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 [-] 298.
CanESM5 [-] 299. 298. 298. 301. 301. 0.112 1.56 0.882 0.513 0.458 0.890 0.956 0.655
E3SMv3 default 0051 [-] 298. 298. 298. 300. 300. -0.181 1.29 0.791 0.474 0.571 0.905 0.997 0.703
E3SMv3 default 0111 [-] 298. 298. 298. 300. 300. -0.154 1.26 0.926 0.477 0.585 0.880 0.997 0.705
E3SMv3 default 0161 [-] 298. 298. 298. 300. 300. -0.151 1.27 0.810 0.476 0.580 0.904 0.997 0.707
E3SMv3 default 0281 [-] 298. 298. 298. 300. 300. -0.206 1.30 0.813 0.472 0.562 0.898 0.997 0.698
E3SMv3 default 0311 [-] 298. 298. 298. 300. 300. -0.199 1.30 0.836 0.471 0.567 0.895 0.998 0.699
E3SMv3 highECS 0051 [-] 298. 298. 298. 300. 300. 0.0966 1.29 0.872 0.492 0.584 0.887 1.00 0.710
E3SMv3 highECS 0111 [-] 298. 298. 298. 300. 300. 0.102 1.27 0.831 0.495 0.591 0.892 1.00 0.714
E3SMv3 highECS 0161 [-] 298. 298. 298. 300. 300. 0.0776 1.27 0.795 0.492 0.597 0.904 1.00 0.718
E3SMv3 highECS 0281 [-] 298. 298. 298. 300. 300. 0.0209 1.27 0.953 0.488 0.597 0.880 1.00 0.712
E3SMv3 highECS 0311 [-] 298. 298. 298. 300. 300. -0.0113 1.26 0.914 0.492 0.591 0.885 0.999 0.712
E3SMv3 lowECS 0051 [-] 297. 297. 298. 300. 300. -0.904 1.44 0.872 0.418 0.571 0.899 0.986 0.689
E3SMv3 lowECS 0111 [-] 297. 297. 298. 300. 300. -0.970 1.49 0.880 0.407 0.563 0.897 0.985 0.683
E3SMv3 lowECS 0161 [-] 297. 297. 298. 300. 300. -0.934 1.46 0.762 0.411 0.571 0.914 0.986 0.690
E3SMv3 lowECS 0281 [-] 297. 297. 298. 300. 300. -0.939 1.46 0.854 0.412 0.575 0.904 0.983 0.690
E3SMv3 lowECS 0311 [-] 297. 297. 298. 300. 300. -0.886 1.45 0.869 0.421 0.556 0.898 0.984 0.683
IPSL-CM6A-LR [-] 298. 297. 298. 299. 301. -1.38 1.77 1.01 0.333 0.540 0.867 0.974 0.651
MIROC-ES2L [-] 299. 298. 298. 300. 301. -0.396 1.62 0.969 0.436 0.574 0.879 0.985 0.690
NorESM2-LM [-] 299. 299. 298. 300. 301. 0.722 1.56 1.12 0.464 0.534 0.866 0.939 0.667
UKESM1-0-LL [-] 299. 299. 298. 300. 301. 0.752 1.60 0.690 0.414 0.527 0.924 0.997 0.678
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 [-] 299.
CanESM5 [-] 301. 300. 299. 302. 1.23 1.70 1.83 0.183 0.528 0.695 0.972 0.581
E3SMv3 default 0051 [-] 299. 299. 299. 300. 300. -0.415 1.33 1.54 0.236 0.567 0.762 0.996 0.626
E3SMv3 default 0111 [-] 299. 299. 299. 300. 300. -0.410 1.33 1.58 0.236 0.564 0.753 0.996 0.622
E3SMv3 default 0161 [-] 299. 299. 299. 300. 300. -0.400 1.33 1.79 0.237 0.558 0.712 0.996 0.612
E3SMv3 default 0281 [-] 299. 299. 299. 300. 300. -0.439 1.34 1.94 0.234 0.554 0.688 0.995 0.605
E3SMv3 default 0311 [-] 299. 299. 299. 300. 300. -0.463 1.34 1.81 0.233 0.562 0.713 0.995 0.613
E3SMv3 highECS 0051 [-] 299. 299. 299. 301. 300. -0.107 1.33 2.04 0.239 0.533 0.655 0.987 0.590
E3SMv3 highECS 0111 [-] 299. 299. 299. 301. 300. -0.151 1.33 1.83 0.239 0.560 0.698 0.987 0.609
E3SMv3 highECS 0161 [-] 299. 299. 299. 301. 300. -0.142 1.34 2.06 0.238 0.538 0.657 0.986 0.592
E3SMv3 highECS 0281 [-] 299. 299. 299. 301. 300. -0.217 1.34 2.04 0.238 0.542 0.663 0.987 0.594
E3SMv3 highECS 0311 [-] 299. 299. 299. 301. 300. -0.168 1.33 2.09 0.238 0.556 0.654 0.986 0.598
E3SMv3 lowECS 0051 [-] 299. 299. 299. 300. 300. -0.669 1.50 2.25 0.196 0.504 0.636 0.982 0.565
E3SMv3 lowECS 0111 [-] 299. 298. 299. 300. 300. -0.710 1.52 2.21 0.191 0.510 0.642 0.981 0.567
E3SMv3 lowECS 0161 [-] 299. 298. 299. 300. 300. -0.720 1.52 2.07 0.191 0.509 0.671 0.982 0.572
E3SMv3 lowECS 0281 [-] 299. 298. 299. 300. 300. -0.717 1.53 2.21 0.188 0.498 0.635 0.983 0.561
E3SMv3 lowECS 0311 [-] 299. 299. 299. 300. 300. -0.677 1.51 2.14 0.195 0.507 0.663 0.982 0.571
IPSL-CM6A-LR [-] 300. 299. 299. 300. -0.401 1.32 2.26 0.235 0.582 0.622 0.991 0.602
MIROC-ES2L [-] 300. 299. 299. 300. 0.0447 1.55 1.31 0.195 0.367 0.835 0.915 0.536
NorESM2-LM [-] 301. 300. 299. 301. 0.972 1.48 1.88 0.227 0.559 0.733 0.886 0.593
UKESM1-0-LL [-] 301. 300. 299. 301. 0.710 1.47 1.49 0.246 0.428 0.786 0.990 0.575
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 [-] 287.
CanESM5 [-] 283. 287. 287. 264. 295. 0.0452 2.65 0.512 0.694 0.712 0.941 1.00 0.812
E3SMv3 default 0051 [-] 282. 287. 287. 246. 287. -0.215 2.04 0.461 0.734 0.765 0.952 0.999 0.843
E3SMv3 default 0111 [-] 282. 287. 287. 246. 287. -0.273 2.06 0.467 0.735 0.765 0.951 0.999 0.843
E3SMv3 default 0161 [-] 282. 287. 287. 246. 287. -0.215 2.07 0.462 0.735 0.763 0.951 0.999 0.842
E3SMv3 default 0281 [-] 282. 287. 287. 246. 287. -0.174 2.03 0.487 0.735 0.767 0.950 0.999 0.844
E3SMv3 default 0311 [-] 282. 287. 287. 246. 287. -0.278 2.06 0.490 0.734 0.763 0.949 0.999 0.842
E3SMv3 highECS 0051 [-] 283. 287. 287. 247. 287. 0.585 2.20 0.517 0.730 0.765 0.945 0.995 0.840
E3SMv3 highECS 0111 [-] 283. 287. 287. 247. 287. 0.479 2.11 0.473 0.735 0.771 0.950 0.996 0.845
E3SMv3 highECS 0161 [-] 283. 287. 287. 247. 287. 0.449 2.13 0.483 0.736 0.765 0.948 0.997 0.842
E3SMv3 highECS 0281 [-] 283. 287. 287. 247. 287. 0.389 2.12 0.494 0.736 0.765 0.947 0.997 0.842
E3SMv3 highECS 0311 [-] 283. 287. 287. 247. 287. 0.398 2.13 0.518 0.734 0.768 0.946 0.997 0.843
E3SMv3 lowECS 0051 [-] 282. 286. 287. 246. 287. -0.546 2.14 0.471 0.718 0.761 0.949 0.998 0.837
E3SMv3 lowECS 0111 [-] 282. 286. 287. 246. 287. -0.673 2.16 0.459 0.715 0.759 0.949 0.998 0.836
E3SMv3 lowECS 0161 [-] 282. 286. 287. 246. 287. -0.721 2.14 0.437 0.715 0.762 0.952 0.999 0.838
E3SMv3 lowECS 0281 [-] 282. 286. 287. 246. 287. -0.577 2.10 0.451 0.718 0.764 0.950 0.998 0.839
E3SMv3 lowECS 0311 [-] 282. 286. 287. 246. 287. -0.645 2.14 0.469 0.720 0.757 0.950 0.999 0.837
IPSL-CM6A-LR [-] 282. 286. 287. 263. 295. -1.12 2.56 0.600 0.677 0.757 0.934 0.999 0.825
MIROC-ES2L [-] 285. 288. 287. 270. 295. 1.24 2.82 0.490 0.653 0.752 0.945 0.998 0.820
NorESM2-LM [-] 284. 288. 287. 264. 295. 0.822 2.57 0.588 0.698 0.747 0.943 1.00 0.827
UKESM1-0-LL [-] 282. 286. 287. 263. 296. -0.915 2.37 0.479 0.703 0.743 0.948 0.995 0.826
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 [-] 269.
CanESM5 [-] 269. 269. 268. 270. 282. 0.705 2.90 0.0885 0.865 0.852 0.994 0.996 0.912
E3SMv3 default 0051 [-] 269. 269. 269. 268. 271. 0.480 2.63 0.0619 0.900 0.841 0.996 0.999 0.915
E3SMv3 default 0111 [-] 269. 269. 269. 268. 271. 0.366 2.67 0.0733 0.896 0.839 0.995 0.999 0.914
E3SMv3 default 0161 [-] 269. 269. 269. 268. 271. 0.448 2.73 0.0677 0.897 0.835 0.995 0.999 0.912
E3SMv3 default 0281 [-] 269. 269. 269. 268. 271. 0.647 2.63 0.0646 0.896 0.844 0.996 1.00 0.916
E3SMv3 default 0311 [-] 269. 269. 269. 268. 271. 0.432 2.66 0.0663 0.899 0.838 0.996 0.999 0.914
E3SMv3 highECS 0051 [-] 271. 271. 269. 270. 271. 2.12 3.49 0.0816 0.828 0.830 0.995 0.996 0.896
E3SMv3 highECS 0111 [-] 270. 270. 269. 270. 271. 1.77 3.22 0.0662 0.849 0.834 0.996 0.996 0.902
E3SMv3 highECS 0161 [-] 270. 270. 269. 270. 271. 1.74 3.24 0.0917 0.851 0.832 0.994 0.997 0.901
E3SMv3 highECS 0281 [-] 270. 270. 269. 270. 271. 1.65 3.19 0.0613 0.856 0.830 0.996 0.997 0.902
E3SMv3 highECS 0311 [-] 270. 270. 269. 270. 271. 1.71 3.21 0.0860 0.851 0.832 0.994 0.998 0.901
E3SMv3 lowECS 0051 [-] 269. 269. 269. 269. 271. 0.464 2.70 0.0413 0.897 0.838 0.997 0.999 0.914
E3SMv3 lowECS 0111 [-] 269. 269. 269. 268. 271. 0.200 2.71 0.0432 0.899 0.835 0.997 0.999 0.913
E3SMv3 lowECS 0161 [-] 269. 269. 269. 268. 271. 0.0206 2.59 0.0440 0.905 0.841 0.997 0.999 0.917
E3SMv3 lowECS 0281 [-] 269. 269. 269. 268. 271. 0.319 2.58 0.0454 0.906 0.843 0.997 1.00 0.917
E3SMv3 lowECS 0311 [-] 269. 269. 269. 268. 271. 0.107 2.66 0.0384 0.904 0.837 0.997 0.999 0.915
IPSL-CM6A-LR [-] 270. 269. 269. 272. 283. 0.390 2.98 0.101 0.878 0.832 0.993 1.00 0.907
MIROC-ES2L [-] 270. 270. 268. 271. 282. 1.69 3.58 0.0540 0.820 0.838 0.996 0.991 0.897
NorESM2-LM [-] 270. 269. 269. 271. 283. 0.914 3.58 0.299 0.869 0.802 0.980 1.00 0.891
UKESM1-0-LL [-] 267. 266. 269. 268. 283. -2.41 3.47 0.0817 0.813 0.837 0.994 0.992 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 [-] 299.
CanESM5 [-] 300. 300. 299. 300. 1.45 3.09 1.24 0.166 0.208 0.817 0.889 0.457
E3SMv3 default 0051 [-] 298. 298. 299. 299. 301. -1.15 1.65 1.26 0.248 0.533 0.833 0.977 0.625
E3SMv3 default 0111 [-] 298. 298. 299. 299. 301. -1.07 1.59 1.20 0.268 0.537 0.844 0.979 0.633
E3SMv3 default 0161 [-] 298. 298. 299. 299. 301. -1.13 1.64 1.28 0.252 0.530 0.832 0.977 0.624
E3SMv3 default 0281 [-] 298. 298. 299. 299. 301. -1.12 1.62 1.12 0.259 0.541 0.859 0.978 0.636
E3SMv3 default 0311 [-] 298. 298. 299. 299. 301. -1.12 1.64 1.33 0.253 0.523 0.827 0.976 0.620
E3SMv3 highECS 0051 [-] 298. 298. 299. 300. 301. -0.595 1.30 1.29 0.393 0.537 0.822 0.986 0.655
E3SMv3 highECS 0111 [-] 298. 298. 299. 300. 301. -0.688 1.33 1.20 0.371 0.545 0.846 0.985 0.659
E3SMv3 highECS 0161 [-] 298. 298. 299. 300. 301. -0.642 1.33 1.30 0.382 0.512 0.822 0.985 0.643
E3SMv3 highECS 0281 [-] 298. 298. 299. 300. 301. -0.737 1.39 1.27 0.357 0.513 0.838 0.986 0.642
E3SMv3 highECS 0311 [-] 298. 298. 299. 300. 301. -0.735 1.36 1.18 0.360 0.538 0.848 0.985 0.654
E3SMv3 lowECS 0051 [-] 298. 298. 299. 299. 301. -0.905 1.50 1.42 0.347 0.471 0.804 0.998 0.618
E3SMv3 lowECS 0111 [-] 298. 298. 299. 299. 301. -0.996 1.55 1.40 0.327 0.466 0.810 0.998 0.613
E3SMv3 lowECS 0161 [-] 298. 298. 299. 299. 301. -0.962 1.52 1.34 0.332 0.479 0.816 0.998 0.621
E3SMv3 lowECS 0281 [-] 298. 298. 299. 299. 301. -0.949 1.50 1.32 0.337 0.485 0.820 0.998 0.625
E3SMv3 lowECS 0311 [-] 298. 298. 299. 299. 301. -0.875 1.49 1.38 0.356 0.462 0.815 0.998 0.619
IPSL-CM6A-LR [-] 298. 298. 299. 299. -1.09 1.59 1.38 0.287 0.546 0.815 0.975 0.634
MIROC-ES2L [-] 298. 298. 299. 299. -1.04 2.19 1.85 0.264 0.381 0.748 0.979 0.551
NorESM2-LM [-] 299. 299. 299. 300. -0.377 1.52 0.999 0.434 0.427 0.878 0.945 0.622
UKESM1-0-LL [-] 299. 299. 299. 300. 0.160 1.81 1.58 0.340 0.313 0.752 0.998 0.543
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 [-] 276.
CanESM5 [-] 279. 276. 276. 283. 285. 0.219 2.86 0.129 0.841 0.850 0.991 0.996 0.906
E3SMv3 default 0051 [-] 276. 276. 276. 282. 283. 0.0601 2.20 0.137 0.892 0.863 0.991 0.998 0.921
E3SMv3 default 0111 [-] 276. 276. 276. 282. 283. -0.106 2.25 0.130 0.889 0.859 0.991 0.998 0.919
E3SMv3 default 0161 [-] 276. 276. 276. 282. 283. -0.0125 2.27 0.135 0.892 0.856 0.991 0.998 0.919
E3SMv3 default 0281 [-] 276. 276. 276. 282. 283. 0.116 2.17 0.199 0.892 0.865 0.987 0.998 0.921
E3SMv3 default 0311 [-] 276. 276. 276. 282. 283. -0.103 2.23 0.134 0.891 0.860 0.991 0.997 0.920
E3SMv3 highECS 0051 [-] 278. 277. 276. 283. 283. 1.22 2.65 0.213 0.849 0.857 0.986 0.993 0.908
E3SMv3 highECS 0111 [-] 277. 277. 276. 283. 283. 1.03 2.48 0.160 0.861 0.862 0.989 0.995 0.914
E3SMv3 highECS 0161 [-] 277. 277. 276. 283. 283. 0.964 2.49 0.163 0.865 0.858 0.989 0.994 0.913
E3SMv3 highECS 0281 [-] 277. 277. 276. 283. 283. 0.926 2.49 0.124 0.867 0.856 0.992 0.995 0.913
E3SMv3 highECS 0311 [-] 277. 277. 276. 283. 283. 0.991 2.48 0.200 0.863 0.860 0.987 0.995 0.913
E3SMv3 lowECS 0051 [-] 276. 276. 276. 282. 283. -0.117 2.26 0.100 0.887 0.861 0.993 0.998 0.920
E3SMv3 lowECS 0111 [-] 276. 276. 276. 282. 283. -0.326 2.25 0.0989 0.890 0.859 0.993 0.997 0.920
E3SMv3 lowECS 0161 [-] 276. 276. 276. 282. 283. -0.370 2.21 0.0881 0.889 0.864 0.994 0.998 0.922
E3SMv3 lowECS 0281 [-] 276. 276. 276. 282. 283. -0.0888 2.15 0.0939 0.893 0.867 0.994 0.999 0.924
E3SMv3 lowECS 0311 [-] 276. 276. 276. 282. 283. -0.311 2.23 0.0939 0.891 0.861 0.994 0.998 0.921
IPSL-CM6A-LR [-] 279. 276. 276. 283. 286. -0.633 2.81 0.243 0.857 0.843 0.984 0.996 0.904
MIROC-ES2L [-] 280. 278. 276. 283. 285. 1.81 3.36 0.0875 0.799 0.853 0.994 0.997 0.899
NorESM2-LM [-] 280. 278. 276. 283. 286. 1.34 3.05 0.329 0.843 0.837 0.978 1.00 0.899
UKESM1-0-LL [-] 278. 275. 276. 282. 286. -1.52 2.77 0.154 0.839 0.851 0.990 0.996 0.905

Temporally integrated period mean

BENCHMARK MEAN
Data not available
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MODEL MEAN
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BIAS
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BIAS SCORE
Data not available
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RMSE
Data not available
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RMSE SCORE
Data not available
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
Data not available
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DIFFERENCE IN MAX MONTH
Data not available
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SEASONAL CYCLE SCORE
Data not available
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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
CanESM5
Data not available
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E3SMv3 default 0051
Data not available
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E3SMv3 default 0111
Data not available
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E3SMv3 default 0161
Data not available
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E3SMv3 default 0281
Data not available
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E3SMv3 default 0311
Data not available
Data not available
E3SMv3 highECS 0051
Data not available
Data not available
E3SMv3 highECS 0111
Data not available
Data not available
E3SMv3 highECS 0161
Data not available
Data not available
E3SMv3 highECS 0281
Data not available
Data not available
E3SMv3 highECS 0311
Data not available
Data not available
E3SMv3 lowECS 0051
Data not available
Data not available
E3SMv3 lowECS 0111
Data not available
Data not available
E3SMv3 lowECS 0161
Data not available
Data not available
E3SMv3 lowECS 0281
Data not available
Data not available
E3SMv3 lowECS 0311
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MIROC-ES2L
Data not available
Data not available
NorESM2-LM
Data not available
Data not available
UKESM1-0-LL
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 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/
2019-05-07: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-tas-cru.py

  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: 1980-01 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