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 [-] 293.
CTSM51_CRUJRA [-] 295. 295. 293. 297. 296. 2.12 2.29 0.687 0.157 0.688 0.927 1.00 0.692
CTSM51_CRUJRA_FLDS [-] 295. 294. 293. 297. 296. 1.70 1.91 0.753 0.219 0.644 0.919 0.998 0.685
CTSM51_CRUNCEPV7 [-] 295. 295. 293. 298. 296. 2.47 2.61 0.715 0.121 0.680 0.922 1.00 0.681
CTSM51_GSWP3V1 [-] 294. 294. 293. 297. 296. 1.24 1.57 0.609 0.281 0.667 0.933 1.00 0.710
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 [-] 293.
CTSM51_CRUJRA [-] 295. 295. 293. 298. 294. 2.39 2.66 0.318 0.421 0.761 0.972 0.972 0.778
CTSM51_CRUJRA_FLDS [-] 295. 295. 293. 298. 294. 1.76 2.22 0.379 0.512 0.747 0.967 0.931 0.781
CTSM51_CRUNCEPV7 [-] 295. 295. 293. 297. 294. 1.69 2.41 0.417 0.508 0.712 0.956 0.954 0.768
CTSM51_GSWP3V1 [-] 294. 294. 293. 297. 294. 1.13 1.58 0.308 0.605 0.823 0.972 0.975 0.840
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 [-] 289.
CTSM51_CRUJRA [-] 291. 291. 289. 294. 290. 2.48 2.72 0.620 0.427 0.833 0.928 1.00 0.804
CTSM51_CRUJRA_FLDS [-] 290. 290. 289. 293. 290. 1.94 2.22 0.600 0.498 0.841 0.930 1.00 0.822
CTSM51_CRUNCEPV7 [-] 291. 291. 289. 294. 290. 2.69 2.86 0.753 0.407 0.832 0.905 0.996 0.795
CTSM51_GSWP3V1 [-] 290. 289. 289. 293. 290. 1.22 1.61 0.531 0.597 0.872 0.938 0.999 0.856
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 257.
CTSM51_CRUJRA [-] 256. 256. 257. 260. 263. -0.455 2.41 0.0345 0.895 0.909 0.998 0.975 0.937
CTSM51_CRUJRA_FLDS [-] 257. 257. 257. 261. 263. 0.798 2.28 0.0299 0.902 0.917 0.998 0.958 0.938
CTSM51_CRUNCEPV7 [-] 255. 255. 257. 260. 263. -0.744 2.24 0.0653 0.899 0.912 0.996 0.999 0.944
CTSM51_GSWP3V1 [-] 257. 256. 257. 262. 263. 0.506 1.81 0.0453 0.907 0.942 0.997 0.998 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 [-] 294.
CTSM51_CRUJRA [-] 297. 296. 294. 297. 295. 2.60 2.92 1.80 0.0868 0.643 0.716 0.962 0.610
CTSM51_CRUJRA_FLDS [-] 296. 296. 294. 297. 295. 2.08 2.40 1.78 0.146 0.626 0.732 0.869 0.600
CTSM51_CRUNCEPV7 [-] 297. 297. 294. 298. 295. 3.41 3.56 1.78 0.0440 0.628 0.727 0.862 0.578
CTSM51_GSWP3V1 [-] 296. 296. 294. 297. 295. 1.75 2.15 1.40 0.171 0.715 0.783 0.887 0.654
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 [-] 266.
CTSM51_CRUJRA [-] 265. 265. 266. 270. 270. -0.546 1.90 0.0292 0.905 0.910 0.998 0.991 0.943
CTSM51_CRUJRA_FLDS [-] 266. 266. 266. 270. 270. 0.207 1.37 0.0282 0.934 0.942 0.998 0.994 0.962
CTSM51_CRUNCEPV7 [-] 265. 265. 266. 270. 270. -0.135 1.75 0.0314 0.914 0.919 0.998 0.994 0.949
CTSM51_GSWP3V1 [-] 265. 265. 266. 270. 270. -0.219 1.22 0.0275 0.932 0.953 0.998 0.997 0.967
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 [-] 274.
CTSM51_CRUJRA [-] 275. 275. 274. 284. 280. 1.07 2.39 0.0294 0.825 0.910 0.998 0.999 0.928
CTSM51_CRUJRA_FLDS [-] 275. 275. 274. 284. 280. 1.07 2.12 0.0202 0.840 0.926 0.999 1.00 0.938
CTSM51_CRUNCEPV7 [-] 275. 275. 274. 285. 280. 0.900 2.40 0.0344 0.832 0.897 0.998 1.00 0.925
CTSM51_GSWP3V1 [-] 275. 275. 274. 284. 280. 0.758 1.91 0.0270 0.845 0.942 0.998 1.00 0.946
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 [-] 291.
CTSM51_CRUJRA [-] 293. 292. 291. 298. 295. 1.77 2.67 0.357 0.549 0.849 0.969 0.989 0.841
CTSM51_CRUJRA_FLDS [-] 292. 292. 291. 297. 295. 1.24 2.37 0.359 0.600 0.845 0.970 0.984 0.849
CTSM51_CRUNCEPV7 [-] 292. 292. 291. 298. 295. 1.25 2.45 0.360 0.588 0.835 0.971 0.982 0.842
CTSM51_GSWP3V1 [-] 292. 291. 291. 297. 295. 0.848 1.94 0.304 0.655 0.877 0.975 0.994 0.876
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 260.
CTSM51_CRUJRA [-] 258. 258. 260. 260. 261. -1.33 2.25 0.0463 0.897 0.906 0.997 0.993 0.940
CTSM51_CRUJRA_FLDS [-] 259. 259. 260. 261. 261. -0.334 1.67 0.0330 0.931 0.921 0.998 0.992 0.953
CTSM51_CRUNCEPV7 [-] 258. 258. 259. 259. 261. -1.56 2.23 0.0156 0.897 0.910 0.999 0.999 0.943
CTSM51_GSWP3V1 [-] 259. 259. 259. 262. 261. -0.442 1.31 0.0220 0.931 0.952 0.999 0.999 0.967
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 [-] 288.
CTSM51_CRUJRA [-] 290. 290. 288. 289. 289. 1.84 2.00 0.195 0.669 0.907 0.985 1.00 0.893
CTSM51_CRUJRA_FLDS [-] 289. 289. 288. 289. 289. 1.71 1.87 0.187 0.687 0.915 0.986 1.00 0.901
CTSM51_CRUNCEPV7 [-] 290. 290. 288. 290. 289. 2.45 2.53 0.207 0.599 0.898 0.985 0.998 0.876
CTSM51_GSWP3V1 [-] 289. 289. 288. 289. 289. 1.22 1.38 0.147 0.759 0.932 0.990 1.00 0.922
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 [-] 278.
CTSM51_CRUJRA [-] 277. 277. 278. 281. 279. 0.165 2.03 0.186 0.791 0.840 0.988 0.973 0.886
CTSM51_CRUJRA_FLDS [-] 278. 278. 278. 281. 279. 0.655 1.60 0.175 0.804 0.906 0.988 0.996 0.920
CTSM51_CRUNCEPV7 [-] 277. 277. 278. 281. 279. 0.519 1.82 0.186 0.791 0.879 0.987 0.971 0.902
CTSM51_GSWP3V1 [-] 277. 277. 278. 281. 279. 0.200 1.46 0.192 0.810 0.932 0.987 0.988 0.930
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 [-] 281. 282. 281. 276. 285. 1.35 2.45 0.390 0.630 0.852 0.952 0.994 0.856
CTSM51_CRUJRA_FLDS [-] 281. 282. 281. 276. 285. 1.24 2.09 0.381 0.668 0.864 0.955 0.998 0.870
CTSM51_CRUNCEPV7 [-] 277. 281. 281. 242. 285. 1.20 2.45 0.398 0.633 0.847 0.952 0.994 0.854
CTSM51_GSWP3V1 [-] 277. 281. 281. 246. 285. 0.773 1.69 0.290 0.712 0.892 0.967 0.998 0.892
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 [-] 289.
CTSM51_CRUJRA [-] 291. 291. 289. 292. 289. 1.93 2.44 0.294 0.702 0.878 0.978 0.998 0.887
CTSM51_CRUJRA_FLDS [-] 290. 290. 289. 291. 289. 1.07 1.83 0.424 0.788 0.884 0.963 1.00 0.904
CTSM51_CRUNCEPV7 [-] 289. 289. 289. 291. 289. 0.299 1.89 0.347 0.772 0.889 0.972 0.996 0.904
CTSM51_GSWP3V1 [-] 289. 289. 289. 291. 289. 0.399 1.38 0.307 0.836 0.915 0.974 1.00 0.928
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Benchmark Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (complement) [K]
Bias [K]
RMSE [K]
Phase Shift [months]
Bias Score [1]
RMSE Score [1]
Seasonal Cycle Score [1]
Spatial Distribution Score [1]
Overall Score [1]
Benchmark [-] 260.
CTSM51_CRUJRA [-] 260. 260. 260. 259. 264. -0.651 1.77 0.0660 0.916 0.915 0.996 0.992 0.946
CTSM51_CRUJRA_FLDS [-] 261. 261. 260. 260. 264. 0.255 1.54 0.0596 0.926 0.924 0.996 0.991 0.952
CTSM51_CRUNCEPV7 [-] 259. 259. 260. 258. 264. -1.10 2.24 0.0652 0.890 0.898 0.996 0.964 0.929
CTSM51_GSWP3V1 [-] 260. 260. 260. 262. 264. 0.381 1.59 0.0587 0.911 0.935 0.996 0.995 0.954
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 [-] 289.
CTSM51_CRUJRA [-] 291. 290. 289. 295. 294. 3.03 3.52 0.418 0.372 0.811 0.964 0.999 0.791
CTSM51_CRUJRA_FLDS [-] 291. 290. 289. 295. 294. 2.50 3.05 0.395 0.418 0.822 0.968 1.00 0.806
CTSM51_CRUNCEPV7 [-] 291. 290. 289. 296. 294. 3.14 3.66 0.560 0.356 0.786 0.948 0.986 0.773
CTSM51_GSWP3V1 [-] 290. 289. 289. 294. 294. 1.78 2.56 0.386 0.483 0.836 0.968 0.997 0.824
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 [-] 280.
CTSM51_CRUJRA [-] 282. 281. 280. 290. 284. 1.71 2.02 0.0510 0.808 0.929 0.997 0.993 0.931
CTSM51_CRUJRA_FLDS [-] 282. 282. 280. 289. 284. 1.84 2.00 0.0601 0.803 0.944 0.996 0.999 0.937
CTSM51_CRUNCEPV7 [-] 282. 281. 280. 291. 284. 1.84 2.10 0.0611 0.796 0.933 0.996 0.979 0.928
CTSM51_GSWP3V1 [-] 281. 281. 280. 289. 284. 1.21 1.45 0.0416 0.854 0.948 0.997 0.997 0.949
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.
CTSM51_CRUJRA [-] 269. 269. 269. 273. 275. 0.196 1.79 0.0483 0.895 0.882 0.997 0.989 0.929
CTSM51_CRUJRA_FLDS [-] 270. 270. 269. 274. 275. 1.04 1.66 0.0621 0.876 0.921 0.996 0.996 0.942
CTSM51_CRUNCEPV7 [-] 269. 269. 269. 274. 275. 0.342 1.54 0.0470 0.900 0.906 0.997 0.987 0.939
CTSM51_GSWP3V1 [-] 269. 269. 269. 274. 275. 0.556 1.32 0.0630 0.898 0.933 0.996 0.993 0.950
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.
CTSM51_CRUJRA [-] 278. 278. 276. 284. 282. 2.26 2.97 0.0430 0.715 0.871 0.997 0.997 0.890
CTSM51_CRUJRA_FLDS [-] 278. 278. 276. 284. 282. 2.36 2.82 0.0441 0.713 0.903 0.997 1.00 0.903
CTSM51_CRUNCEPV7 [-] 277. 277. 276. 283. 282. 1.76 2.57 0.0480 0.749 0.874 0.997 1.00 0.899
CTSM51_GSWP3V1 [-] 277. 277. 276. 284. 282. 1.69 2.28 0.0539 0.760 0.913 0.996 1.00 0.917
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 [-] 294.
CTSM51_CRUJRA [-] 296. 296. 294. 298. 295. 2.45 2.92 2.25 0.102 0.725 0.644 0.988 0.637
CTSM51_CRUJRA_FLDS [-] 296. 295. 294. 297. 295. 1.77 2.23 1.84 0.171 0.743 0.719 1.00 0.675
CTSM51_CRUNCEPV7 [-] 297. 297. 294. 298. 295. 2.78 3.14 1.83 0.0798 0.698 0.722 0.999 0.639
CTSM51_GSWP3V1 [-] 295. 295. 294. 297. 295. 1.35 1.79 1.08 0.250 0.777 0.840 0.995 0.728
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 [-] 290.
CTSM51_CRUJRA [-] 292. 292. 290. 292. 293. 2.19 2.40 0.630 0.437 0.838 0.921 0.999 0.807
CTSM51_CRUJRA_FLDS [-] 292. 292. 290. 292. 293. 1.83 2.08 0.622 0.486 0.848 0.921 1.00 0.821
CTSM51_CRUNCEPV7 [-] 293. 293. 290. 293. 293. 2.72 2.89 0.792 0.364 0.814 0.889 0.994 0.775
CTSM51_GSWP3V1 [-] 291. 291. 290. 292. 293. 1.25 1.50 0.536 0.584 0.877 0.930 0.999 0.853
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 [-] 278.
CTSM51_CRUJRA [-] 280. 280. 278. 284. 280. 2.48 3.72 0.239 0.454 0.793 0.981 0.989 0.802
CTSM51_CRUJRA_FLDS [-] 280. 279. 278. 284. 280. 2.32 3.66 0.233 0.452 0.805 0.982 0.987 0.806
CTSM51_CRUNCEPV7 [-] 280. 280. 278. 284. 280. 2.41 3.69 0.247 0.442 0.807 0.976 0.998 0.806
CTSM51_GSWP3V1 [-] 279. 279. 278. 284. 280. 1.67 3.08 0.133 0.515 0.856 0.989 0.999 0.843

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
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/
2019-05-06: 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