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 [-] 304.
CanESM5 [-] 302. 303. 304. 301. 305. -0.496 2.24 0.916 0.398 0.468 0.881 0.979 0.639
E3SMv3 default 0051 [-] 303. 303. 304. 302. 304. -1.00 1.68 0.900 0.518 0.537 0.885 0.986 0.693
E3SMv3 default 0111 [-] 303. 303. 304. 302. 304. -0.975 1.61 0.930 0.521 0.560 0.873 0.986 0.700
E3SMv3 default 0161 [-] 303. 303. 304. 302. 304. -0.974 1.64 0.870 0.522 0.551 0.889 0.986 0.700
E3SMv3 default 0281 [-] 303. 303. 304. 302. 304. -1.04 1.70 0.927 0.511 0.535 0.882 0.985 0.690
E3SMv3 default 0311 [-] 303. 303. 304. 302. 304. -1.03 1.70 0.909 0.510 0.536 0.883 0.987 0.691
E3SMv3 highECS 0051 [-] 303. 303. 304. 302. 304. -1.03 1.77 1.14 0.521 0.529 0.840 0.997 0.683
E3SMv3 highECS 0111 [-] 303. 303. 304. 302. 304. -1.01 1.74 1.04 0.524 0.533 0.856 0.997 0.689
E3SMv3 highECS 0161 [-] 303. 303. 304. 302. 304. -1.05 1.74 1.04 0.520 0.544 0.865 0.996 0.694
E3SMv3 highECS 0281 [-] 303. 303. 304. 302. 304. -1.08 1.74 0.977 0.510 0.546 0.866 0.998 0.693
E3SMv3 highECS 0311 [-] 303. 303. 304. 302. 304. -1.14 1.80 0.992 0.505 0.533 0.859 0.996 0.685
E3SMv3 lowECS 0051 [-] 302. 302. 304. 302. 304. -1.95 2.26 0.921 0.336 0.564 0.879 0.966 0.662
E3SMv3 lowECS 0111 [-] 302. 302. 304. 302. 304. -2.00 2.32 1.00 0.327 0.550 0.867 0.965 0.652
E3SMv3 lowECS 0161 [-] 302. 302. 304. 302. 304. -1.96 2.27 0.889 0.334 0.564 0.892 0.968 0.664
E3SMv3 lowECS 0281 [-] 302. 302. 304. 302. 304. -1.99 2.30 0.996 0.328 0.562 0.877 0.963 0.659
E3SMv3 lowECS 0311 [-] 302. 302. 304. 302. 304. -1.92 2.27 1.01 0.343 0.542 0.869 0.964 0.652
IPSL-CM6A-LR [-] 300. 300. 304. 299. 306. -3.70 3.89 0.980 0.137 0.524 0.866 0.994 0.609
MIROC-ES2L [-] 301. 302. 304. 300. 305. -1.84 2.73 1.17 0.324 0.542 0.836 0.970 0.642
UKESM1-0-LL [-] 302. 304. 304. 300. 306. 0.160 1.65 0.738 0.524 0.545 0.927 0.995 0.707
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 [-] 304.
CanESM5 [-] 302. 302. 304. 302. -2.08 2.25 2.44 0.0972 0.465 0.602 0.984 0.523
E3SMv3 default 0051 [-] 302. 302. 304. 302. 304. -1.69 1.86 2.22 0.151 0.507 0.661 0.976 0.560
E3SMv3 default 0111 [-] 302. 302. 304. 302. 304. -1.68 1.85 1.62 0.155 0.510 0.764 0.975 0.583
E3SMv3 default 0161 [-] 302. 302. 304. 302. 304. -1.68 1.86 2.16 0.155 0.504 0.665 0.971 0.560
E3SMv3 default 0281 [-] 302. 302. 304. 302. 304. -1.71 1.88 2.04 0.151 0.497 0.681 0.969 0.559
E3SMv3 default 0311 [-] 302. 302. 304. 302. 304. -1.72 1.89 2.09 0.150 0.503 0.670 0.969 0.559
E3SMv3 highECS 0051 [-] 302. 302. 304. 303. 304. -1.65 1.85 2.60 0.166 0.474 0.582 0.935 0.526
E3SMv3 highECS 0111 [-] 302. 302. 304. 302. 304. -1.69 1.88 2.25 0.160 0.495 0.637 0.936 0.545
E3SMv3 highECS 0161 [-] 302. 302. 304. 302. 304. -1.68 1.88 2.41 0.161 0.480 0.612 0.934 0.533
E3SMv3 highECS 0281 [-] 302. 302. 304. 302. 304. -1.78 1.96 2.78 0.145 0.474 0.546 0.930 0.514
E3SMv3 highECS 0311 [-] 302. 302. 304. 302. 304. -1.71 1.89 2.58 0.157 0.496 0.584 0.931 0.533
E3SMv3 lowECS 0051 [-] 302. 302. 304. 302. 304. -2.29 2.42 2.39 0.0947 0.467 0.629 0.887 0.509
E3SMv3 lowECS 0111 [-] 302. 302. 304. 302. 304. -2.31 2.43 2.25 0.0926 0.472 0.657 0.889 0.517
E3SMv3 lowECS 0161 [-] 302. 302. 304. 302. 304. -2.32 2.44 2.20 0.0918 0.480 0.671 0.889 0.523
E3SMv3 lowECS 0281 [-] 302. 301. 304. 302. 304. -2.34 2.46 2.34 0.0896 0.467 0.625 0.892 0.508
E3SMv3 lowECS 0311 [-] 302. 302. 304. 302. 304. -2.29 2.41 2.35 0.0952 0.469 0.645 0.888 0.513
IPSL-CM6A-LR [-] 301. 300. 304. 301. -3.82 3.85 2.55 0.0212 0.561 0.576 0.868 0.517
MIROC-ES2L [-] 301. 301. 304. 301. -2.85 2.95 1.45 0.0555 0.421 0.788 0.896 0.516
UKESM1-0-LL [-] 302. 302. 304. 302. -2.00 2.22 1.63 0.119 0.428 0.761 0.999 0.547
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.
CanESM5 [-] 288. 292. 293. 267. 302. -0.312 3.03 0.610 0.665 0.670 0.928 0.999 0.786
E3SMv3 default 0051 [-] 287. 291. 293. 249. 292. -1.28 2.62 0.538 0.685 0.734 0.942 1.00 0.819
E3SMv3 default 0111 [-] 287. 291. 293. 249. 292. -1.34 2.65 0.520 0.684 0.735 0.945 1.00 0.820
E3SMv3 default 0161 [-] 287. 291. 293. 249. 292. -1.29 2.64 0.512 0.685 0.731 0.944 1.00 0.818
E3SMv3 default 0281 [-] 287. 291. 293. 249. 292. -1.25 2.61 0.537 0.687 0.734 0.944 1.00 0.820
E3SMv3 default 0311 [-] 287. 291. 293. 249. 292. -1.35 2.67 0.539 0.682 0.730 0.942 1.00 0.817
E3SMv3 highECS 0051 [-] 288. 292. 293. 250. 292. -0.651 2.60 0.593 0.698 0.729 0.935 0.997 0.818
E3SMv3 highECS 0111 [-] 288. 292. 293. 250. 292. -0.756 2.53 0.557 0.701 0.736 0.940 0.998 0.822
E3SMv3 highECS 0161 [-] 287. 292. 293. 250. 292. -0.785 2.58 0.568 0.699 0.729 0.938 0.998 0.819
E3SMv3 highECS 0281 [-] 287. 292. 293. 250. 292. -0.832 2.57 0.562 0.698 0.731 0.937 0.998 0.819
E3SMv3 highECS 0311 [-] 287. 292. 293. 250. 292. -0.839 2.59 0.586 0.693 0.733 0.937 0.998 0.819
E3SMv3 lowECS 0051 [-] 287. 291. 293. 249. 292. -1.57 2.79 0.505 0.650 0.735 0.945 0.999 0.813
E3SMv3 lowECS 0111 [-] 287. 291. 293. 249. 292. -1.70 2.85 0.499 0.644 0.732 0.945 0.999 0.811
E3SMv3 lowECS 0161 [-] 286. 291. 293. 248. 292. -1.73 2.83 0.486 0.644 0.736 0.947 1.00 0.813
E3SMv3 lowECS 0281 [-] 287. 291. 293. 249. 292. -1.60 2.76 0.496 0.650 0.736 0.945 0.999 0.814
E3SMv3 lowECS 0311 [-] 287. 291. 293. 249. 292. -1.66 2.82 0.510 0.648 0.730 0.945 1.00 0.811
IPSL-CM6A-LR [-] 286. 290. 293. 266. 302. -2.91 3.88 0.610 0.528 0.738 0.932 0.995 0.786
MIROC-ES2L [-] 289. 292. 293. 272. 302. -0.117 3.22 0.508 0.618 0.726 0.942 1.00 0.802
UKESM1-0-LL [-] 287. 291. 293. 266. 302. -1.66 2.97 0.527 0.644 0.720 0.941 0.993 0.804
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 [-] 273.
CanESM5 [-] 272. 273. 273. 271. 286. -0.510 3.12 0.0912 0.865 0.830 0.994 0.991 0.902
E3SMv3 default 0051 [-] 273. 273. 273. 270. 274. -0.606 3.00 0.0938 0.884 0.826 0.994 0.996 0.905
E3SMv3 default 0111 [-] 273. 273. 273. 270. 274. -0.706 3.07 0.0845 0.876 0.824 0.994 0.997 0.903
E3SMv3 default 0161 [-] 273. 273. 273. 271. 274. -0.648 3.08 0.0774 0.878 0.822 0.995 0.998 0.903
E3SMv3 default 0281 [-] 273. 273. 273. 271. 274. -0.451 2.98 0.0687 0.885 0.827 0.995 0.996 0.906
E3SMv3 default 0311 [-] 273. 273. 273. 271. 274. -0.666 3.03 0.0738 0.881 0.824 0.995 0.998 0.905
E3SMv3 highECS 0051 [-] 274. 274. 273. 273. 274. 0.913 3.41 0.0875 0.856 0.817 0.994 1.00 0.897
E3SMv3 highECS 0111 [-] 274. 274. 273. 272. 274. 0.575 3.25 0.0842 0.867 0.820 0.994 1.00 0.900
E3SMv3 highECS 0161 [-] 274. 274. 273. 272. 274. 0.556 3.26 0.104 0.869 0.818 0.993 0.999 0.899
E3SMv3 highECS 0281 [-] 274. 274. 273. 272. 274. 0.466 3.24 0.0670 0.873 0.817 0.995 0.999 0.900
E3SMv3 highECS 0311 [-] 274. 274. 273. 272. 274. 0.523 3.26 0.109 0.871 0.817 0.993 0.999 0.899
E3SMv3 lowECS 0051 [-] 273. 273. 273. 271. 274. -0.476 2.94 0.0474 0.884 0.831 0.997 0.997 0.908
E3SMv3 lowECS 0111 [-] 273. 273. 273. 271. 274. -0.733 3.02 0.0527 0.878 0.827 0.996 0.997 0.905
E3SMv3 lowECS 0161 [-] 272. 272. 273. 270. 274. -0.893 2.94 0.0486 0.879 0.833 0.997 0.996 0.908
E3SMv3 lowECS 0281 [-] 273. 273. 273. 270. 274. -0.612 2.86 0.0573 0.889 0.835 0.996 0.996 0.910
E3SMv3 lowECS 0311 [-] 272. 272. 273. 270. 274. -0.821 2.99 0.0479 0.880 0.829 0.997 0.996 0.906
IPSL-CM6A-LR [-] 273. 273. 273. 273. 286. -0.705 3.44 0.0978 0.845 0.818 0.993 1.00 0.895
MIROC-ES2L [-] 272. 273. 273. 272. 286. -0.380 3.58 0.0583 0.828 0.829 0.996 0.999 0.896
UKESM1-0-LL [-] 270. 270. 273. 270. 287. -3.37 4.28 0.0800 0.759 0.825 0.995 0.985 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 [-] 304.
CanESM5 [-] 305. 305. 304. 302. 0.871 3.44 1.44 0.259 0.186 0.799 0.816 0.449
E3SMv3 default 0051 [-] 303. 303. 304. 302. 305. -0.888 1.61 1.33 0.453 0.440 0.822 0.988 0.629
E3SMv3 default 0111 [-] 303. 303. 304. 302. 305. -0.790 1.53 1.22 0.487 0.456 0.840 0.989 0.646
E3SMv3 default 0161 [-] 303. 303. 304. 302. 305. -0.884 1.61 1.38 0.450 0.437 0.816 0.987 0.625
E3SMv3 default 0281 [-] 303. 303. 304. 302. 305. -0.859 1.58 1.21 0.466 0.447 0.844 0.990 0.639
E3SMv3 default 0311 [-] 303. 303. 304. 302. 305. -0.847 1.62 1.32 0.462 0.424 0.822 0.987 0.624
E3SMv3 highECS 0051 [-] 303. 303. 304. 302. 305. -0.648 1.55 1.40 0.512 0.433 0.812 0.998 0.638
E3SMv3 highECS 0111 [-] 303. 303. 304. 302. 305. -0.791 1.58 1.30 0.486 0.443 0.831 0.997 0.640
E3SMv3 highECS 0161 [-] 303. 303. 304. 302. 305. -0.679 1.58 1.46 0.502 0.418 0.800 0.997 0.627
E3SMv3 highECS 0281 [-] 303. 303. 304. 302. 305. -0.768 1.61 1.36 0.490 0.419 0.819 0.997 0.629
E3SMv3 highECS 0311 [-] 303. 303. 304. 302. 305. -0.822 1.58 1.34 0.476 0.446 0.828 0.997 0.639
E3SMv3 lowECS 0051 [-] 303. 303. 304. 302. 305. -0.624 1.80 1.29 0.462 0.362 0.836 0.996 0.604
E3SMv3 lowECS 0111 [-] 303. 303. 304. 301. 305. -0.730 1.82 1.35 0.462 0.358 0.824 0.996 0.600
E3SMv3 lowECS 0161 [-] 303. 303. 304. 302. 305. -0.677 1.79 1.30 0.462 0.372 0.833 0.996 0.607
E3SMv3 lowECS 0281 [-] 303. 303. 304. 302. 305. -0.674 1.79 1.30 0.465 0.366 0.836 0.996 0.606
E3SMv3 lowECS 0311 [-] 303. 304. 304. 302. 305. -0.573 1.81 1.32 0.456 0.355 0.833 0.996 0.599
IPSL-CM6A-LR [-] 301. 301. 304. 300. -3.41 3.59 1.11 0.0673 0.545 0.857 0.999 0.603
MIROC-ES2L [-] 301. 301. 304. 301. -3.11 3.69 1.49 0.104 0.397 0.805 1.00 0.541
UKESM1-0-LL [-] 303. 303. 304. 301. -1.34 2.62 2.02 0.330 0.299 0.692 0.995 0.523
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.
CanESM5 [-] 282. 281. 282. 284. 290. -0.552 2.81 0.186 0.863 0.839 0.987 0.998 0.905
E3SMv3 default 0051 [-] 281. 281. 282. 285. 287. -1.10 2.67 0.206 0.865 0.853 0.986 0.995 0.910
E3SMv3 default 0111 [-] 280. 280. 282. 285. 287. -1.26 2.79 0.181 0.855 0.849 0.988 0.994 0.907
E3SMv3 default 0161 [-] 281. 280. 282. 285. 287. -1.17 2.75 0.155 0.861 0.848 0.990 0.995 0.908
E3SMv3 default 0281 [-] 281. 281. 282. 285. 287. -1.05 2.66 0.220 0.867 0.853 0.985 0.994 0.910
E3SMv3 default 0311 [-] 280. 280. 282. 285. 287. -1.28 2.79 0.165 0.856 0.850 0.989 0.993 0.907
E3SMv3 highECS 0051 [-] 282. 282. 282. 286. 287. -0.0613 2.72 0.233 0.869 0.848 0.984 0.986 0.907
E3SMv3 highECS 0111 [-] 282. 281. 282. 286. 287. -0.245 2.63 0.201 0.874 0.852 0.986 0.990 0.911
E3SMv3 highECS 0161 [-] 281. 281. 282. 286. 287. -0.301 2.67 0.203 0.874 0.848 0.986 0.988 0.909
E3SMv3 highECS 0281 [-] 281. 281. 282. 286. 287. -0.340 2.68 0.154 0.875 0.848 0.990 0.989 0.910
E3SMv3 highECS 0311 [-] 281. 281. 282. 286. 287. -0.271 2.64 0.241 0.875 0.850 0.984 0.989 0.910
E3SMv3 lowECS 0051 [-] 281. 281. 282. 285. 287. -1.12 2.65 0.121 0.862 0.857 0.992 0.993 0.912
E3SMv3 lowECS 0111 [-] 280. 280. 282. 285. 287. -1.34 2.75 0.130 0.853 0.854 0.991 0.992 0.909
E3SMv3 lowECS 0161 [-] 280. 280. 282. 285. 287. -1.36 2.69 0.119 0.853 0.859 0.992 0.993 0.911
E3SMv3 lowECS 0281 [-] 281. 281. 282. 285. 287. -1.08 2.55 0.125 0.867 0.862 0.992 0.994 0.915
E3SMv3 lowECS 0311 [-] 280. 280. 282. 285. 287. -1.31 2.69 0.132 0.857 0.856 0.991 0.994 0.911
IPSL-CM6A-LR [-] 282. 280. 282. 284. 290. -1.96 3.45 0.260 0.805 0.837 0.982 0.981 0.888
MIROC-ES2L [-] 283. 282. 282. 284. 290. -0.0235 3.29 0.0992 0.824 0.841 0.993 1.00 0.900
UKESM1-0-LL [-] 281. 279. 282. 283. 291. -2.26 3.34 0.173 0.800 0.845 0.988 0.995 0.895

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
Data not available
BIAS SCORE
Data not available
Data not available
RMSE
Data not available
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
Data not available
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
CanESM5
Data not available
Data not available
E3SMv3 default 0051
Data not available
Data not available
E3SMv3 default 0111
Data not available
Data not available
E3SMv3 default 0161
Data not available
Data not available
E3SMv3 default 0281
Data not available
Data not available
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
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/
2019-05-06: 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