6 [-] 0.541 0.804 0.804
ERA5_BARPA [-] 0.517 0.837 0.837
ERA5_CCAM [-] 0.543 0.793 0.793
MPI-ESM1-2-HR_BARPA [-] 0.510 0.816 0.816
MPI-ESM1-2-HR_CMIP6 [-] 0.551 0.756 0.756
NorESM2-MM_BARPA [-] 0.521 0.787 0.787
NorESM2-MM_CCAM [-] 0.515 0.809 0.809
NorESM2-MM_CMIP6 [-] 0.579 0.782 0.782
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.455 0.923 0.923
ACCESS-CM2_CCAM [-] 0.503 0.913 0.913
ACCESS-CM2_CMIP6 [-] 0.542 0.927 0.927
ACCESS-ESM1-5_BARPA [-] 0.490 0.930 0.930
ACCESS-ESM1-5_CCAM [-] 0.394 0.936 0.936
ACCESS-ESM1-5_CMIP6 [-] 0.568 0.940 0.940
CESM2_BARPA [-] 0.461 0.927 0.927
CESM2_CCAM [-] 0.415 0.917 0.917
CMCC-ESM2_BARPA [-] 0.480 0.915 0.915
CMCC-ESM2_CCAM [-] 0.558 0.917 0.917
CMCC-ESM2_CMIP6 [-] 0.513 0.918 0.918
CNRM-ESM2-1_CCAM [-] 0.500 0.875 0.875
CNRM-ESM2-1_CMIP6 [-] 0.539 0.870 0.870
EC-Earth3_BARPA [-] 0.453 0.912 0.912
EC-Earth3_CCAM [-] 0.529 0.917 0.917
EC-Earth3_CMIP6 [-] 0.584 0.898 0.898
ERA5_BARPA [-] 0.490 0.923 0.923
ERA5_CCAM [-] 0.457 0.920 0.920
MPI-ESM1-2-HR_BARPA [-] 0.425 0.917 0.917
MPI-ESM1-2-HR_CMIP6 [-] 0.558 0.916 0.916
NorESM2-MM_BARPA [-] 0.497 0.922 0.922
NorESM2-MM_CCAM [-] 0.383 0.903 0.903
NorESM2-MM_CMIP6 [-] 0.559 0.920 0.920
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.644 0.942 0.942
ACCESS-CM2_CCAM [-] 0.677 0.966 0.966
ACCESS-CM2_CMIP6 [-] 0.631 0.871 0.871
ACCESS-ESM1-5_BARPA [-] 0.607 0.898 0.898
ACCESS-ESM1-5_CCAM [-] 0.577 0.915 0.915
ACCESS-ESM1-5_CMIP6 [-] 0.534 0.898 0.898
CESM2_BARPA [-] 0.650 0.954 0.954
CESM2_CCAM [-] 0.712 0.938 0.938
CMCC-ESM2_BARPA [-] 0.643 0.947 0.947
CMCC-ESM2_CCAM [-] 0.621 0.935 0.935
CMCC-ESM2_CMIP6 [-] 0.559 0.913 0.913
CNRM-ESM2-1_CCAM [-] 0.674 0.947 0.947
CNRM-ESM2-1_CMIP6 [-] 0.704 0.959 0.959
EC-Earth3_BARPA [-] 0.654 0.875 0.875
EC-Earth3_CCAM [-] 0.678 0.911 0.911
EC-Earth3_CMIP6 [-] 0.599 0.915 0.915
ERA5_BARPA [-] 0.662 0.954 0.954
ERA5_CCAM [-] 0.716 0.959 0.959
MPI-ESM1-2-HR_BARPA [-] 0.663 0.933 0.933
MPI-ESM1-2-HR_CMIP6 [-] 0.590 0.921 0.921
NorESM2-MM_BARPA [-] 0.657 0.943 0.943
NorESM2-MM_CCAM [-] 0.698 0.892 0.892
NorESM2-MM_CMIP6 [-] 0.610 0.892 0.892
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.589 0.973 0.973
ACCESS-CM2_CCAM [-] 0.483 0.930 0.930
ACCESS-CM2_CMIP6 [-] 0.544 0.946 0.946
ACCESS-ESM1-5_BARPA [-] 0.595 0.962 0.962
ACCESS-ESM1-5_CCAM [-] 0.498 0.934 0.934
ACCESS-ESM1-5_CMIP6 [-] 0.518 0.960 0.960
CESM2_BARPA [-] 0.580 0.976 0.976
CESM2_CCAM [-] 0.643 0.955 0.955
CMCC-ESM2_BARPA [-] 0.613 0.963 0.963
CMCC-ESM2_CCAM [-] 0.555 0.957 0.957
CMCC-ESM2_CMIP6 [-] 0.557 0.960 0.960
CNRM-ESM2-1_CCAM [-] 0.568 0.958 0.958
CNRM-ESM2-1_CMIP6 [-] 0.486 0.969 0.969
EC-Earth3_BARPA [-] 0.672 0.962 0.962
EC-Earth3_CCAM [-] 0.591 0.935 0.935
EC-Earth3_CMIP6 [-] 0.593 0.961 0.961
ERA5_BARPA [-] 0.574 0.978 0.978
ERA5_CCAM [-] 0.628 0.979 0.979
MPI-ESM1-2-HR_BARPA [-] 0.633 0.965 0.965
MPI-ESM1-2-HR_CMIP6 [-] 0.540 0.951 0.951
NorESM2-MM_BARPA [-] 0.562 0.982 0.982
NorESM2-MM_CCAM [-] 0.574 0.936 0.936
NorESM2-MM_CMIP6 [-] 0.563 0.934 0.934
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.720 0.932 0.932
ACCESS-CM2_CCAM [-] 0.719 0.936 0.936
ACCESS-CM2_CMIP6 [-] 0.700 0.921 0.921
ACCESS-ESM1-5_BARPA [-] 0.728 0.958 0.958
ACCESS-ESM1-5_CCAM [-] 0.686 0.956 0.956
ACCESS-ESM1-5_CMIP6 [-] 0.515 0.941 0.941
CESM2_BARPA [-] 0.742 0.916 0.916
CESM2_CCAM [-] 0.669 0.962 0.962
CMCC-ESM2_BARPA [-] 0.728 0.922 0.922
CMCC-ESM2_CCAM [-] 0.691 0.939 0.939
CMCC-ESM2_CMIP6 [-] 0.498 0.927 0.927
CNRM-ESM2-1_CCAM [-] 0.694 0.927 0.927
CNRM-ESM2-1_CMIP6 [-] 0.699 0.924 0.924
EC-Earth3_BARPA [-] 0.733 0.962 0.962
EC-Earth3_CCAM [-] 0.642 0.936 0.936
EC-Earth3_CMIP6 [-] 0.667 0.932 0.932
ERA5_BARPA [-] 0.726 0.918 0.918
ERA5_CCAM [-] 0.687 0.953 0.953
MPI-ESM1-2-HR_BARPA [-] 0.739 0.960 0.960
MPI-ESM1-2-HR_CMIP6 [-] 0.547 0.935 0.935
NorESM2-MM_BARPA [-] 0.727 0.897 0.897
NorESM2-MM_CCAM [-] 0.739 0.865 0.865
NorESM2-MM_CMIP6 [-] 0.515 0.888 0.888
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.606 0.949 0.949
ACCESS-CM2_CCAM [-] 0.629 0.979 0.979
ACCESS-CM2_CMIP6 [-] 0.814 0.934 0.934
ACCESS-ESM1-5_BARPA [-] 0.687 0.946 0.946
ACCESS-ESM1-5_CCAM [-] 0.614 0.978 0.978
ACCESS-ESM1-5_CMIP6 [-] 0.608 0.944 0.944
CESM2_BARPA [-] 0.640 0.955 0.955
CESM2_CCAM [-] 0.590 0.985 0.985
CMCC-ESM2_BARPA [-] 0.665 0.952 0.952
CMCC-ESM2_CCAM [-] 0.624 0.963 0.963
CMCC-ESM2_CMIP6 [-] 0.719 0.907 0.907
CNRM-ESM2-1_CCAM [-] 0.638 0.909 0.909
CNRM-ESM2-1_CMIP6 [-] 0.585 0.955 0.955
EC-Earth3_BARPA [-] 0.674 0.975 0.975
EC-Earth3_CCAM [-] 0.691 0.959 0.959
EC-Earth3_CMIP6 [-] 0.713 0.939 0.939
ERA5_BARPA [-] 0.657 0.951 0.951
ERA5_CCAM [-] 0.607 0.953 0.953
MPI-ESM1-2-HR_BARPA [-] 0.655 0.952 0.952
MPI-ESM1-2-HR_CMIP6 [-] 0.697 0.955 0.955
NorESM2-MM_BARPA [-] 0.707 0.974 0.974
NorESM2-MM_CCAM [-] 0.622 0.894 0.894
NorESM2-MM_CMIP6 [-] 0.726 0.895 0.895
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.656 0.984 0.984
ACCESS-CM2_CCAM [-] 0.626 0.975 0.975
ACCESS-CM2_CMIP6 [-] 0.603 0.962 0.962
ACCESS-ESM1-5_BARPA [-] 0.635 0.958 0.958
ACCESS-ESM1-5_CCAM [-] 0.648 0.985 0.985
ACCESS-ESM1-5_CMIP6 [-] 0.540 0.976 0.976
CESM2_BARPA [-] 0.655 0.957 0.957
CESM2_CCAM [-] 0.630 0.986 0.986
CMCC-ESM2_BARPA [-] 0.634 0.955 0.955
CMCC-ESM2_CCAM [-] 0.564 0.957 0.957
CMCC-ESM2_CMIP6 [-] 0.587 0.945 0.945
CNRM-ESM2-1_CCAM [-] 0.650 0.912 0.912
CNRM-ESM2-1_CMIP6 [-] 0.569 0.972 0.972
EC-Earth3_BARPA [-] 0.655 0.986 0.986
EC-Earth3_CCAM [-] 0.652 0.942 0.942
EC-Earth3_CMIP6 [-] 0.714 0.942 0.942
ERA5_BARPA [-] 0.676 0.986 0.986
ERA5_CCAM [-] 0.677 0.958 0.958
MPI-ESM1-2-HR_BARPA [-] 0.618 0.986 0.986
MPI-ESM1-2-HR_CMIP6 [-] 0.607 0.969 0.969
NorESM2-MM_BARPA [-] 0.585 0.982 0.982
NorESM2-MM_CCAM [-] 0.693 0.920 0.920
NorESM2-MM_CMIP6 [-] 0.597 0.945 0.945
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.668 0.913 0.913
ACCESS-CM2_CCAM [-] 0.741 0.972 0.972
ACCESS-CM2_CMIP6 [-] 0.628 0.862 0.862
ACCESS-ESM1-5_BARPA [-] 0.690 0.953 0.953
ACCESS-ESM1-5_CCAM [-] 0.684 0.960 0.960
ACCESS-ESM1-5_CMIP6 [-] 0.597 0.855 0.855
CESM2_BARPA [-] 0.694 0.878 0.878
CESM2_CCAM [-] 0.615 0.928 0.928
CMCC-ESM2_BARPA [-] 0.683 0.920 0.920
CMCC-ESM2_CCAM [-] 0.703 0.944 0.944
CMCC-ESM2_CMIP6 [-] 0.693 0.859 0.859
CNRM-ESM2-1_CCAM [-] 0.733 0.941 0.941
CNRM-ESM2-1_CMIP6 [-] 0.647 0.860 0.860
EC-Earth3_BARPA [-] 0.695 0.963 0.963
EC-Earth3_CCAM [-] 0.756 0.928 0.928
EC-Earth3_CMIP6 [-] 0.594 0.821 0.821
ERA5_BARPA [-] 0.687 0.906 0.906
ERA5_CCAM [-] 0.755 0.967 0.967
MPI-ESM1-2-HR_BARPA [-] 0.613 0.892 0.892
MPI-ESM1-2-HR_CMIP6 [-] 0.594 0.886 0.886
NorESM2-MM_BARPA [-] 0.678 0.880 0.880
NorESM2-MM_CCAM [-] 0.726 0.888 0.888
NorESM2-MM_CMIP6 [-] 0.610 0.904 0.904
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.562 0.971 0.971
ACCESS-CM2_CCAM [-] 0.464 0.952 0.952
ACCESS-CM2_CMIP6 [-] 0.556 0.932 0.932
ACCESS-ESM1-5_BARPA [-] 0.579 0.983 0.983
ACCESS-ESM1-5_CCAM [-] 0.579 0.978 0.978
ACCESS-ESM1-5_CMIP6 [-] 0.605 0.934 0.934
CESM2_BARPA [-] 0.609 0.954 0.954
CESM2_CCAM [-] 0.615 0.965 0.965
CMCC-ESM2_BARPA [-] 0.540 0.977 0.977
CMCC-ESM2_CCAM [-] 0.575 0.946 0.946
CMCC-ESM2_CMIP6 [-] 0.576 0.923 0.923
CNRM-ESM2-1_CCAM [-] 0.596 0.920 0.920
CNRM-ESM2-1_CMIP6 [-] 0.619 0.956 0.956
EC-Earth3_BARPA [-] 0.663 0.957 0.957
EC-Earth3_CCAM [-] 0.664 0.983 0.983
EC-Earth3_CMIP6 [-] 0.669 0.986 0.986
ERA5_BARPA [-] 0.617 0.977 0.977
ERA5_CCAM [-] 0.621 0.951 0.951
MPI-ESM1-2-HR_BARPA [-] 0.596 0.956 0.956
MPI-ESM1-2-HR_CMIP6 [-] 0.659 0.944 0.944
NorESM2-MM_BARPA [-] 0.622 0.944 0.944
NorESM2-MM_CCAM [-] 0.526 0.874 0.874
NorESM2-MM_CMIP6 [-] 0.631 0.913 0.913
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.643 0.957 0.957
ACCESS-CM2_CCAM [-] 0.596 0.938 0.938
ACCESS-CM2_CMIP6 [-] 0.620 0.940 0.940
ACCESS-ESM1-5_BARPA [-] 0.631 0.884 0.884
ACCESS-ESM1-5_CCAM [-] 0.620 0.950 0.950
ACCESS-ESM1-5_CMIP6 [-] 0.593 0.942 0.942
CESM2_BARPA [-] 0.609 0.942 0.942
CESM2_CCAM [-] 0.586 0.939 0.939
CMCC-ESM2_BARPA [-] 0.545 0.965 0.965
CMCC-ESM2_CCAM [-] 0.546 0.944 0.944
CMCC-ESM2_CMIP6 [-] 0.697 0.922 0.922
CNRM-ESM2-1_CCAM [-] 0.574 0.932 0.932
CNRM-ESM2-1_CMIP6 [-] 0.641 0.953 0.953
EC-Earth3_BARPA [-] 0.604 0.910 0.910
EC-Earth3_CCAM [-] 0.574 0.902 0.902
EC-Earth3_CMIP6 [-] 0.734 0.901 0.901
ERA5_BARPA [-] 0.582 0.969 0.969
ERA5_CCAM [-] 0.593 0.967 0.967
MPI-ESM1-2-HR_BARPA [-] 0.548 0.954 0.954
MPI-ESM1-2-HR_CMIP6 [-] 0.698 0.943 0.943
NorESM2-MM_BARPA [-] 0.575 0.926 0.926
NorESM2-MM_CCAM [-] 0.561 0.911 0.911
NorESM2-MM_CMIP6 [-] 0.678 0.924 0.924
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.722 0.907 0.907
ACCESS-CM2_CCAM [-] 0.768 0.932 0.932
ACCESS-CM2_CMIP6 [-] 1.00 0.896 0.896
ACCESS-ESM1-5_BARPA [-] 0.752 0.912 0.912
ACCESS-ESM1-5_CCAM [-] 0.789 0.923 0.923
ACCESS-ESM1-5_CMIP6 [-] 0.313 0.915 0.915
CESM2_BARPA [-] 0.724 0.871 0.871
CESM2_CCAM [-] 0.776 0.894 0.894
CMCC-ESM2_BARPA [-] 0.741 0.904 0.904
CMCC-ESM2_CCAM [-] 0.738 0.921 0.921
CMCC-ESM2_CMIP6 [-] 1.00 0.905 0.905
CNRM-ESM2-1_CCAM [-] 0.769 0.930 0.930
CNRM-ESM2-1_CMIP6 [-] 1.00 0.953 0.953
EC-Earth3_BARPA [-] 0.760 0.903 0.903
EC-Earth3_CCAM [-] 0.742 0.862 0.862
EC-Earth3_CMIP6 [-] 0.644 0.938 0.938
ERA5_BARPA [-] 0.718 0.905 0.905
ERA5_CCAM [-] 0.790 0.952 0.952
MPI-ESM1-2-HR_BARPA [-] 0.744 0.895 0.895
MPI-ESM1-2-HR_CMIP6 [-] 1.00 0.915 0.915
NorESM2-MM_BARPA [-] 0.713 0.881 0.881
NorESM2-MM_CCAM [-] 0.774 0.877 0.877
NorESM2-MM_CMIP6 [-] 1.00 0.839 0.839
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.694 0.904 0.904
ACCESS-CM2_CCAM [-] 0.740 0.935 0.935
ACCESS-CM2_CMIP6 [-] 0.352 0.953 0.953
ACCESS-ESM1-5_BARPA [-] 0.692 0.933 0.933
ACCESS-ESM1-5_CCAM [-] 0.699 0.937 0.937
ACCESS-ESM1-5_CMIP6 [-] 0.518 0.846 0.846
CESM2_BARPA [-] 0.682 0.827 0.827
CESM2_CCAM [-] 0.722 0.838 0.838
CMCC-ESM2_BARPA [-] 0.690 0.876 0.876
CMCC-ESM2_CCAM [-] 0.742 0.918 0.918
CMCC-ESM2_CMIP6 [-] 0.610 0.871 0.871
CNRM-ESM2-1_CCAM [-] 0.707 0.897 0.897
CNRM-ESM2-1_CMIP6 [-] 0.448 0.861 0.861
EC-Earth3_BARPA [-] 0.698 0.928 0.928
EC-Earth3_CCAM [-] 0.734 0.906 0.906
EC-Earth3_CMIP6 [-] 0.536 0.889 0.889
ERA5_BARPA [-] 0.677 0.891 0.891
ERA5_CCAM [-] 0.732 0.934 0.934
MPI-ESM1-2-HR_BARPA [-] 0.675 0.853 0.853
MPI-ESM1-2-HR_CMIP6 [-] 0.702 0.828 0.828
NorESM2-MM_BARPA [-] 0.662 0.858 0.858
NorESM2-MM_CCAM [-] 0.742 0.834 0.834
NorESM2-MM_CMIP6 [-] 0.448 0.818 0.818
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.723 0.925 0.925
ACCESS-CM2_CCAM [-] 0.692 0.896 0.896
ACCESS-CM2_CMIP6 [-] 0.641 0.948 0.948
ACCESS-ESM1-5_BARPA [-] 0.713 0.916 0.916
ACCESS-ESM1-5_CCAM [-] 0.652 0.915 0.915
ACCESS-ESM1-5_CMIP6 [-] 0.605 0.807 0.807
CESM2_BARPA [-] 0.697 0.881 0.881
CESM2_CCAM [-] 0.685 0.873 0.873
CMCC-ESM2_BARPA [-] 0.725 0.871 0.871
CMCC-ESM2_CCAM [-] 0.674 0.943 0.943
CMCC-ESM2_CMIP6 [-] 0.747 0.967 0.967
CNRM-ESM2-1_CCAM [-] 0.702 0.900 0.900
CNRM-ESM2-1_CMIP6 [-] 1.00 0.817 0.817
EC-Earth3_BARPA [-] 0.728 0.890 0.890
EC-Earth3_CCAM [-] 0.696 0.793 0.793
EC-Earth3_CMIP6 [-] 0.572 0.878 0.878
ERA5_BARPA [-] 0.715 0.914 0.914
ERA5_CCAM [-] 0.689 0.941 0.941
MPI-ESM1-2-HR_BARPA [-] 0.706 0.924 0.924
MPI-ESM1-2-HR_CMIP6 [-] 0.747 0.926 0.926
NorESM2-MM_BARPA [-] 0.721 0.880 0.880
NorESM2-MM_CCAM [-] 0.684 0.841 0.841
NorESM2-MM_CMIP6 [-] 0.744 0.919 0.919
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.719 0.956 0.956
ACCESS-CM2_CCAM [-] 0.620 0.927 0.927
ACCESS-CM2_CMIP6 [-] 0.607 0.865 0.865
ACCESS-ESM1-5_BARPA [-] 0.805 0.945 0.945
ACCESS-ESM1-5_CCAM [-] 0.645 0.922 0.922
ACCESS-ESM1-5_CMIP6 [-] 0.325 0.952 0.952
CESM2_BARPA [-] 0.761 0.906 0.906
CESM2_CCAM [-] 0.537 0.960 0.960
CMCC-ESM2_BARPA [-] 0.745 0.941 0.941
CMCC-ESM2_CCAM [-] 0.625 0.942 0.942
CMCC-ESM2_CMIP6 [-] 0.585 0.922 0.922
CNRM-ESM2-1_CCAM [-] 0.604 0.939 0.939
CNRM-ESM2-1_CMIP6 [-] 0.314 0.980 0.980
EC-Earth3_BARPA [-] 0.681 0.916 0.916
EC-Earth3_CCAM [-] 0.611 0.827 0.827
EC-Earth3_CMIP6 [-] 0.538 0.878 0.878
ERA5_BARPA [-] 0.746 0.948 0.948
ERA5_CCAM [-] 0.726 0.936 0.936
MPI-ESM1-2-HR_BARPA [-] 0.742 0.928 0.928
MPI-ESM1-2-HR_CMIP6 [-] 0.796 0.948 0.948
NorESM2-MM_BARPA [-] 0.710 0.913 0.913
NorESM2-MM_CCAM [-] 0.536 0.941 0.941
NorESM2-MM_CMIP6 [-] 0.450 0.934 0.934
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.736 0.970 0.970
ACCESS-CM2_CCAM [-] 0.603 0.921 0.921
ACCESS-CM2_CMIP6 [-] 0.517 0.895 0.895
ACCESS-ESM1-5_BARPA [-] 0.694 0.935 0.935
ACCESS-ESM1-5_CCAM [-] 0.591 0.939 0.939
ACCESS-ESM1-5_CMIP6 [-] 0.458 0.943 0.943
CESM2_BARPA [-] 0.716 0.944 0.944
CESM2_CCAM [-] 0.587 0.979 0.979
CMCC-ESM2_BARPA [-] 0.607 0.961 0.961
CMCC-ESM2_CCAM [-] 0.575 0.948 0.948
CMCC-ESM2_CMIP6 [-] 1.00 0.878 0.878
CNRM-ESM2-1_CCAM [-] 0.588 0.962 0.962
CNRM-ESM2-1_CMIP6 [-] 0.588 0.837 0.837
EC-Earth3_BARPA [-] 0.651 0.909 0.909
EC-Earth3_CCAM [-] 0.581 0.860 0.860
EC-Earth3_CMIP6 [-] 0.562 0.915 0.915
ERA5_BARPA [-] 0.672 0.962 0.962
ERA5_CCAM [-] 0.557 0.937 0.937
MPI-ESM1-2-HR_BARPA [-] 0.672 0.973 0.973
MPI-ESM1-2-HR_CMIP6 [-] 0.610 0.906 0.906
NorESM2-MM_BARPA [-] 0.639 0.931 0.931
NorESM2-MM_CCAM [-] 0.573 0.923 0.923
NorESM2-MM_CMIP6 [-] 0.658 0.935 0.935
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.539 0.923 0.923
ACCESS-CM2_CCAM [-] 0.655 0.979 0.979
ACCESS-CM2_CMIP6 [-] 0.523 0.938 0.938
ACCESS-ESM1-5_BARPA [-] 0.638 0.971 0.971
ACCESS-ESM1-5_CCAM [-] 0.572 0.970 0.970
ACCESS-ESM1-5_CMIP6 [-] 0.578 0.903 0.903
CESM2_BARPA [-] 0.543 0.887 0.887
CESM2_CCAM [-] 0.652 0.928 0.928
CMCC-ESM2_BARPA [-] 0.536 0.908 0.908
CMCC-ESM2_CCAM [-] 0.698 0.958 0.958
CMCC-ESM2_CMIP6 [-] 0.512 0.910 0.910
CNRM-ESM2-1_CCAM [-] 0.651 0.942 0.942
CNRM-ESM2-1_CMIP6 [-] 0.540 0.936 0.936
EC-Earth3_BARPA [-] 0.663 0.958 0.958
EC-Earth3_CCAM [-] 0.657 0.912 0.912
EC-Earth3_CMIP6 [-] 0.709 0.948 0.948
ERA5_BARPA [-] 0.549 0.904 0.904
ERA5_CCAM [-] 0.549 0.977 0.977
MPI-ESM1-2-HR_BARPA [-] 0.656 0.910 0.910
MPI-ESM1-2-HR_CMIP6 [-] 0.515 0.938 0.938
NorESM2-MM_BARPA [-] 0.661 0.869 0.869
NorESM2-MM_CCAM [-] 0.581 0.912 0.912
NorESM2-MM_CMIP6 [-] 0.635 0.875 0.875
Download Data
Precipitation(pr)|AGCDv1 Hellinger Distance [1]
Precipitation(pr)|AGCDv1 Score [1]
Overall Score [1]
ACCESS-CM2_BARPA [-] 0.635 0.918 0.918
ACCESS-CM2_CCAM [-] 0.706 0.932 0.932
ACCESS-CM2_CMIP6 [-] 0.694 0.955 0.955
ACCESS-ESM1-5_BARPA [-] 0.622 0.920 0.920
ACCESS-ESM1-5_CCAM [-] 0.716 0.908 0.908
ACCESS-ESM1-5_CMIP6 [-] 0.661 0.880 0.880
CESM2_BARPA [-] 0.696 0.955 0.955
CESM2_CCAM [-] 0.678 0.918 0.918
CMCC-ESM2_BARPA [-] 0.683 0.949 0.949
CMCC-ESM2_CCAM [-] 0.696 0.934 0.934
CMCC-ESM2_CMIP6 [-] 1.00 0.896 0.896
CNRM-ESM2-1_CCAM [-] 0.699 0.927 0.927
CNRM-ESM2-1_CMIP6 [-] 0.658 0.904 0.904
EC-Earth3_BARPA [-] 0.646 0.936 0.936
EC-Earth3_CCAM [-] 0.708 0.937 0.937
EC-Earth3_CMIP6 [-] 0.739 0.923 0.923
ERA5_BARPA [-] 0.690 0.948 0.948
ERA5_CCAM [-] 0.714 0.942 0.942
MPI-ESM1-2-HR_BARPA [-] 0.664 0.925 0.925
MPI-ESM1-2-HR_CMIP6 [-] 0.647 0.937 0.937
NorESM2-MM_BARPA [-] 0.689 0.954 0.954
NorESM2-MM_CCAM [-] 0.677 0.915 0.915
NorESM2-MM_CMIP6 [-] 0.775 0.931 0.931

Precipitation(pr)/AGCDv1

Data not available
Data not available
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
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CNRM-ESM2-1_CMIP6
Data not available
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EC-Earth3_BARPA
Data not available
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EC-Earth3_CCAM
Data not available
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EC-Earth3_CMIP6
Data not available
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ERA5_BARPA
Data not available
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ERA5_CCAM
Data not available
Data not available
MPI-ESM1-2-HR_BARPA
Data not available
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MPI-ESM1-2-HR_CMIP6
Data not available
Data not available
NorESM2-MM_BARPA
Data not available
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NorESM2-MM_CCAM
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NorESM2-MM_CMIP6
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Data Information

  Title:
Interpolated Mean Maximum Temperature

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

  Source:
Data is from site-based observation data recorded in the Australian Database for Meteorology and processed using methods described in the references

  History:
Mon Nov 21 18:44:29 2022: cdo cat agcd_v1_tmax_mean_r005_monthly_1951.nc agcd_v1_tmax_mean_r005_monthly_1952.nc agcd_v1_tmax_mean_r005_monthly_1953.nc agcd_v1_tmax_mean_r005_monthly_1954.nc agcd_v1_tmax_mean_r005_monthly_1955.nc agcd_v1_tmax_mean_r005_monthly_1956.nc agcd_v1_tmax_mean_r005_monthly_1957.nc agcd_v1_tmax_mean_r005_monthly_1958.nc agcd_v1_tmax_mean_r005_monthly_1959.nc agcd_v1_tmax_mean_r005_monthly_1960.nc agcd_v1_tmax_mean_r005_monthly_1961.nc agcd_v1_tmax_mean_r005_monthly_1962.nc agcd_v1_tmax_mean_r005_monthly_1963.nc agcd_v1_tmax_mean_r005_monthly_1964.nc agcd_v1_tmax_mean_r005_monthly_1965.nc agcd_v1_tmax_mean_r005_monthly_1966.nc agcd_v1_tmax_mean_r005_monthly_1967.nc agcd_v1_tmax_mean_r005_monthly_1968.nc agcd_v1_tmax_mean_r005_monthly_1969.nc agcd_v1_tmax_mean_r005_monthly_1970.nc agcd_v1_tmax_mean_r005_monthly_1971.nc agcd_v1_tmax_mean_r005_monthly_1972.nc agcd_v1_tmax_mean_r005_monthly_1973.nc agcd_v1_tmax_mean_r005_monthly_1974.nc agcd_v1_tmax_mean_r005_monthly_1975.nc agcd_v1_tmax_mean_r005_monthly_1976.nc agcd_v1_tmax_mean_r005_monthly_1977.nc agcd_v1_tmax_mean_r005_monthly_1978.nc agcd_v1_tmax_mean_r005_monthly_1979.nc agcd_v1_tmax_mean_r005_monthly_1980.nc agcd_v1_tmax_mean_r005_monthly_1981.nc agcd_v1_tmax_mean_r005_monthly_1982.nc agcd_v1_tmax_mean_r005_monthly_1983.nc agcd_v1_tmax_mean_r005_monthly_1984.nc agcd_v1_tmax_mean_r005_monthly_1985.nc agcd_v1_tmax_mean_r005_monthly_1986.nc agcd_v1_tmax_mean_r005_monthly_1987.nc agcd_v1_tmax_mean_r005_monthly_1988.nc agcd_v1_tmax_mean_r005_monthly_1989.nc agcd_v1_tmax_mean_r005_monthly_1990.nc agcd_v1_tmax_mean_r005_monthly_1991.nc agcd_v1_tmax_mean_r005_monthly_1992.nc agcd_v1_tmax_mean_r005_monthly_1993.nc agcd_v1_tmax_mean_r005_monthly_1994.nc agcd_v1_tmax_mean_r005_monthly_1995.nc agcd_v1_tmax_mean_r005_monthly_1996.nc agcd_v1_tmax_mean_r005_monthly_1997.nc agcd_v1_tmax_mean_r005_monthly_1998.nc agcd_v1_tmax_mean_r005_monthly_1999.nc agcd_v1_tmax_mean_r005_monthly_2000.nc agcd_v1_tmax_mean_r005_monthly_2001.nc agcd_v1_tmax_mean_r005_monthly_2002.nc agcd_v1_tmax_mean_r005_monthly_2003.nc agcd_v1_tmax_mean_r005_monthly_2004.nc agcd_v1_tmax_mean_r005_monthly_2005.nc agcd_v1_tmax_mean_r005_monthly_2006.nc agcd_v1_tmax_mean_r005_monthly_2007.nc agcd_v1_tmax_mean_r005_monthly_2008.nc agcd_v1_tmax_mean_r005_monthly_2009.nc agcd_v1_tmax_mean_r005_monthly_2010.nc agcd_v1_tmax_mean_r005_monthly_2011.nc agcd_v1_tmax_mean_r005_monthly_2012.nc agcd_v1_tmax_mean_r005_monthly_2013.nc agcd_v1_tmax_mean_r005_monthly_2014.nc agcd_v1_tmax_mean_r005_monthly_2015.nc agcd_v1_tmax_mean_r005_monthly_2016.nc agcd_v1_tmax_mean_r005_monthly_2017.nc agcd_v1_tmax_mean_r005_monthly_2018.nc agcd_v1_tmax_mean_r005_monthly_2019.nc agcd_v1_tmax_mean_r005_monthly_2020.nc agcd_v1_tmax_mean_r005_monthly_1951-2020.nc

  References:
http://www.bom.gov.au/jshess/docs/2009/jones_hres.pdf

  Conventions:
CF-1.6, ACDD-1.3

  Cdi:
Climate Data Interface version 2.0.5 (https://mpimet.mpg.de/cdi)

  Geospatial_lat_min:
-44.525

  Geospatial_lat_max:
-9.975

  Geospatial_lon_min:
111.975

  Geospatial_lon_max:
156.275

  Time_coverage_start:
1951-01-01T00:00:00

  Date_created:
2018-11-24T08:14:23.836608

  Uuid:
ed9c6a4d-3d66-463b-85a7-6ce44b291dcf

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

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

  Keywords_vocabulary:
GCMD Science Keywords, Version 8.1

  Standard_name_vocabulary:
CF Standard Names, v28

  Keywords:
Earth Science, Atmosphere, Atmospheric Temperature , Surface Temperature , Maximum/Minimum Temperature

  Data_format:
netCDF4 with zlib compression

  Cdm_data_type:
Grid

  Analysis_components:
mean: the gridded temperature value

  Url:
http://www.bom.gov.au/climate/

  Id:
Australian Gridded Climate Data (AGCD)

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

  Naming_authority:
au.gov.bom

  Nco_openmp_thread_number:
1

  Time_coverage_end:
1951-12-31T00:00:00

  Agcd_version:
AGCD (AWAP) v1.0.0 Snapshot (1900-01-01 to 2020-05-31)

  Licence:
Data Licence: The grid data files in this AGCD Snapshot are available under the CC-BY-NC 4.0 International Licence. The CC-BY-NC 4.0 International ( Creative Commons Attribution Non-Commercial CC-BY-NC v.4.0 international ) license summary may be found here: [ https://creativecommons.org/licenses/by-nc/4.0/ ]. The full license text may be found here: [ https://creativecommons.org/licenses/by-nc/4.0/legalcode ]. This AGCD snapshot will be available for registered researchers, from NCI

  Description:
This AGCD data is a snapshot of the operational AWAP dataset, updated every 6 months. It covers the most recent version of the complete historical archive, excluding grids covering the most recent 6 months. If you require data covering the most recent 6 months or wish to use this data for commercial purposes please contact Bureau of Meteorology Climate Data Services at climatedata@bom.gov.au

  Date_issued:
2020-12-02 09:15:40

  Attribution:
Data should be cited as : Australian Bureau of Meteorology (2020), "Australian Gridded Climate Data ( AGCD ) / AWAP
v1.0.0 Snapshot (1900-01-01 to 2020-05-31)". Downloaded from NCI on [date]. The metadata repository for this dataset is doi:10.4227/166/5a8647d1c23e0.

  Copyright:
(C) Copyright Commonwealth of Australia 2020, Bureau of Meteorology (ABN 92637 533532)

  Cdo:
Climate Data Operators version 2.0.5 (https://mpimet.mpg.de/cdo)