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.
CTSM51_CRUJRA [-] 298. 298. 298. 300. 301. -0.0687 1.07 0.639 0.474 0.738 0.935 0.983 0.774
CTSM51_CRUJRA_FLDS [-] 298. 298. 298. 300. 301. -0.535 1.27 0.711 0.393 0.662 0.930 0.989 0.727
CTSM51_CRUNCEPV7 [-] 299. 299. 298. 300. 301. 0.410 0.943 0.536 0.553 0.772 0.942 0.998 0.807
CTSM51_GSWP3V1 [-] 299. 299. 298. 300. 301. 0.488 0.941 0.421 0.538 0.783 0.958 0.997 0.812
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 [-] 300.
CTSM51_CRUJRA [-] 300. 300. 300. 301. 300. 0.0774 1.26 0.327 0.722 0.722 0.975 0.985 0.825
CTSM51_CRUJRA_FLDS [-] 300. 300. 300. 301. 300. -0.532 1.45 0.411 0.665 0.699 0.970 0.960 0.799
CTSM51_CRUNCEPV7 [-] 301. 301. 300. 300. 300. 0.429 1.09 0.264 0.702 0.814 0.979 0.990 0.860
CTSM51_GSWP3V1 [-] 301. 301. 300. 300. 300. 0.447 1.08 0.235 0.704 0.820 0.981 0.980 0.861
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 [-] 295.
CTSM51_CRUJRA [-] 295. 295. 295. 297. 295. 0.105 1.16 0.440 0.646 0.828 0.946 0.998 0.849
CTSM51_CRUJRA_FLDS [-] 295. 295. 295. 296. 295. -0.340 1.27 0.448 0.628 0.781 0.945 1.00 0.827
CTSM51_CRUNCEPV7 [-] 296. 296. 295. 297. 295. 0.546 1.12 0.473 0.654 0.848 0.941 1.00 0.858
CTSM51_GSWP3V1 [-] 296. 296. 295. 297. 295. 0.564 1.09 0.350 0.661 0.850 0.959 0.999 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 [-] 262.
CTSM51_CRUJRA [-] 259. 259. 262. 263. 267. -2.21 3.20 0.0189 0.853 0.891 0.999 1.00 0.927
CTSM51_CRUJRA_FLDS [-] 260. 260. 262. 264. 267. -1.03 2.43 0.0189 0.901 0.900 0.999 0.993 0.938
CTSM51_CRUNCEPV7 [-] 259. 259. 262. 263. 267. -2.20 3.03 0.0345 0.854 0.901 0.998 0.997 0.930
CTSM51_GSWP3V1 [-] 261. 261. 262. 266. 267. 0.102 1.72 0.0335 0.918 0.939 0.998 0.999 0.959
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.
CTSM51_CRUJRA [-] 299. 299. 299. 300. 299. 0.100 1.23 1.08 0.282 0.650 0.840 0.984 0.681
CTSM51_CRUJRA_FLDS [-] 299. 298. 299. 299. 299. -0.386 1.21 1.26 0.279 0.651 0.808 1.00 0.677
CTSM51_CRUNCEPV7 [-] 299. 299. 299. 300. 299. 0.184 1.06 0.910 0.348 0.674 0.877 0.991 0.713
CTSM51_GSWP3V1 [-] 299. 299. 299. 300. 299. 0.380 1.01 0.780 0.341 0.742 0.886 0.872 0.716
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 [-] 271.
CTSM51_CRUJRA [-] 269. 269. 271. 273. 274. -2.14 2.68 0.0117 0.851 0.905 0.999 0.999 0.932
CTSM51_CRUJRA_FLDS [-] 270. 270. 271. 273. 274. -1.36 1.77 0.0117 0.900 0.943 0.999 0.997 0.957
CTSM51_CRUNCEPV7 [-] 270. 270. 271. 273. 274. -1.47 2.11 0.0102 0.889 0.914 0.999 0.997 0.943
CTSM51_GSWP3V1 [-] 271. 271. 271. 274. 274. -0.313 1.04 0.0110 0.947 0.956 0.999 1.00 0.972
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 [-] 281.
CTSM51_CRUJRA [-] 280. 280. 280. 287. 285. -0.458 2.05 0.0307 0.847 0.917 0.998 1.00 0.936
CTSM51_CRUJRA_FLDS [-] 280. 280. 280. 287. 285. -0.436 1.83 0.0255 0.860 0.928 0.998 0.999 0.943
CTSM51_CRUNCEPV7 [-] 280. 280. 280. 287. 285. -0.178 1.83 0.0359 0.864 0.928 0.998 1.00 0.944
CTSM51_GSWP3V1 [-] 281. 280. 280. 287. 285. 0.302 1.62 0.0344 0.871 0.945 0.998 1.00 0.952
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 [-] 297.
CTSM51_CRUJRA [-] 297. 297. 297. 300. 299. 0.0768 1.67 0.231 0.691 0.845 0.978 0.992 0.870
CTSM51_CRUJRA_FLDS [-] 296. 296. 297. 300. 299. -0.438 1.70 0.238 0.706 0.828 0.978 0.989 0.866
CTSM51_CRUNCEPV7 [-] 297. 297. 297. 300. 299. 0.0683 1.58 0.254 0.708 0.853 0.974 0.993 0.876
CTSM51_GSWP3V1 [-] 297. 297. 297. 300. 299. 0.0434 1.54 0.251 0.717 0.849 0.976 0.998 0.878
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.
CTSM51_CRUJRA [-] 261. 261. 264. 263. 265. -2.62 3.16 0.0431 0.838 0.898 0.997 1.00 0.926
CTSM51_CRUJRA_FLDS [-] 263. 263. 264. 264. 265. -1.53 2.17 0.0211 0.897 0.917 0.999 1.00 0.946
CTSM51_CRUNCEPV7 [-] 261. 262. 264. 262. 265. -2.51 3.08 0.0219 0.847 0.890 0.999 0.992 0.924
CTSM51_GSWP3V1 [-] 264. 264. 264. 265. 265. -0.289 1.12 0.0222 0.947 0.952 0.999 0.999 0.970
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 [-] 295.
CTSM51_CRUJRA [-] 295. 295. 295. 293. 294. -0.113 0.846 0.112 0.863 0.912 0.992 1.00 0.936
CTSM51_CRUJRA_FLDS [-] 295. 295. 295. 293. 294. -0.265 0.874 0.115 0.860 0.915 0.992 0.999 0.936
CTSM51_CRUNCEPV7 [-] 295. 295. 295. 293. 294. 0.164 0.756 0.131 0.874 0.921 0.991 1.00 0.941
CTSM51_GSWP3V1 [-] 295. 295. 295. 293. 294. 0.431 0.835 0.112 0.863 0.913 0.992 0.999 0.936
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 [-] 282.
CTSM51_CRUJRA [-] 280. 280. 282. 284. 283. -1.10 2.02 0.0931 0.803 0.865 0.994 0.984 0.902
CTSM51_CRUJRA_FLDS [-] 281. 281. 282. 284. 283. -0.600 1.41 0.0974 0.846 0.921 0.993 0.999 0.936
CTSM51_CRUNCEPV7 [-] 281. 281. 282. 284. 283. -0.500 1.57 0.116 0.848 0.890 0.992 0.985 0.921
CTSM51_GSWP3V1 [-] 282. 281. 282. 284. 283. -0.00239 1.30 0.111 0.861 0.918 0.993 0.998 0.937
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.
CTSM51_CRUJRA [-] 285. 286. 287. 277. 290. -0.666 1.86 0.248 0.747 0.851 0.972 0.993 0.883
CTSM51_CRUJRA_FLDS [-] 285. 286. 287. 277. 290. -0.730 1.67 0.263 0.743 0.852 0.971 0.997 0.883
CTSM51_CRUNCEPV7 [-] 281. 286. 287. 246. 290. -0.368 1.62 0.211 0.768 0.876 0.977 0.993 0.898
CTSM51_GSWP3V1 [-] 282. 287. 287. 250. 290. 0.160 1.29 0.195 0.787 0.892 0.979 0.999 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 [-] 296.
CTSM51_CRUJRA [-] 296. 296. 296. 296. 295. 0.0827 1.58 0.304 0.829 0.880 0.977 0.999 0.913
CTSM51_CRUJRA_FLDS [-] 295. 295. 296. 296. 295. -0.622 1.68 0.327 0.807 0.892 0.974 1.00 0.913
CTSM51_CRUNCEPV7 [-] 296. 296. 296. 295. 294. 0.124 1.23 0.192 0.860 0.921 0.986 1.00 0.937
CTSM51_GSWP3V1 [-] 296. 296. 296. 295. 294. 0.102 1.20 0.229 0.864 0.921 0.982 0.999 0.937
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 [-] 265.
CTSM51_CRUJRA [-] 263. 263. 265. 261. 268. -2.29 2.93 0.0232 0.835 0.890 0.998 0.995 0.922
CTSM51_CRUJRA_FLDS [-] 264. 264. 265. 262. 268. -1.30 2.11 0.0105 0.891 0.901 0.999 0.995 0.937
CTSM51_CRUNCEPV7 [-] 263. 263. 265. 261. 268. -2.22 2.98 0.0295 0.840 0.876 0.998 0.984 0.915
CTSM51_GSWP3V1 [-] 265. 265. 265. 265. 268. -0.0276 1.49 0.0340 0.918 0.933 0.998 1.00 0.957
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 [-] 296.
CTSM51_CRUJRA [-] 295. 295. 296. 298. 299. 0.119 1.81 0.331 0.589 0.816 0.974 0.992 0.837
CTSM51_CRUJRA_FLDS [-] 295. 294. 296. 298. 299. -0.369 1.77 0.358 0.597 0.818 0.972 0.994 0.840
CTSM51_CRUNCEPV7 [-] 295. 295. 296. 298. 299. 0.0846 1.68 0.415 0.611 0.821 0.960 0.997 0.842
CTSM51_GSWP3V1 [-] 296. 295. 296. 298. 299. 0.427 1.63 0.344 0.612 0.833 0.969 0.999 0.849
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 [-] 286.
CTSM51_CRUJRA [-] 285. 285. 286. 293. 289. -0.840 1.27 0.0434 0.891 0.928 0.997 0.995 0.948
CTSM51_CRUJRA_FLDS [-] 285. 285. 286. 293. 289. -0.689 0.987 0.0434 0.902 0.959 0.997 1.00 0.963
CTSM51_CRUNCEPV7 [-] 286. 286. 286. 293. 289. -0.274 1.07 0.0413 0.910 0.933 0.997 0.992 0.953
CTSM51_GSWP3V1 [-] 286. 286. 286. 294. 289. 0.224 0.834 0.0335 0.918 0.956 0.998 0.998 0.965
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 [-] 275.
CTSM51_CRUJRA [-] 273. 272. 275. 276. 279. -1.80 2.45 0.0577 0.836 0.874 0.996 0.979 0.912
CTSM51_CRUJRA_FLDS [-] 273. 273. 275. 277. 279. -1.02 1.56 0.0663 0.888 0.920 0.996 0.992 0.943
CTSM51_CRUNCEPV7 [-] 273. 273. 274. 277. 279. -1.25 1.95 0.0529 0.874 0.893 0.996 0.983 0.928
CTSM51_GSWP3V1 [-] 274. 274. 274. 278. 279. -0.0905 1.07 0.0495 0.922 0.939 0.997 0.996 0.959
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 [-] 284.
CTSM51_CRUJRA [-] 283. 283. 284. 286. 289. -0.652 2.07 0.0489 0.825 0.877 0.997 0.992 0.914
CTSM51_CRUJRA_FLDS [-] 283. 283. 284. 286. 289. -0.582 1.76 0.0538 0.837 0.909 0.996 0.999 0.930
CTSM51_CRUNCEPV7 [-] 283. 283. 284. 286. 289. -0.337 1.84 0.0458 0.836 0.900 0.997 0.994 0.926
CTSM51_GSWP3V1 [-] 284. 284. 284. 288. 289. 0.406 1.58 0.0458 0.843 0.926 0.997 0.999 0.938
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.
CTSM51_CRUJRA [-] 299. 299. 299. 300. 300. -0.0942 1.13 0.826 0.518 0.743 0.879 0.984 0.773
CTSM51_CRUJRA_FLDS [-] 298. 298. 299. 300. 300. -0.744 1.41 0.819 0.352 0.680 0.887 0.999 0.719
CTSM51_CRUNCEPV7 [-] 299. 299. 299. 300. 300. 0.209 1.02 0.530 0.513 0.801 0.928 0.997 0.808
CTSM51_GSWP3V1 [-] 299. 299. 299. 300. 300. 0.265 0.961 0.553 0.555 0.785 0.926 0.999 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 [-] 296.
CTSM51_CRUJRA [-] 296. 296. 296. 295. 297. -0.0502 0.952 0.449 0.722 0.835 0.944 0.999 0.867
CTSM51_CRUJRA_FLDS [-] 295. 295. 296. 295. 297. -0.417 0.978 0.465 0.708 0.829 0.944 1.00 0.862
CTSM51_CRUNCEPV7 [-] 296. 296. 296. 295. 297. 0.326 0.861 0.375 0.721 0.873 0.953 0.998 0.884
CTSM51_GSWP3V1 [-] 296. 296. 296. 295. 297. 0.425 0.849 0.349 0.720 0.878 0.956 0.999 0.886
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 [-] 284.
CTSM51_CRUJRA [-] 284. 284. 284. 288. 284. 0.423 2.59 0.328 0.574 0.796 0.960 0.997 0.825
CTSM51_CRUJRA_FLDS [-] 284. 284. 284. 288. 284. 0.268 2.56 0.357 0.579 0.782 0.958 0.998 0.820
CTSM51_CRUNCEPV7 [-] 284. 284. 284. 287. 284. 0.0766 2.44 0.315 0.595 0.818 0.960 0.997 0.838
CTSM51_GSWP3V1 [-] 285. 284. 284. 288. 284. 0.643 2.44 0.259 0.588 0.830 0.966 0.999 0.842

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
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BIAS
Data not available
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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
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
CTSM51_CRUJRA
Data not available
Data not available
CTSM51_CRUJRA_FLDS
Data not available
Data not available
CTSM51_CRUNCEPV7
Data not available
Data not available
CTSM51_GSWP3V1
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