Mean State

Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 263.
ACCESS-CM2_BARPA [-] 264. 264. 263. 0.592 0.882 0.103 0.733 0.750 0.991 1.00 0.845
ACCESS-CM2_CCAM [-] 263. 263. 263. 0.306 0.727 0.190 0.844 0.740 0.987 1.00 0.862
ACCESS-CM2_CMIP6 [-] 263. 263. 263. 0.292 0.731 0.227 0.852 0.735 0.984 1.00 0.861
ACCESS-ESM1-5_BARPA [-] 264. 264. 263. 0.693 0.934 0.0634 0.725 0.755 0.993 0.998 0.845
ACCESS-ESM1-5_CCAM [-] 264. 264. 263. 1.07 1.31 0.0632 0.592 0.717 0.993 1.00 0.804
ACCESS-ESM1-5_CMIP6 [-] 264. 264. 263. 1.40 1.58 0.145 0.515 0.722 0.989 1.00 0.790
CESM2_BARPA [-] 264. 264. 263. 0.835 1.09 1.14 0.632 0.721 0.811 0.978 0.772
CESM2_CCAM [-] 263. 263. 263. 0.297 0.731 0.0715 0.787 0.755 0.993 0.995 0.857
CMCC-ESM2_BARPA [-] 264. 264. 263. 1.01 1.14 0.571 0.601 0.757 0.918 0.989 0.805
CMCC-ESM2_CCAM [-] 264. 264. 263. 0.995 1.12 0.0452 0.606 0.819 0.996 0.998 0.847
CMCC-ESM2_CMIP6 [-] 264. 264. 263. 0.988 1.12 0.0457 0.609 0.815 0.995 0.997 0.846
CNRM-ESM2-1_CCAM [-] 260. 260. 263. -3.33 3.40 0.0961 0.251 0.733 0.987 0.993 0.739
CNRM-ESM2-1_CMIP6 [-] 260. 260. 263. -3.32 3.39 0.101 0.253 0.730 0.985 0.991 0.738
EC-Earth3_BARPA [-] 263. 263. 263. 0.242 0.768 0.422 0.863 0.725 0.938 1.00 0.850
EC-Earth3_CCAM [-] 263. 263. 263. 0.205 0.860 0.0632 0.869 0.706 0.993 0.997 0.854
EC-Earth3_CMIP6 [-] 263. 263. 263. 0.231 0.865 0.0613 0.872 0.705 0.993 0.997 0.854
ERA5_BARPA [-] 263. 263. 263. 0.0516 0.187 0.0570 0.949 0.913 0.994 1.00 0.954
ERA5_CCAM [-] 263. 263. 263. -0.0805 0.0982 0.0267 0.965 0.976 0.998 1.00 0.983
MPI-ESM1-2-HR_BARPA [-] 264. 264. 263. 0.746 0.974 0.468 0.676 0.725 0.917 0.998 0.808
NorESM2-MM_BARPA [-] 264. 264. 263. 0.675 1.01 0.619 0.651 0.776 0.917 0.980 0.820
NorESM2-MM_CCAM [-] 263. 263. 263. 0.255 0.681 0.0632 0.799 0.791 0.993 0.993 0.874
NorESM2-MM_CMIP6 [-] 263. 263. 263. 0.233 0.676 0.0569 0.809 0.785 0.994 0.994 0.873
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 260.
ACCESS-CM2_BARPA [-] 261. 261. 260. 0.638 0.931 0.00 0.834 0.823 1.00 1.00 0.904
ACCESS-CM2_CCAM [-] 260. 260. 260. 0.342 0.752 0.00 0.910 0.827 1.00 0.994 0.921
ACCESS-CM2_CMIP6 [-] 260. 260. 260. 0.315 0.724 0.00 0.917 0.834 1.00 0.997 0.925
ACCESS-ESM1-5_BARPA [-] 261. 261. 260. 1.10 1.29 0.00 0.733 0.827 1.00 0.994 0.882
ACCESS-ESM1-5_CCAM [-] 261. 261. 260. 1.29 1.56 0.00 0.693 0.778 1.00 0.999 0.858
ACCESS-ESM1-5_CMIP6 [-] 262. 262. 260. 1.57 1.77 0.00 0.644 0.794 1.00 1.00 0.852
CESM2_BARPA [-] 261. 261. 260. 0.728 0.926 0.00 0.809 0.847 1.00 0.978 0.902
CESM2_CCAM [-] 261. 261. 260. 0.474 0.779 0.00 0.873 0.837 1.00 1.00 0.917
CMCC-ESM2_BARPA [-] 261. 261. 260. 1.03 1.08 0.00 0.743 0.907 1.00 0.979 0.907
CMCC-ESM2_CCAM [-] 261. 261. 260. 1.00 1.06 0.00 0.750 0.903 1.00 0.996 0.911
CMCC-ESM2_CMIP6 [-] 261. 261. 260. 0.984 1.05 0.00 0.755 0.902 1.00 0.996 0.912
CNRM-ESM2-1_CCAM [-] 257. 257. 260. -3.22 3.33 0.00 0.402 0.783 1.00 0.917 0.776
CNRM-ESM2-1_CMIP6 [-] 257. 257. 260. -3.22 3.33 0.00 0.400 0.783 1.00 0.928 0.778
EC-Earth3_BARPA [-] 260. 260. 260. 0.248 1.10 0.00 0.935 0.737 1.00 0.993 0.896
EC-Earth3_CCAM [-] 260. 260. 260. 0.0137 1.07 0.00 0.938 0.743 1.00 0.960 0.892
EC-Earth3_CMIP6 [-] 260. 260. 260. 0.0259 1.08 0.00 0.939 0.741 1.00 0.960 0.891
ERA5_BARPA [-] 260. 260. 260. 0.102 0.166 0.00 0.972 0.963 1.00 1.00 0.981
ERA5_CCAM [-] 260. 260. 260. -0.0628 0.0754 0.00 0.982 0.989 1.00 1.00 0.992
MPI-ESM1-2-HR_BARPA [-] 261. 261. 260. 0.781 0.924 0.00 0.799 0.867 1.00 0.998 0.911
NorESM2-MM_BARPA [-] 261. 261. 260. 0.734 0.888 0.00 0.808 0.889 1.00 0.953 0.910
NorESM2-MM_CCAM [-] 261. 261. 260. 0.402 0.741 0.00 0.888 0.843 1.00 0.989 0.920
NorESM2-MM_CMIP6 [-] 260. 260. 260. 0.409 0.741 0.00 0.888 0.846 1.00 0.990 0.921
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 262.
ACCESS-CM2_BARPA [-] 263. 263. 262. 0.561 0.898 0.00 0.818 0.772 1.00 0.999 0.892
ACCESS-CM2_CCAM [-] 262. 262. 262. 0.173 0.712 0.00 0.951 0.780 1.00 0.996 0.922
ACCESS-CM2_CMIP6 [-] 262. 262. 262. 0.165 0.721 0.00 0.951 0.775 1.00 0.997 0.922
ACCESS-ESM1-5_BARPA [-] 263. 263. 262. 0.923 1.19 0.00 0.726 0.762 1.00 0.991 0.866
ACCESS-ESM1-5_CCAM [-] 263. 263. 262. 1.17 1.46 0.00 0.657 0.725 1.00 0.998 0.842
ACCESS-ESM1-5_CMIP6 [-] 264. 264. 262. 1.46 1.70 0.00 0.592 0.730 1.00 0.998 0.830
CESM2_BARPA [-] 263. 263. 262. 1.04 1.28 0.00 0.676 0.754 1.00 0.983 0.858
CESM2_CCAM [-] 263. 263. 262. 0.620 0.914 0.00 0.793 0.778 1.00 0.999 0.890
CMCC-ESM2_BARPA [-] 263. 263. 262. 1.30 1.38 0.00 0.617 0.835 1.00 0.984 0.869
CMCC-ESM2_CCAM [-] 263. 263. 262. 1.01 1.06 0.00 0.687 0.882 1.00 0.998 0.897
CMCC-ESM2_CMIP6 [-] 263. 263. 262. 1.01 1.07 0.00 0.693 0.879 1.00 0.998 0.896
CNRM-ESM2-1_CCAM [-] 259. 259. 262. -3.58 3.69 0.00 0.287 0.719 1.00 0.955 0.749
CNRM-ESM2-1_CMIP6 [-] 259. 259. 262. -3.57 3.68 0.00 0.275 0.713 1.00 0.957 0.748
EC-Earth3_BARPA [-] 262. 262. 262. 0.293 1.09 0.00 0.900 0.686 1.00 0.999 0.882
EC-Earth3_CCAM [-] 262. 262. 262. -0.190 1.09 0.00 0.880 0.686 1.00 0.986 0.876
EC-Earth3_CMIP6 [-] 262. 262. 262. -0.162 1.08 0.00 0.888 0.689 1.00 0.987 0.878
ERA5_BARPA [-] 262. 262. 262. 0.103 0.164 0.00 0.962 0.954 1.00 1.00 0.978
ERA5_CCAM [-] 262. 262. 262. -0.0856 0.0931 0.00 0.968 0.988 1.00 1.00 0.989
MPI-ESM1-2-HR_BARPA [-] 263. 263. 262. 0.820 1.03 0.00 0.735 0.786 1.00 0.998 0.882
NorESM2-MM_BARPA [-] 263. 263. 262. 1.06 1.18 0.00 0.670 0.851 1.00 0.977 0.881
NorESM2-MM_CCAM [-] 263. 263. 262. 0.472 0.721 0.00 0.833 0.834 1.00 0.997 0.914
NorESM2-MM_CMIP6 [-] 262. 262. 262. 0.475 0.720 0.00 0.838 0.835 1.00 0.998 0.914
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 268.
ACCESS-CM2_BARPA [-] 268. 268. 268. 0.656 0.776 0.360 0.498 0.700 0.964 0.984 0.786
ACCESS-CM2_CCAM [-] 268. 268. 268. 0.368 0.594 0.523 0.664 0.658 0.961 0.968 0.809
ACCESS-CM2_CMIP6 [-] 268. 268. 268. 0.329 0.568 0.602 0.692 0.652 0.954 0.972 0.814
ACCESS-ESM1-5_BARPA [-] 268. 268. 268. 0.589 0.729 0.323 0.534 0.671 0.966 0.994 0.784
ACCESS-ESM1-5_CCAM [-] 269. 269. 268. 1.14 1.24 0.323 0.308 0.654 0.966 0.995 0.729
ACCESS-ESM1-5_CMIP6 [-] 269. 269. 268. 1.41 1.48 0.254 0.236 0.652 0.971 0.995 0.713
CESM2_BARPA [-] 269. 269. 268. 1.52 1.69 4.00 0.214 0.464 0.331 0.996 0.510
CESM2_CCAM [-] 268. 268. 268. 0.739 0.878 0.331 0.459 0.628 0.967 0.992 0.756
CMCC-ESM2_BARPA [-] 269. 269. 268. 1.47 1.61 1.99 0.224 0.495 0.721 0.999 0.608
CMCC-ESM2_CCAM [-] 269. 269. 268. 1.06 1.08 0.225 0.333 0.794 0.978 0.998 0.778
CMCC-ESM2_CMIP6 [-] 269. 269. 267. 1.04 1.06 0.266 0.344 0.805 0.973 0.996 0.779
CNRM-ESM2-1_CCAM [-] 264. 264. 268. -3.37 3.40 0.459 0.0358 0.632 0.936 0.903 0.635
CNRM-ESM2-1_CMIP6 [-] 264. 264. 268. -3.42 3.45 0.508 0.0341 0.605 0.927 0.911 0.625
EC-Earth3_BARPA [-] 268. 268. 268. 0.443 0.701 2.20 0.624 0.581 0.659 0.993 0.710
EC-Earth3_CCAM [-] 268. 268. 268. 0.139 0.513 0.323 0.782 0.635 0.966 0.958 0.829
EC-Earth3_CMIP6 [-] 268. 268. 267. 0.0988 0.504 0.322 0.817 0.627 0.966 0.966 0.835
ERA5_BARPA [-] 268. 268. 268. 0.148 0.232 0.277 0.845 0.832 0.972 0.998 0.909
ERA5_CCAM [-] 267. 267. 268. -0.0346 0.0658 0.144 0.962 0.950 0.987 1.00 0.974
MPI-ESM1-2-HR_BARPA [-] 268. 268. 268. 0.953 1.18 2.33 0.371 0.482 0.590 0.999 0.612
NorESM2-MM_BARPA [-] 269. 269. 268. 1.11 1.22 2.48 0.316 0.595 0.598 0.986 0.637
NorESM2-MM_CCAM [-] 268. 268. 268. 0.457 0.580 0.323 0.618 0.689 0.966 0.998 0.811
NorESM2-MM_CMIP6 [-] 268. 268. 267. 0.408 0.571 0.288 0.657 0.664 0.970 0.997 0.810
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 257.
ACCESS-CM2_BARPA [-] 258. 258. 257. 0.513 0.781 0.00 0.884 0.869 1.00 0.991 0.928
ACCESS-CM2_CCAM [-] 258. 258. 257. 0.366 0.675 0.00 0.916 0.873 1.00 0.995 0.938
ACCESS-CM2_CMIP6 [-] 257. 257. 257. 0.319 0.625 0.00 0.926 0.879 1.00 0.995 0.942
ACCESS-ESM1-5_BARPA [-] 258. 258. 257. 1.12 1.23 0.00 0.764 0.887 1.00 1.00 0.910
ACCESS-ESM1-5_CCAM [-] 258. 258. 257. 1.14 1.32 0.00 0.761 0.852 1.00 0.993 0.896
ACCESS-ESM1-5_CMIP6 [-] 259. 259. 257. 1.42 1.56 0.00 0.711 0.856 1.00 0.994 0.886
CESM2_BARPA [-] 257. 257. 257. 0.0188 0.427 0.00 0.968 0.909 1.00 0.969 0.956
CESM2_CCAM [-] 257. 257. 257. 0.248 0.493 0.00 0.942 0.904 1.00 1.00 0.955
CMCC-ESM2_BARPA [-] 258. 258. 257. 0.400 0.490 0.00 0.908 0.938 1.00 0.977 0.954
CMCC-ESM2_CCAM [-] 258. 258. 257. 0.626 0.753 0.00 0.860 0.904 1.00 0.975 0.931
CMCC-ESM2_CMIP6 [-] 258. 258. 257. 0.572 0.721 0.00 0.872 0.902 1.00 0.983 0.935
CNRM-ESM2-1_CCAM [-] 255. 255. 257. -2.42 2.49 0.00 0.559 0.869 1.00 0.946 0.846
CNRM-ESM2-1_CMIP6 [-] 255. 255. 257. -2.43 2.50 0.00 0.556 0.868 1.00 0.950 0.846
EC-Earth3_BARPA [-] 258. 258. 257. 0.577 0.926 0.00 0.870 0.841 1.00 0.984 0.915
EC-Earth3_CCAM [-] 258. 258. 257. 0.703 1.04 0.00 0.845 0.833 1.00 0.973 0.904
EC-Earth3_CMIP6 [-] 258. 258. 257. 0.714 1.06 0.00 0.842 0.829 1.00 0.974 0.902
ERA5_BARPA [-] 257. 257. 257. 0.0781 0.142 0.00 0.981 0.972 1.00 1.00 0.986
ERA5_CCAM [-] 257. 257. 257. -0.0422 0.0659 0.00 0.990 0.988 1.00 1.00 0.994
MPI-ESM1-2-HR_BARPA [-] 258. 258. 257. 0.455 0.556 0.00 0.897 0.933 1.00 0.956 0.945
NorESM2-MM_BARPA [-] 257. 257. 257. -0.299 0.748 0.00 0.929 0.853 1.00 0.952 0.925
NorESM2-MM_CCAM [-] 257. 257. 257. -0.238 0.777 0.00 0.943 0.841 1.00 0.968 0.927
NorESM2-MM_CMIP6 [-] 257. 257. 257. -0.308 0.810 0.00 0.928 0.840 1.00 0.967 0.923
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 263.
ACCESS-CM2_BARPA [-] 264. 264. 263. 0.604 0.939 0.0571 0.763 0.735 0.996 1.00 0.866
ACCESS-CM2_CCAM [-] 263. 263. 263. 0.297 0.787 0.161 0.875 0.730 0.990 1.00 0.888
ACCESS-CM2_CMIP6 [-] 263. 263. 263. 0.300 0.810 0.214 0.874 0.722 0.986 1.00 0.885
ACCESS-ESM1-5_BARPA [-] 264. 264. 263. 0.609 0.912 0.00 0.779 0.749 1.00 0.996 0.873
ACCESS-ESM1-5_CCAM [-] 264. 264. 263. 1.05 1.34 0.00 0.632 0.699 1.00 1.00 0.828
ACCESS-ESM1-5_CMIP6 [-] 265. 265. 263. 1.41 1.62 0.105 0.545 0.708 0.993 1.00 0.808
CESM2_BARPA [-] 264. 264. 263. 0.823 1.04 0.604 0.681 0.753 0.901 0.973 0.835
CESM2_CCAM [-] 263. 263. 263. 0.161 0.721 0.00 0.854 0.759 1.00 0.988 0.894
CMCC-ESM2_BARPA [-] 264. 264. 263. 0.998 1.12 0.326 0.640 0.793 0.951 0.988 0.850
CMCC-ESM2_CCAM [-] 264. 264. 263. 1.09 1.21 0.00 0.619 0.809 1.00 0.997 0.856
CMCC-ESM2_CMIP6 [-] 264. 264. 263. 1.09 1.23 0.00 0.618 0.801 1.00 0.995 0.852
CNRM-ESM2-1_CCAM [-] 260. 260. 263. -3.51 3.58 0.00 0.243 0.736 1.00 0.992 0.747
CNRM-ESM2-1_CMIP6 [-] 260. 260. 263. -3.50 3.57 0.00 0.240 0.736 1.00 0.989 0.746
EC-Earth3_BARPA [-] 263. 263. 263. 0.0829 0.706 0.0603 0.943 0.747 0.996 1.00 0.909
EC-Earth3_CCAM [-] 263. 263. 263. 0.134 0.887 0.00 0.904 0.702 1.00 0.998 0.887
EC-Earth3_CMIP6 [-] 263. 263. 263. 0.185 0.892 0.00 0.899 0.704 1.00 0.998 0.886
ERA5_BARPA [-] 263. 263. 263. 0.0169 0.190 0.00 0.976 0.918 1.00 1.00 0.971
ERA5_CCAM [-] 263. 263. 263. -0.0999 0.115 0.00 0.961 0.979 1.00 1.00 0.985
MPI-ESM1-2-HR_BARPA [-] 264. 264. 263. 0.759 1.00 0.0232 0.716 0.744 0.996 1.00 0.861
NorESM2-MM_BARPA [-] 264. 264. 263. 0.759 0.979 0.297 0.692 0.807 0.981 0.974 0.867
NorESM2-MM_CCAM [-] 263. 263. 263. 0.326 0.680 0.00 0.825 0.804 1.00 0.990 0.901
NorESM2-MM_CMIP6 [-] 263. 263. 263. 0.307 0.671 0.00 0.830 0.802 1.00 0.990 0.901
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 255.
ACCESS-CM2_BARPA [-] 256. 256. 255. 0.242 0.649 0.00 0.936 0.870 1.00 0.963 0.942
ACCESS-CM2_CCAM [-] 255. 255. 255. 0.0932 0.604 0.00 0.947 0.873 1.00 0.962 0.943
ACCESS-CM2_CMIP6 [-] 255. 255. 255. 0.0727 0.582 0.00 0.948 0.877 1.00 0.969 0.938
ACCESS-ESM1-5_BARPA [-] 256. 256. 255. 0.974 1.13 0.00 0.789 0.871 1.00 0.974 0.907
ACCESS-ESM1-5_CCAM [-] 256. 256. 255. 0.868 1.12 0.00 0.811 0.846 1.00 0.955 0.903
ACCESS-ESM1-5_CMIP6 [-] 256. 256. 255. 1.15 1.35 0.00 0.756 0.845 1.00 0.955 0.858
CESM2_BARPA [-] 255. 255. 255. -0.324 0.644 0.00 0.917 0.880 1.00 0.951 0.931
CESM2_CCAM [-] 255. 255. 255. 0.0581 0.642 0.00 0.945 0.864 1.00 0.955 0.935
CMCC-ESM2_BARPA [-] 255. 255. 255. 0.148 0.378 0.00 0.958 0.927 1.00 0.979 0.965
CMCC-ESM2_CCAM [-] 256. 256. 255. 0.310 0.559 0.00 0.928 0.898 1.00 0.973 0.950
CMCC-ESM2_CMIP6 [-] 256. 256. 255. 0.298 0.572 0.00 0.929 0.896 1.00 0.962 0.950
CNRM-ESM2-1_CCAM [-] 253. 253. 255. -2.22 2.28 0.00 0.580 0.875 1.00 1.00 0.861
CNRM-ESM2-1_CMIP6 [-] 253. 253. 255. -2.21 2.28 0.00 0.576 0.877 1.00 1.00 0.863
EC-Earth3_BARPA [-] 256. 256. 255. 0.720 0.965 0.00 0.838 0.855 1.00 0.999 0.918
EC-Earth3_CCAM [-] 256. 256. 255. 0.853 1.09 0.00 0.811 0.846 1.00 0.999 0.908
EC-Earth3_CMIP6 [-] 256. 256. 255. 0.879 1.12 0.00 0.806 0.845 1.00 0.997 0.907
ERA5_BARPA [-] 255. 255. 255. 0.0503 0.116 0.00 0.988 0.975 1.00 0.999 0.990
ERA5_CCAM [-] 255. 255. 255. -0.0584 0.0733 0.00 0.986 0.990 1.00 1.00 0.994
MPI-ESM1-2-HR_BARPA [-] 255. 255. 255. -0.116 0.619 0.00 0.926 0.883 1.00 0.903 0.925
NorESM2-MM_BARPA [-] 255. 255. 255. -0.614 0.855 0.00 0.860 0.874 1.00 0.970 0.922
NorESM2-MM_CCAM [-] 255. 255. 255. -0.576 0.904 0.00 0.868 0.851 1.00 0.963 0.916
NorESM2-MM_CMIP6 [-] 255. 255. 255. -0.578 0.942 0.00 0.869 0.845 1.00 0.943 0.910
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 259.
ACCESS-CM2_BARPA [-] 260. 260. 259. 0.478 0.833 0.00 0.876 0.828 1.00 0.999 0.919
ACCESS-CM2_CCAM [-] 260. 260. 259. 0.268 0.673 0.00 0.928 0.843 1.00 1.00 0.935
ACCESS-CM2_CMIP6 [-] 259. 259. 259. 0.256 0.690 0.00 0.932 0.838 1.00 0.999 0.935
ACCESS-ESM1-5_BARPA [-] 260. 260. 259. 0.837 0.994 0.00 0.795 0.863 1.00 0.993 0.911
ACCESS-ESM1-5_CCAM [-] 260. 260. 259. 0.849 1.05 0.00 0.792 0.843 1.00 1.00 0.903
ACCESS-ESM1-5_CMIP6 [-] 260. 260. 259. 1.24 1.39 0.755 0.711 0.841 0.952 1.00 0.877
CESM2_BARPA [-] 259. 259. 259. -0.129 0.473 0.00 0.946 0.892 1.00 0.983 0.953
CESM2_CCAM [-] 259. 259. 259. -0.0546 0.434 0.00 0.962 0.895 1.00 0.993 0.958
CMCC-ESM2_BARPA [-] 260. 260. 259. 0.267 0.606 0.00 0.928 0.869 1.00 0.991 0.942
CMCC-ESM2_CCAM [-] 260. 260. 259. 0.592 1.00 0.00 0.849 0.804 1.00 0.989 0.905
CMCC-ESM2_CMIP6 [-] 260. 260. 259. 0.524 0.965 0.00 0.865 0.804 1.00 0.984 0.909
CNRM-ESM2-1_CCAM [-] 256. 256. 259. -2.83 2.90 0.00 0.459 0.839 1.00 0.944 0.817
CNRM-ESM2-1_CMIP6 [-] 256. 256. 259. -2.83 2.90 0.00 0.458 0.838 1.00 0.950 0.819
EC-Earth3_BARPA [-] 260. 260. 259. 0.492 0.861 0.00 0.876 0.826 1.00 0.984 0.915
EC-Earth3_CCAM [-] 260. 260. 259. 0.775 1.17 0.00 0.810 0.786 1.00 0.990 0.890
EC-Earth3_CMIP6 [-] 260. 260. 259. 0.794 1.21 0.00 0.805 0.780 1.00 0.993 0.888
ERA5_BARPA [-] 259. 259. 259. -0.0458 0.114 0.00 0.982 0.975 1.00 1.00 0.988
ERA5_CCAM [-] 259. 259. 259. -0.0843 0.102 0.00 0.977 0.986 1.00 1.00 0.991
MPI-ESM1-2-HR_BARPA [-] 260. 260. 259. 0.466 0.539 0.00 0.880 0.932 1.00 0.999 0.949
NorESM2-MM_BARPA [-] 259. 259. 259. -0.400 0.890 0.00 0.890 0.812 1.00 0.968 0.911
NorESM2-MM_CCAM [-] 259. 259. 259. -0.487 0.823 0.00 0.877 0.839 1.00 0.984 0.920
NorESM2-MM_CMIP6 [-] 259. 259. 259. -0.526 0.836 0.00 0.869 0.842 1.00 0.980 0.918
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 268.
ACCESS-CM2_BARPA [-] 269. 269. 268. 0.699 0.760 0.257 0.378 0.715 0.968 0.972 0.753
ACCESS-CM2_CCAM [-] 269. 269. 268. 0.449 0.582 0.252 0.526 0.657 0.969 0.931 0.758
ACCESS-CM2_CMIP6 [-] 269. 269. 268. 0.376 0.502 0.00 0.594 0.671 1.00 0.906 0.779
ACCESS-ESM1-5_BARPA [-] 269. 269. 268. 0.679 0.756 0.263 0.388 0.660 0.967 0.989 0.741
ACCESS-ESM1-5_CCAM [-] 269. 269. 268. 1.15 1.20 0.252 0.209 0.688 0.969 0.986 0.710
ACCESS-ESM1-5_CMIP6 [-] 269. 269. 268. 1.35 1.38 0.00 0.167 0.701 1.00 0.983 0.711
CESM2_BARPA [-] 270. 270. 268. 1.66 1.78 4.94 0.110 0.415 0.182 0.995 0.424
CESM2_CCAM [-] 269. 269. 268. 0.798 0.907 0.588 0.330 0.554 0.960 0.998 0.693
CMCC-ESM2_BARPA [-] 270. 270. 268. 1.59 1.68 1.91 0.117 0.458 0.748 0.994 0.566
CMCC-ESM2_CCAM [-] 269. 269. 268. 0.909 0.944 0.327 0.284 0.697 0.960 0.993 0.729
CMCC-ESM2_CMIP6 [-] 269. 269. 268. 0.816 0.854 0.00 0.313 0.694 1.00 0.993 0.744
CNRM-ESM2-1_CCAM [-] 265. 265. 268. -3.19 3.22 0.703 0.0157 0.586 0.918 0.864 0.595
CNRM-ESM2-1_CMIP6 [-] 265. 265. 268. -3.08 3.11 0.501 0.00811 0.551 0.919 0.504 0.502
EC-Earth3_BARPA [-] 269. 269. 268. 0.712 0.819 0.211 0.370 0.591 0.978 0.997 0.718
EC-Earth3_CCAM [-] 268. 268. 268. 0.145 0.415 0.252 0.768 0.611 0.969 0.957 0.803
EC-Earth3_CMIP6 [-] 268. 268. 268. 0.148 0.417 0.184 0.776 0.603 0.978 0.966 0.805
ERA5_BARPA [-] 268. 268. 268. 0.220 0.246 0.490 0.727 0.858 0.940 0.998 0.878
ERA5_CCAM [-] 268. 268. 268. -0.0678 0.0759 0.0765 0.908 0.957 0.991 1.00 0.963
MPI-ESM1-2-HR_BARPA [-] 269. 269. 268. 1.09 1.25 2.77 0.225 0.429 0.505 0.995 0.526
NorESM2-MM_BARPA [-] 269. 269. 268. 1.12 1.17 0.696 0.214 0.620 0.951 0.980 0.683
NorESM2-MM_CCAM [-] 268. 268. 268. 0.301 0.378 0.252 0.655 0.732 0.969 0.997 0.826
NorESM2-MM_CMIP6 [-] 268. 268. 268. 0.214 0.322 0.451 0.740 0.713 0.945 0.994 0.833
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 263.
ACCESS-CM2_BARPA [-] 263. 264. 263. 266. 0.490 0.827 1.09 0.533 0.691 0.839 0.996 0.750
ACCESS-CM2_CCAM [-] 263. 263. 263. 262. 0.295 0.711 0.961 0.606 0.681 0.872 0.996 0.767
ACCESS-CM2_CMIP6 [-] 263. 263. 263. 264. 0.292 0.709 0.926 0.607 0.682 0.881 0.996 0.770
ACCESS-ESM1-5_BARPA [-] 264. 264. 263. 266. 0.860 1.04 1.42 0.472 0.656 0.772 0.999 0.711
ACCESS-ESM1-5_CCAM [-] 264. 264. 263. 262. 0.966 1.17 1.28 0.428 0.671 0.786 0.997 0.710
ACCESS-ESM1-5_CMIP6 [-] 264. 264. 263. 264. 1.24 1.40 1.43 0.378 0.657 0.767 0.997 0.691
CESM2_BARPA [-] 264. 264. 263. 266. 0.840 1.34 1.58 0.408 0.612 0.752 0.982 0.673
CESM2_CCAM [-] 264. 264. 263. 262. 0.723 1.16 1.16 0.452 0.628 0.823 0.990 0.704
CMCC-ESM2_BARPA [-] 264. 264. 263. 266. 0.946 1.17 1.08 0.425 0.656 0.825 0.991 0.711
CMCC-ESM2_CCAM [-] 264. 264. 263. 262. 0.671 0.893 0.696 0.490 0.718 0.890 0.996 0.762
CMCC-ESM2_CMIP6 [-] 264. 264. 263. 262. 0.608 0.855 0.676 0.504 0.721 0.893 0.996 0.767
CNRM-ESM2-1_CCAM [-] 260. 260. 263. 262. -2.89 2.94 0.923 0.189 0.639 0.859 1.00 0.665
CNRM-ESM2-1_CMIP6 [-] 260. 260. 263. 258. -2.87 2.92 0.914 0.190 0.641 0.861 1.00 0.666
EC-Earth3_BARPA [-] 264. 264. 263. 266. 0.556 0.823 0.608 0.614 0.698 0.911 1.00 0.784
EC-Earth3_CCAM [-] 263. 263. 263. 262. 0.324 0.679 0.547 0.777 0.686 0.927 0.998 0.815
EC-Earth3_CMIP6 [-] 264. 264. 263. 262. 0.346 0.688 0.551 0.760 0.688 0.926 0.998 0.812
ERA5_BARPA [-] 263. 263. 263. 266. 0.132 0.197 0.239 0.806 0.909 0.971 1.00 0.919
ERA5_CCAM [-] 263. 263. 263. 262. -0.0786 0.0887 0.146 0.912 0.959 0.982 1.00 0.962
MPI-ESM1-2-HR_BARPA [-] 263. 264. 263. 266. 0.475 0.996 1.05 0.471 0.673 0.830 0.988 0.727
NorESM2-MM_BARPA [-] 263. 264. 263. 266. 0.498 0.998 0.918 0.465 0.707 0.862 0.989 0.746
NorESM2-MM_CCAM [-] 263. 263. 263. 262. -0.0218 0.571 1.07 0.736 0.727 0.832 0.996 0.803
NorESM2-MM_CMIP6 [-] 263. 263. 263. 262. -0.0864 0.568 1.15 0.768 0.727 0.821 0.995 0.808
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 268.
ACCESS-CM2_BARPA [-] 269. 269. 268. 268. 0.814 0.854 2.79 0.182 0.583 0.551 0.999 0.580
ACCESS-CM2_CCAM [-] 269. 269. 268. 268. 0.645 0.704 2.26 0.259 0.555 0.672 0.969 0.602
ACCESS-CM2_CMIP6 [-] 269. 269. 268. 0.655 0.710 2.14 0.255 0.561 0.701 0.918 0.599
ACCESS-ESM1-5_BARPA [-] 269. 269. 268. 268. 1.07 1.13 4.13 0.115 0.472 0.309 0.551 0.384
ACCESS-ESM1-5_CCAM [-] 269. 269. 268. 268. 1.23 1.27 3.73 0.0761 0.548 0.344 0.986 0.500
ACCESS-ESM1-5_CMIP6 [-] 270. 270. 268. 1.47 1.51 4.26 0.0471 0.502 0.282 0.989 0.464
CESM2_BARPA [-] 270. 270. 268. 268. 1.48 1.55 2.20 0.0458 0.408 0.682 0.926 0.494
CESM2_CCAM [-] 269. 269. 268. 268. 1.25 1.31 1.93 0.0822 0.455 0.724 0.909 0.525
CMCC-ESM2_BARPA [-] 269. 269. 268. 268. 1.34 1.40 0.851 0.0617 0.436 0.895 0.967 0.559
CMCC-ESM2_CCAM [-] 269. 269. 268. 268. 0.922 0.958 0.543 0.145 0.590 0.942 0.974 0.648
CMCC-ESM2_CMIP6 [-] 269. 269. 268. 269. 0.877 0.912 0.517 0.162 0.601 0.946 0.916 0.645
CNRM-ESM2-1_CCAM [-] 265. 265. 268. 268. -2.65 2.68 2.50 0.00404 0.433 0.578 0.899 0.470
CNRM-ESM2-1_CMIP6 [-] 265. 265. 268. 266. -2.63 2.67 2.42 0.00442 0.437 0.590 0.914 0.476
EC-Earth3_BARPA [-] 269. 269. 268. 268. 0.406 0.500 1.21 0.445 0.578 0.816 0.891 0.661
EC-Earth3_CCAM [-] 268. 268. 268. 268. 0.160 0.312 1.30 0.719 0.577 0.805 0.991 0.734
EC-Earth3_CMIP6 [-] 268. 268. 268. 268. 0.195 0.329 1.34 0.665 0.580 0.795 0.996 0.723
ERA5_BARPA [-] 268. 268. 268. 268. 0.218 0.233 0.309 0.633 0.856 0.964 1.00 0.862
ERA5_CCAM [-] 268. 268. 268. 268. -0.0875 0.0960 0.297 0.831 0.922 0.964 0.999 0.928
MPI-ESM1-2-HR_BARPA [-] 269. 269. 268. 268. 0.965 1.03 0.946 0.133 0.523 0.883 0.994 0.611
NorESM2-MM_BARPA [-] 269. 269. 268. 268. 0.880 0.943 2.03 0.175 0.498 0.663 0.857 0.538
NorESM2-MM_CCAM [-] 268. 268. 268. 268. 0.291 0.407 2.72 0.552 0.555 0.538 1.00 0.640
NorESM2-MM_CMIP6 [-] 268. 268. 268. 268. 0.254 0.383 2.97 0.601 0.561 0.506 0.989 0.643
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 260.
ACCESS-CM2_BARPA [-] 261. 261. 260. 0.638 0.931 0.00 0.834 0.823 1.00 1.00 0.896
ACCESS-CM2_CCAM [-] 260. 260. 260. 0.342 0.752 0.00 0.910 0.827 1.00 0.994 0.912
ACCESS-CM2_CMIP6 [-] 260. 260. 260. 0.315 0.724 0.00 0.917 0.834 1.00 0.997 0.916
ACCESS-ESM1-5_BARPA [-] 261. 261. 260. 1.10 1.29 0.00 0.733 0.827 1.00 0.994 0.876
ACCESS-ESM1-5_CCAM [-] 261. 261. 260. 1.29 1.56 0.00 0.693 0.778 1.00 0.999 0.850
ACCESS-ESM1-5_CMIP6 [-] 262. 262. 260. 1.57 1.77 0.00 0.644 0.794 1.00 1.00 0.846
CESM2_BARPA [-] 261. 261. 260. 0.728 0.926 0.00 0.809 0.847 1.00 0.978 0.896
CESM2_CCAM [-] 261. 261. 260. 0.474 0.779 0.00 0.873 0.837 1.00 1.00 0.909
CMCC-ESM2_BARPA [-] 261. 261. 260. 1.03 1.08 0.00 0.743 0.907 1.00 0.979 0.907
CMCC-ESM2_CCAM [-] 261. 261. 260. 1.00 1.06 0.00 0.750 0.903 1.00 0.996 0.911
CMCC-ESM2_CMIP6 [-] 261. 261. 260. 0.984 1.05 0.00 0.755 0.902 1.00 0.996 0.911
CNRM-ESM2-1_CCAM [-] 257. 257. 260. -3.22 3.33 0.00 0.402 0.783 1.00 0.917 0.777
CNRM-ESM2-1_CMIP6 [-] 257. 257. 260. -3.22 3.33 0.00 0.400 0.783 1.00 0.928 0.779
EC-Earth3_BARPA [-] 260. 260. 260. 0.248 1.10 0.00 0.935 0.737 1.00 0.993 0.881
EC-Earth3_CCAM [-] 260. 260. 260. 0.0137 1.07 0.00 0.938 0.743 1.00 0.960 0.877
EC-Earth3_CMIP6 [-] 260. 260. 260. 0.0259 1.08 0.00 0.939 0.741 1.00 0.960 0.876
ERA5_BARPA [-] 260. 260. 260. 0.102 0.166 0.00 0.972 0.963 1.00 1.00 0.979
ERA5_CCAM [-] 260. 260. 260. -0.0628 0.0754 0.00 0.982 0.989 1.00 1.00 0.992
MPI-ESM1-2-HR_BARPA [-] 261. 261. 260. 0.781 0.924 0.00 0.799 0.867 1.00 0.998 0.906
NorESM2-MM_BARPA [-] 261. 261. 260. 0.734 0.888 0.00 0.808 0.889 1.00 0.953 0.908
NorESM2-MM_CCAM [-] 261. 261. 260. 0.402 0.741 0.00 0.888 0.843 1.00 0.989 0.913
NorESM2-MM_CMIP6 [-] 260. 260. 260. 0.409 0.741 0.00 0.888 0.846 1.00 0.990 0.914
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 264.
ACCESS-CM2_BARPA [-] 264. 264. 264. 0.518 0.905 0.00 0.806 0.732 1.00 0.999 0.854
ACCESS-CM2_CCAM [-] 264. 264. 264. 0.0712 0.718 0.00 0.973 0.742 1.00 0.998 0.891
ACCESS-CM2_CMIP6 [-] 263. 263. 263. 0.0993 0.745 0.00 0.964 0.742 1.00 0.998 0.889
ACCESS-ESM1-5_BARPA [-] 264. 264. 264. 0.784 1.12 0.00 0.724 0.717 1.00 0.987 0.829
ACCESS-ESM1-5_CCAM [-] 265. 265. 264. 1.10 1.43 0.00 0.631 0.683 1.00 0.998 0.799
ACCESS-ESM1-5_CMIP6 [-] 265. 265. 263. 1.41 1.68 0.00 0.565 0.696 1.00 0.997 0.791
CESM2_BARPA [-] 265. 265. 264. 1.25 1.52 0.00 0.590 0.695 1.00 0.987 0.793
CESM2_CCAM [-] 264. 264. 264. 0.653 0.977 0.00 0.758 0.737 1.00 0.999 0.846
CMCC-ESM2_BARPA [-] 265. 265. 264. 1.51 1.61 0.00 0.531 0.785 1.00 0.992 0.819
CMCC-ESM2_CCAM [-] 265. 265. 264. 1.09 1.13 0.00 0.634 0.868 1.00 1.00 0.874
CMCC-ESM2_CMIP6 [-] 265. 265. 264. 1.08 1.14 0.00 0.640 0.864 1.00 1.00 0.874
CNRM-ESM2-1_CCAM [-] 260. 260. 264. -3.89 4.01 0.00 0.201 0.674 1.00 0.990 0.708
CNRM-ESM2-1_CMIP6 [-] 260. 260. 264. -3.87 3.98 0.00 0.190 0.668 1.00 0.995 0.704
EC-Earth3_BARPA [-] 264. 264. 264. 0.243 1.07 0.00 0.899 0.651 1.00 0.996 0.839
EC-Earth3_CCAM [-] 263. 263. 264. -0.375 1.12 0.00 0.854 0.645 1.00 1.00 0.829
EC-Earth3_CMIP6 [-] 263. 263. 264. -0.342 1.09 0.00 0.866 0.651 1.00 1.00 0.834
ERA5_BARPA [-] 264. 264. 264. 0.101 0.168 0.00 0.958 0.946 1.00 1.00 0.970
ERA5_CCAM [-] 264. 264. 264. -0.0924 0.0962 0.00 0.962 0.988 1.00 1.00 0.988
MPI-ESM1-2-HR_BARPA [-] 265. 265. 264. 0.887 1.16 0.00 0.688 0.729 1.00 0.999 0.829
NorESM2-MM_BARPA [-] 265. 265. 264. 1.32 1.39 0.00 0.574 0.835 1.00 0.997 0.848
NorESM2-MM_CCAM [-] 264. 264. 264. 0.571 0.729 0.00 0.787 0.827 1.00 1.00 0.888
NorESM2-MM_CMIP6 [-] 264. 264. 264. 0.549 0.716 0.00 0.798 0.827 1.00 1.00 0.890
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 259.
ACCESS-CM2_BARPA [-] 259. 260. 259. 0.652 0.881 0.00 0.844 0.857 1.00 1.00 0.912
ACCESS-CM2_CCAM [-] 259. 259. 259. 0.392 0.699 0.00 0.904 0.861 1.00 0.997 0.925
ACCESS-CM2_CMIP6 [-] 259. 259. 259. 0.339 0.658 0.00 0.916 0.864 1.00 0.998 0.928
ACCESS-ESM1-5_BARPA [-] 260. 260. 259. 1.22 1.36 0.00 0.729 0.860 1.00 0.998 0.889
ACCESS-ESM1-5_CCAM [-] 260. 260. 259. 1.31 1.53 0.00 0.712 0.814 1.00 1.00 0.868
ACCESS-ESM1-5_CMIP6 [-] 261. 261. 259. 1.58 1.75 0.00 0.664 0.821 1.00 1.00 0.861
CESM2_BARPA [-] 259. 259. 259. 0.576 0.760 0.00 0.860 0.880 1.00 0.976 0.919
CESM2_CCAM [-] 259. 259. 259. 0.549 0.778 0.00 0.867 0.866 1.00 0.999 0.920
CMCC-ESM2_BARPA [-] 260. 260. 259. 0.842 0.873 0.00 0.803 0.942 1.00 0.978 0.933
CMCC-ESM2_CCAM [-] 260. 260. 259. 0.847 0.915 0.00 0.802 0.913 1.00 0.996 0.925
CMCC-ESM2_CMIP6 [-] 260. 260. 259. 0.860 0.938 0.00 0.801 0.910 1.00 0.989 0.922
CNRM-ESM2-1_CCAM [-] 256. 256. 259. -2.90 3.00 0.00 0.472 0.817 1.00 0.902 0.802
CNRM-ESM2-1_CMIP6 [-] 256. 256. 259. -2.86 2.97 0.00 0.476 0.817 1.00 0.915 0.805
EC-Earth3_BARPA [-] 259. 259. 259. 0.402 1.12 0.00 0.903 0.763 1.00 0.987 0.883
EC-Earth3_CCAM [-] 259. 259. 259. 0.210 1.02 0.00 0.937 0.777 1.00 0.940 0.886
EC-Earth3_CMIP6 [-] 259. 259. 259. 0.220 1.05 0.00 0.935 0.770 1.00 0.944 0.884
ERA5_BARPA [-] 259. 259. 259. 0.108 0.154 0.00 0.972 0.972 1.00 1.00 0.983
ERA5_CCAM [-] 259. 259. 259. -0.0708 0.0865 0.00 0.982 0.988 1.00 1.00 0.991
MPI-ESM1-2-HR_BARPA [-] 259. 260. 259. 0.675 0.767 0.00 0.839 0.909 1.00 0.996 0.931
NorESM2-MM_BARPA [-] 259. 259. 259. 0.497 0.740 0.00 0.878 0.886 1.00 0.938 0.918
NorESM2-MM_CCAM [-] 259. 259. 259. 0.258 0.703 0.00 0.933 0.848 1.00 0.984 0.923
NorESM2-MM_CMIP6 [-] 259. 259. 259. 0.325 0.729 0.00 0.919 0.851 1.00 0.978 0.920
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 267.
ACCESS-CM2_BARPA [-] 267. 267. 267. 0.516 0.722 0.0433 0.649 0.682 0.997 0.996 0.801
ACCESS-CM2_CCAM [-] 267. 267. 267. 0.193 0.556 0.00 0.840 0.670 1.00 0.986 0.833
ACCESS-CM2_CMIP6 [-] 267. 267. 267. 0.149 0.536 0.00 0.869 0.670 1.00 0.991 0.840
ACCESS-ESM1-5_BARPA [-] 267. 267. 267. 0.523 0.741 0.00 0.647 0.668 1.00 1.00 0.797
ACCESS-ESM1-5_CCAM [-] 268. 268. 267. 1.07 1.22 0.00 0.416 0.639 1.00 0.999 0.739
ACCESS-ESM1-5_CMIP6 [-] 268. 268. 267. 1.31 1.42 0.00 0.341 0.656 1.00 1.00 0.731
CESM2_BARPA [-] 268. 268. 267. 1.51 1.71 1.94 0.294 0.524 0.682 0.993 0.603
CESM2_CCAM [-] 268. 268. 267. 0.659 0.859 0.0288 0.579 0.649 0.998 0.997 0.774
CMCC-ESM2_BARPA [-] 269. 269. 267. 1.57 1.71 0.924 0.281 0.577 0.887 1.00 0.664
CMCC-ESM2_CCAM [-] 268. 268. 267. 1.04 1.06 0.00 0.428 0.831 1.00 0.997 0.817
CMCC-ESM2_CMIP6 [-] 268. 268. 267. 1.03 1.05 0.00 0.435 0.842 1.00 0.994 0.823
CNRM-ESM2-1_CCAM [-] 263. 263. 267. -3.68 3.71 0.00 0.0547 0.691 1.00 0.956 0.679
CNRM-ESM2-1_CMIP6 [-] 263. 263. 267. -3.70 3.73 0.00 0.0535 0.674 1.00 0.961 0.672
EC-Earth3_BARPA [-] 267. 267. 267. 0.498 0.790 0.315 0.657 0.623 0.980 0.981 0.773
EC-Earth3_CCAM [-] 267. 267. 267. -0.0788 0.556 0.00 0.903 0.654 1.00 0.976 0.837
EC-Earth3_CMIP6 [-] 267. 267. 267. -0.0957 0.559 0.00 0.911 0.655 1.00 0.980 0.840
ERA5_BARPA [-] 267. 267. 267. 0.130 0.211 0.00 0.892 0.877 1.00 0.999 0.929
ERA5_CCAM [-] 267. 267. 267. -0.0609 0.0716 0.00 0.953 0.971 1.00 1.00 0.979
MPI-ESM1-2-HR_BARPA [-] 268. 268. 267. 0.976 1.24 0.204 0.449 0.538 0.962 0.998 0.697
NorESM2-MM_BARPA [-] 268. 268. 267. 1.20 1.28 0.0384 0.375 0.705 0.998 0.994 0.755
NorESM2-MM_CCAM [-] 267. 267. 267. 0.432 0.561 0.00 0.706 0.747 1.00 0.993 0.839
NorESM2-MM_CMIP6 [-] 267. 267. 267. 0.392 0.561 0.00 0.735 0.726 1.00 0.990 0.835
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 268.
ACCESS-CM2_BARPA [-] 269. 269. 268. 0.749 0.811 0.571 0.398 0.711 0.942 0.995 0.752
ACCESS-CM2_CCAM [-] 268. 268. 268. 0.485 0.619 0.873 0.547 0.650 0.935 0.987 0.754
ACCESS-CM2_CMIP6 [-] 268. 268. 268. 0.445 0.589 0.990 0.577 0.640 0.924 0.988 0.754
ACCESS-ESM1-5_BARPA [-] 268. 269. 268. 0.632 0.721 0.539 0.459 0.673 0.944 0.968 0.743
ACCESS-ESM1-5_CCAM [-] 269. 269. 268. 1.19 1.25 0.539 0.236 0.663 0.944 0.998 0.701
ACCESS-ESM1-5_CMIP6 [-] 269. 269. 268. 1.48 1.52 0.417 0.168 0.649 0.953 1.00 0.684
CESM2_BARPA [-] 269. 269. 268. 1.53 1.68 5.37 0.160 0.424 0.0962 0.990 0.419
CESM2_CCAM [-] 269. 269. 268. 0.793 0.891 0.533 0.378 0.613 0.946 0.992 0.709
CMCC-ESM2_BARPA [-] 269. 269. 268. 1.40 1.55 2.71 0.186 0.440 0.610 0.989 0.533
CMCC-ESM2_CCAM [-] 269. 269. 268. 1.07 1.10 0.375 0.270 0.769 0.964 0.954 0.745
CMCC-ESM2_CMIP6 [-] 269. 269. 268. 1.04 1.07 0.448 0.281 0.779 0.955 0.918 0.742
CNRM-ESM2-1_CCAM [-] 265. 265. 268. -3.16 3.19 0.765 0.0232 0.592 0.894 0.910 0.602
CNRM-ESM2-1_CMIP6 [-] 265. 265. 268. -3.24 3.28 0.825 0.0219 0.562 0.882 0.886 0.583
EC-Earth3_BARPA [-] 268. 268. 268. 0.406 0.641 3.46 0.603 0.554 0.445 0.945 0.620
EC-Earth3_CCAM [-] 268. 268. 268. 0.284 0.484 0.539 0.701 0.622 0.944 1.00 0.778
EC-Earth3_CMIP6 [-] 268. 268. 268. 0.221 0.469 0.524 0.758 0.608 0.945 0.999 0.784
ERA5_BARPA [-] 268. 268. 268. 0.161 0.246 0.462 0.814 0.801 0.953 0.996 0.873
ERA5_CCAM [-] 268. 268. 268. -0.0171 0.0620 0.240 0.969 0.936 0.979 0.999 0.964
MPI-ESM1-2-HR_BARPA [-] 269. 269. 268. 0.937 1.15 3.74 0.319 0.444 0.341 0.978 0.505
NorESM2-MM_BARPA [-] 269. 269. 268. 1.05 1.18 4.10 0.277 0.522 0.331 0.986 0.528
NorESM2-MM_CCAM [-] 268. 268. 268. 0.474 0.593 0.539 0.560 0.649 0.944 0.980 0.757
NorESM2-MM_CMIP6 [-] 268. 268. 268. 0.419 0.578 0.485 0.604 0.622 0.950 0.957 0.751
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 257.
ACCESS-CM2_BARPA [-] 258. 258. 257. 0.513 0.781 0.00 0.884 0.869 1.00 0.991 0.922
ACCESS-CM2_CCAM [-] 258. 258. 257. 0.366 0.675 0.00 0.916 0.873 1.00 0.995 0.931
ACCESS-CM2_CMIP6 [-] 257. 257. 257. 0.319 0.625 0.00 0.926 0.879 1.00 0.995 0.936
ACCESS-ESM1-5_BARPA [-] 258. 258. 257. 1.12 1.23 0.00 0.764 0.887 1.00 1.00 0.908
ACCESS-ESM1-5_CCAM [-] 258. 258. 257. 1.14 1.32 0.00 0.761 0.852 1.00 0.993 0.891
ACCESS-ESM1-5_CMIP6 [-] 259. 259. 257. 1.42 1.56 0.00 0.711 0.856 1.00 0.994 0.883
CESM2_BARPA [-] 257. 257. 257. 0.0188 0.427 0.00 0.968 0.909 1.00 0.969 0.951
CESM2_CCAM [-] 257. 257. 257. 0.248 0.493 0.00 0.942 0.904 1.00 1.00 0.950
CMCC-ESM2_BARPA [-] 258. 258. 257. 0.400 0.490 0.00 0.908 0.938 1.00 0.977 0.952
CMCC-ESM2_CCAM [-] 258. 258. 257. 0.626 0.753 0.00 0.860 0.904 1.00 0.975 0.929
CMCC-ESM2_CMIP6 [-] 258. 258. 257. 0.572 0.721 0.00 0.872 0.902 1.00 0.983 0.932
CNRM-ESM2-1_CCAM [-] 255. 255. 257. -2.42 2.49 0.00 0.559 0.869 1.00 0.946 0.848
CNRM-ESM2-1_CMIP6 [-] 255. 255. 257. -2.43 2.50 0.00 0.556 0.868 1.00 0.950 0.849
EC-Earth3_BARPA [-] 258. 258. 257. 0.577 0.926 0.00 0.870 0.841 1.00 0.984 0.907
EC-Earth3_CCAM [-] 258. 258. 257. 0.703 1.04 0.00 0.845 0.833 1.00 0.973 0.897
EC-Earth3_CMIP6 [-] 258. 258. 257. 0.714 1.06 0.00 0.842 0.829 1.00 0.974 0.895
ERA5_BARPA [-] 257. 257. 257. 0.0781 0.142 0.00 0.981 0.972 1.00 1.00 0.985
ERA5_CCAM [-] 257. 257. 257. -0.0422 0.0659 0.00 0.990 0.988 1.00 1.00 0.993
MPI-ESM1-2-HR_BARPA [-] 258. 258. 257. 0.455 0.556 0.00 0.897 0.933 1.00 0.956 0.944
NorESM2-MM_BARPA [-] 257. 257. 257. -0.299 0.748 0.00 0.929 0.853 1.00 0.952 0.917
NorESM2-MM_CCAM [-] 257. 257. 257. -0.238 0.777 0.00 0.943 0.841 1.00 0.968 0.918
NorESM2-MM_CMIP6 [-] 257. 257. 257. -0.308 0.810 0.00 0.928 0.840 1.00 0.967 0.915
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 264.
ACCESS-CM2_BARPA [-] 265. 265. 264. 0.616 0.938 0.0918 0.726 0.704 0.994 1.00 0.826
ACCESS-CM2_CCAM [-] 265. 265. 264. 0.280 0.787 0.253 0.861 0.693 0.984 1.00 0.846
ACCESS-CM2_CMIP6 [-] 265. 265. 264. 0.287 0.809 0.335 0.859 0.684 0.979 1.00 0.841
ACCESS-ESM1-5_BARPA [-] 265. 265. 264. 0.562 0.901 0.00 0.761 0.706 1.00 0.994 0.834
ACCESS-ESM1-5_CCAM [-] 265. 265. 264. 1.10 1.39 0.00 0.572 0.655 1.00 1.00 0.776
ACCESS-ESM1-5_CMIP6 [-] 266. 266. 264. 1.45 1.67 0.00 0.481 0.665 1.00 1.00 0.762
CESM2_BARPA [-] 265. 265. 264. 1.10 1.33 0.971 0.565 0.679 0.840 0.985 0.750
CESM2_CCAM [-] 265. 265. 264. 0.311 0.787 0.00 0.821 0.709 1.00 0.991 0.846
CMCC-ESM2_BARPA [-] 266. 266. 264. 1.21 1.35 0.525 0.539 0.730 0.921 0.997 0.783
CMCC-ESM2_CCAM [-] 265. 266. 264. 1.17 1.24 0.00 0.551 0.810 1.00 1.00 0.834
CMCC-ESM2_CMIP6 [-] 266. 266. 264. 1.18 1.27 0.00 0.546 0.799 1.00 0.999 0.829
CNRM-ESM2-1_CCAM [-] 261. 261. 264. -3.67 3.74 0.00 0.175 0.704 1.00 1.00 0.717
CNRM-ESM2-1_CMIP6 [-] 261. 261. 264. -3.67 3.73 0.00 0.173 0.705 1.00 0.998 0.716
EC-Earth3_BARPA [-] 264. 264. 264. 0.0526 0.704 0.0969 0.940 0.711 0.994 1.00 0.871
EC-Earth3_CCAM [-] 264. 264. 264. -0.0116 0.822 0.00 0.912 0.678 1.00 0.999 0.853
EC-Earth3_CMIP6 [-] 264. 264. 264. 0.0293 0.810 0.00 0.917 0.682 1.00 0.999 0.856
ERA5_BARPA [-] 264. 264. 264. 0.0419 0.211 0.00 0.972 0.897 1.00 1.00 0.953
ERA5_CCAM [-] 264. 264. 264. -0.0916 0.105 0.00 0.960 0.977 1.00 1.00 0.983
MPI-ESM1-2-HR_BARPA [-] 265. 265. 264. 0.817 1.12 0.0373 0.660 0.675 0.993 1.00 0.801
NorESM2-MM_BARPA [-] 265. 265. 264. 1.05 1.15 0.411 0.581 0.778 0.974 0.993 0.821
NorESM2-MM_CCAM [-] 265. 265. 264. 0.510 0.707 0.00 0.761 0.786 1.00 0.998 0.866
NorESM2-MM_CMIP6 [-] 265. 265. 264. 0.487 0.707 0.00 0.771 0.776 1.00 0.998 0.864
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 261.
ACCESS-CM2_BARPA [-] 262. 262. 261. 0.583 0.940 0.00 0.825 0.785 1.00 1.00 0.879
ACCESS-CM2_CCAM [-] 261. 262. 261. 0.323 0.788 0.00988 0.898 0.789 0.999 1.00 0.895
ACCESS-CM2_CMIP6 [-] 261. 261. 261. 0.321 0.812 0.0154 0.900 0.783 0.999 1.00 0.893
ACCESS-ESM1-5_BARPA [-] 262. 262. 261. 0.688 0.932 0.00 0.807 0.818 1.00 0.990 0.887
ACCESS-ESM1-5_CCAM [-] 262. 262. 261. 0.961 1.24 0.00 0.732 0.773 1.00 1.00 0.855
ACCESS-ESM1-5_CMIP6 [-] 262. 262. 261. 1.34 1.55 0.277 0.649 0.777 0.982 1.00 0.837
CESM2_BARPA [-] 262. 262. 261. 0.367 0.568 0.00 0.872 0.875 1.00 0.978 0.920
CESM2_CCAM [-] 261. 261. 261. -0.0843 0.613 0.00 0.907 0.840 1.00 0.987 0.915
CMCC-ESM2_BARPA [-] 262. 262. 261. 0.645 0.738 0.00 0.806 0.897 1.00 0.993 0.918
CMCC-ESM2_CCAM [-] 262. 262. 261. 0.949 1.16 0.00 0.730 0.806 1.00 0.993 0.867
CMCC-ESM2_CMIP6 [-] 262. 262. 261. 0.934 1.16 0.00 0.733 0.804 1.00 0.986 0.865
CNRM-ESM2-1_CCAM [-] 258. 258. 261. -3.24 3.32 0.00 0.356 0.790 1.00 0.974 0.782
CNRM-ESM2-1_CMIP6 [-] 258. 258. 261. -3.20 3.28 0.00 0.357 0.790 1.00 0.977 0.783
EC-Earth3_BARPA [-] 261. 261. 261. 0.133 0.709 0.00 0.947 0.805 1.00 0.989 0.909
EC-Earth3_CCAM [-] 262. 262. 261. 0.372 0.994 0.00 0.891 0.743 1.00 0.997 0.875
EC-Earth3_CMIP6 [-] 262. 262. 261. 0.439 1.03 0.00 0.871 0.741 1.00 0.998 0.870
ERA5_BARPA [-] 261. 261. 261. -0.0244 0.155 0.00 0.983 0.953 1.00 1.00 0.978
ERA5_CCAM [-] 261. 261. 261. -0.114 0.130 0.00 0.963 0.982 1.00 1.00 0.986
MPI-ESM1-2-HR_BARPA [-] 262. 262. 261. 0.663 0.817 0.00 0.808 0.856 1.00 0.999 0.904
NorESM2-MM_BARPA [-] 261. 261. 261. 0.287 0.700 0.109 0.873 0.854 0.993 0.963 0.908
NorESM2-MM_CCAM [-] 261. 261. 261. 0.0234 0.634 0.00 0.929 0.835 1.00 0.985 0.917
NorESM2-MM_CMIP6 [-] 261. 261. 261. 0.0211 0.615 0.00 0.923 0.842 1.00 0.982 0.918
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 254.
ACCESS-CM2_BARPA [-] 254. 254. 254. -0.00309 0.533 0.00 0.984 0.873 1.00 0.940 0.934
ACCESS-CM2_CCAM [-] 254. 254. 254. -0.172 0.558 0.00 0.957 0.874 1.00 0.938 0.928
ACCESS-CM2_CMIP6 [-] 254. 254. 254. -0.250 0.586 0.00 0.937 0.872 1.00 0.968 0.930
ACCESS-ESM1-5_BARPA [-] 255. 255. 254. 0.793 0.990 0.00 0.816 0.859 1.00 0.943 0.896
ACCESS-ESM1-5_CCAM [-] 255. 255. 254. 0.596 0.900 0.00 0.859 0.842 1.00 0.917 0.892
ACCESS-ESM1-5_CMIP6 [-] 255. 255. 254. 0.770 1.05 0.00 0.819 0.829 1.00 0.953 0.886
CESM2_BARPA [-] 254. 254. 254. -0.573 0.828 0.00 0.863 0.858 1.00 0.931 0.902
CESM2_CCAM [-] 254. 254. 254. -0.202 0.763 0.00 0.949 0.829 1.00 0.899 0.901
CMCC-ESM2_BARPA [-] 254. 254. 254. -0.0196 0.333 0.00 0.988 0.919 1.00 0.970 0.959
CMCC-ESM2_CCAM [-] 254. 254. 254. 0.0970 0.450 0.00 0.975 0.894 1.00 0.956 0.944
CMCC-ESM2_CMIP6 [-] 254. 254. 254. 0.0893 0.452 0.00 0.978 0.894 1.00 0.994 0.952
CNRM-ESM2-1_CCAM [-] 252. 252. 254. -2.22 2.28 0.00 0.566 0.876 1.00 0.989 0.861
CNRM-ESM2-1_CMIP6 [-] 252. 252. 254. -2.20 2.26 0.00 0.568 0.876 1.00 0.997 0.863
EC-Earth3_BARPA [-] 255. 255. 254. 0.733 0.941 0.00 0.829 0.859 1.00 0.999 0.909
EC-Earth3_CCAM [-] 255. 255. 254. 0.856 1.06 0.00 0.803 0.853 1.00 0.999 0.901
EC-Earth3_CMIP6 [-] 255. 255. 254. 0.923 1.12 0.00 0.790 0.851 1.00 1.00 0.898
ERA5_BARPA [-] 254. 254. 254. 0.0139 0.0966 0.00 0.996 0.976 1.00 0.998 0.989
ERA5_CCAM [-] 254. 254. 254. -0.0890 0.0966 0.00 0.977 0.992 1.00 1.00 0.992
MPI-ESM1-2-HR_BARPA [-] 254. 254. 254. -0.547 0.820 0.00 0.869 0.856 1.00 0.901 0.896
NorESM2-MM_BARPA [-] 253. 253. 254. -0.793 0.901 0.00 0.816 0.897 1.00 0.971 0.916
NorESM2-MM_CCAM [-] 253. 253. 254. -0.809 1.01 0.00 0.813 0.860 1.00 0.954 0.897
NorESM2-MM_CMIP6 [-] 253. 253. 254. -0.787 1.02 0.00 0.819 0.848 1.00 1.00 0.903
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 254.
ACCESS-CM2_BARPA [-] 254. 254. 254. -0.0443 0.561 0.00 0.981 0.867 1.00 0.958 0.935
ACCESS-CM2_CCAM [-] 254. 254. 254. -0.192 0.594 0.00 0.952 0.866 1.00 0.956 0.928
ACCESS-CM2_CMIP6 [-] 254. 254. 254. -0.177 0.582 0.00 0.955 0.867 1.00 1.00 0.938
ACCESS-ESM1-5_BARPA [-] 255. 255. 254. 0.728 0.963 0.00 0.829 0.850 1.00 0.966 0.899
ACCESS-ESM1-5_CCAM [-] 255. 255. 254. 0.554 0.898 0.00 0.867 0.834 1.00 0.942 0.895
ACCESS-ESM1-5_CMIP6 [-] 255. 255. 254. 0.848 1.12 0.00 0.804 0.829 1.00 1.00 0.893
CESM2_BARPA [-] 253. 253. 254. -0.661 0.905 0.00 0.843 0.853 1.00 0.960 0.902
CESM2_CCAM [-] 254. 254. 254. -0.268 0.811 0.00 0.933 0.822 1.00 0.934 0.902
CMCC-ESM2_BARPA [-] 254. 254. 254. -0.0540 0.353 0.00 0.986 0.914 1.00 0.989 0.961
CMCC-ESM2_CCAM [-] 254. 254. 254. 0.0811 0.460 0.00 0.978 0.890 1.00 0.976 0.947
CMCC-ESM2_CMIP6 [-] 254. 254. 254. -0.0177 0.453 0.00 0.987 0.891 1.00 0.977 0.949
CNRM-ESM2-1_CCAM [-] 252. 252. 254. -2.20 2.26 0.00 0.566 0.877 1.00 0.987 0.861
CNRM-ESM2-1_CMIP6 [-] 252. 252. 254. -2.22 2.28 0.00 0.566 0.879 1.00 0.981 0.861
EC-Earth3_BARPA [-] 255. 255. 254. 0.752 0.959 0.00 0.824 0.857 1.00 1.00 0.908
EC-Earth3_CCAM [-] 255. 255. 254. 0.908 1.10 0.00 0.791 0.849 1.00 0.999 0.898
EC-Earth3_CMIP6 [-] 255. 255. 254. 0.932 1.13 0.00 0.786 0.848 1.00 0.999 0.896
ERA5_BARPA [-] 254. 254. 254. 0.0253 0.0934 0.00 0.993 0.977 1.00 1.00 0.990
ERA5_CCAM [-] 254. 254. 254. -0.0595 0.0663 0.00 0.985 0.993 1.00 1.00 0.994
MPI-ESM1-2-HR_BARPA [-] 253. 253. 254. -0.627 0.912 0.00 0.851 0.844 1.00 0.905 0.889
NorESM2-MM_BARPA [-] 253. 253. 254. -0.853 0.950 0.00 0.802 0.899 1.00 0.992 0.918
NorESM2-MM_CCAM [-] 253. 253. 254. -0.849 1.03 0.00 0.803 0.860 1.00 0.983 0.901
NorESM2-MM_CMIP6 [-] 253. 253. 254. -0.957 1.14 0.00 0.782 0.851 1.00 0.988 0.895
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 256.
ACCESS-CM2_BARPA [-] 256. 257. 256. 0.443 0.711 0.00 0.900 0.876 1.00 0.978 0.926
ACCESS-CM2_CCAM [-] 256. 256. 256. 0.289 0.615 0.00 0.933 0.879 1.00 0.983 0.935
ACCESS-CM2_CMIP6 [-] 257. 257. 256. 0.267 0.575 0.00 0.938 0.886 1.00 0.990 0.940
ACCESS-ESM1-5_BARPA [-] 257. 257. 256. 1.16 1.27 0.00 0.757 0.885 1.00 0.985 0.903
ACCESS-ESM1-5_CCAM [-] 257. 257. 256. 1.11 1.30 0.00 0.768 0.852 1.00 0.975 0.889
ACCESS-ESM1-5_CMIP6 [-] 258. 258. 256. 1.42 1.57 0.00 0.712 0.853 1.00 0.981 0.880
CESM2_BARPA [-] 256. 256. 256. -0.0420 0.491 0.00 0.971 0.894 1.00 0.933 0.938
CESM2_CCAM [-] 256. 256. 256. 0.301 0.591 0.00 0.931 0.887 1.00 0.977 0.936
CMCC-ESM2_BARPA [-] 256. 256. 256. 0.330 0.444 0.00 0.924 0.934 1.00 0.965 0.952
CMCC-ESM2_CCAM [-] 257. 257. 256. 0.491 0.657 0.00 0.890 0.901 1.00 0.978 0.934
CMCC-ESM2_CMIP6 [-] 257. 257. 256. 0.529 0.697 0.00 0.882 0.899 1.00 0.953 0.927
CNRM-ESM2-1_CCAM [-] 254. 254. 256. -2.26 2.33 0.00 0.584 0.871 1.00 0.967 0.858
CNRM-ESM2-1_CMIP6 [-] 254. 254. 256. -2.22 2.29 0.00 0.588 0.874 1.00 0.996 0.866
EC-Earth3_BARPA [-] 257. 257. 256. 0.705 0.988 0.00 0.845 0.848 1.00 0.992 0.907
EC-Earth3_CCAM [-] 257. 257. 256. 0.777 1.06 0.00 0.831 0.842 1.00 0.961 0.895
EC-Earth3_CMIP6 [-] 257. 257. 256. 0.792 1.08 0.00 0.828 0.841 1.00 0.962 0.894
ERA5_BARPA [-] 256. 256. 256. 0.0771 0.137 0.00 0.982 0.973 1.00 1.00 0.986
ERA5_CCAM [-] 256. 256. 256. -0.0559 0.0730 0.00 0.987 0.989 1.00 0.999 0.993
MPI-ESM1-2-HR_BARPA [-] 256. 256. 256. 0.212 0.490 0.00 0.950 0.906 1.00 0.922 0.937
NorESM2-MM_BARPA [-] 256. 256. 256. -0.375 0.743 0.00 0.915 0.861 1.00 0.925 0.912
NorESM2-MM_CCAM [-] 256. 256. 256. -0.335 0.795 0.00 0.924 0.844 1.00 0.946 0.912
NorESM2-MM_CMIP6 [-] 256. 256. 256. -0.231 0.766 0.00 0.947 0.844 1.00 0.876 0.902
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 256.
ACCESS-CM2_BARPA [-] 256. 256. 256. 0.333 0.698 0.00 0.923 0.863 1.00 0.994 0.929
ACCESS-CM2_CCAM [-] 256. 256. 256. 0.199 0.621 0.00 0.953 0.868 1.00 0.991 0.936
ACCESS-CM2_CMIP6 [-] 256. 256. 256. 0.155 0.587 0.00 0.963 0.873 1.00 0.769 0.896
ACCESS-ESM1-5_BARPA [-] 257. 257. 256. 1.01 1.15 0.00 0.784 0.876 1.00 1.00 0.907
ACCESS-ESM1-5_CCAM [-] 257. 257. 256. 0.947 1.17 0.00 0.796 0.849 1.00 0.996 0.898
ACCESS-ESM1-5_CMIP6 [-] 257. 257. 256. 1.21 1.39 0.00 0.746 0.851 1.00 0.248 0.739
CESM2_BARPA [-] 256. 256. 256. -0.294 0.550 0.00 0.932 0.895 1.00 0.994 0.943
CESM2_CCAM [-] 256. 256. 256. 0.133 0.519 0.00 0.969 0.887 1.00 0.999 0.948
CMCC-ESM2_BARPA [-] 256. 256. 256. 0.159 0.342 0.00 0.963 0.930 1.00 0.999 0.964
CMCC-ESM2_CCAM [-] 256. 256. 256. 0.368 0.570 0.00 0.915 0.900 1.00 0.993 0.942
CMCC-ESM2_CMIP6 [-] 256. 256. 256. 0.275 0.534 0.00 0.936 0.896 1.00 0.983 0.942
CNRM-ESM2-1_CCAM [-] 254. 254. 256. -2.18 2.25 0.00 0.591 0.878 1.00 0.991 0.868
CNRM-ESM2-1_CMIP6 [-] 253. 253. 256. -2.19 2.25 0.00 0.588 0.882 1.00 1.00 0.870
EC-Earth3_BARPA [-] 257. 257. 256. 0.711 0.954 0.00 0.843 0.858 1.00 0.987 0.909
EC-Earth3_CCAM [-] 257. 257. 256. 0.904 1.15 0.00 0.805 0.844 1.00 0.999 0.898
EC-Earth3_CMIP6 [-] 257. 257. 256. 0.912 1.15 0.00 0.803 0.844 1.00 0.993 0.897
ERA5_BARPA [-] 256. 256. 256. 0.0555 0.118 0.00 0.987 0.975 1.00 0.999 0.987
ERA5_CCAM [-] 256. 256. 256. -0.0438 0.0655 0.00 0.990 0.989 1.00 1.00 0.993
MPI-ESM1-2-HR_BARPA [-] 256. 256. 256. 0.0755 0.463 0.00 0.981 0.897 1.00 0.946 0.944
NorESM2-MM_BARPA [-] 255. 255. 256. -0.640 0.898 0.00 0.857 0.860 1.00 0.999 0.915
NorESM2-MM_CCAM [-] 255. 255. 256. -0.552 0.890 0.00 0.876 0.847 1.00 0.992 0.912
NorESM2-MM_CMIP6 [-] 255. 255. 256. -0.708 1.01 0.00 0.843 0.840 1.00 0.981 0.901
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 258.
ACCESS-CM2_BARPA [-] 259. 259. 258. 0.508 0.828 0.00 0.881 0.849 1.00 0.997 0.915
ACCESS-CM2_CCAM [-] 259. 259. 258. 0.330 0.706 0.00 0.921 0.856 1.00 0.999 0.926
ACCESS-CM2_CMIP6 [-] 259. 259. 258. 0.277 0.676 0.00 0.933 0.857 1.00 0.999 0.929
ACCESS-ESM1-5_BARPA [-] 259. 259. 258. 0.944 1.06 0.00 0.790 0.889 1.00 0.997 0.913
ACCESS-ESM1-5_CCAM [-] 259. 259. 258. 1.02 1.21 0.00 0.775 0.850 1.00 1.00 0.895
ACCESS-ESM1-5_CMIP6 [-] 260. 260. 258. 1.30 1.43 0.00 0.723 0.858 1.00 1.00 0.888
CESM2_BARPA [-] 258. 258. 258. -0.0453 0.333 0.00 0.979 0.924 1.00 0.981 0.962
CESM2_CCAM [-] 258. 258. 258. -0.0785 0.385 0.00 0.976 0.913 1.00 0.980 0.956
CMCC-ESM2_BARPA [-] 259. 259. 258. 0.376 0.471 0.00 0.910 0.933 1.00 0.985 0.952
CMCC-ESM2_CCAM [-] 259. 259. 258. 0.682 0.839 0.00 0.843 0.885 1.00 0.982 0.919
CMCC-ESM2_CMIP6 [-] 259. 259. 258. 0.571 0.753 0.00 0.867 0.885 1.00 0.988 0.925
CNRM-ESM2-1_CCAM [-] 256. 256. 258. -2.62 2.68 0.00 0.519 0.877 1.00 0.929 0.840
CNRM-ESM2-1_CMIP6 [-] 256. 256. 259. -2.67 2.72 0.00 0.511 0.874 1.00 0.955 0.843
EC-Earth3_BARPA [-] 259. 259. 258. 0.461 0.813 0.00 0.892 0.847 1.00 0.984 0.914
EC-Earth3_CCAM [-] 259. 259. 258. 0.670 1.04 0.00 0.846 0.821 1.00 0.979 0.894
EC-Earth3_CMIP6 [-] 259. 259. 258. 0.690 1.06 0.00 0.842 0.818 1.00 0.984 0.892
ERA5_BARPA [-] 258. 258. 258. 0.0424 0.136 0.00 0.989 0.968 1.00 1.00 0.985
ERA5_CCAM [-] 258. 258. 258. -0.0436 0.0686 0.00 0.989 0.987 1.00 1.00 0.993
MPI-ESM1-2-HR_BARPA [-] 259. 259. 258. 0.608 0.643 0.00 0.859 0.950 1.00 0.983 0.948
NorESM2-MM_BARPA [-] 258. 258. 258. -0.328 0.766 0.00 0.922 0.843 1.00 0.964 0.914
NorESM2-MM_CCAM [-] 258. 258. 258. -0.342 0.779 0.00 0.919 0.841 1.00 0.985 0.917
NorESM2-MM_CMIP6 [-] 258. 258. 258. -0.425 0.821 0.00 0.900 0.840 1.00 0.986 0.913
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 260.
ACCESS-CM2_BARPA [-] 260. 260. 260. 0.471 0.834 0.00 0.874 0.823 1.00 0.997 0.904
ACCESS-CM2_CCAM [-] 260. 260. 260. 0.251 0.664 0.00 0.931 0.840 1.00 0.999 0.922
ACCESS-CM2_CMIP6 [-] 260. 260. 260. 0.249 0.694 0.00 0.931 0.832 1.00 0.999 0.919
ACCESS-ESM1-5_BARPA [-] 260. 260. 260. 0.808 0.978 0.00 0.797 0.856 1.00 0.994 0.901
ACCESS-ESM1-5_CCAM [-] 260. 260. 260. 0.802 1.01 0.00 0.797 0.841 1.00 1.00 0.896
ACCESS-ESM1-5_CMIP6 [-] 261. 261. 260. 1.23 1.38 0.983 0.707 0.836 0.937 1.00 0.863
CESM2_BARPA [-] 259. 259. 260. -0.152 0.510 0.00 0.937 0.883 1.00 0.971 0.935
CESM2_CCAM [-] 259. 259. 260. -0.0481 0.448 0.00 0.958 0.891 1.00 0.989 0.946
CMCC-ESM2_BARPA [-] 260. 260. 260. 0.237 0.642 0.00 0.933 0.852 1.00 0.983 0.924
CMCC-ESM2_CCAM [-] 260. 260. 260. 0.568 1.04 0.00 0.850 0.782 1.00 0.981 0.879
CMCC-ESM2_CMIP6 [-] 260. 260. 259. 0.512 1.02 0.00 0.865 0.783 1.00 0.975 0.881
CNRM-ESM2-1_CCAM [-] 257. 257. 260. -2.89 2.97 0.00 0.443 0.829 1.00 0.946 0.809
CNRM-ESM2-1_CMIP6 [-] 257. 257. 260. -2.87 2.95 0.00 0.445 0.829 1.00 0.950 0.811
EC-Earth3_BARPA [-] 260. 260. 260. 0.500 0.873 0.00 0.872 0.821 1.00 0.972 0.897
EC-Earth3_CCAM [-] 260. 260. 260. 0.803 1.21 0.00 0.800 0.776 1.00 0.975 0.865
EC-Earth3_CMIP6 [-] 260. 260. 260. 0.824 1.25 0.00 0.794 0.769 1.00 0.980 0.863
ERA5_BARPA [-] 259. 259. 260. -0.0697 0.108 0.00 0.980 0.977 1.00 1.00 0.987
ERA5_CCAM [-] 259. 259. 260. -0.0954 0.111 0.00 0.973 0.986 1.00 1.00 0.989
MPI-ESM1-2-HR_BARPA [-] 260. 260. 260. 0.427 0.511 0.00 0.885 0.928 1.00 0.995 0.947
NorESM2-MM_BARPA [-] 259. 259. 260. -0.419 0.923 0.00 0.882 0.804 1.00 0.951 0.888
NorESM2-MM_CCAM [-] 259. 259. 260. -0.526 0.835 0.00 0.866 0.839 1.00 0.970 0.903
NorESM2-MM_CMIP6 [-] 259. 259. 259. -0.553 0.840 0.00 0.861 0.843 1.00 0.966 0.903
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 268.
ACCESS-CM2_BARPA [-] 269. 269. 268. 0.699 0.760 0.257 0.378 0.715 0.968 0.972 0.749
ACCESS-CM2_CCAM [-] 269. 269. 268. 0.449 0.582 0.252 0.526 0.657 0.969 0.931 0.748
ACCESS-CM2_CMIP6 [-] 269. 269. 268. 0.376 0.502 0.00 0.594 0.671 1.00 0.906 0.768
ACCESS-ESM1-5_BARPA [-] 269. 269. 268. 0.679 0.756 0.263 0.388 0.660 0.967 0.989 0.733
ACCESS-ESM1-5_CCAM [-] 269. 269. 268. 1.15 1.20 0.252 0.209 0.688 0.969 0.986 0.708
ACCESS-ESM1-5_CMIP6 [-] 269. 269. 268. 1.35 1.38 0.00 0.167 0.701 1.00 0.983 0.710
CESM2_BARPA [-] 270. 270. 268. 1.66 1.78 4.94 0.110 0.415 0.182 0.995 0.423
CESM2_CCAM [-] 269. 269. 268. 0.798 0.907 0.588 0.330 0.554 0.960 0.998 0.679
CMCC-ESM2_BARPA [-] 270. 270. 268. 1.59 1.68 1.91 0.117 0.458 0.748 0.994 0.555
CMCC-ESM2_CCAM [-] 269. 269. 268. 0.909 0.944 0.327 0.284 0.697 0.960 0.993 0.726
CMCC-ESM2_CMIP6 [-] 269. 269. 268. 0.816 0.854 0.00 0.313 0.694 1.00 0.993 0.739
CNRM-ESM2-1_CCAM [-] 265. 265. 268. -3.19 3.22 0.703 0.0157 0.586 0.918 0.864 0.594
CNRM-ESM2-1_CMIP6 [-] 265. 265. 268. -3.08 3.11 0.501 0.00811 0.551 0.919 0.504 0.507
EC-Earth3_BARPA [-] 269. 269. 268. 0.712 0.819 0.211 0.370 0.591 0.978 0.997 0.705
EC-Earth3_CCAM [-] 268. 268. 268. 0.145 0.415 0.252 0.768 0.611 0.969 0.957 0.783
EC-Earth3_CMIP6 [-] 268. 268. 268. 0.148 0.417 0.184 0.776 0.603 0.978 0.966 0.785
ERA5_BARPA [-] 268. 268. 268. 0.220 0.246 0.490 0.727 0.858 0.940 0.998 0.876
ERA5_CCAM [-] 268. 268. 268. -0.0678 0.0759 0.0765 0.908 0.957 0.991 1.00 0.962
MPI-ESM1-2-HR_BARPA [-] 269. 269. 268. 1.09 1.25 2.77 0.225 0.429 0.505 0.995 0.517
NorESM2-MM_BARPA [-] 269. 269. 268. 1.12 1.17 0.696 0.214 0.620 0.951 0.980 0.677
NorESM2-MM_CCAM [-] 268. 268. 268. 0.301 0.378 0.252 0.655 0.732 0.969 0.997 0.817
NorESM2-MM_CMIP6 [-] 268. 268. 268. 0.214 0.322 0.451 0.740 0.713 0.945 0.994 0.821

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
BIAS
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
RMSE SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
Data not available
DIFFERENCE IN MAX MONTH
Data not available
SEASONAL CYCLE SCORE
Data not available

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

MODEL COLORS
Data not available
REGIONAL MEAN
Data not available
ANNUAL CYCLE
Data not available
MONTHLY ANOMALY
Data not available
ANNUAL CYCLE
Data not available

All Models

Benchmark
Data not available
Data not available
ACCESS-CM2_BARPA
Data not available
Data not available
ACCESS-CM2_CCAM
Data not available
Data not available
ACCESS-CM2_CMIP6
Data not available
Data not available
ACCESS-ESM1-5_BARPA
Data not available
Data not available
ACCESS-ESM1-5_CCAM
Data not available
Data not available
ACCESS-ESM1-5_CMIP6
Data not available
Data not available
CESM2_BARPA
Data not available
Data not available
CESM2_CCAM
Data not available
Data not available
CMCC-ESM2_BARPA
Data not available
Data not available
CMCC-ESM2_CCAM
Data not available
Data not available
CMCC-ESM2_CMIP6
Data not available
Data not available
CNRM-ESM2-1_CCAM
Data not available
Data not available
CNRM-ESM2-1_CMIP6
Data not available
Data not available
EC-Earth3_BARPA
Data not available
Data not available
EC-Earth3_CCAM
Data not available
Data not available
EC-Earth3_CMIP6
Data not available
Data not available
ERA5_BARPA
Data not available
Data not available
ERA5_CCAM
Data not available
Data not available
MPI-ESM1-2-HR_BARPA
Data not available
Data not available
NorESM2-MM_BARPA
Data not available
Data not available
NorESM2-MM_CCAM
Data not available
Data not available
NorESM2-MM_CMIP6
Data not available
Data not available

Data Information

  Title:
ERA5 pressure-levels monthly-averaged temperature 19590101-19590131

  History:
Wed Dec 14 20:52:59 2022: cdo -b F64 cat ta500/ta500_era5_moda_pl_19590101-19590131.nc ta500/ta500_era5_moda_pl_19590201-19590228.nc ta500/ta500_era5_moda_pl_19590301-19590331.nc ta500/ta500_era5_moda_pl_19590401-19590430.nc ta500/ta500_era5_moda_pl_19590501-19590531.nc ta500/ta500_era5_moda_pl_19590601-19590630.nc ta500/ta500_era5_moda_pl_19590701-19590731.nc ta500/ta500_era5_moda_pl_19590801-19590831.nc ta500/ta500_era5_moda_pl_19590901-19590930.nc ta500/ta500_era5_moda_pl_19591001-19591031.nc ta500/ta500_era5_moda_pl_19591101-19591130.nc ta500/ta500_era5_moda_pl_19591201-19591231.nc ta500/ta500_era5_moda_pl_19600101-19600131.nc ta500/ta500_era5_moda_pl_19600201-19600229.nc ta500/ta500_era5_moda_pl_19600301-19600331.nc ta500/ta500_era5_moda_pl_19600401-19600430.nc ta500/ta500_era5_moda_pl_19600501-19600531.nc ta500/ta500_era5_moda_pl_19600601-19600630.nc ta500/ta500_era5_moda_pl_19600701-19600731.nc ta500/ta500_era5_moda_pl_19600801-19600831.nc ta500/ta500_era5_moda_pl_19600901-19600930.nc ta500/ta500_era5_moda_pl_19601001-19601031.nc ta500/ta500_era5_moda_pl_19601101-19601130.nc ta500/ta500_era5_moda_pl_19601201-19601231.nc ta500/ta500_era5_moda_pl_19610101-19610131.nc ta500/ta500_era5_moda_pl_19610201-19610228.nc ta500/ta500_era5_moda_pl_19610301-19610331.nc ta500/ta500_era5_moda_pl_19610401-19610430.nc ta500/ta500_era5_moda_pl_19610501-19610531.nc ta500/ta500_era5_moda_pl_19610601-19610630.nc ta500/ta500_era5_moda_pl_19610701-19610731.nc ta500/ta500_era5_moda_pl_19610801-19610831.nc ta500/ta500_era5_moda_pl_19610901-19610930.nc ta500/ta500_era5_moda_pl_19611001-19611031.nc ta500/ta500_era5_moda_pl_19611101-19611130.nc ta500/ta500_era5_moda_pl_19611201-19611231.nc ta500/ta500_era5_moda_pl_19620101-19620131.nc ta500/ta500_era5_moda_pl_19620201-19620228.nc ta500/ta500_era5_moda_pl_19620301-19620331.nc ta500/ta500_era5_moda_pl_19620401-19620430.nc ta500/ta500_era5_moda_pl_19620501-19620531.nc ta500/ta500_era5_moda_pl_19620601-19620630.nc ta500/ta500_era5_moda_pl_19620701-19620731.nc ta500/ta500_era5_moda_pl_19620801-19620831.nc ta500/ta500_era5_moda_pl_19620901-19620930.nc ta500/ta500_era5_moda_pl_19621001-19621031.nc ta500/ta500_era5_moda_pl_19621101-19621130.nc ta500/ta500_era5_moda_pl_19621201-19621231.nc ta500/ta500_era5_moda_pl_19630101-19630131.nc ta500/ta500_era5_moda_pl_19630201-19630228.nc ta500/ta500_era5_moda_pl_19630301-19630331.nc ta500/ta500_era5_moda_pl_19630401-19630430.nc ta500/ta500_era5_moda_pl_19630501-19630531.nc ta500/ta500_era5_moda_pl_19630601-19630630.nc ta500/ta500_era5_moda_pl_19630701-19630731.nc ta500/ta500_era5_moda_pl_19630801-19630831.nc ta500/ta500_era5_moda_pl_19630901-19630930.nc ta500/ta500_era5_moda_pl_19631001-19631031.nc ta500/ta500_era5_moda_pl_19631101-19631130.nc ta500/ta500_era5_moda_pl_19631201-19631231.nc ta500/ta500_era5_moda_pl_19640101-19640131.nc ta500/ta500_era5_moda_pl_19640201-19640229.nc ta500/ta500_era5_moda_pl_19640301-19640331.nc ta500/ta500_era5_moda_pl_19640401-19640430.nc ta500/ta500_era5_moda_pl_19640501-19640531.nc ta500/ta500_era5_moda_pl_19640601-19640630.nc ta500/ta500_era5_moda_pl_19640701-19640731.nc ta500/ta500_era5_moda_pl_19640801-19640831.nc ta500/ta500_era5_moda_pl_19640901-19640930.nc ta500/ta500_era5_moda_pl_19641001-19641031.nc ta500/ta500_era5_moda_pl_19641101-19641130.nc ta500/ta500_era5_moda_pl_19641201-19641231.nc ta500/ta500_era5_moda_pl_19650101-19650131.nc ta500/ta500_era5_moda_pl_19650201-19650228.nc ta500/ta500_era5_moda_pl_19650301-19650331.nc ta500/ta500_era5_moda_pl_19650401-19650430.nc ta500/ta500_era5_moda_pl_19650501-19650531.nc ta500/ta500_era5_moda_pl_19650601-19650630.nc ta500/ta500_era5_moda_pl_19650701-19650731.nc ta500/ta500_era5_moda_pl_19650801-19650831.nc ta500/ta500_era5_moda_pl_19650901-19650930.nc ta500/ta500_era5_moda_pl_19651001-19651031.nc ta500/ta500_era5_moda_pl_19651101-19651130.nc ta500/ta500_era5_moda_pl_19651201-19651231.nc ta500/ta500_era5_moda_pl_19660101-19660131.nc ta500/ta500_era5_moda_pl_19660201-19660228.nc ta500/ta500_era5_moda_pl_19660301-19660331.nc ta500/ta500_era5_moda_pl_19660401-19660430.nc ta500/ta500_era5_moda_pl_19660501-19660531.nc ta500/ta500_era5_moda_pl_19660601-19660630.nc ta500/ta500_era5_moda_pl_19660701-19660731.nc ta500/ta500_era5_moda_pl_19660801-19660831.nc ta500/ta500_era5_moda_pl_19660901-19660930.nc ta500/ta500_era5_moda_pl_19661001-19661031.nc ta500/ta500_era5_moda_pl_19661101-19661130.nc ta500/ta500_era5_moda_pl_19661201-19661231.nc ta500/ta500_era5_moda_pl_19670101-19670131.nc ta500/ta500_era5_moda_pl_19670201-19670228.nc ta500/ta500_era5_moda_pl_19670301-19670331.nc ta500/ta500_era5_moda_pl_19670401-19670430.nc ta500/ta500_era5_moda_pl_19670501-19670531.nc ta500/ta500_era5_moda_pl_19670601-19670630.nc ta500/ta500_era5_moda_pl_19670701-19670731.nc ta500/ta500_era5_moda_pl_19670801-19670831.nc ta500/ta500_era5_moda_pl_19670901-19670930.nc ta500/ta500_era5_moda_pl_19671001-19671031.nc ta500/ta500_era5_moda_pl_19671101-19671130.nc ta500/ta500_era5_moda_pl_19671201-19671231.nc ta500/ta500_era5_moda_pl_19680101-19680131.nc ta500/ta500_era5_moda_pl_19680201-19680229.nc ta500/ta500_era5_moda_pl_19680301-19680331.nc ta500/ta500_era5_moda_pl_19680401-19680430.nc ta500/ta500_era5_moda_pl_19680501-19680531.nc ta500/ta500_era5_moda_pl_19680601-19680630.nc ta500/ta500_era5_moda_pl_19680701-19680731.nc ta500/ta500_era5_moda_pl_19680801-19680831.nc ta500/ta500_era5_moda_pl_19680901-19680930.nc ta500/ta500_era5_moda_pl_19681001-19681031.nc ta500/ta500_era5_moda_pl_19681101-19681130.nc ta500/ta500_era5_moda_pl_19681201-19681231.nc ta500/ta500_era5_moda_pl_19690101-19690131.nc ta500/ta500_era5_moda_pl_19690201-19690228.nc ta500/ta500_era5_moda_pl_19690301-19690331.nc ta500/ta500_era5_moda_pl_19690401-19690430.nc ta500/ta500_era5_moda_pl_19690501-19690531.nc ta500/ta500_era5_moda_pl_19690601-19690630.nc ta500/ta500_era5_moda_pl_19690701-19690731.nc ta500/ta500_era5_moda_pl_19690801-19690831.nc ta500/ta500_era5_moda_pl_19690901-19690930.nc ta500/ta500_era5_moda_pl_19691001-19691031.nc ta500/ta500_era5_moda_pl_19691101-19691130.nc ta500/ta500_era5_moda_pl_19691201-19691231.nc ta500/ta500_era5_moda_pl_19700101-19700131.nc ta500/ta500_era5_moda_pl_19700201-19700228.nc ta500/ta500_era5_moda_pl_19700301-19700331.nc ta500/ta500_era5_moda_pl_19700401-19700430.nc ta500/ta500_era5_moda_pl_19700501-19700531.nc ta500/ta500_era5_moda_pl_19700601-19700630.nc ta500/ta500_era5_moda_pl_19700701-19700731.nc ta500/ta500_era5_moda_pl_19700801-19700831.nc ta500/ta500_era5_moda_pl_19700901-19700930.nc ta500/ta500_era5_moda_pl_19701001-19701031.nc ta500/ta500_era5_moda_pl_19701101-19701130.nc ta500/ta500_era5_moda_pl_19701201-19701231.nc ta500/ta500_era5_moda_pl_19710101-19710131.nc ta500/ta500_era5_moda_pl_19710201-19710228.nc ta500/ta500_era5_moda_pl_19710301-19710331.nc ta500/ta500_era5_moda_pl_19710401-19710430.nc ta500/ta500_era5_moda_pl_19710501-19710531.nc ta500/ta500_era5_moda_pl_19710601-19710630.nc ta500/ta500_era5_moda_pl_19710701-19710731.nc ta500/ta500_era5_moda_pl_19710801-19710831.nc ta500/ta500_era5_moda_pl_19710901-19710930.nc ta500/ta500_era5_moda_pl_19711001-19711031.nc ta500/ta500_era5_moda_pl_19711101-19711130.nc ta500/ta500_era5_moda_pl_19711201-19711231.nc ta500/ta500_era5_moda_pl_19720101-19720131.nc ta500/ta500_era5_moda_pl_19720201-19720229.nc ta500/ta500_era5_moda_pl_19720301-19720331.nc ta500/ta500_era5_moda_pl_19720401-19720430.nc ta500/ta500_era5_moda_pl_19720501-19720531.nc ta500/ta500_era5_moda_pl_19720601-19720630.nc ta500/ta500_era5_moda_pl_19720701-19720731.nc ta500/ta500_era5_moda_pl_19720801-19720831.nc ta500/ta500_era5_moda_pl_19720901-19720930.nc ta500/ta500_era5_moda_pl_19721001-19721031.nc ta500/ta500_era5_moda_pl_19721101-19721130.nc ta500/ta500_era5_moda_pl_19721201-19721231.nc ta500/ta500_era5_moda_pl_19730101-19730131.nc ta500/ta500_era5_moda_pl_19730201-19730228.nc ta500/ta500_era5_moda_pl_19730301-19730331.nc ta500/ta500_era5_moda_pl_19730401-19730430.nc ta500/ta500_era5_moda_pl_19730501-19730531.nc ta500/ta500_era5_moda_pl_19730601-19730630.nc ta500/ta500_era5_moda_pl_19730701-19730731.nc ta500/ta500_era5_moda_pl_19730801-19730831.nc ta500/ta500_era5_moda_pl_19730901-19730930.nc ta500/ta500_era5_moda_pl_19731001-19731031.nc ta500/ta500_era5_moda_pl_19731101-19731130.nc ta500/ta500_era5_moda_pl_19731201-19731231.nc ta500/ta500_era5_moda_pl_19740101-19740131.nc ta500/ta500_era5_moda_pl_19740201-19740228.nc ta500/ta500_era5_moda_pl_19740301-19740331.nc ta500/ta500_era5_moda_pl_19740401-19740430.nc ta500/ta500_era5_moda_pl_19740501-19740531.nc ta500/ta500_era5_moda_pl_19740601-19740630.nc ta500/ta500_era5_moda_pl_19740701-19740731.nc ta500/ta500_era5_moda_pl_19740801-19740831.nc ta500/ta500_era5_moda_pl_19740901-19740930.nc ta500/ta500_era5_moda_pl_19741001-19741031.nc ta500/ta500_era5_moda_pl_19741101-19741130.nc ta500/ta500_era5_moda_pl_19741201-19741231.nc ta500/ta500_era5_moda_pl_19750101-19750131.nc ta500/ta500_era5_moda_pl_19750201-19750228.nc ta500/ta500_era5_moda_pl_19750301-19750331.nc ta500/ta500_era5_moda_pl_19750401-19750430.nc ta500/ta500_era5_moda_pl_19750501-19750531.nc ta500/ta500_era5_moda_pl_19750601-19750630.nc ta500/ta500_era5_moda_pl_19750701-19750731.nc ta500/ta500_era5_moda_pl_19750801-19750831.nc ta500/ta500_era5_moda_pl_19750901-19750930.nc ta500/ta500_era5_moda_pl_19751001-19751031.nc ta500/ta500_era5_moda_pl_19751101-19751130.nc ta500/ta500_era5_moda_pl_19751201-19751231.nc ta500/ta500_era5_moda_pl_19760101-19760131.nc ta500/ta500_era5_moda_pl_19760201-19760229.nc ta500/ta500_era5_moda_pl_19760301-19760331.nc ta500/ta500_era5_moda_pl_19760401-19760430.nc ta500/ta500_era5_moda_pl_19760501-19760531.nc ta500/ta500_era5_moda_pl_19760601-19760630.nc ta500/ta500_era5_moda_pl_19760701-19760731.nc ta500/ta500_era5_moda_pl_19760801-19760831.nc ta500/ta500_era5_moda_pl_19760901-19760930.nc ta500/ta500_era5_moda_pl_19761001-19761031.nc ta500/ta500_era5_moda_pl_19761101-19761130.nc ta500/ta500_era5_moda_pl_19761201-19761231.nc ta500/ta500_era5_moda_pl_19770101-19770131.nc ta500/ta500_era5_moda_pl_19770201-19770228.nc ta500/ta500_era5_moda_pl_19770301-19770331.nc ta500/ta500_era5_moda_pl_19770401-19770430.nc ta500/ta500_era5_moda_pl_19770501-19770531.nc ta500/ta500_era5_moda_pl_19770601-19770630.nc ta500/ta500_era5_moda_pl_19770701-19770731.nc ta500/ta500_era5_moda_pl_19770801-19770831.nc ta500/ta500_era5_moda_pl_19770901-19770930.nc ta500/ta500_era5_moda_pl_19771001-19771031.nc ta500/ta500_era5_moda_pl_19771101-19771130.nc ta500/ta500_era5_moda_pl_19771201-19771231.nc ta500/ta500_era5_moda_pl_19780101-19780131.nc ta500/ta500_era5_moda_pl_19780201-19780228.nc ta500/ta500_era5_moda_pl_19780301-19780331.nc ta500/ta500_era5_moda_pl_19780401-19780430.nc ta500/ta500_era5_moda_pl_19780501-19780531.nc ta500/ta500_era5_moda_pl_19780601-19780630.nc ta500/ta500_era5_moda_pl_19780701-19780731.nc ta500/ta500_era5_moda_pl_19780801-19780831.nc ta500/ta500_era5_moda_pl_19780901-19780930.nc ta500/ta500_era5_moda_pl_19781001-19781031.nc ta500/ta500_era5_moda_pl_19781101-19781130.nc ta500/ta500_era5_moda_pl_19781201-19781231.nc ta500/ta500_era5_moda_pl_19790101-19790131.nc ta500/ta500_era5_moda_pl_19790201-19790228.nc ta500/ta500_era5_moda_pl_19790301-19790331.nc ta500/ta500_era5_moda_pl_19790401-19790430.nc ta500/ta500_era5_moda_pl_19790501-19790531.nc ta500/ta500_era5_moda_pl_19790601-19790630.nc ta500/ta500_era5_moda_pl_19790701-19790731.nc ta500/ta500_era5_moda_pl_19790801-19790831.nc ta500/ta500_era5_moda_pl_19790901-19790930.nc ta500/ta500_era5_moda_pl_19791001-19791031.nc ta500/ta500_era5_moda_pl_19791101-19791130.nc ta500/ta500_era5_moda_pl_19791201-19791231.nc ta500/ta500_era5_moda_pl_19800101-19800131.nc ta500/ta500_era5_moda_pl_19800201-19800229.nc ta500/ta500_era5_moda_pl_19800301-19800331.nc ta500/ta500_era5_moda_pl_19800401-19800430.nc ta500/ta500_era5_moda_pl_19800501-19800531.nc ta500/ta500_era5_moda_pl_19800601-19800630.nc ta500/ta500_era5_moda_pl_19800701-19800731.nc ta500/ta500_era5_moda_pl_19800801-19800831.nc ta500/ta500_era5_moda_pl_19800901-19800930.nc ta500/ta500_era5_moda_pl_19801001-19801031.nc ta500/ta500_era5_moda_pl_19801101-19801130.nc ta500/ta500_era5_moda_pl_19801201-19801231.nc ta500/ta500_era5_moda_pl_19810101-19810131.nc ta500/ta500_era5_moda_pl_19810201-19810228.nc ta500/ta500_era5_moda_pl_19810301-19810331.nc ta500/ta500_era5_moda_pl_19810401-19810430.nc ta500/ta500_era5_moda_pl_19810501-19810531.nc ta500/ta500_era5_moda_pl_19810601-19810630.nc ta500/ta500_era5_moda_pl_19810701-19810731.nc ta500/ta500_era5_moda_pl_19810801-19810831.nc ta500/ta500_era5_moda_pl_19810901-19810930.nc ta500/ta500_era5_moda_pl_19811001-19811031.nc ta500/ta500_era5_moda_pl_19811101-19811130.nc ta500/ta500_era5_moda_pl_19811201-19811231.nc ta500/ta500_era5_moda_pl_19820101-19820131.nc ta500/ta500_era5_moda_pl_19820201-19820228.nc ta500/ta500_era5_moda_pl_19820301-19820331.nc ta500/ta500_era5_moda_pl_19820401-19820430.nc ta500/ta500_era5_moda_pl_19820501-19820531.nc ta500/ta500_era5_moda_pl_19820601-19820630.nc ta500/ta500_era5_moda_pl_19820701-19820731.nc ta500/ta500_era5_moda_pl_19820801-19820831.nc ta500/ta500_era5_moda_pl_19820901-19820930.nc ta500/ta500_era5_moda_pl_19821001-19821031.nc ta500/ta500_era5_moda_pl_19821101-19821130.nc ta500/ta500_era5_moda_pl_19821201-19821231.nc ta500/ta500_era5_moda_pl_19830101-19830131.nc ta500/ta500_era5_moda_pl_19830201-19830228.nc ta500/ta500_era5_moda_pl_19830301-19830331.nc ta500/ta500_era5_moda_pl_19830401-19830430.nc ta500/ta500_era5_moda_pl_19830501-19830531.nc ta500/ta500_era5_moda_pl_19830601-19830630.nc ta500/ta500_era5_moda_pl_19830701-19830731.nc ta500/ta500_era5_moda_pl_19830801-19830831.nc ta500/ta500_era5_moda_pl_19830901-19830930.nc ta500/ta500_era5_moda_pl_19831001-19831031.nc ta500/ta500_era5_moda_pl_19831101-19831130.nc ta500/ta500_era5_moda_pl_19831201-19831231.nc ta500/ta500_era5_moda_pl_19840101-19840131.nc ta500/ta500_era5_moda_pl_19840201-19840229.nc ta500/ta500_era5_moda_pl_19840301-19840331.nc ta500/ta500_era5_moda_pl_19840401-19840430.nc ta500/ta500_era5_moda_pl_19840501-19840531.nc ta500/ta500_era5_moda_pl_19840601-19840630.nc ta500/ta500_era5_moda_pl_19840701-19840731.nc ta500/ta500_era5_moda_pl_19840801-19840831.nc ta500/ta500_era5_moda_pl_19840901-19840930.nc ta500/ta500_era5_moda_pl_19841001-19841031.nc ta500/ta500_era5_moda_pl_19841101-19841130.nc ta500/ta500_era5_moda_pl_19841201-19841231.nc ta500/ta500_era5_moda_pl_19850101-19850131.nc ta500/ta500_era5_moda_pl_19850201-19850228.nc ta500/ta500_era5_moda_pl_19850301-19850331.nc ta500/ta500_era5_moda_pl_19850401-19850430.nc ta500/ta500_era5_moda_pl_19850501-19850531.nc ta500/ta500_era5_moda_pl_19850601-19850630.nc ta500/ta500_era5_moda_pl_19850701-19850731.nc ta500/ta500_era5_moda_pl_19850801-19850831.nc ta500/ta500_era5_moda_pl_19850901-19850930.nc ta500/ta500_era5_moda_pl_19851001-19851031.nc ta500/ta500_era5_moda_pl_19851101-19851130.nc ta500/ta500_era5_moda_pl_19851201-19851231.nc ta500/ta500_era5_moda_pl_19860101-19860131.nc ta500/ta500_era5_moda_pl_19860201-19860228.nc ta500/ta500_era5_moda_pl_19860301-19860331.nc ta500/ta500_era5_moda_pl_19860401-19860430.nc ta500/ta500_era5_moda_pl_19860501-19860531.nc ta500/ta500_era5_moda_pl_19860601-19860630.nc ta500/ta500_era5_moda_pl_19860701-19860731.nc ta500/ta500_era5_moda_pl_19860801-19860831.nc ta500/ta500_era5_moda_pl_19860901-19860930.nc ta500/ta500_era5_moda_pl_19861001-19861031.nc ta500/ta500_era5_moda_pl_19861101-19861130.nc ta500/ta500_era5_moda_pl_19861201-19861231.nc ta500/ta500_era5_moda_pl_19870101-19870131.nc ta500/ta500_era5_moda_pl_19870201-19870228.nc ta500/ta500_era5_moda_pl_19870301-19870331.nc ta500/ta500_era5_moda_pl_19870401-19870430.nc ta500/ta500_era5_moda_pl_19870501-19870531.nc ta500/ta500_era5_moda_pl_19870601-19870630.nc ta500/ta500_era5_moda_pl_19870701-19870731.nc ta500/ta500_era5_moda_pl_19870801-19870831.nc ta500/ta500_era5_moda_pl_19870901-19870930.nc ta500/ta500_era5_moda_pl_19871001-19871031.nc ta500/ta500_era5_moda_pl_19871101-19871130.nc ta500/ta500_era5_moda_pl_19871201-19871231.nc ta500/ta500_era5_moda_pl_19880101-19880131.nc ta500/ta500_era5_moda_pl_19880201-19880229.nc ta500/ta500_era5_moda_pl_19880301-19880331.nc ta500/ta500_era5_moda_pl_19880401-19880430.nc ta500/ta500_era5_moda_pl_19880501-19880531.nc ta500/ta500_era5_moda_pl_19880601-19880630.nc ta500/ta500_era5_moda_pl_19880701-19880731.nc ta500/ta500_era5_moda_pl_19880801-19880831.nc ta500/ta500_era5_moda_pl_19880901-19880930.nc ta500/ta500_era5_moda_pl_19881001-19881031.nc ta500/ta500_era5_moda_pl_19881101-19881130.nc ta500/ta500_era5_moda_pl_19881201-19881231.nc ta500/ta500_era5_moda_pl_19890101-19890131.nc ta500/ta500_era5_moda_pl_19890201-19890228.nc ta500/ta500_era5_moda_pl_19890301-19890331.nc ta500/ta500_era5_moda_pl_19890401-19890430.nc ta500/ta500_era5_moda_pl_19890501-19890531.nc ta500/ta500_era5_moda_pl_19890601-19890630.nc ta500/ta500_era5_moda_pl_19890701-19890731.nc ta500/ta500_era5_moda_pl_19890801-19890831.nc ta500/ta500_era5_moda_pl_19890901-19890930.nc ta500/ta500_era5_moda_pl_19891001-19891031.nc ta500/ta500_era5_moda_pl_19891101-19891130.nc ta500/ta500_era5_moda_pl_19891201-19891231.nc ta500/ta500_era5_moda_pl_19900101-19900131.nc ta500/ta500_era5_moda_pl_19900201-19900228.nc ta500/ta500_era5_moda_pl_19900301-19900331.nc ta500/ta500_era5_moda_pl_19900401-19900430.nc ta500/ta500_era5_moda_pl_19900501-19900531.nc ta500/ta500_era5_moda_pl_19900601-19900630.nc ta500/ta500_era5_moda_pl_19900701-19900731.nc ta500/ta500_era5_moda_pl_19900801-19900831.nc ta500/ta500_era5_moda_pl_19900901-19900930.nc ta500/ta500_era5_moda_pl_19901001-19901031.nc ta500/ta500_era5_moda_pl_19901101-19901130.nc ta500/ta500_era5_moda_pl_19901201-19901231.nc ta500/ta500_era5_moda_pl_19910101-19910131.nc ta500/ta500_era5_moda_pl_19910201-19910228.nc ta500/ta500_era5_moda_pl_19910301-19910331.nc ta500/ta500_era5_moda_pl_19910401-19910430.nc ta500/ta500_era5_moda_pl_19910501-19910531.nc ta500/ta500_era5_moda_pl_19910601-19910630.nc ta500/ta500_era5_moda_pl_19910701-19910731.nc ta500/ta500_era5_moda_pl_19910801-19910831.nc ta500/ta500_era5_moda_pl_19910901-19910930.nc ta500/ta500_era5_moda_pl_19911001-19911031.nc ta500/ta500_era5_moda_pl_19911101-19911130.nc ta500/ta500_era5_moda_pl_19911201-19911231.nc ta500/ta500_era5_moda_pl_19920101-19920131.nc ta500/ta500_era5_moda_pl_19920201-19920229.nc ta500/ta500_era5_moda_pl_19920301-19920331.nc ta500/ta500_era5_moda_pl_19920401-19920430.nc ta500/ta500_era5_moda_pl_19920501-19920531.nc ta500/ta500_era5_moda_pl_19920601-19920630.nc ta500/ta500_era5_moda_pl_19920701-19920731.nc ta500/ta500_era5_moda_pl_19920801-19920831.nc ta500/ta500_era5_moda_pl_19920901-19920930.nc ta500/ta500_era5_moda_pl_19921001-19921031.nc ta500/ta500_era5_moda_pl_19921101-19921130.nc ta500/ta500_era5_moda_pl_19921201-19921231.nc ta500/ta500_era5_moda_pl_19930101-19930131.nc ta500/ta500_era5_moda_pl_19930201-19930228.nc ta500/ta500_era5_moda_pl_19930301-19930331.nc ta500/ta500_era5_moda_pl_19930401-19930430.nc ta500/ta500_era5_moda_pl_19930501-19930531.nc ta500/ta500_era5_moda_pl_19930601-19930630.nc ta500/ta500_era5_moda_pl_19930701-19930731.nc ta500/ta500_era5_moda_pl_19930801-19930831.nc ta500/ta500_era5_moda_pl_19930901-19930930.nc ta500/ta500_era5_moda_pl_19931001-19931031.nc ta500/ta500_era5_moda_pl_19931101-19931130.nc ta500/ta500_era5_moda_pl_19931201-19931231.nc ta500/ta500_era5_moda_pl_19940101-19940131.nc ta500/ta500_era5_moda_pl_19940201-19940228.nc ta500/ta500_era5_moda_pl_19940301-19940331.nc ta500/ta500_era5_moda_pl_19940401-19940430.nc ta500/ta500_era5_moda_pl_19940501-19940531.nc ta500/ta500_era5_moda_pl_19940601-19940630.nc ta500/ta500_era5_moda_pl_19940701-19940731.nc ta500/ta500_era5_moda_pl_19940801-19940831.nc ta500/ta500_era5_moda_pl_19940901-19940930.nc ta500/ta500_era5_moda_pl_19941001-19941031.nc ta500/ta500_era5_moda_pl_19941101-19941130.nc ta500/ta500_era5_moda_pl_19941201-19941231.nc ta500/ta500_era5_moda_pl_19950101-19950131.nc ta500/ta500_era5_moda_pl_19950201-19950228.nc ta500/ta500_era5_moda_pl_19950301-19950331.nc ta500/ta500_era5_moda_pl_19950401-19950430.nc ta500/ta500_era5_moda_pl_19950501-19950531.nc ta500/ta500_era5_moda_pl_19950601-19950630.nc ta500/ta500_era5_moda_pl_19950701-19950731.nc ta500/ta500_era5_moda_pl_19950801-19950831.nc ta500/ta500_era5_moda_pl_19950901-19950930.nc ta500/ta500_era5_moda_pl_19951001-19951031.nc ta500/ta500_era5_moda_pl_19951101-19951130.nc ta500/ta500_era5_moda_pl_19951201-19951231.nc ta500/ta500_era5_moda_pl_19960101-19960131.nc ta500/ta500_era5_moda_pl_19960201-19960229.nc ta500/ta500_era5_moda_pl_19960301-19960331.nc ta500/ta500_era5_moda_pl_19960401-19960430.nc ta500/ta500_era5_moda_pl_19960501-19960531.nc ta500/ta500_era5_moda_pl_19960601-19960630.nc ta500/ta500_era5_moda_pl_19960701-19960731.nc ta500/ta500_era5_moda_pl_19960801-19960831.nc ta500/ta500_era5_moda_pl_19960901-19960930.nc ta500/ta500_era5_moda_pl_19961001-19961031.nc ta500/ta500_era5_moda_pl_19961101-19961130.nc ta500/ta500_era5_moda_pl_19961201-19961231.nc ta500/ta500_era5_moda_pl_19970101-19970131.nc ta500/ta500_era5_moda_pl_19970201-19970228.nc ta500/ta500_era5_moda_pl_19970301-19970331.nc ta500/ta500_era5_moda_pl_19970401-19970430.nc ta500/ta500_era5_moda_pl_19970501-19970531.nc ta500/ta500_era5_moda_pl_19970601-19970630.nc ta500/ta500_era5_moda_pl_19970701-19970731.nc ta500/ta500_era5_moda_pl_19970801-19970831.nc ta500/ta500_era5_moda_pl_19970901-19970930.nc ta500/ta500_era5_moda_pl_19971001-19971031.nc ta500/ta500_era5_moda_pl_19971101-19971130.nc ta500/ta500_era5_moda_pl_19971201-19971231.nc ta500/ta500_era5_moda_pl_19980101-19980131.nc ta500/ta500_era5_moda_pl_19980201-19980228.nc ta500/ta500_era5_moda_pl_19980301-19980331.nc ta500/ta500_era5_moda_pl_19980401-19980430.nc ta500/ta500_era5_moda_pl_19980501-19980531.nc ta500/ta500_era5_moda_pl_19980601-19980630.nc ta500/ta500_era5_moda_pl_19980701-19980731.nc ta500/ta500_era5_moda_pl_19980801-19980831.nc ta500/ta500_era5_moda_pl_19980901-19980930.nc ta500/ta500_era5_moda_pl_19981001-19981031.nc ta500/ta500_era5_moda_pl_19981101-19981130.nc ta500/ta500_era5_moda_pl_19981201-19981231.nc ta500/ta500_era5_moda_pl_19990101-19990131.nc ta500/ta500_era5_moda_pl_19990201-19990228.nc ta500/ta500_era5_moda_pl_19990301-19990331.nc ta500/ta500_era5_moda_pl_19990401-19990430.nc ta500/ta500_era5_moda_pl_19990501-19990531.nc ta500/ta500_era5_moda_pl_19990601-19990630.nc ta500/ta500_era5_moda_pl_19990701-19990731.nc ta500/ta500_era5_moda_pl_19990801-19990831.nc ta500/ta500_era5_moda_pl_19990901-19990930.nc ta500/ta500_era5_moda_pl_19991001-19991031.nc ta500/ta500_era5_moda_pl_19991101-19991130.nc ta500/ta500_era5_moda_pl_19991201-19991231.nc ta500/ta500_era5_moda_pl_20000101-20000131.nc ta500/ta500_era5_moda_pl_20000201-20000229.nc ta500/ta500_era5_moda_pl_20000301-20000331.nc ta500/ta500_era5_moda_pl_20000401-20000430.nc ta500/ta500_era5_moda_pl_20000501-20000531.nc ta500/ta500_era5_moda_pl_20000601-20000630.nc ta500/ta500_era5_moda_pl_20000701-20000731.nc ta500/ta500_era5_moda_pl_20000801-20000831.nc ta500/ta500_era5_moda_pl_20000901-20000930.nc ta500/ta500_era5_moda_pl_20001001-20001031.nc ta500/ta500_era5_moda_pl_20001101-20001130.nc ta500/ta500_era5_moda_pl_20001201-20001231.nc ta500/ta500_era5_moda_pl_20010101-20010131.nc ta500/ta500_era5_moda_pl_20010201-20010228.nc ta500/ta500_era5_moda_pl_20010301-20010331.nc ta500/ta500_era5_moda_pl_20010401-20010430.nc ta500/ta500_era5_moda_pl_20010501-20010531.nc ta500/ta500_era5_moda_pl_20010601-20010630.nc ta500/ta500_era5_moda_pl_20010701-20010731.nc ta500/ta500_era5_moda_pl_20010801-20010831.nc ta500/ta500_era5_moda_pl_20010901-20010930.nc ta500/ta500_era5_moda_pl_20011001-20011031.nc ta500/ta500_era5_moda_pl_20011101-20011130.nc ta500/ta500_era5_moda_pl_20011201-20011231.nc ta500/ta500_era5_moda_pl_20020101-20020131.nc ta500/ta500_era5_moda_pl_20020201-20020228.nc ta500/ta500_era5_moda_pl_20020301-20020331.nc ta500/ta500_era5_moda_pl_20020401-20020430.nc ta500/ta500_era5_moda_pl_20020501-20020531.nc ta500/ta500_era5_moda_pl_20020601-20020630.nc ta500/ta500_era5_moda_pl_20020701-20020731.nc ta500/ta500_era5_moda_pl_20020801-20020831.nc ta500/ta500_era5_moda_pl_20020901-20020930.nc ta500/ta500_era5_moda_pl_20021001-20021031.nc ta500/ta500_era5_moda_pl_20021101-20021130.nc ta500/ta500_era5_moda_pl_20021201-20021231.nc ta500/ta500_era5_moda_pl_20030101-20030131.nc ta500/ta500_era5_moda_pl_20030201-20030228.nc ta500/ta500_era5_moda_pl_20030301-20030331.nc ta500/ta500_era5_moda_pl_20030401-20030430.nc ta500/ta500_era5_moda_pl_20030501-20030531.nc ta500/ta500_era5_moda_pl_20030601-20030630.nc ta500/ta500_era5_moda_pl_20030701-20030731.nc ta500/ta500_era5_moda_pl_20030801-20030831.nc ta500/ta500_era5_moda_pl_20030901-20030930.nc ta500/ta500_era5_moda_pl_20031001-20031031.nc ta500/ta500_era5_moda_pl_20031101-20031130.nc ta500/ta500_era5_moda_pl_20031201-20031231.nc ta500/ta500_era5_moda_pl_20040101-20040131.nc ta500/ta500_era5_moda_pl_20040201-20040229.nc ta500/ta500_era5_moda_pl_20040301-20040331.nc ta500/ta500_era5_moda_pl_20040401-20040430.nc ta500/ta500_era5_moda_pl_20040501-20040531.nc ta500/ta500_era5_moda_pl_20040601-20040630.nc ta500/ta500_era5_moda_pl_20040701-20040731.nc ta500/ta500_era5_moda_pl_20040801-20040831.nc ta500/ta500_era5_moda_pl_20040901-20040930.nc ta500/ta500_era5_moda_pl_20041001-20041031.nc ta500/ta500_era5_moda_pl_20041101-20041130.nc ta500/ta500_era5_moda_pl_20041201-20041231.nc ta500/ta500_era5_moda_pl_20050101-20050131.nc ta500/ta500_era5_moda_pl_20050201-20050228.nc ta500/ta500_era5_moda_pl_20050301-20050331.nc ta500/ta500_era5_moda_pl_20050401-20050430.nc ta500/ta500_era5_moda_pl_20050501-20050531.nc ta500/ta500_era5_moda_pl_20050601-20050630.nc ta500/ta500_era5_moda_pl_20050701-20050731.nc ta500/ta500_era5_moda_pl_20050801-20050831.nc ta500/ta500_era5_moda_pl_20050901-20050930.nc ta500/ta500_era5_moda_pl_20051001-20051031.nc ta500/ta500_era5_moda_pl_20051101-20051130.nc ta500/ta500_era5_moda_pl_20051201-20051231.nc ta500/ta500_era5_moda_pl_20060101-20060131.nc ta500/ta500_era5_moda_pl_20060201-20060228.nc ta500/ta500_era5_moda_pl_20060301-20060331.nc ta500/ta500_era5_moda_pl_20060401-20060430.nc ta500/ta500_era5_moda_pl_20060501-20060531.nc ta500/ta500_era5_moda_pl_20060601-20060630.nc ta500/ta500_era5_moda_pl_20060701-20060731.nc ta500/ta500_era5_moda_pl_20060801-20060831.nc ta500/ta500_era5_moda_pl_20060901-20060930.nc ta500/ta500_era5_moda_pl_20061001-20061031.nc ta500/ta500_era5_moda_pl_20061101-20061130.nc ta500/ta500_era5_moda_pl_20061201-20061231.nc ta500/ta500_era5_moda_pl_20070101-20070131.nc ta500/ta500_era5_moda_pl_20070201-20070228.nc ta500/ta500_era5_moda_pl_20070301-20070331.nc ta500/ta500_era5_moda_pl_20070401-20070430.nc ta500/ta500_era5_moda_pl_20070501-20070531.nc ta500/ta500_era5_moda_pl_20070601-20070630.nc ta500/ta500_era5_moda_pl_20070701-20070731.nc ta500/ta500_era5_moda_pl_20070801-20070831.nc ta500/ta500_era5_moda_pl_20070901-20070930.nc ta500/ta500_era5_moda_pl_20071001-20071031.nc ta500/ta500_era5_moda_pl_20071101-20071130.nc ta500/ta500_era5_moda_pl_20071201-20071231.nc ta500/ta500_era5_moda_pl_20080101-20080131.nc ta500/ta500_era5_moda_pl_20080201-20080229.nc ta500/ta500_era5_moda_pl_20080301-20080331.nc ta500/ta500_era5_moda_pl_20080401-20080430.nc ta500/ta500_era5_moda_pl_20080501-20080531.nc ta500/ta500_era5_moda_pl_20080601-20080630.nc ta500/ta500_era5_moda_pl_20080701-20080731.nc ta500/ta500_era5_moda_pl_20080801-20080831.nc ta500/ta500_era5_moda_pl_20080901-20080930.nc ta500/ta500_era5_moda_pl_20081001-20081031.nc ta500/ta500_era5_moda_pl_20081101-20081130.nc ta500/ta500_era5_moda_pl_20081201-20081231.nc ta500/ta500_era5_moda_pl_20090101-20090131.nc ta500/ta500_era5_moda_pl_20090201-20090228.nc ta500/ta500_era5_moda_pl_20090301-20090331.nc ta500/ta500_era5_moda_pl_20090401-20090430.nc ta500/ta500_era5_moda_pl_20090501-20090531.nc ta500/ta500_era5_moda_pl_20090601-20090630.nc ta500/ta500_era5_moda_pl_20090701-20090731.nc ta500/ta500_era5_moda_pl_20090801-20090831.nc ta500/ta500_era5_moda_pl_20090901-20090930.nc ta500/ta500_era5_moda_pl_20091001-20091031.nc ta500/ta500_era5_moda_pl_20091101-20091130.nc ta500/ta500_era5_moda_pl_20091201-20091231.nc ta500/ta500_era5_moda_pl_20100101-20100131.nc ta500/ta500_era5_moda_pl_20100201-20100228.nc ta500/ta500_era5_moda_pl_20100301-20100331.nc ta500/ta500_era5_moda_pl_20100401-20100430.nc ta500/ta500_era5_moda_pl_20100501-20100531.nc ta500/ta500_era5_moda_pl_20100601-20100630.nc ta500/ta500_era5_moda_pl_20100701-20100731.nc ta500/ta500_era5_moda_pl_20100801-20100831.nc ta500/ta500_era5_moda_pl_20100901-20100930.nc ta500/ta500_era5_moda_pl_20101001-20101031.nc ta500/ta500_era5_moda_pl_20101101-20101130.nc ta500/ta500_era5_moda_pl_20101201-20101231.nc ta500/ta500_era5_moda_pl_20110101-20110131.nc ta500/ta500_era5_moda_pl_20110201-20110228.nc ta500/ta500_era5_moda_pl_20110301-20110331.nc ta500/ta500_era5_moda_pl_20110401-20110430.nc ta500/ta500_era5_moda_pl_20110501-20110531.nc ta500/ta500_era5_moda_pl_20110601-20110630.nc ta500/ta500_era5_moda_pl_20110701-20110731.nc ta500/ta500_era5_moda_pl_20110801-20110831.nc ta500/ta500_era5_moda_pl_20110901-20110930.nc ta500/ta500_era5_moda_pl_20111001-20111031.nc ta500/ta500_era5_moda_pl_20111101-20111130.nc ta500/ta500_era5_moda_pl_20111201-20111231.nc ta500/ta500_era5_moda_pl_20120101-20120131.nc ta500/ta500_era5_moda_pl_20120201-20120229.nc ta500/ta500_era5_moda_pl_20120301-20120331.nc ta500/ta500_era5_moda_pl_20120401-20120430.nc ta500/ta500_era5_moda_pl_20120501-20120531.nc ta500/ta500_era5_moda_pl_20120601-20120630.nc ta500/ta500_era5_moda_pl_20120701-20120731.nc ta500/ta500_era5_moda_pl_20120801-20120831.nc ta500/ta500_era5_moda_pl_20120901-20120930.nc ta500/ta500_era5_moda_pl_20121001-20121031.nc ta500/ta500_era5_moda_pl_20121101-20121130.nc ta500/ta500_era5_moda_pl_20121201-20121231.nc ta500/ta500_era5_moda_pl_20130101-20130131.nc ta500/ta500_era5_moda_pl_20130201-20130228.nc ta500/ta500_era5_moda_pl_20130301-20130331.nc ta500/ta500_era5_moda_pl_20130401-20130430.nc ta500/ta500_era5_moda_pl_20130501-20130531.nc ta500/ta500_era5_moda_pl_20130601-20130630.nc ta500/ta500_era5_moda_pl_20130701-20130731.nc ta500/ta500_era5_moda_pl_20130801-20130831.nc ta500/ta500_era5_moda_pl_20130901-20130930.nc ta500/ta500_era5_moda_pl_20131001-20131031.nc ta500/ta500_era5_moda_pl_20131101-20131130.nc ta500/ta500_era5_moda_pl_20131201-20131231.nc ta500/ta500_era5_moda_pl_20140101-20140131.nc ta500/ta500_era5_moda_pl_20140201-20140228.nc ta500/ta500_era5_moda_pl_20140301-20140331.nc ta500/ta500_era5_moda_pl_20140401-20140430.nc ta500/ta500_era5_moda_pl_20140501-20140531.nc ta500/ta500_era5_moda_pl_20140601-20140630.nc ta500/ta500_era5_moda_pl_20140701-20140731.nc ta500/ta500_era5_moda_pl_20140801-20140831.nc ta500/ta500_era5_moda_pl_20140901-20140930.nc ta500/ta500_era5_moda_pl_20141001-20141031.nc ta500/ta500_era5_moda_pl_20141101-20141130.nc ta500/ta500_era5_moda_pl_20141201-20141231.nc ta500/ta500_era5_moda_pl_20150101-20150131.nc ta500/ta500_era5_moda_pl_20150201-20150228.nc ta500/ta500_era5_moda_pl_20150301-20150331.nc ta500/ta500_era5_moda_pl_20150401-20150430.nc ta500/ta500_era5_moda_pl_20150501-20150531.nc ta500/ta500_era5_moda_pl_20150601-20150630.nc ta500/ta500_era5_moda_pl_20150701-20150731.nc ta500/ta500_era5_moda_pl_20150801-20150831.nc ta500/ta500_era5_moda_pl_20150901-20150930.nc ta500/ta500_era5_moda_pl_20151001-20151031.nc ta500/ta500_era5_moda_pl_20151101-20151130.nc ta500/ta500_era5_moda_pl_20151201-20151231.nc ta500/ta500_era5_moda_pl_20160101-20160131.nc ta500/ta500_era5_moda_pl_20160201-20160229.nc ta500/ta500_era5_moda_pl_20160301-20160331.nc ta500/ta500_era5_moda_pl_20160401-20160430.nc ta500/ta500_era5_moda_pl_20160501-20160531.nc ta500/ta500_era5_moda_pl_20160601-20160630.nc ta500/ta500_era5_moda_pl_20160701-20160731.nc ta500/ta500_era5_moda_pl_20160801-20160831.nc ta500/ta500_era5_moda_pl_20160901-20160930.nc ta500/ta500_era5_moda_pl_20161001-20161031.nc ta500/ta500_era5_moda_pl_20161101-20161130.nc ta500/ta500_era5_moda_pl_20161201-20161231.nc ta500/ta500_era5_moda_pl_20170101-20170131.nc ta500/ta500_era5_moda_pl_20170201-20170228.nc ta500/ta500_era5_moda_pl_20170301-20170331.nc ta500/ta500_era5_moda_pl_20170401-20170430.nc ta500/ta500_era5_moda_pl_20170501-20170531.nc ta500/ta500_era5_moda_pl_20170601-20170630.nc ta500/ta500_era5_moda_pl_20170701-20170731.nc ta500/ta500_era5_moda_pl_20170801-20170831.nc ta500/ta500_era5_moda_pl_20170901-20170930.nc ta500/ta500_era5_moda_pl_20171001-20171031.nc ta500/ta500_era5_moda_pl_20171101-20171130.nc ta500/ta500_era5_moda_pl_20171201-20171231.nc ta500/ta500_era5_moda_pl_20180101-20180131.nc ta500/ta500_era5_moda_pl_20180201-20180228.nc ta500/ta500_era5_moda_pl_20180301-20180331.nc ta500/ta500_era5_moda_pl_20180401-20180430.nc ta500/ta500_era5_moda_pl_20180501-20180531.nc ta500/ta500_era5_moda_pl_20180601-20180630.nc ta500/ta500_era5_moda_pl_20180701-20180731.nc ta500/ta500_era5_moda_pl_20180801-20180831.nc ta500/ta500_era5_moda_pl_20180901-20180930.nc ta500/ta500_era5_moda_pl_20181001-20181031.nc ta500/ta500_era5_moda_pl_20181101-20181130.nc ta500/ta500_era5_moda_pl_20181201-20181231.nc ta500/ta500_era5_moda_pl_20190101-20190131.nc ta500/ta500_era5_moda_pl_20190201-20190228.nc ta500/ta500_era5_moda_pl_20190301-20190331.nc ta500/ta500_era5_moda_pl_20190401-20190430.nc ta500/ta500_era5_moda_pl_20190501-20190531.nc ta500/ta500_era5_moda_pl_20190601-20190630.nc ta500/ta500_era5_moda_pl_20190701-20190731.nc ta500/ta500_era5_moda_pl_20190801-20190831.nc ta500/ta500_era5_moda_pl_20190901-20190930.nc ta500/ta500_era5_moda_pl_20191001-20191031.nc ta500/ta500_era5_moda_pl_20191101-20191130.nc ta500/ta500_era5_moda_pl_20191201-20191231.nc ta500/ta500_era5_moda_pl_20200101-20200131.nc ta500/ta500_era5_moda_pl_20200201-20200229.nc ta500/ta500_era5_moda_pl_20200301-20200331.nc ta500/ta500_era5_moda_pl_20200401-20200430.nc ta500/ta500_era5_moda_pl_20200501-20200531.nc ta500/ta500_era5_moda_pl_20200601-20200630.nc ta500/ta500_era5_moda_pl_20200701-20200731.nc ta500/ta500_era5_moda_pl_20200801-20200831.nc ta500/ta500_era5_moda_pl_20200901-20200930.nc ta500/ta500_era5_moda_pl_20201001-20201031.nc ta500/ta500_era5_moda_pl_20201101-20201130.nc ta500/ta500_era5_moda_pl_20201201-20201231.nc ta500/ta500_era5_moda_pl_20210101-20210131.nc ta500/ta500_era5_moda_pl_20210201-20210228.nc ta500/ta500_era5_moda_pl_20210301-20210331.nc ta500/ta500_era5_moda_pl_20210401-20210430.nc ta500/ta500_era5_moda_pl_20210501-20210531.nc ta500/ta500_era5_moda_pl_20210601-20210630.nc ta500/ta500_era5_moda_pl_20210701-20210731.nc ta500/ta500_era5_moda_pl_20210801-20210831.nc ta500/ta500_era5_moda_pl_20210901-20210930.nc ta500/ta500_era5_moda_pl_20211001-20211031.nc ta500/ta500_era5_moda_pl_20211101-20211130.nc ta500/ta500_era5_moda_pl_20211201-20211231.nc ta500/ta500_era5_moda_pl_20220101-20220131.nc ta500/ta500_era5_moda_pl_20220201-20220228.nc ta500/ta500_era5_moda_pl_20220301-20220331.nc ta500/ta500_era5_moda_pl_20220401-20220430.nc ta500/ta500_era5_moda_pl_20220501-20220531.nc ta500/ta500_era5_moda_pl_20220601-20220630.nc ta500/ta500_era5_moda_pl_20220701-20220731.nc ta500/ta500_era5_moda_pl_20220801-20220831.nc ta500/ta500_era5_moda_pl_19590101-20220831.nc Wed Dec 14 17:16:07 2022: cdo -b F64 -vertsum -sellevel,500 -chname,t,ta500 /g/data/rt52/era5/pressure-levels/monthly-averaged/t/1959/t_era5_moda_pl_19590101-19590131.nc ./ta500/ta500_era5_moda_pl_19590101-19590131.nc 2022-07-30 02:45:13 UTC+1000 by era5_replication_tools-1.10.2: mv /g/data/rt52/admin/incoming/era5/pressure-levels/monthly-averaged/t/1959/t_era5_moda_pl_19590101-19590131.tmp /g/data/rt52/era5/pressure-levels/monthly-averaged/t/1959/t_era5_moda_pl_19590101-19590131.nc 2022-07-30 02:45:10 UTC+1000 by era5_replication_tools-1.10.2: nccopy -m1G -h1G -k4 -d5 -s -Vlongitude,latitude,level,time,t /g/data/id28/admin/incoming/era5/pressure-levels/monthly-averaged/d/1959/multiple_era5_moda_pl_19590101-19590131.nc /g/data/rt52/admin/incoming/era5/pressure-levels/monthly-averaged/t/1959/t_era5_moda_pl_19590101-19590131.tmp 2022-07-30 02:42:38 UTC+1000 by era5_replication_tools-1.10.2: curl --connect-timeout 20 --show-error --silent --max-time 36000 -o /g/data/id28/admin/incoming/era5/pressure-levels/monthly-averaged/d/1959/multiple_era5_moda_pl_19590101-19590131.nc https://download-0016.copernicus-climate.eu/cache-compute-0016/cache/data5/adaptor.mars.internal-1659112934.355367-17437-13-ef6291cd-0709-45d4-9e01-c3ac68330fc9.nc 2022-07-29 16:42:22 GMT by grib_to_netcdf-2.25.1: /opt/ecmwf/mars-client/bin/grib_to_netcdf.bin -S param -o /cache/data5/adaptor.mars.internal-1659112934.355367-17437-13-ef6291cd-0709-45d4-9e01-c3ac68330fc9.nc /cache/tmp/ef6291cd-0709-45d4-9e01-c3ac68330fc9-adaptor.mars.internal-1659112906.5410028-17437-22-tmp.grib

  Conventions:
CF-1.6

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

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

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

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