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 [-] 13.9
ACCESS-CM2_BARPA [-] 286. 286. 13.9 274. 272. 272. 1.13 0.00 0.525 0.886 0.954 0.578
ACCESS-CM2_CCAM [-] 287. 287. 13.9 275. 273. 273. 1.38 0.00 0.489 0.843 0.988 0.562
ACCESS-CM2_CMIP6 [-] 283. 283. 13.9 269. 269. 1.19 0.00 0.631 0.878 0.942 0.616
ACCESS-ESM1-5_BARPA [-] 287. 287. 13.9 274. 273. 273. 1.10 0.00 0.581 0.886 0.940 0.598
ACCESS-ESM1-5_CCAM [-] 287. 287. 13.9 275. 273. 273. 1.31 0.00 0.524 0.857 0.954 0.572
ACCESS-ESM1-5_CMIP6 [-] 284. 284. 13.9 270. 270. 1.46 0.00 0.601 0.833 0.934 0.594
CESM2_BARPA [-] 287. 287. 13.9 275. 273. 273. 1.68 0.00 0.542 0.767 0.905 0.551
CESM2_CCAM [-] 288. 288. 13.9 275. 274. 274. 1.59 0.00 0.543 0.803 0.967 0.571
CMCC-ESM2_BARPA [-] 287. 287. 13.9 275. 273. 273. 2.57 0.00 0.463 0.588 0.916 0.486
CMCC-ESM2_CCAM [-] 286. 286. 13.9 275. 272. 272. 1.19 0.00 0.642 0.860 0.996 0.628
CMCC-ESM2_CMIP6 [-] 282. 282. 13.9 269. 269. 0.749 0.00 0.675 0.921 0.949 0.644
CNRM-ESM2-1_CCAM [-] 287. 287. 13.9 275. 273. 273. 1.26 0.00 0.612 0.873 0.980 0.615
CNRM-ESM2-1_CMIP6 [-] 285. 285. 13.9 271. 271. 1.21 0.00 0.713 0.869 0.946 0.648
EC-Earth3_BARPA [-] 288. 288. 13.9 274. 274. 274. 0.972 0.00 0.627 0.904 0.915 0.614
EC-Earth3_CCAM [-] 287. 287. 13.9 275. 273. 273. 1.11 0.00 0.664 0.896 0.951 0.635
EC-Earth3_CMIP6 [-] 286. 286. 13.9 272. 272. 0.985 0.00 0.627 0.909 0.969 0.627
ERA5_BARPA [-] 287. 286. 13.9 275. 273. 273. 0.977 0.00 0.561 0.874 0.933 0.586
ERA5_CCAM [-] 287. 287. 13.9 275. 273. 273. 0.820 0.00 0.662 0.922 0.953 0.640
MPI-ESM1-2-HR_BARPA [-] 288. 288. 13.9 275. 274. 274. 1.06 0.00 0.576 0.897 0.899 0.589
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 13.9 270. 270. 1.03 0.00 0.712 0.898 0.991 0.663
NorESM2-MM_BARPA [-] 286. 286. 13.9 275. 272. 272. 2.35 0.00 0.453 0.625 0.965 0.499
NorESM2-MM_CCAM [-] 286. 286. 13.9 275. 272. 272. 1.52 0.00 0.524 0.796 0.993 0.567
NorESM2-MM_CMIP6 [-] 282. 282. 13.9 268. 268. 1.38 0.00 0.585 0.823 0.996 0.598
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 [-] 14.3
ACCESS-CM2_BARPA [-] 285. 286. 14.3 271. 271. 1.24 0.00 0.457 0.889 0.995 0.571
ACCESS-CM2_CCAM [-] 286. 286. 14.3 272. 272. 1.17 0.00 0.429 0.897 0.970 0.558
ACCESS-CM2_CMIP6 [-] 284. 284. 14.2 270. 270. 0.764 0.00 0.674 0.925 0.838 0.617
ACCESS-ESM1-5_BARPA [-] 286. 286. 14.3 272. 272. 0.891 0.00 0.539 0.931 0.991 0.607
ACCESS-ESM1-5_CCAM [-] 286. 286. 14.3 272. 272. 0.949 0.00 0.503 0.907 0.941 0.578
ACCESS-ESM1-5_CMIP6 [-] 284. 284. 14.1 270. 270. 1.17 0.00 0.624 0.878 0.584 0.533
CESM2_BARPA [-] 286. 286. 14.3 272. 272. 3.63 0.00 0.495 0.383 0.994 0.471
CESM2_CCAM [-] 287. 287. 14.3 273. 273. 1.77 0.00 0.580 0.794 0.932 0.577
CMCC-ESM2_BARPA [-] 286. 286. 14.3 272. 272. 4.20 0.00 0.427 0.246 0.990 0.417
CMCC-ESM2_CCAM [-] 285. 285. 14.3 271. 271. 1.78 0.00 0.657 0.760 0.999 0.610
CMCC-ESM2_CMIP6 [-] 282. 282. 14.2 268. 268. 0.830 0.00 0.672 0.907 0.999 0.647
CNRM-ESM2-1_CCAM [-] 286. 286. 14.3 272. 272. 0.916 0.00 0.471 0.915 0.958 0.573
CNRM-ESM2-1_CMIP6 [-] 286. 286. 14.2 271. 271. 0.882 0.00 0.724 0.922 0.712 0.605
EC-Earth3_BARPA [-] 287. 287. 14.3 273. 273. 1.29 0.00 0.585 0.870 0.996 0.610
EC-Earth3_CCAM [-] 287. 287. 14.3 273. 273. 0.976 0.00 0.683 0.920 0.971 0.648
EC-Earth3_CMIP6 [-] 285. 285. 14.3 271. 271. 0.895 0.00 0.694 0.924 0.553 0.560
ERA5_BARPA [-] 286. 286. 14.3 271. 271. 2.53 0.00 0.441 0.578 0.998 0.497
ERA5_CCAM [-] 286. 286. 14.3 272. 272. 1.49 0.00 0.544 0.806 0.964 0.575
MPI-ESM1-2-HR_BARPA [-] 288. 288. 14.3 273. 273. 0.918 0.00 0.475 0.920 0.992 0.583
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 14.2 270. 270. 0.773 0.00 0.717 0.942 0.786 0.623
NorESM2-MM_BARPA [-] 285. 285. 14.3 271. 271. 5.07 0.00 0.337 0.141 0.999 0.366
NorESM2-MM_CCAM [-] 285. 285. 14.3 271. 271. 2.90 0.00 0.444 0.516 0.843 0.450
NorESM2-MM_CMIP6 [-] 282. 282. 14.2 268. 268. 2.76 0.00 0.619 0.561 0.868 0.524
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 [-] 12.4
ACCESS-CM2_BARPA [-] 284. 284. 12.4 272. 272. 1.36 0.00 0.536 0.860 0.967 0.593
ACCESS-CM2_CCAM [-] 286. 286. 12.4 273. 273. 1.46 0.00 0.436 0.849 0.991 0.559
ACCESS-CM2_CMIP6 [-] 281. 281. 12.2 269. 269. 1.61 0.00 0.497 0.812 0.884 0.511
ACCESS-ESM1-5_BARPA [-] 284. 284. 12.4 272. 272. 1.28 0.00 0.574 0.870 0.970 0.610
ACCESS-ESM1-5_CCAM [-] 285. 285. 12.4 273. 273. 1.26 0.00 0.498 0.866 0.979 0.583
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 12.7 270. 270. 1.27 0.00 0.478 0.870 0.964 0.563
CESM2_BARPA [-] 285. 285. 12.4 272. 272. 1.46 0.00 0.610 0.812 0.924 0.607
CESM2_CCAM [-] 286. 286. 12.4 274. 274. 2.05 0.00 0.506 0.721 0.992 0.557
CMCC-ESM2_BARPA [-] 285. 285. 12.4 272. 272. 1.38 0.00 0.586 0.838 0.876 0.596
CMCC-ESM2_CCAM [-] 285. 285. 12.4 273. 273. 1.30 0.00 0.636 0.864 0.994 0.624
CMCC-ESM2_CMIP6 [-] 281. 281. 12.5 269. 269. 0.983 0.00 0.665 0.901 0.870 0.583
CNRM-ESM2-1_CCAM [-] 286. 286. 12.4 273. 273. 1.37 0.00 0.459 0.858 0.987 0.567
CNRM-ESM2-1_CMIP6 [-] 284. 284. 12.4 271. 271. 1.15 0.00 0.611 0.887 0.914 0.580
EC-Earth3_BARPA [-] 286. 286. 12.4 273. 273. 1.30 0.00 0.575 0.866 0.848 0.584
EC-Earth3_CCAM [-] 286. 286. 12.4 274. 274. 1.35 0.00 0.574 0.858 0.996 0.605
EC-Earth3_CMIP6 [-] 284. 284. 12.4 272. 272. 1.12 0.00 0.602 0.884 0.965 0.587
ERA5_BARPA [-] 284. 284. 12.4 272. 272. 0.864 0.00 0.582 0.916 0.941 0.614
ERA5_CCAM [-] 285. 285. 12.4 273. 273. 1.05 0.00 0.557 0.895 0.977 0.601
MPI-ESM1-2-HR_BARPA [-] 286. 286. 12.4 274. 274. 1.17 0.00 0.526 0.872 0.862 0.573
MPI-ESM1-2-HR_CMIP6 [-] 283. 283. 12.2 271. 271. 1.60 0.00 0.545 0.814 0.979 0.548
NorESM2-MM_BARPA [-] 284. 284. 12.4 272. 272. 2.53 0.00 0.517 0.590 0.959 0.532
NorESM2-MM_CCAM [-] 285. 284. 12.4 272. 272. 2.13 0.00 0.505 0.702 0.914 0.535
NorESM2-MM_CMIP6 [-] 281. 281. 12.5 268. 268. 1.92 0.00 0.552 0.755 0.529 0.488
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 [-] 13.3
ACCESS-CM2_BARPA [-] 287. 287. 13.3 273. 273. 1.41 0.00 0.560 0.859 0.966 0.591
ACCESS-CM2_CCAM [-] 287. 286. 13.3 273. 273. 1.86 0.00 0.496 0.774 0.977 0.558
ACCESS-CM2_CMIP6 [-] 283. 283. 13.3 270. 270. 1.50 0.00 0.527 0.843 0.867 0.557
ACCESS-ESM1-5_BARPA [-] 287. 287. 13.3 273. 273. 1.34 0.00 0.596 0.862 0.964 0.603
ACCESS-ESM1-5_CCAM [-] 286. 286. 13.3 272. 272. 1.82 0.00 0.493 0.782 0.992 0.559
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 13.3 270. 270. 1.61 0.00 0.528 0.820 0.957 0.571
CESM2_BARPA [-] 288. 288. 13.3 274. 274. 1.64 0.00 0.573 0.778 0.942 0.576
CESM2_CCAM [-] 287. 287. 13.3 274. 274. 1.90 0.00 0.518 0.769 0.974 0.560
CMCC-ESM2_BARPA [-] 288. 288. 13.3 274. 274. 2.03 0.00 0.550 0.693 0.933 0.551
CMCC-ESM2_CCAM [-] 286. 285. 13.3 272. 272. 1.11 0.00 0.666 0.899 0.995 0.642
CMCC-ESM2_CMIP6 [-] 281. 281. 13.3 268. 268. 0.558 0.00 0.694 0.953 0.967 0.654
CNRM-ESM2-1_CCAM [-] 286. 286. 13.3 273. 273. 1.19 0.00 0.631 0.893 0.986 0.625
CNRM-ESM2-1_CMIP6 [-] 286. 286. 13.3 272. 273. 0.886 0.00 0.690 0.926 0.918 0.634
EC-Earth3_BARPA [-] 288. 288. 13.3 274. 274. 1.04 0.00 0.585 0.909 0.921 0.603
EC-Earth3_CCAM [-] 286. 286. 13.3 272. 272. 1.18 0.00 0.570 0.894 0.980 0.609
EC-Earth3_CMIP6 [-] 285. 285. 13.3 271. 271. 1.11 0.00 0.541 0.907 0.991 0.591
ERA5_BARPA [-] 287. 287. 13.3 274. 274. 0.544 0.00 0.642 0.964 0.953 0.638
ERA5_CCAM [-] 286. 286. 13.3 272. 272. 0.766 0.00 0.699 0.944 0.988 0.658
MPI-ESM1-2-HR_BARPA [-] 288. 288. 13.3 275. 275. 1.31 0.00 0.560 0.869 0.913 0.585
MPI-ESM1-2-HR_CMIP6 [-] 283. 283. 13.3 270. 270. 1.24 0.00 0.643 0.867 0.975 0.623
NorESM2-MM_BARPA [-] 287. 287. 13.3 273. 273. 1.04 0.00 0.577 0.878 0.966 0.599
NorESM2-MM_CCAM [-] 285. 285. 13.3 271. 271. 1.00 0.00 0.628 0.922 0.997 0.630
NorESM2-MM_CMIP6 [-] 281. 281. 13.3 268. 268. 0.942 0.00 0.586 0.925 0.963 0.603
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 [-] 13.5
ACCESS-CM2_BARPA [-] 285. 285. 13.5 271. 271. 0.206 0.00 0.582 0.986 0.958 0.626
ACCESS-CM2_CCAM [-] 286. 286. 13.5 272. 272. 0.803 0.00 0.588 0.906 0.998 0.619
ACCESS-CM2_CMIP6 [-] 283. 283. 13.5 269. 269. 0.933 0.00 0.764 0.887 0.852 0.641
ACCESS-ESM1-5_BARPA [-] 285. 285. 13.5 272. 272. 0.441 0.00 0.610 0.970 0.923 0.624
ACCESS-ESM1-5_CCAM [-] 286. 286. 13.5 272. 272. 0.949 0.00 0.653 0.880 0.984 0.632
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 13.4 270. 270. 1.89 0.00 0.712 0.731 0.979 0.617
CESM2_BARPA [-] 285. 285. 13.5 271. 271. 0.585 0.00 0.593 0.962 0.934 0.619
CESM2_CCAM [-] 287. 287. 13.5 273. 273. 0.504 0.00 0.738 0.948 0.997 0.678
CMCC-ESM2_BARPA [-] 285. 285. 13.5 271. 271. 0.835 0.00 0.543 0.946 0.947 0.602
CMCC-ESM2_CCAM [-] 285. 285. 13.5 271. 271. 0.200 0.00 0.823 0.980 0.968 0.707
CMCC-ESM2_CMIP6 [-] 282. 282. 13.3 269. 269. 0.919 0.00 0.707 0.858 0.915 0.630
CNRM-ESM2-1_CCAM [-] 286. 286. 13.5 272. 272. 1.73 0.00 0.710 0.799 0.963 0.628
CNRM-ESM2-1_CMIP6 [-] 285. 285. 13.3 271. 271. 2.21 0.00 0.742 0.693 0.994 0.622
EC-Earth3_BARPA [-] 286. 286. 13.5 273. 273. 0.733 0.00 0.669 0.922 0.901 0.628
EC-Earth3_CCAM [-] 286. 286. 13.5 272. 272. 1.46 0.00 0.765 0.833 0.949 0.651
EC-Earth3_CMIP6 [-] 285. 285. 13.4 271. 271. 1.72 0.00 0.723 0.804 0.866 0.612
ERA5_BARPA [-] 284. 285. 13.5 271. 271. 0.0323 0.00 0.616 0.998 0.969 0.642
ERA5_CCAM [-] 285. 285. 13.5 272. 272. 0.0323 0.00 0.774 0.998 0.972 0.696
MPI-ESM1-2-HR_BARPA [-] 285. 285. 13.5 272. 272. 0.132 0.00 0.520 0.991 0.895 0.592
MPI-ESM1-2-HR_CMIP6 [-] 283. 283. 13.4 269. 269. 0.803 0.00 0.785 0.942 0.997 0.692
NorESM2-MM_BARPA [-] 284. 284. 13.5 271. 271. 0.653 0.00 0.538 0.958 0.978 0.610
NorESM2-MM_CCAM [-] 285. 285. 13.5 271. 271. 0.0381 0.00 0.725 0.998 0.988 0.683
NorESM2-MM_CMIP6 [-] 281. 281. 13.3 268. 268. 0.437 0.00 0.742 0.971 0.998 0.685
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 [-] 14.6
ACCESS-CM2_BARPA [-] 287. 287. 14.6 272. 272. 1.18 0.00 0.504 0.879 0.977 0.585
ACCESS-CM2_CCAM [-] 288. 288. 14.6 273. 273. 1.41 0.00 0.473 0.841 0.977 0.569
ACCESS-CM2_CMIP6 [-] 284. 284. 14.6 269. 269. 1.20 0.00 0.650 0.880 0.979 0.627
ACCESS-ESM1-5_BARPA [-] 288. 288. 14.6 273. 273. 1.18 0.00 0.577 0.876 0.973 0.605
ACCESS-ESM1-5_CCAM [-] 288. 288. 14.6 273. 273. 1.32 0.00 0.512 0.863 0.861 0.565
ACCESS-ESM1-5_CMIP6 [-] 285. 285. 14.6 270. 270. 1.37 0.00 0.619 0.850 0.959 0.607
CESM2_BARPA [-] 288. 288. 14.6 273. 273. 1.87 0.00 0.518 0.737 0.923 0.548
CESM2_CCAM [-] 289. 288. 14.6 274. 274. 1.70 0.00 0.527 0.785 0.952 0.566
CMCC-ESM2_BARPA [-] 288. 288. 14.6 273. 273. 3.23 0.00 0.399 0.465 0.926 0.456
CMCC-ESM2_CCAM [-] 287. 287. 14.6 272. 272. 1.38 0.00 0.602 0.830 0.989 0.609
CMCC-ESM2_CMIP6 [-] 283. 283. 14.6 269. 269. 0.781 0.00 0.656 0.918 0.704 0.576
CNRM-ESM2-1_CCAM [-] 288. 288. 14.6 273. 273. 1.26 0.00 0.614 0.871 0.970 0.614
CNRM-ESM2-1_CMIP6 [-] 286. 286. 14.6 271. 271. 1.13 0.00 0.721 0.879 0.889 0.626
EC-Earth3_BARPA [-] 288. 288. 14.6 274. 274. 0.968 0.00 0.653 0.900 0.981 0.634
EC-Earth3_CCAM [-] 288. 288. 14.6 273. 273. 1.07 0.00 0.690 0.903 0.913 0.636
EC-Earth3_CMIP6 [-] 287. 287. 14.6 272. 272. 0.850 0.00 0.635 0.923 0.846 0.604
ERA5_BARPA [-] 287. 287. 14.6 273. 273. 1.21 0.00 0.528 0.837 0.946 0.578
ERA5_CCAM [-] 288. 288. 14.6 273. 273. 0.909 0.00 0.653 0.914 0.870 0.617
MPI-ESM1-2-HR_BARPA [-] 288. 288. 14.6 274. 274. 1.14 0.00 0.610 0.889 0.960 0.614
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 14.6 270. 270. 1.01 0.00 0.744 0.899 0.988 0.662
NorESM2-MM_BARPA [-] 287. 286. 14.6 272. 272. 3.02 0.00 0.386 0.497 0.971 0.471
NorESM2-MM_CCAM [-] 287. 286. 14.6 272. 272. 1.87 0.00 0.468 0.738 0.946 0.540
NorESM2-MM_CMIP6 [-] 283. 283. 14.6 268. 268. 1.58 0.00 0.566 0.786 0.895 0.567
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 [-] 10.2
ACCESS-CM2_BARPA [-] 281. 281. 10.2 271. 271. 0.525 0.00 0.684 0.955 0.991 0.654
ACCESS-CM2_CCAM [-] 284. 283. 10.2 273. 273. 0.464 0.00 0.519 0.949 0.936 0.581
ACCESS-CM2_CMIP6 [-] 278. 278. 9.82 268. 268. 0.678 0.00 0.658 0.942 0.606 0.554
ACCESS-ESM1-5_BARPA [-] 281. 281. 10.2 271. 271. 0.504 0.00 0.658 0.952 0.969 0.640
ACCESS-ESM1-5_CCAM [-] 283. 283. 10.2 273. 273. 0.586 0.00 0.551 0.927 0.922 0.583
ACCESS-ESM1-5_CMIP6 [-] 279. 279. 10.4 269. 269. 1.43 0.00 0.596 0.811 0.826 0.521
CESM2_BARPA [-] 281. 281. 10.2 271. 271. 0.440 0.00 0.705 0.959 0.995 0.660
CESM2_CCAM [-] 283. 283. 10.2 273. 273. 0.492 0.00 0.580 0.949 0.860 0.603
CMCC-ESM2_BARPA [-] 281. 281. 10.2 271. 271. 0.244 0.00 0.747 0.977 0.994 0.676
CMCC-ESM2_CCAM [-] 283. 283. 10.2 272. 272. 0.331 0.00 0.729 0.961 0.995 0.644
CMCC-ESM2_CMIP6 [-] 279. 279. 10.2 269. 269. 0.966 0.00 0.708 0.870 0.713 0.534
CNRM-ESM2-1_CCAM [-] 283. 283. 10.2 273. 273. 1.45 0.00 0.561 0.840 0.932 0.571
CNRM-ESM2-1_CMIP6 [-] 279. 279. 9.57 270. 270. 1.61 0.00 0.672 0.826 0.970 0.564
EC-Earth3_BARPA [-] 282. 282. 10.2 271. 271. 0.550 0.00 0.696 0.940 0.951 0.642
EC-Earth3_CCAM [-] 283. 283. 10.2 273. 273. 0.923 0.00 0.631 0.899 0.939 0.602
EC-Earth3_CMIP6 [-] 282. 282. 10.0 272. 272. 1.17 0.00 0.702 0.879 0.887 0.586
ERA5_BARPA [-] 281. 281. 10.2 271. 271. 0.344 0.00 0.737 0.957 0.995 0.669
ERA5_CCAM [-] 283. 283. 10.2 273. 273. 0.332 0.00 0.648 0.955 0.987 0.616
MPI-ESM1-2-HR_BARPA [-] 281. 281. 10.2 271. 271. 0.333 0.00 0.619 0.963 0.969 0.636
MPI-ESM1-2-HR_CMIP6 [-] 281. 281. 9.99 271. 271. 0.423 0.00 0.539 0.956 0.931 0.552
NorESM2-MM_BARPA [-] 281. 281. 10.2 271. 271. 0.536 0.00 0.731 0.955 0.993 0.669
NorESM2-MM_CCAM [-] 283. 283. 10.2 272. 272. 0.349 0.00 0.614 0.957 0.974 0.609
NorESM2-MM_CMIP6 [-] 279. 279. 10.2 269. 269. 0.581 0.00 0.689 0.911 0.955 0.625
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 [-] 12.9
ACCESS-CM2_BARPA [-] 285. 285. 12.9 272. 272. 0.707 0.00 0.529 0.931 0.924 0.585
ACCESS-CM2_CCAM [-] 287. 287. 12.9 274. 274. 0.642 0.00 0.593 0.934 0.909 0.603
ACCESS-CM2_CMIP6 [-] 282. 282. 12.8 270. 270. 0.484 0.00 0.734 0.961 0.649 0.599
ACCESS-ESM1-5_BARPA [-] 286. 286. 12.9 273. 273. 0.485 0.00 0.562 0.946 0.878 0.587
ACCESS-ESM1-5_CCAM [-] 287. 287. 12.9 274. 274. 0.596 0.00 0.632 0.936 0.850 0.599
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 13.1 270. 270. 1.30 0.00 0.708 0.855 0.570 0.578
CESM2_BARPA [-] 285. 285. 12.9 272. 272. 0.512 0.00 0.522 0.940 0.870 0.572
CESM2_CCAM [-] 287. 287. 12.9 274. 274. 0.533 0.00 0.572 0.937 0.848 0.588
CMCC-ESM2_BARPA [-] 285. 285. 12.9 272. 272. 0.576 0.00 0.518 0.930 0.879 0.567
CMCC-ESM2_CCAM [-] 286. 286. 12.9 273. 273. 0.485 0.00 0.745 0.942 0.914 0.648
CMCC-ESM2_CMIP6 [-] 282. 282. 12.9 269. 269. 0.503 0.00 0.792 0.948 0.636 0.605
CNRM-ESM2-1_CCAM [-] 286. 286. 12.9 273. 273. 1.07 0.00 0.669 0.896 0.891 0.607
CNRM-ESM2-1_CMIP6 [-] 285. 285. 13.1 272. 272. 1.80 0.00 0.767 0.776 0.665 0.569
EC-Earth3_BARPA [-] 286. 286. 12.9 273. 273. 0.767 0.00 0.536 0.929 0.878 0.576
EC-Earth3_CCAM [-] 286. 286. 12.9 273. 273. 0.831 0.00 0.698 0.926 0.851 0.614
EC-Earth3_CMIP6 [-] 285. 285. 12.8 272. 272. 1.05 0.00 0.702 0.911 0.724 0.589
ERA5_BARPA [-] 285. 285. 12.9 272. 272. 0.426 0.00 0.562 0.944 0.923 0.597
ERA5_CCAM [-] 286. 286. 12.9 273. 273. 0.461 0.00 0.697 0.943 0.856 0.624
MPI-ESM1-2-HR_BARPA [-] 286. 285. 12.9 273. 273. 0.755 0.00 0.457 0.932 0.851 0.549
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 13.0 271. 271. 0.865 0.00 0.763 0.934 0.995 0.672
NorESM2-MM_BARPA [-] 285. 284. 12.9 272. 272. 0.500 0.00 0.529 0.941 0.948 0.590
NorESM2-MM_CCAM [-] 286. 286. 12.9 273. 273. 0.449 0.00 0.572 0.945 0.885 0.598
NorESM2-MM_CMIP6 [-] 281. 281. 12.9 268. 268. 0.656 0.00 0.609 0.934 0.664 0.553
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 [-] 9.52
ACCESS-CM2_BARPA [-] 283. 283. 9.52 273. 273. 1.19 0.00 0.550 0.885 0.547 0.501
ACCESS-CM2_CCAM [-] 284. 284. 9.52 274. 274. 1.71 0.00 0.471 0.789 0.641 0.475
ACCESS-CM2_CMIP6 [-] 278. 278. 9.91 268. 268. 1.42 0.00 0.518 0.859 0.605 0.498
ACCESS-ESM1-5_BARPA [-] 283. 283. 9.52 273. 273. 1.47 0.00 0.546 0.848 0.582 0.500
ACCESS-ESM1-5_CCAM [-] 283. 283. 9.52 273. 273. 1.60 0.00 0.488 0.820 0.711 0.503
ACCESS-ESM1-5_CMIP6 [-] 279. 279. 8.98 270. 270. 1.52 0.00 0.454 0.841 0.995 0.559
CESM2_BARPA [-] 284. 284. 9.52 274. 274. 1.10 0.00 0.606 0.900 0.532 0.520
CESM2_CCAM [-] 284. 283. 9.52 274. 274. 1.62 0.00 0.519 0.810 0.692 0.507
CMCC-ESM2_BARPA [-] 284. 284. 9.52 274. 274. 1.12 0.00 0.609 0.877 0.513 0.512
CMCC-ESM2_CCAM [-] 283. 283. 9.52 273. 273. 1.21 0.00 0.598 0.882 0.736 0.559
CMCC-ESM2_CMIP6 [-] 279. 279. 9.36 269. 269. 0.680 0.00 0.693 0.955 0.945 0.653
CNRM-ESM2-1_CCAM [-] 284. 284. 9.52 274. 274. 0.953 0.00 0.598 0.906 0.622 0.539
CNRM-ESM2-1_CMIP6 [-] 282. 282. 9.54 272. 272. 0.848 0.00 0.694 0.944 0.360 0.521
EC-Earth3_BARPA [-] 284. 284. 9.52 274. 274. 0.909 0.00 0.467 0.932 0.581 0.492
EC-Earth3_CCAM [-] 283. 283. 9.52 273. 273. 1.26 0.00 0.538 0.872 0.760 0.542
EC-Earth3_CMIP6 [-] 282. 282. 9.71 273. 273. 1.16 0.00 0.485 0.902 0.969 0.577
ERA5_BARPA [-] 283. 283. 9.52 273. 273. 0.240 0.00 0.631 0.984 0.596 0.561
ERA5_CCAM [-] 283. 283. 9.52 273. 273. 0.758 0.00 0.640 0.942 0.763 0.592
MPI-ESM1-2-HR_BARPA [-] 284. 283. 9.52 274. 274. 1.04 0.00 0.489 0.921 0.500 0.479
MPI-ESM1-2-HR_CMIP6 [-] 281. 281. 9.44 272. 272. 0.743 0.00 0.612 0.951 0.705 0.572
NorESM2-MM_BARPA [-] 283. 283. 9.52 273. 273. 0.905 0.00 0.624 0.901 0.630 0.548
NorESM2-MM_CCAM [-] 282. 282. 9.52 272. 272. 0.799 0.00 0.609 0.947 0.821 0.596
NorESM2-MM_CMIP6 [-] 279. 279. 9.36 269. 269. 1.24 0.00 0.511 0.885 0.929 0.573
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 [-] 11.9
ACCESS-CM2_BARPA [-] 276. 283. 11.9 274. 8.36 271. 271. 1.56 0.00 0.491 0.797 0.790 0.514
ACCESS-CM2_CCAM [-] 276. 283. 11.9 274. 8.36 272. 272. 1.80 0.00 0.458 0.750 0.792 0.492
ACCESS-CM2_CMIP6 [-] 276. 278. 10.5 274. 268. 268. 1.90 0.00 0.534 0.730 0.868 0.533
ACCESS-ESM1-5_BARPA [-] 276. 283. 11.9 274. 8.36 271. 271. 1.49 0.00 0.516 0.807 0.761 0.520
ACCESS-ESM1-5_CCAM [-] 276. 283. 11.9 274. 8.36 271. 271. 1.66 0.00 0.481 0.779 0.794 0.507
ACCESS-ESM1-5_CMIP6 [-] 276. 278. 10.4 274. 268. 268. 1.90 0.00 0.512 0.735 0.843 0.520
CESM2_BARPA [-] 276. 283. 11.9 274. 8.36 271. 271. 1.83 0.00 0.495 0.737 0.751 0.496
CESM2_CCAM [-] 277. 284. 11.9 275. 8.36 272. 272. 2.14 0.00 0.467 0.684 0.767 0.477
CMCC-ESM2_BARPA [-] 276. 283. 11.9 274. 8.36 271. 271. 2.24 0.00 0.460 0.652 0.753 0.465
CMCC-ESM2_CCAM [-] 276. 283. 11.9 274. 8.36 271. 271. 1.65 0.00 0.561 0.769 0.858 0.550
CMCC-ESM2_CMIP6 [-] 275. 278. 10.7 274. 268. 268. 1.70 0.00 0.558 0.749 0.921 0.557
CNRM-ESM2-1_CCAM [-] 276. 283. 11.9 274. 8.36 271. 271. 1.49 0.00 0.529 0.818 0.793 0.534
CNRM-ESM2-1_CMIP6 [-] 276. 279. 10.6 274. 269. 269. 1.95 0.00 0.536 0.719 0.785 0.515
EC-Earth3_BARPA [-] 276. 283. 11.9 274. 8.36 271. 271. 1.35 0.00 0.539 0.828 0.709 0.523
EC-Earth3_CCAM [-] 276. 283. 11.9 274. 8.36 272. 272. 1.67 0.00 0.557 0.777 0.782 0.535
EC-Earth3_CMIP6 [-] 276. 281. 11.0 275. 270. 270. 1.82 0.00 0.521 0.741 0.777 0.512
ERA5_BARPA [-] 276. 283. 11.9 274. 8.36 271. 271. 1.32 0.00 0.525 0.817 0.778 0.529
ERA5_CCAM [-] 276. 283. 11.9 274. 8.36 271. 271. 1.43 0.00 0.574 0.805 0.805 0.552
MPI-ESM1-2-HR_BARPA [-] 276. 283. 11.9 274. 8.36 271. 271. 1.43 0.00 0.511 0.817 0.709 0.510
MPI-ESM1-2-HR_CMIP6 [-] 276. 279. 10.9 274. 268. 268. 1.57 0.00 0.558 0.791 0.865 0.554
NorESM2-MM_BARPA [-] 276. 282. 11.9 274. 8.36 270. 270. 2.26 0.00 0.464 0.645 0.821 0.479
NorESM2-MM_CCAM [-] 276. 282. 11.9 274. 8.36 271. 271. 2.04 0.00 0.486 0.693 0.858 0.504
NorESM2-MM_CMIP6 [-] 275. 278. 10.7 274. 268. 268. 1.96 0.00 0.512 0.710 0.943 0.536
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 [-] 9.52
ACCESS-CM2_BARPA [-] 275. 278. 9.53 274. 8.57 269. 269. 2.11 0.00 0.415 0.685 0.924 0.488
ACCESS-CM2_CCAM [-] 275. 280. 9.53 274. 8.57 270. 270. 2.48 0.00 0.379 0.607 0.863 0.446
ACCESS-CM2_CMIP6 [-] 275. 276. 9.09 274. 267. 267. 2.31 0.00 0.445 0.644 0.832 0.473
ACCESS-ESM1-5_BARPA [-] 275. 278. 9.53 274. 8.57 269. 269. 1.92 0.00 0.402 0.721 0.908 0.486
ACCESS-ESM1-5_CCAM [-] 275. 279. 9.53 274. 8.57 270. 270. 2.17 0.00 0.389 0.669 0.886 0.467
ACCESS-ESM1-5_CMIP6 [-] 275. 276. 9.05 274. 267. 267. 2.26 0.00 0.424 0.662 0.894 0.481
CESM2_BARPA [-] 275. 279. 9.53 274. 8.57 269. 269. 1.97 0.00 0.409 0.713 0.890 0.484
CESM2_CCAM [-] 276. 281. 9.53 274. 8.57 271. 271. 3.01 0.00 0.327 0.506 0.674 0.367
CMCC-ESM2_BARPA [-] 275. 279. 9.53 274. 8.57 269. 269. 1.74 0.00 0.435 0.751 0.886 0.501
CMCC-ESM2_CCAM [-] 275. 280. 9.53 274. 8.57 270. 270. 2.28 0.00 0.438 0.645 0.860 0.476
CMCC-ESM2_CMIP6 [-] 275. 276. 9.14 274. 267. 267. 2.34 0.00 0.456 0.632 0.873 0.483
CNRM-ESM2-1_CCAM [-] 275. 279. 9.53 274. 8.57 270. 270. 1.70 0.00 0.395 0.762 0.866 0.483
CNRM-ESM2-1_CMIP6 [-] 276. 277. 9.13 275. 268. 268. 2.38 0.00 0.401 0.627 0.791 0.444
EC-Earth3_BARPA [-] 275. 279. 9.53 274. 8.57 269. 269. 1.75 0.00 0.388 0.751 0.886 0.483
EC-Earth3_CCAM [-] 275. 280. 9.53 274. 8.57 270. 270. 2.42 0.00 0.386 0.617 0.877 0.453
EC-Earth3_CMIP6 [-] 276. 278. 9.22 275. 268. 268. 2.33 0.00 0.405 0.633 0.775 0.444
ERA5_BARPA [-] 275. 278. 9.53 274. 8.57 269. 269. 1.71 0.00 0.460 0.754 0.916 0.518
ERA5_CCAM [-] 275. 280. 9.53 274. 8.57 270. 270. 2.25 0.00 0.442 0.646 0.875 0.481
MPI-ESM1-2-HR_BARPA [-] 275. 279. 9.53 274. 8.57 269. 269. 1.94 0.00 0.388 0.715 0.881 0.475
MPI-ESM1-2-HR_CMIP6 [-] 275. 277. 9.18 274. 267. 267. 2.04 0.00 0.415 0.701 0.833 0.473
NorESM2-MM_BARPA [-] 275. 278. 9.53 274. 8.57 269. 269. 2.14 0.00 0.465 0.671 0.941 0.508
NorESM2-MM_CCAM [-] 275. 279. 9.53 274. 8.57 269. 269. 2.87 0.00 0.411 0.529 0.917 0.454
NorESM2-MM_CMIP6 [-] 275. 276. 9.14 274. 267. 267. 2.55 0.00 0.428 0.599 0.836 0.458
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 [-] 14.3
ACCESS-CM2_BARPA [-] 285. 286. 14.3 271. 271. 1.24 0.00 0.457 0.889 0.995 0.560
ACCESS-CM2_CCAM [-] 286. 286. 14.3 272. 272. 1.17 0.00 0.429 0.897 0.970 0.545
ACCESS-CM2_CMIP6 [-] 284. 284. 14.2 270. 270. 0.764 0.00 0.674 0.925 0.838 0.622
ACCESS-ESM1-5_BARPA [-] 286. 286. 14.3 272. 272. 0.891 0.00 0.539 0.931 0.991 0.600
ACCESS-ESM1-5_CCAM [-] 286. 286. 14.3 272. 272. 0.949 0.00 0.503 0.907 0.941 0.571
ACCESS-ESM1-5_CMIP6 [-] 284. 284. 14.1 270. 270. 1.17 0.00 0.624 0.878 0.584 0.542
CESM2_BARPA [-] 286. 286. 14.3 272. 272. 3.63 0.00 0.495 0.383 0.994 0.473
CESM2_CCAM [-] 287. 287. 14.3 273. 273. 1.77 0.00 0.580 0.794 0.932 0.577
CMCC-ESM2_BARPA [-] 286. 286. 14.3 272. 272. 4.20 0.00 0.427 0.246 0.990 0.418
CMCC-ESM2_CCAM [-] 285. 285. 14.3 271. 271. 1.78 0.00 0.657 0.760 0.999 0.615
CMCC-ESM2_CMIP6 [-] 282. 282. 14.2 268. 268. 0.830 0.00 0.672 0.907 0.999 0.650
CNRM-ESM2-1_CCAM [-] 286. 286. 14.3 272. 272. 0.916 0.00 0.471 0.915 0.958 0.563
CNRM-ESM2-1_CMIP6 [-] 286. 286. 14.2 271. 271. 0.882 0.00 0.724 0.922 0.712 0.617
EC-Earth3_BARPA [-] 287. 287. 14.3 273. 273. 1.29 0.00 0.585 0.870 0.996 0.607
EC-Earth3_CCAM [-] 287. 287. 14.3 273. 273. 0.976 0.00 0.683 0.920 0.971 0.651
EC-Earth3_CMIP6 [-] 285. 285. 14.3 271. 271. 0.895 0.00 0.694 0.924 0.553 0.573
ERA5_BARPA [-] 286. 286. 14.3 271. 271. 2.53 0.00 0.441 0.578 0.998 0.492
ERA5_CCAM [-] 286. 286. 14.3 272. 272. 1.49 0.00 0.544 0.806 0.964 0.572
MPI-ESM1-2-HR_BARPA [-] 288. 288. 14.3 273. 273. 0.918 0.00 0.475 0.920 0.992 0.572
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 14.2 270. 270. 0.773 0.00 0.717 0.942 0.786 0.632
NorESM2-MM_BARPA [-] 285. 285. 14.3 271. 271. 5.07 0.00 0.337 0.141 0.999 0.363
NorESM2-MM_CCAM [-] 285. 285. 14.3 271. 271. 2.90 0.00 0.444 0.516 0.843 0.449
NorESM2-MM_CMIP6 [-] 282. 282. 14.2 268. 268. 2.76 0.00 0.619 0.561 0.868 0.533
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 [-] 12.8
ACCESS-CM2_BARPA [-] 285. 285. 12.8 272. 272. 1.42 0.00 0.516 0.848 0.995 0.575
ACCESS-CM2_CCAM [-] 287. 286. 12.8 274. 274. 1.49 0.00 0.422 0.842 0.985 0.534
ACCESS-CM2_CMIP6 [-] 282. 282. 12.5 269. 269. 1.93 0.00 0.505 0.761 0.939 0.542
ACCESS-ESM1-5_BARPA [-] 285. 285. 12.8 272. 272. 1.48 0.00 0.548 0.843 0.995 0.587
ACCESS-ESM1-5_CCAM [-] 286. 285. 12.8 273. 273. 1.49 0.00 0.467 0.839 0.976 0.550
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 13.0 270. 270. 1.59 0.00 0.462 0.830 0.996 0.550
CESM2_BARPA [-] 286. 286. 12.8 273. 273. 1.72 0.00 0.569 0.763 0.994 0.579
CESM2_CCAM [-] 287. 286. 12.8 274. 274. 2.26 0.00 0.489 0.677 0.991 0.529
CMCC-ESM2_BARPA [-] 286. 286. 12.8 273. 273. 1.42 0.00 0.549 0.835 0.978 0.582
CMCC-ESM2_CCAM [-] 286. 286. 12.8 273. 273. 1.53 0.00 0.588 0.839 0.979 0.599
CMCC-ESM2_CMIP6 [-] 281. 281. 13.0 268. 268. 1.14 0.00 0.654 0.890 0.472 0.534
CNRM-ESM2-1_CCAM [-] 286. 286. 12.8 273. 273. 1.56 0.00 0.479 0.835 0.984 0.555
CNRM-ESM2-1_CMIP6 [-] 284. 284. 12.9 271. 271. 1.29 0.00 0.664 0.872 0.948 0.630
EC-Earth3_BARPA [-] 287. 287. 12.8 274. 274. 1.17 0.00 0.590 0.884 0.965 0.606
EC-Earth3_CCAM [-] 287. 287. 12.8 274. 274. 1.46 0.00 0.582 0.846 0.993 0.601
EC-Earth3_CMIP6 [-] 285. 285. 12.9 272. 272. 1.41 0.00 0.585 0.848 0.849 0.573
ERA5_BARPA [-] 285. 285. 12.8 273. 273. 0.590 0.00 0.570 0.961 0.994 0.619
ERA5_CCAM [-] 286. 286. 12.8 273. 273. 1.03 0.00 0.558 0.903 0.969 0.598
MPI-ESM1-2-HR_BARPA [-] 287. 287. 12.8 274. 274. 0.917 0.00 0.535 0.910 0.962 0.589
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 12.7 271. 271. 1.68 0.00 0.549 0.813 0.736 0.530
NorESM2-MM_BARPA [-] 285. 285. 12.8 272. 272. 2.86 0.00 0.471 0.512 0.993 0.489
NorESM2-MM_CCAM [-] 285. 285. 12.8 272. 272. 2.22 0.00 0.485 0.681 0.927 0.516
NorESM2-MM_CMIP6 [-] 281. 281. 13.0 268. 268. 1.91 0.00 0.515 0.763 0.323 0.423
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 [-] 11.5
ACCESS-CM2_BARPA [-] 282. 282. 11.5 271. 271. 1.24 0.00 0.578 0.884 0.993 0.607
ACCESS-CM2_CCAM [-] 285. 285. 11.5 273. 273. 1.39 0.00 0.466 0.865 0.971 0.554
ACCESS-CM2_CMIP6 [-] 280. 280. 11.4 269. 269. 0.764 0.00 0.474 0.949 0.325 0.445
ACCESS-ESM1-5_BARPA [-] 282. 283. 11.5 271. 271. 0.847 0.00 0.629 0.927 0.996 0.636
ACCESS-ESM1-5_CCAM [-] 284. 284. 11.5 273. 273. 0.771 0.00 0.564 0.923 0.972 0.605
ACCESS-ESM1-5_CMIP6 [-] 282. 282. 11.9 270. 270. 0.510 0.00 0.516 0.966 0.762 0.552
CESM2_BARPA [-] 282. 282. 11.5 271. 271. 0.916 0.00 0.697 0.915 0.998 0.661
CESM2_CCAM [-] 285. 285. 11.5 274. 274. 1.61 0.00 0.541 0.815 0.997 0.579
CMCC-ESM2_BARPA [-] 282. 282. 11.5 271. 271. 1.32 0.00 0.665 0.846 0.988 0.633
CMCC-ESM2_CCAM [-] 284. 284. 11.5 272. 272. 0.795 0.00 0.736 0.917 0.924 0.663
CMCC-ESM2_CMIP6 [-] 282. 282. 11.5 270. 270. 0.668 0.00 0.685 0.923 0.850 0.629
CNRM-ESM2-1_CCAM [-] 285. 285. 11.5 273. 273. 0.968 0.00 0.417 0.907 0.988 0.546
CNRM-ESM2-1_CMIP6 [-] 282. 282. 11.4 271. 271. 0.822 0.00 0.486 0.922 0.626 0.504
EC-Earth3_BARPA [-] 283. 283. 11.5 272. 272. 1.59 0.00 0.542 0.829 0.922 0.567
EC-Earth3_CCAM [-] 285. 285. 11.5 273. 273. 1.14 0.00 0.556 0.885 0.998 0.599
EC-Earth3_CMIP6 [-] 284. 284. 11.4 272. 272. 0.525 0.00 0.640 0.960 0.694 0.587
ERA5_BARPA [-] 282. 282. 11.5 271. 271. 1.44 0.00 0.609 0.823 0.998 0.608
ERA5_CCAM [-] 284. 284. 11.5 273. 273. 1.09 0.00 0.555 0.879 0.964 0.591
MPI-ESM1-2-HR_BARPA [-] 284. 284. 11.5 272. 272. 1.71 0.00 0.508 0.793 0.955 0.553
MPI-ESM1-2-HR_CMIP6 [-] 282. 282. 11.3 271. 271. 1.43 0.00 0.536 0.817 0.785 0.535
NorESM2-MM_BARPA [-] 282. 282. 11.5 270. 270. 1.83 0.00 0.613 0.756 0.987 0.594
NorESM2-MM_CCAM [-] 284. 284. 11.5 272. 272. 1.94 0.00 0.546 0.747 0.938 0.555
NorESM2-MM_CMIP6 [-] 281. 281. 11.5 270. 270. 1.92 0.00 0.626 0.739 0.994 0.597
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 [-] 13.0
ACCESS-CM2_BARPA [-] 287. 287. 13.0 274. 274. 1.38 0.00 0.555 0.861 0.988 0.592
ACCESS-CM2_CCAM [-] 287. 287. 13.0 274. 274. 1.50 0.00 0.509 0.844 0.985 0.570
ACCESS-CM2_CMIP6 [-] 283. 283. 13.0 270. 270. 1.44 0.00 0.547 0.856 0.891 0.568
ACCESS-ESM1-5_BARPA [-] 287. 287. 13.0 274. 274. 1.11 0.00 0.615 0.901 0.986 0.623
ACCESS-ESM1-5_CCAM [-] 286. 286. 13.0 273. 273. 1.58 0.00 0.522 0.830 0.964 0.568
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 12.8 270. 270. 1.47 0.00 0.528 0.850 0.963 0.574
CESM2_BARPA [-] 288. 288. 13.0 275. 275. 0.952 0.00 0.617 0.912 0.989 0.627
CESM2_CCAM [-] 287. 287. 13.0 274. 274. 1.60 0.00 0.554 0.825 0.973 0.581
CMCC-ESM2_BARPA [-] 288. 288. 13.0 275. 275. 1.03 0.00 0.606 0.899 0.994 0.621
CMCC-ESM2_CCAM [-] 286. 286. 13.0 273. 273. 0.942 0.00 0.707 0.927 0.972 0.662
CMCC-ESM2_CMIP6 [-] 281. 281. 13.1 268. 268. 0.548 0.00 0.705 0.961 0.992 0.673
CNRM-ESM2-1_CCAM [-] 287. 287. 13.0 274. 274. 1.25 0.00 0.617 0.882 0.985 0.620
CNRM-ESM2-1_CMIP6 [-] 286. 286. 12.9 273. 273. 0.874 0.00 0.703 0.931 0.993 0.666
EC-Earth3_BARPA [-] 288. 288. 13.0 275. 275. 0.880 0.00 0.614 0.926 0.994 0.630
EC-Earth3_CCAM [-] 286. 286. 13.0 273. 273. 1.08 0.00 0.622 0.905 0.990 0.628
EC-Earth3_CMIP6 [-] 285. 285. 13.1 272. 272. 1.04 0.00 0.584 0.916 0.795 0.576
ERA5_BARPA [-] 287. 287. 13.0 274. 274. 0.457 0.00 0.665 0.970 0.984 0.657
ERA5_CCAM [-] 286. 286. 13.0 273. 273. 0.727 0.00 0.714 0.949 0.972 0.670
MPI-ESM1-2-HR_BARPA [-] 289. 288. 13.0 275. 275. 1.33 0.00 0.562 0.868 0.997 0.598
MPI-ESM1-2-HR_CMIP6 [-] 283. 283. 13.0 270. 270. 1.29 0.00 0.640 0.878 0.963 0.624
NorESM2-MM_BARPA [-] 287. 287. 13.0 274. 274. 1.23 0.00 0.578 0.864 0.972 0.598
NorESM2-MM_CCAM [-] 285. 285. 13.0 272. 272. 0.878 0.00 0.630 0.929 0.929 0.624
NorESM2-MM_CMIP6 [-] 281. 281. 13.1 268. 268. 0.860 0.00 0.596 0.934 0.757 0.577
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 [-] 13.5
ACCESS-CM2_BARPA [-] 287. 286. 13.5 273. 273. 1.43 0.00 0.564 0.857 0.917 0.581
ACCESS-CM2_CCAM [-] 286. 286. 13.5 272. 272. 2.09 0.00 0.487 0.728 0.962 0.533
ACCESS-CM2_CMIP6 [-] 283. 283. 13.5 270. 270. 1.54 0.00 0.514 0.835 0.841 0.541
ACCESS-ESM1-5_BARPA [-] 287. 287. 13.5 273. 273. 1.49 0.00 0.583 0.836 0.903 0.581
ACCESS-ESM1-5_CCAM [-] 286. 286. 13.5 272. 272. 1.98 0.00 0.474 0.751 0.961 0.532
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 13.5 270. 270. 1.69 0.00 0.528 0.800 0.924 0.556
CESM2_BARPA [-] 288. 288. 13.5 274. 274. 2.09 0.00 0.545 0.691 0.867 0.530
CESM2_CCAM [-] 287. 287. 13.5 273. 273. 2.09 0.00 0.494 0.732 0.917 0.528
CMCC-ESM2_BARPA [-] 288. 287. 13.5 274. 274. 2.68 0.00 0.513 0.559 0.865 0.490
CMCC-ESM2_CCAM [-] 285. 285. 13.5 271. 271. 1.22 0.00 0.640 0.881 0.990 0.630
CMCC-ESM2_CMIP6 [-] 281. 281. 13.5 268. 268. 0.564 0.00 0.686 0.948 0.907 0.645
CNRM-ESM2-1_CCAM [-] 286. 286. 13.5 272. 272. 1.16 0.00 0.641 0.900 0.959 0.628
CNRM-ESM2-1_CMIP6 [-] 286. 286. 13.5 272. 272. 0.894 0.00 0.681 0.923 0.791 0.615
EC-Earth3_BARPA [-] 288. 287. 13.5 274. 274. 1.14 0.00 0.565 0.898 0.847 0.575
EC-Earth3_CCAM [-] 286. 285. 13.5 272. 272. 1.25 0.00 0.536 0.886 0.962 0.584
EC-Earth3_CMIP6 [-] 285. 285. 13.5 271. 271. 1.15 0.00 0.514 0.901 0.991 0.584
ERA5_BARPA [-] 287. 287. 13.5 273. 273. 0.601 0.00 0.627 0.960 0.884 0.619
ERA5_CCAM [-] 286. 285. 13.5 272. 272. 0.792 0.00 0.689 0.941 0.957 0.655
MPI-ESM1-2-HR_BARPA [-] 288. 288. 13.5 274. 274. 1.29 0.00 0.559 0.870 0.846 0.567
MPI-ESM1-2-HR_CMIP6 [-] 283. 283. 13.5 270. 270. 1.20 0.00 0.645 0.860 0.988 0.628
NorESM2-MM_BARPA [-] 287. 286. 13.5 273. 273. 0.916 0.00 0.576 0.887 0.914 0.591
NorESM2-MM_CCAM [-] 285. 285. 13.5 271. 271. 1.08 0.00 0.627 0.917 0.987 0.632
NorESM2-MM_CMIP6 [-] 281. 281. 13.5 268. 268. 0.999 0.00 0.579 0.919 0.996 0.615
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 [-] 13.5
ACCESS-CM2_BARPA [-] 285. 285. 13.5 271. 271. 0.206 0.00 0.582 0.986 0.958 0.622
ACCESS-CM2_CCAM [-] 286. 286. 13.5 272. 272. 0.803 0.00 0.588 0.906 0.998 0.616
ACCESS-CM2_CMIP6 [-] 283. 283. 13.5 269. 269. 0.933 0.00 0.764 0.887 0.852 0.653
ACCESS-ESM1-5_BARPA [-] 285. 285. 13.5 272. 272. 0.441 0.00 0.610 0.970 0.923 0.623
ACCESS-ESM1-5_CCAM [-] 286. 286. 13.5 272. 272. 0.949 0.00 0.653 0.880 0.984 0.634
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 13.4 270. 270. 1.89 0.00 0.712 0.731 0.979 0.627
CESM2_BARPA [-] 285. 285. 13.5 271. 271. 0.585 0.00 0.593 0.962 0.934 0.616
CESM2_CCAM [-] 287. 287. 13.5 273. 273. 0.504 0.00 0.738 0.948 0.997 0.684
CMCC-ESM2_BARPA [-] 285. 285. 13.5 271. 271. 0.835 0.00 0.543 0.946 0.947 0.596
CMCC-ESM2_CCAM [-] 285. 285. 13.5 271. 271. 0.200 0.00 0.823 0.980 0.968 0.719
CMCC-ESM2_CMIP6 [-] 282. 282. 13.3 269. 269. 0.919 0.00 0.707 0.858 0.915 0.637
CNRM-ESM2-1_CCAM [-] 286. 286. 13.5 272. 272. 1.73 0.00 0.710 0.799 0.963 0.637
CNRM-ESM2-1_CMIP6 [-] 285. 285. 13.3 271. 271. 2.21 0.00 0.742 0.693 0.994 0.634
EC-Earth3_BARPA [-] 286. 286. 13.5 273. 273. 0.733 0.00 0.669 0.922 0.901 0.632
EC-Earth3_CCAM [-] 286. 286. 13.5 272. 272. 1.46 0.00 0.765 0.833 0.949 0.662
EC-Earth3_CMIP6 [-] 285. 285. 13.4 271. 271. 1.72 0.00 0.723 0.804 0.866 0.623
ERA5_BARPA [-] 284. 285. 13.5 271. 271. 0.0323 0.00 0.616 0.998 0.969 0.640
ERA5_CCAM [-] 285. 285. 13.5 272. 272. 0.0323 0.00 0.774 0.998 0.972 0.704
MPI-ESM1-2-HR_BARPA [-] 285. 285. 13.5 272. 272. 0.132 0.00 0.520 0.991 0.895 0.585
MPI-ESM1-2-HR_CMIP6 [-] 283. 283. 13.4 269. 269. 0.803 0.00 0.785 0.942 0.997 0.702
NorESM2-MM_BARPA [-] 284. 284. 13.5 271. 271. 0.653 0.00 0.538 0.958 0.978 0.603
NorESM2-MM_CCAM [-] 285. 285. 13.5 271. 271. 0.0381 0.00 0.725 0.998 0.988 0.687
NorESM2-MM_CMIP6 [-] 281. 281. 13.3 268. 268. 0.437 0.00 0.742 0.971 0.998 0.691
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 [-] 14.6
ACCESS-CM2_BARPA [-] 287. 287. 14.6 273. 273. 1.34 0.00 0.491 0.864 0.993 0.568
ACCESS-CM2_CCAM [-] 288. 288. 14.6 273. 273. 1.68 0.00 0.444 0.806 0.999 0.539
ACCESS-CM2_CMIP6 [-] 284. 284. 14.6 269. 269. 1.33 0.00 0.588 0.864 0.996 0.607
ACCESS-ESM1-5_BARPA [-] 288. 288. 14.6 273. 273. 1.31 0.00 0.563 0.867 0.985 0.596
ACCESS-ESM1-5_CCAM [-] 287. 287. 14.6 273. 273. 1.48 0.00 0.498 0.841 0.912 0.550
ACCESS-ESM1-5_CMIP6 [-] 285. 285. 14.6 270. 270. 1.28 0.00 0.577 0.870 0.996 0.604
CESM2_BARPA [-] 288. 288. 14.6 273. 273. 2.31 0.00 0.511 0.668 0.968 0.532
CESM2_CCAM [-] 288. 288. 14.6 274. 274. 1.92 0.00 0.517 0.757 0.967 0.551
CMCC-ESM2_BARPA [-] 288. 288. 14.6 273. 273. 4.22 0.00 0.401 0.286 0.971 0.412
CMCC-ESM2_CCAM [-] 287. 287. 14.6 272. 272. 1.72 0.00 0.581 0.782 0.999 0.588
CMCC-ESM2_CMIP6 [-] 283. 283. 14.6 268. 268. 0.581 0.00 0.637 0.956 0.745 0.595
CNRM-ESM2-1_CCAM [-] 288. 288. 14.6 273. 273. 1.23 0.00 0.599 0.883 0.967 0.610
CNRM-ESM2-1_CMIP6 [-] 286. 286. 14.6 271. 271. 0.785 0.00 0.731 0.947 0.909 0.664
EC-Earth3_BARPA [-] 289. 289. 14.6 274. 274. 0.924 0.00 0.668 0.914 0.997 0.650
EC-Earth3_CCAM [-] 288. 288. 14.6 273. 273. 1.09 0.00 0.677 0.904 0.929 0.638
EC-Earth3_CMIP6 [-] 287. 287. 14.6 272. 272. 0.648 0.00 0.622 0.950 0.770 0.593
ERA5_BARPA [-] 288. 287. 14.6 273. 273. 1.42 0.00 0.536 0.807 0.986 0.573
ERA5_CCAM [-] 288. 288. 14.6 273. 273. 0.995 0.00 0.645 0.916 0.888 0.619
MPI-ESM1-2-HR_BARPA [-] 289. 289. 14.6 274. 274. 1.21 0.00 0.649 0.876 0.997 0.634
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 14.6 270. 270. 0.820 0.00 0.766 0.934 0.999 0.693
NorESM2-MM_BARPA [-] 287. 287. 14.6 272. 272. 4.09 0.00 0.352 0.298 0.987 0.398
NorESM2-MM_CCAM [-] 286. 286. 14.6 272. 272. 2.31 0.00 0.478 0.661 0.972 0.518
NorESM2-MM_CMIP6 [-] 283. 283. 14.6 268. 268. 1.93 0.00 0.586 0.732 0.959 0.573
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 [-] 14.5
ACCESS-CM2_BARPA [-] 287. 287. 14.5 272. 272. 0.906 0.00 0.526 0.903 0.967 0.585
ACCESS-CM2_CCAM [-] 288. 288. 14.5 274. 274. 0.974 0.00 0.520 0.898 0.959 0.580
ACCESS-CM2_CMIP6 [-] 284. 284. 14.6 269. 269. 0.988 0.00 0.750 0.907 0.888 0.659
ACCESS-ESM1-5_BARPA [-] 288. 288. 14.5 273. 273. 0.962 0.00 0.598 0.890 0.956 0.608
ACCESS-ESM1-5_CCAM [-] 288. 288. 14.5 274. 274. 1.05 0.00 0.536 0.900 0.914 0.577
ACCESS-ESM1-5_CMIP6 [-] 285. 285. 14.5 270. 270. 1.51 0.00 0.683 0.817 0.905 0.618
CESM2_BARPA [-] 287. 287. 14.5 273. 273. 1.15 0.00 0.530 0.851 0.903 0.563
CESM2_CCAM [-] 289. 289. 14.5 274. 274. 1.36 0.00 0.545 0.832 0.944 0.573
CMCC-ESM2_BARPA [-] 287. 287. 14.5 273. 273. 1.60 0.00 0.397 0.759 0.921 0.495
CMCC-ESM2_CCAM [-] 287. 287. 14.5 273. 273. 0.815 0.00 0.639 0.909 0.989 0.635
CMCC-ESM2_CMIP6 [-] 283. 283. 14.5 269. 269. 1.10 0.00 0.687 0.858 0.665 0.579
CNRM-ESM2-1_CCAM [-] 288. 288. 14.5 273. 273. 1.31 0.00 0.639 0.851 0.977 0.621
CNRM-ESM2-1_CMIP6 [-] 286. 286. 14.5 271. 271. 1.74 0.00 0.703 0.761 0.880 0.609
EC-Earth3_BARPA [-] 288. 288. 14.5 274. 274. 1.04 0.00 0.628 0.878 0.962 0.619
EC-Earth3_CCAM [-] 288. 288. 14.5 274. 274. 1.05 0.00 0.710 0.900 0.949 0.654
EC-Earth3_CMIP6 [-] 287. 287. 14.5 272. 272. 1.18 0.00 0.656 0.880 0.936 0.626
ERA5_BARPA [-] 287. 287. 14.5 272. 272. 0.862 0.00 0.514 0.887 0.944 0.572
ERA5_CCAM [-] 288. 288. 14.5 274. 274. 0.768 0.00 0.667 0.911 0.904 0.630
MPI-ESM1-2-HR_BARPA [-] 288. 288. 14.5 273. 273. 1.01 0.00 0.546 0.910 0.941 0.589
MPI-ESM1-2-HR_CMIP6 [-] 285. 285. 14.5 270. 270. 1.33 0.00 0.708 0.840 0.984 0.648
NorESM2-MM_BARPA [-] 286. 286. 14.5 272. 272. 1.27 0.00 0.442 0.823 0.985 0.539
NorESM2-MM_CCAM [-] 287. 287. 14.5 272. 272. 1.14 0.00 0.450 0.864 0.975 0.548
NorESM2-MM_CMIP6 [-] 283. 283. 14.5 269. 269. 1.01 0.00 0.535 0.871 0.871 0.562
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 [-] 9.74
ACCESS-CM2_BARPA [-] 281. 281. 9.74 271. 271. 0.410 0.00 0.659 0.974 0.856 0.630
ACCESS-CM2_CCAM [-] 283. 283. 9.74 273. 273. 0.329 0.00 0.414 0.970 0.605 0.480
ACCESS-CM2_CMIP6 [-] 278. 278. 9.26 269. 269. 0.497 0.00 0.696 0.968 0.367 0.545
ACCESS-ESM1-5_BARPA [-] 281. 281. 9.74 271. 271. 0.578 0.00 0.588 0.953 0.815 0.589
ACCESS-ESM1-5_CCAM [-] 283. 283. 9.74 273. 273. 0.756 0.00 0.444 0.906 0.613 0.481
ACCESS-ESM1-5_CMIP6 [-] 277. 277. 9.25 267. 267. 1.03 0.00 0.574 0.930 1.00 0.616
CESM2_BARPA [-] 281. 281. 9.74 271. 271. 0.328 0.00 0.655 0.979 0.865 0.631
CESM2_CCAM [-] 283. 282. 9.74 273. 273. 0.329 0.00 0.524 0.970 0.677 0.539
CMCC-ESM2_BARPA [-] 281. 281. 9.74 271. 271. 0.329 0.00 0.755 0.970 0.854 0.667
CMCC-ESM2_CCAM [-] 283. 282. 9.74 273. 273. 0.329 0.00 0.662 0.970 0.675 0.594
CMCC-ESM2_CMIP6 [-] 278. 278. 9.55 269. 269. 0.495 0.00 0.707 0.968 0.136 0.504
CNRM-ESM2-1_CCAM [-] 283. 283. 9.74 273. 273. 1.45 0.00 0.433 0.856 0.662 0.477
CNRM-ESM2-1_CMIP6 [-] 279. 279. 9.39 269. 269. 1.03 0.00 0.597 0.930 0.0205 0.429
EC-Earth3_BARPA [-] 281. 281. 9.74 272. 272. 0.501 0.00 0.701 0.948 0.729 0.616
EC-Earth3_CCAM [-] 283. 283. 9.74 273. 273. 0.502 0.00 0.554 0.948 0.612 0.533
EC-Earth3_CMIP6 [-] 281. 281. 9.65 272. 272. 1.02 0.00 0.752 0.893 0.283 0.536
ERA5_BARPA [-] 281. 281. 9.74 271. 271. 0.329 0.00 0.724 0.970 0.827 0.649
ERA5_CCAM [-] 283. 283. 9.74 273. 273. 0.329 0.00 0.536 0.970 0.587 0.526
MPI-ESM1-2-HR_BARPA [-] 281. 281. 9.74 271. 271. 0.329 0.00 0.577 0.970 0.875 0.600
MPI-ESM1-2-HR_CMIP6 [-] 280. 280. 9.81 270. 270. 0.00 0.00 0.445 1.00 0.696 0.517
NorESM2-MM_BARPA [-] 281. 281. 9.74 271. 271. 0.573 0.00 0.731 0.963 0.884 0.662
NorESM2-MM_CCAM [-] 283. 282. 9.74 273. 273. 0.329 0.00 0.449 0.970 0.604 0.494
NorESM2-MM_CMIP6 [-] 278. 278. 9.55 269. 269. 0.00 0.00 0.725 1.00 0.964 0.683
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 [-] 8.22
ACCESS-CM2_BARPA [-] 279. 279. 8.22 271. 271. 0.431 0.00 0.822 0.972 0.973 0.718
ACCESS-CM2_CCAM [-] 281. 280. 8.22 272. 272. 0.369 0.00 0.702 0.976 0.837 0.643
ACCESS-CM2_CMIP6 [-] 276. 276. 8.36 268. 268. 0.983 0.00 0.650 0.937 1.00 0.648
ACCESS-ESM1-5_BARPA [-] 279. 279. 8.22 271. 271. 0.307 0.00 0.821 0.980 0.956 0.716
ACCESS-ESM1-5_CCAM [-] 280. 280. 8.22 272. 272. 0.429 0.00 0.723 0.972 0.866 0.657
ACCESS-ESM1-5_CMIP6 [-] 278. 278. 8.87 269. 269. 0.487 0.00 0.687 0.969 0.120 0.493
CESM2_BARPA [-] 279. 279. 8.22 271. 271. 0.430 0.00 0.784 0.972 0.974 0.703
CESM2_CCAM [-] 280. 280. 8.22 272. 272. 1.13 0.00 0.752 0.890 0.914 0.662
CMCC-ESM2_BARPA [-] 279. 279. 8.22 271. 271. 0.366 0.00 0.815 0.977 0.979 0.717
CMCC-ESM2_CCAM [-] 281. 281. 8.22 272. 272. 0.429 0.00 0.791 0.972 0.886 0.688
CMCC-ESM2_CMIP6 [-] 278. 278. 8.34 270. 270. 0.656 0.00 0.692 0.958 0.250 0.518
CNRM-ESM2-1_CCAM [-] 281. 280. 8.22 272. 272. 0.877 0.00 0.762 0.914 0.876 0.663
CNRM-ESM2-1_CMIP6 [-] 278. 278. 8.39 270. 270. 1.36 0.00 0.799 0.872 0.681 0.630
EC-Earth3_BARPA [-] 280. 279. 8.22 271. 271. 0.307 0.00 0.823 0.980 0.945 0.714
EC-Earth3_CCAM [-] 281. 280. 8.22 272. 272. 0.305 0.00 0.792 0.980 0.854 0.684
EC-Earth3_CMIP6 [-] 280. 280. 8.27 272. 272. 0.244 0.00 0.781 0.984 0.890 0.688
ERA5_BARPA [-] 279. 279. 8.22 271. 271. 0.491 0.00 0.818 0.968 0.978 0.717
ERA5_CCAM [-] 281. 281. 8.22 272. 272. 0.367 0.00 0.773 0.976 0.845 0.673
MPI-ESM1-2-HR_BARPA [-] 279. 279. 8.22 271. 271. 0.367 0.00 0.795 0.976 0.975 0.708
MPI-ESM1-2-HR_CMIP6 [-] 278. 278. 8.25 270. 270. 0.784 0.00 0.680 0.950 0.573 0.576
NorESM2-MM_BARPA [-] 279. 279. 8.22 271. 271. 0.369 0.00 0.785 0.976 0.985 0.706
NorESM2-MM_CCAM [-] 281. 280. 8.22 272. 272. 0.305 0.00 0.713 0.980 0.869 0.655
NorESM2-MM_CMIP6 [-] 278. 278. 8.34 270. 270. 0.323 0.00 0.755 0.979 0.610 0.620
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 [-] 11.4
ACCESS-CM2_BARPA [-] 282. 282. 11.4 270. 270. 0.645 0.00 0.637 0.925 0.995 0.639
ACCESS-CM2_CCAM [-] 284. 284. 11.4 273. 273. 0.987 0.00 0.418 0.879 0.912 0.526
ACCESS-CM2_CMIP6 [-] 280. 280. 10.7 269. 269. 1.04 0.00 0.515 0.891 0.438 0.472
ACCESS-ESM1-5_BARPA [-] 282. 282. 11.4 271. 271. 1.03 0.00 0.615 0.894 0.987 0.622
ACCESS-ESM1-5_CCAM [-] 284. 284. 11.4 273. 273. 1.11 0.00 0.436 0.846 0.903 0.524
ACCESS-ESM1-5_CMIP6 [-] 279. 279. 11.3 268. 268. 2.73 0.00 0.456 0.576 0.180 0.334
CESM2_BARPA [-] 281. 281. 11.4 270. 270. 0.514 0.00 0.707 0.928 0.998 0.668
CESM2_CCAM [-] 285. 285. 11.4 274. 274. 0.600 0.00 0.448 0.930 0.957 0.557
CMCC-ESM2_BARPA [-] 281. 281. 11.4 270. 270. 0.299 0.00 0.753 0.963 0.998 0.693
CMCC-ESM2_CCAM [-] 283. 283. 11.4 272. 272. 0.559 0.00 0.660 0.915 0.803 0.608
CMCC-ESM2_CMIP6 [-] 280. 280. 10.9 269. 269. 2.05 0.00 0.662 0.692 0.773 0.558
CNRM-ESM2-1_CCAM [-] 284. 285. 11.4 273. 273. 1.88 0.00 0.414 0.771 0.920 0.504
CNRM-ESM2-1_CMIP6 [-] 281. 281. 10.7 270. 270. 2.05 0.00 0.573 0.745 0.977 0.574
EC-Earth3_BARPA [-] 282. 282. 11.4 271. 271. 1.20 0.00 0.613 0.860 0.971 0.611
EC-Earth3_CCAM [-] 284. 284. 11.4 273. 273. 1.84 0.00 0.479 0.779 0.903 0.528
EC-Earth3_CMIP6 [-] 283. 283. 11.1 272. 272. 1.96 0.00 0.585 0.756 0.704 0.526
ERA5_BARPA [-] 281. 281. 11.4 270. 270. 0.557 0.00 0.684 0.908 0.998 0.655
ERA5_CCAM [-] 284. 284. 11.4 272. 272. 0.600 0.00 0.544 0.897 0.856 0.568
MPI-ESM1-2-HR_BARPA [-] 282. 282. 11.4 271. 271. 0.602 0.00 0.556 0.920 0.969 0.600
MPI-ESM1-2-HR_CMIP6 [-] 282. 282. 11.3 271. 271. 0.690 0.00 0.413 0.904 0.420 0.430
NorESM2-MM_BARPA [-] 281. 281. 11.4 270. 270. 0.801 0.00 0.717 0.917 0.995 0.669
NorESM2-MM_CCAM [-] 284. 284. 11.4 272. 272. 0.686 0.00 0.519 0.899 0.893 0.566
NorESM2-MM_CMIP6 [-] 279. 279. 10.9 269. 269. 1.36 0.00 0.606 0.779 0.867 0.571
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 [-] 10.5
ACCESS-CM2_BARPA [-] 282. 282. 10.5 272. 272. 0.515 0.00 0.654 0.967 0.994 0.654
ACCESS-CM2_CCAM [-] 284. 284. 10.5 274. 274. 0.00 0.00 0.561 1.00 0.995 0.623
ACCESS-CM2_CMIP6 [-] 277. 277. 9.68 268. 268. 0.328 0.00 0.783 0.979 0.536 0.616
ACCESS-ESM1-5_BARPA [-] 282. 283. 10.5 272. 272. 0.00 0.00 0.628 1.00 0.972 0.646
ACCESS-ESM1-5_CCAM [-] 284. 284. 10.5 273. 273. 0.00 0.00 0.618 1.00 0.974 0.642
ACCESS-ESM1-5_CMIP6 [-] 281. 281. 11.0 270. 270. 0.517 0.00 0.733 0.965 0.926 0.672
CESM2_BARPA [-] 282. 282. 10.5 271. 271. 0.422 0.00 0.674 0.973 0.996 0.663
CESM2_CCAM [-] 284. 284. 10.5 274. 274. 0.00 0.00 0.639 1.00 0.989 0.653
CMCC-ESM2_BARPA [-] 282. 282. 10.5 272. 272. 0.0472 0.00 0.686 0.997 0.986 0.671
CMCC-ESM2_CCAM [-] 284. 284. 10.5 273. 273. 0.00 0.00 0.799 1.00 0.989 0.717
CMCC-ESM2_CMIP6 [-] 280. 280. 10.6 269. 269. 0.00 0.00 0.773 1.00 0.605 0.630
CNRM-ESM2-1_CCAM [-] 284. 284. 10.5 273. 273. 1.37 0.00 0.657 0.858 0.980 0.630
CNRM-ESM2-1_CMIP6 [-] 279. 279. 9.72 269. 269. 2.05 0.00 0.754 0.745 1.00 0.651
EC-Earth3_BARPA [-] 283. 283. 10.5 273. 273. 0.00 0.00 0.699 1.00 0.919 0.663
EC-Earth3_CCAM [-] 284. 284. 10.5 273. 273. 0.540 0.00 0.735 0.953 0.960 0.676
EC-Earth3_CMIP6 [-] 282. 282. 10.2 272. 272. 1.03 0.00 0.746 0.930 0.827 0.650
ERA5_BARPA [-] 282. 282. 10.5 271. 271. 0.00 0.00 0.749 1.00 0.995 0.699
ERA5_CCAM [-] 284. 284. 10.5 273. 273. 0.00 0.00 0.739 1.00 0.982 0.692
MPI-ESM1-2-HR_BARPA [-] 282. 282. 10.5 272. 272. 0.00 0.00 0.587 1.00 0.993 0.633
MPI-ESM1-2-HR_CMIP6 [-] 281. 281. 10.1 271. 271. 0.00 0.00 0.615 1.00 0.925 0.631
NorESM2-MM_BARPA [-] 282. 282. 10.5 271. 271. 0.328 0.00 0.710 0.979 0.998 0.679
NorESM2-MM_CCAM [-] 283. 283. 10.5 272. 273. 0.00 0.00 0.741 1.00 0.998 0.696
NorESM2-MM_CMIP6 [-] 280. 280. 10.6 269. 269. 0.00 0.00 0.738 1.00 0.861 0.668
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 [-] 12.4
ACCESS-CM2_BARPA [-] 285. 284. 12.4 272. 272. 0.564 0.00 0.490 0.929 0.867 0.555
ACCESS-CM2_CCAM [-] 286. 286. 12.4 274. 274. 0.517 0.00 0.555 0.940 0.843 0.579
ACCESS-CM2_CMIP6 [-] 280. 280. 11.8 269. 269. 0.517 0.00 0.721 0.936 0.717 0.619
ACCESS-ESM1-5_BARPA [-] 285. 285. 12.4 273. 273. 0.343 0.00 0.510 0.956 0.807 0.557
ACCESS-ESM1-5_CCAM [-] 285. 285. 12.4 273. 273. 0.742 0.00 0.596 0.919 0.735 0.569
ACCESS-ESM1-5_CMIP6 [-] 284. 284. 12.6 271. 271. 1.03 0.00 0.722 0.930 0.994 0.674
CESM2_BARPA [-] 285. 285. 12.4 272. 272. 0.673 0.00 0.495 0.922 0.825 0.547
CESM2_CCAM [-] 286. 286. 12.4 274. 274. 0.545 0.00 0.629 0.942 0.801 0.600
CMCC-ESM2_BARPA [-] 285. 285. 12.4 272. 272. 0.837 0.00 0.440 0.896 0.833 0.522
CMCC-ESM2_CCAM [-] 285. 285. 12.4 272. 272. 0.345 0.00 0.705 0.943 0.775 0.626
CMCC-ESM2_CMIP6 [-] 281. 281. 12.5 268. 268. 0.00 0.00 0.748 1.00 0.537 0.606
CNRM-ESM2-1_CCAM [-] 285. 285. 12.4 273. 273. 1.25 0.00 0.666 0.867 0.715 0.583
CNRM-ESM2-1_CMIP6 [-] 284. 284. 12.9 271. 271. 2.04 0.00 0.734 0.733 0.738 0.588
EC-Earth3_BARPA [-] 286. 286. 12.4 274. 274. 0.401 0.00 0.567 0.941 0.758 0.567
EC-Earth3_CCAM [-] 285. 285. 12.4 273. 273. 0.945 0.00 0.705 0.899 0.675 0.597
EC-Earth3_CMIP6 [-] 283. 283. 12.1 271. 271. 1.39 0.00 0.725 0.863 0.532 0.569
ERA5_BARPA [-] 285. 284. 12.4 272. 272. 0.345 0.00 0.521 0.943 0.865 0.570
ERA5_CCAM [-] 285. 285. 12.4 273. 273. 0.344 0.00 0.690 0.948 0.712 0.608
MPI-ESM1-2-HR_BARPA [-] 285. 285. 12.4 273. 273. 0.575 0.00 0.468 0.927 0.812 0.535
MPI-ESM1-2-HR_CMIP6 [-] 283. 283. 12.4 270. 270. 1.03 0.00 0.704 0.918 0.947 0.654
NorESM2-MM_BARPA [-] 284. 284. 12.4 272. 272. 0.618 0.00 0.458 0.925 0.894 0.547
NorESM2-MM_CCAM [-] 284. 284. 12.4 272. 272. 0.375 0.00 0.588 0.941 0.799 0.583
NorESM2-MM_CMIP6 [-] 281. 281. 12.5 268. 268. 0.891 0.00 0.624 0.896 0.634 0.556
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 [-] 13.0
ACCESS-CM2_BARPA [-] 285. 285. 13.0 272. 272. 0.744 0.00 0.539 0.932 0.929 0.588
ACCESS-CM2_CCAM [-] 287. 287. 13.0 274. 274. 0.674 0.00 0.603 0.932 0.931 0.614
ACCESS-CM2_CMIP6 [-] 283. 283. 13.1 270. 270. 0.474 0.00 0.738 0.968 0.635 0.616
ACCESS-ESM1-5_BARPA [-] 286. 286. 13.0 273. 273. 0.521 0.00 0.575 0.943 0.888 0.596
ACCESS-ESM1-5_CCAM [-] 287. 287. 13.0 274. 274. 0.558 0.00 0.641 0.940 0.907 0.626
ACCESS-ESM1-5_CMIP6 [-] 283. 283. 13.1 270. 270. 1.36 0.00 0.705 0.838 0.487 0.547
CESM2_BARPA [-] 285. 285. 13.0 272. 272. 0.470 0.00 0.529 0.944 0.872 0.575
CESM2_CCAM [-] 287. 287. 13.0 274. 274. 0.530 0.00 0.557 0.935 0.854 0.581
CMCC-ESM2_BARPA [-] 285. 285. 13.0 272. 272. 0.508 0.00 0.538 0.939 0.882 0.579
CMCC-ESM2_CCAM [-] 286. 286. 13.0 273. 273. 0.521 0.00 0.755 0.942 0.959 0.682
CMCC-ESM2_CMIP6 [-] 282. 282. 13.0 269. 269. 0.636 0.00 0.803 0.935 0.672 0.643
CNRM-ESM2-1_CCAM [-] 286. 286. 13.0 273. 273. 1.02 0.00 0.670 0.903 0.943 0.637
CNRM-ESM2-1_CMIP6 [-] 285. 285. 13.1 272. 272. 1.74 0.00 0.775 0.786 0.652 0.598
EC-Earth3_BARPA [-] 286. 286. 13.0 273. 273. 0.861 0.00 0.528 0.926 0.893 0.575
EC-Earth3_CCAM [-] 287. 287. 13.0 274. 274. 0.802 0.00 0.697 0.933 0.903 0.646
EC-Earth3_CMIP6 [-] 285. 285. 13.1 272. 272. 0.950 0.00 0.695 0.924 0.878 0.639
ERA5_BARPA [-] 285. 285. 13.0 272. 272. 0.446 0.00 0.573 0.944 0.927 0.604
ERA5_CCAM [-] 287. 287. 13.0 274. 274. 0.491 0.00 0.698 0.942 0.922 0.652
MPI-ESM1-2-HR_BARPA [-] 286. 286. 13.0 273. 273. 0.801 0.00 0.454 0.933 0.850 0.538
MPI-ESM1-2-HR_CMIP6 [-] 284. 284. 13.2 271. 271. 0.823 0.00 0.779 0.938 0.996 0.698
NorESM2-MM_BARPA [-] 285. 284. 13.0 271. 271. 0.469 0.00 0.548 0.945 0.955 0.599
NorESM2-MM_CCAM [-] 286. 286. 13.0 273. 273. 0.469 0.00 0.568 0.945 0.955 0.607
NorESM2-MM_CMIP6 [-] 282. 282. 13.0 269. 269. 0.594 0.00 0.605 0.944 0.667 0.564
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 [-] 9.52
ACCESS-CM2_BARPA [-] 283. 283. 9.52 273. 273. 1.19 0.00 0.550 0.885 0.547 0.506
ACCESS-CM2_CCAM [-] 284. 284. 9.52 274. 274. 1.71 0.00 0.471 0.789 0.641 0.475
ACCESS-CM2_CMIP6 [-] 278. 278. 9.91 268. 268. 1.42 0.00 0.518 0.859 0.605 0.500
ACCESS-ESM1-5_BARPA [-] 283. 283. 9.52 273. 273. 1.47 0.00 0.546 0.848 0.582 0.504
ACCESS-ESM1-5_CCAM [-] 283. 283. 9.52 273. 273. 1.60 0.00 0.488 0.820 0.711 0.502
ACCESS-ESM1-5_CMIP6 [-] 279. 279. 8.98 270. 270. 1.52 0.00 0.454 0.841 0.995 0.549
CESM2_BARPA [-] 284. 284. 9.52 274. 274. 1.10 0.00 0.606 0.900 0.532 0.529
CESM2_CCAM [-] 284. 283. 9.52 274. 274. 1.62 0.00 0.519 0.810 0.692 0.508
CMCC-ESM2_BARPA [-] 284. 284. 9.52 274. 274. 1.12 0.00 0.609 0.877 0.513 0.522
CMCC-ESM2_CCAM [-] 283. 283. 9.52 273. 273. 1.21 0.00 0.598 0.882 0.736 0.563
CMCC-ESM2_CMIP6 [-] 279. 279. 9.36 269. 269. 0.680 0.00 0.693 0.955 0.945 0.657
CNRM-ESM2-1_CCAM [-] 284. 284. 9.52 274. 274. 0.953 0.00 0.598 0.906 0.622 0.545
CNRM-ESM2-1_CMIP6 [-] 282. 282. 9.54 272. 272. 0.848 0.00 0.694 0.944 0.360 0.538
EC-Earth3_BARPA [-] 284. 284. 9.52 274. 274. 0.909 0.00 0.467 0.932 0.581 0.489
EC-Earth3_CCAM [-] 283. 283. 9.52 273. 273. 1.26 0.00 0.538 0.872 0.760 0.541
EC-Earth3_CMIP6 [-] 282. 282. 9.71 273. 273. 1.16 0.00 0.485 0.902 0.969 0.568
ERA5_BARPA [-] 283. 283. 9.52 273. 273. 0.240 0.00 0.631 0.984 0.596 0.568
ERA5_CCAM [-] 283. 283. 9.52 273. 273. 0.758 0.00 0.640 0.942 0.763 0.597
MPI-ESM1-2-HR_BARPA [-] 284. 283. 9.52 274. 274. 1.04 0.00 0.489 0.921 0.500 0.480
MPI-ESM1-2-HR_CMIP6 [-] 281. 281. 9.44 272. 272. 0.743 0.00 0.612 0.951 0.705 0.576
NorESM2-MM_BARPA [-] 283. 283. 9.52 273. 273. 0.905 0.00 0.624 0.901 0.630 0.556
NorESM2-MM_CCAM [-] 282. 282. 9.52 272. 272. 0.799 0.00 0.609 0.947 0.821 0.597
NorESM2-MM_CMIP6 [-] 279. 279. 9.36 269. 269. 1.24 0.00 0.511 0.885 0.929 0.567

Temporally integrated period mean

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

SPATIAL TAYLOR DIAGRAM
Data not available
MODEL COLORS
Data not available

Spatially integrated regional mean

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

All Models

Benchmark
Data not available
Data not available
ACCESS-CM2_BARPA
Data not available
Data not available
ACCESS-CM2_CCAM
Data not available
Data not available
ACCESS-CM2_CMIP6
Data not available
Data not available
ACCESS-ESM1-5_BARPA
Data not available
Data not available
ACCESS-ESM1-5_CCAM
Data not available
Data not available
ACCESS-ESM1-5_CMIP6
Data not available
Data not available
CESM2_BARPA
Data not available
Data not available
CESM2_CCAM
Data not available
Data not available
CMCC-ESM2_BARPA
Data not available
Data not available
CMCC-ESM2_CCAM
Data not available
Data not available
CMCC-ESM2_CMIP6
Data not available
Data not available
CNRM-ESM2-1_CCAM
Data not available
Data not available
CNRM-ESM2-1_CMIP6
Data not available
Data not available
EC-Earth3_BARPA
Data not available
Data not available
EC-Earth3_CCAM
Data not available
Data not available
EC-Earth3_CMIP6
Data not available
Data not available
ERA5_BARPA
Data not available
Data not available
ERA5_CCAM
Data not available
Data not available
MPI-ESM1-2-HR_BARPA
Data not available
Data not available
MPI-ESM1-2-HR_CMIP6
Data not available
Data not available
NorESM2-MM_BARPA
Data not available
Data not available
NorESM2-MM_CCAM
Data not available
Data not available
NorESM2-MM_CMIP6
Data not available
Data not available

Data Information

  Title:
CRU time series (TS) high-resolution gridded datasets

  Version:
4.02

  Institutions:
Climatic Research Unit, School of Environmental Sciences, University of East Anglia, UK

  Source:
monthly observations of 2-meter maximum and minimum air temperature at meteorological stations across the world land areas

  History:
2019-05-06: downloaded source from https://crudata.uea.ac.uk/cru/data/hrg/cru_ts_4.02/
2019-05-06: converted to netCDF with https://gist.github.com/nocollier/d73585731756fa472731065389af45dc

  References:
Harris, I., P.D. Jones, T.J. Osborn and D.H. Lister (2014), Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset, International Journal of Climatology, 34(3), 623-642, doi:10.1002/joc.3711

  Comments:
time_period: 1960-01 through 2017-12
original_temporal_resolution: monthly
original_spatial_resolution: 0.5 degree
original_units: C
final_temporal_resolution: monthly
final_spatial_resolution: 0.5 degree
final_units: K

  Convention:
CF-1.7