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 [-] 292.
CanESM5 [-] 297. 294. 292. 300. 296. 1.78 2.55 0.929 0.314 0.414 0.883 0.966 0.598
E3SMv3 default 0051 [-] 294. 294. 292. 298. 296. 1.69 2.00 0.904 0.376 0.601 0.893 0.989 0.692
E3SMv3 default 0111 [-] 294. 294. 292. 298. 296. 1.72 2.02 0.931 0.373 0.594 0.889 0.989 0.688
E3SMv3 default 0161 [-] 294. 294. 292. 298. 296. 1.72 2.02 0.863 0.371 0.601 0.899 0.989 0.692
E3SMv3 default 0281 [-] 294. 294. 292. 298. 296. 1.68 2.00 0.876 0.378 0.591 0.895 0.988 0.689
E3SMv3 default 0311 [-] 294. 294. 292. 298. 296. 1.68 1.99 1.01 0.378 0.604 0.882 0.990 0.692
E3SMv3 highECS 0051 [-] 295. 295. 292. 299. 296. 2.20 2.40 0.862 0.255 0.607 0.898 0.993 0.672
E3SMv3 highECS 0111 [-] 295. 295. 292. 299. 296. 2.19 2.39 0.856 0.258 0.612 0.901 0.993 0.675
E3SMv3 highECS 0161 [-] 295. 295. 292. 299. 296. 2.18 2.39 0.812 0.258 0.608 0.906 0.992 0.674
E3SMv3 highECS 0281 [-] 295. 294. 292. 299. 296. 2.10 2.32 0.848 0.274 0.607 0.899 0.994 0.676
E3SMv3 highECS 0311 [-] 294. 294. 292. 299. 296. 2.09 2.31 0.855 0.273 0.607 0.899 0.992 0.675
E3SMv3 lowECS 0051 [-] 294. 294. 292. 298. 296. 1.23 1.69 1.07 0.420 0.564 0.876 0.979 0.681
E3SMv3 lowECS 0111 [-] 294. 294. 292. 298. 296. 1.15 1.65 1.11 0.437 0.563 0.874 0.979 0.683
E3SMv3 lowECS 0161 [-] 294. 294. 292. 298. 296. 1.18 1.66 1.06 0.432 0.565 0.877 0.979 0.684
E3SMv3 lowECS 0281 [-] 294. 294. 292. 298. 296. 1.20 1.67 1.07 0.428 0.565 0.878 0.976 0.682
E3SMv3 lowECS 0311 [-] 294. 294. 292. 298. 296. 1.23 1.71 1.00 0.420 0.560 0.885 0.978 0.680
IPSL-CM6A-LR [-] 296. 293. 292. 299. 296. 1.11 1.73 1.64 0.404 0.571 0.753 0.965 0.653
MIROC-ES2L [-] 297. 294. 292. 299. 296. 1.99 2.31 0.866 0.286 0.600 0.882 0.894 0.652
UKESM1-0-LL [-] 296. 294. 292. 299. 296. 1.48 2.50 1.27 0.307 0.441 0.839 0.996 0.605
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.
CanESM5 [-] 300. 299. 295. 301. 4.56 4.57 1.58 0.0296 0.606 0.761 0.823 0.565
E3SMv3 default 0051 [-] 297. 297. 295. 299. 296. 1.98 2.42 1.70 0.148 0.546 0.740 0.958 0.588
E3SMv3 default 0111 [-] 297. 297. 295. 299. 296. 1.98 2.42 1.63 0.150 0.532 0.751 0.959 0.585
E3SMv3 default 0161 [-] 297. 297. 295. 299. 296. 2.00 2.43 1.70 0.148 0.530 0.736 0.957 0.580
E3SMv3 default 0281 [-] 297. 297. 295. 299. 296. 1.94 2.41 1.75 0.150 0.523 0.730 0.960 0.577
E3SMv3 default 0311 [-] 297. 296. 295. 299. 296. 1.91 2.39 1.71 0.152 0.517 0.744 0.960 0.578
E3SMv3 highECS 0051 [-] 297. 297. 295. 299. 296. 2.41 2.70 1.67 0.126 0.528 0.745 0.964 0.578
E3SMv3 highECS 0111 [-] 297. 297. 295. 299. 296. 2.36 2.67 1.71 0.129 0.544 0.740 0.965 0.585
E3SMv3 highECS 0161 [-] 297. 297. 295. 299. 296. 2.37 2.68 1.69 0.128 0.536 0.743 0.965 0.582
E3SMv3 highECS 0281 [-] 297. 297. 295. 299. 296. 2.32 2.63 1.66 0.132 0.544 0.746 0.962 0.586
E3SMv3 highECS 0311 [-] 297. 297. 295. 299. 296. 2.35 2.65 1.69 0.130 0.543 0.747 0.965 0.586
E3SMv3 lowECS 0051 [-] 297. 297. 295. 299. 296. 1.93 2.41 1.97 0.160 0.470 0.694 0.960 0.551
E3SMv3 lowECS 0111 [-] 297. 296. 295. 299. 296. 1.87 2.38 1.91 0.161 0.477 0.700 0.964 0.556
E3SMv3 lowECS 0161 [-] 297. 296. 295. 299. 296. 1.86 2.37 1.90 0.162 0.472 0.710 0.963 0.556
E3SMv3 lowECS 0281 [-] 297. 296. 295. 299. 296. 1.89 2.38 1.89 0.162 0.470 0.706 0.961 0.554
E3SMv3 lowECS 0311 [-] 297. 296. 295. 299. 296. 1.91 2.40 1.92 0.161 0.469 0.703 0.962 0.553
IPSL-CM6A-LR [-] 299. 298. 295. 300. 3.10 3.24 2.25 0.0649 0.531 0.635 0.950 0.542
MIROC-ES2L [-] 299. 298. 295. 300. 3.38 3.48 2.06 0.0814 0.345 0.693 0.714 0.436
UKESM1-0-LL [-] 300. 298. 295. 301. 3.49 3.65 1.24 0.0553 0.475 0.828 0.948 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 [-] 281.
CanESM5 [-] 278. 282. 281. 261. 289. 0.932 3.51 0.603 0.593 0.735 0.929 1.00 0.798
E3SMv3 default 0051 [-] 278. 282. 281. 243. 283. 1.28 2.49 0.567 0.689 0.768 0.936 0.999 0.832
E3SMv3 default 0111 [-] 278. 282. 281. 244. 283. 1.22 2.49 0.562 0.691 0.765 0.937 0.999 0.831
E3SMv3 default 0161 [-] 278. 282. 281. 243. 283. 1.28 2.52 0.541 0.689 0.766 0.940 0.999 0.832
E3SMv3 default 0281 [-] 278. 282. 281. 243. 283. 1.33 2.49 0.557 0.688 0.769 0.939 0.999 0.833
E3SMv3 default 0311 [-] 278. 282. 281. 243. 283. 1.22 2.48 0.564 0.692 0.767 0.938 0.999 0.833
E3SMv3 highECS 0051 [-] 279. 283. 281. 245. 283. 2.21 3.03 0.579 0.626 0.766 0.938 0.995 0.818
E3SMv3 highECS 0111 [-] 279. 283. 281. 244. 283. 2.10 2.92 0.564 0.632 0.772 0.938 0.996 0.822
E3SMv3 highECS 0161 [-] 279. 283. 281. 244. 283. 2.07 2.92 0.549 0.634 0.767 0.939 0.996 0.821
E3SMv3 highECS 0281 [-] 279. 283. 281. 245. 283. 2.00 2.87 0.562 0.642 0.766 0.937 0.997 0.822
E3SMv3 highECS 0311 [-] 279. 283. 281. 245. 283. 2.02 2.89 0.602 0.639 0.767 0.934 0.997 0.821
E3SMv3 lowECS 0051 [-] 278. 282. 281. 243. 283. 0.973 2.40 0.545 0.709 0.754 0.939 0.998 0.831
E3SMv3 lowECS 0111 [-] 278. 282. 281. 243. 283. 0.846 2.36 0.527 0.715 0.754 0.940 0.999 0.832
E3SMv3 lowECS 0161 [-] 278. 282. 281. 243. 283. 0.777 2.32 0.523 0.717 0.756 0.941 0.999 0.834
E3SMv3 lowECS 0281 [-] 278. 282. 281. 243. 283. 0.936 2.35 0.538 0.711 0.758 0.940 0.999 0.833
E3SMv3 lowECS 0311 [-] 278. 282. 281. 243. 283. 0.861 2.36 0.540 0.713 0.753 0.940 0.999 0.831
IPSL-CM6A-LR [-] 278. 282. 281. 260. 289. 0.540 2.94 0.719 0.657 0.751 0.915 1.00 0.815
MIROC-ES2L [-] 281. 284. 281. 267. 289. 3.00 3.80 0.629 0.562 0.764 0.919 0.994 0.801
UKESM1-0-LL [-] 277. 281. 281. 260. 290. -0.348 2.84 0.607 0.648 0.747 0.932 0.996 0.814
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.
CanESM5 [-] 266. 265. 264. 268. 279. 1.50 3.38 0.107 0.827 0.851 0.993 1.00 0.904
E3SMv3 default 0051 [-] 265. 265. 264. 266. 267. 1.48 3.18 0.0849 0.850 0.838 0.994 0.979 0.900
E3SMv3 default 0111 [-] 265. 265. 264. 266. 267. 1.36 3.21 0.102 0.850 0.835 0.993 0.976 0.898
E3SMv3 default 0161 [-] 265. 265. 264. 266. 267. 1.47 3.27 0.0959 0.849 0.832 0.994 0.976 0.896
E3SMv3 default 0281 [-] 265. 265. 264. 266. 267. 1.66 3.18 0.107 0.847 0.843 0.993 0.981 0.901
E3SMv3 default 0311 [-] 265. 265. 264. 266. 267. 1.44 3.23 0.0956 0.851 0.833 0.994 0.976 0.897
E3SMv3 highECS 0051 [-] 267. 267. 264. 268. 267. 3.21 4.29 0.134 0.772 0.826 0.991 0.971 0.877
E3SMv3 highECS 0111 [-] 267. 267. 264. 268. 267. 2.86 3.99 0.116 0.792 0.830 0.992 0.970 0.883
E3SMv3 highECS 0161 [-] 267. 267. 264. 268. 267. 2.82 4.00 0.126 0.794 0.828 0.992 0.970 0.882
E3SMv3 highECS 0281 [-] 266. 266. 264. 268. 267. 2.72 3.94 0.128 0.801 0.826 0.991 0.972 0.883
E3SMv3 highECS 0311 [-] 267. 266. 264. 268. 267. 2.78 3.93 0.141 0.796 0.830 0.991 0.974 0.884
E3SMv3 lowECS 0051 [-] 265. 265. 264. 266. 267. 1.39 3.22 0.0645 0.858 0.830 0.996 0.977 0.898
E3SMv3 lowECS 0111 [-] 265. 265. 264. 266. 267. 1.11 3.19 0.0634 0.862 0.826 0.996 0.975 0.897
E3SMv3 lowECS 0161 [-] 265. 265. 264. 266. 267. 0.902 3.05 0.0658 0.872 0.832 0.996 0.977 0.902
E3SMv3 lowECS 0281 [-] 265. 265. 264. 266. 267. 1.22 3.09 0.0794 0.865 0.834 0.995 0.979 0.901
E3SMv3 lowECS 0311 [-] 265. 265. 264. 266. 267. 1.00 3.10 0.0578 0.870 0.830 0.996 0.977 0.901
IPSL-CM6A-LR [-] 267. 265. 264. 270. 279. 1.16 3.62 0.125 0.849 0.808 0.992 0.999 0.891
MIROC-ES2L [-] 268. 267. 264. 269. 279. 3.72 4.80 0.0728 0.736 0.841 0.995 0.965 0.876
UKESM1-0-LL [-] 264. 262. 264. 267. 279. -1.72 3.46 0.107 0.824 0.826 0.993 0.999 0.894
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.
CanESM5 [-] 297. 297. 294. 299. 2.89 3.75 2.52 0.0999 0.323 0.602 0.962 0.462
E3SMv3 default 0051 [-] 294. 294. 294. 298. 296. 0.243 1.34 2.23 0.475 0.487 0.655 0.961 0.613
E3SMv3 default 0111 [-] 294. 294. 294. 298. 296. 0.311 1.35 2.17 0.473 0.490 0.666 0.963 0.616
E3SMv3 default 0161 [-] 294. 294. 294. 298. 296. 0.277 1.33 2.03 0.473 0.490 0.693 0.961 0.622
E3SMv3 default 0281 [-] 294. 294. 294. 298. 296. 0.286 1.34 1.94 0.475 0.493 0.710 0.961 0.626
E3SMv3 default 0311 [-] 294. 294. 294. 297. 296. 0.256 1.32 2.01 0.475 0.491 0.695 0.962 0.623
E3SMv3 highECS 0051 [-] 295. 295. 294. 298. 296. 0.957 1.55 1.94 0.360 0.506 0.705 0.965 0.608
E3SMv3 highECS 0111 [-] 295. 295. 294. 298. 296. 0.911 1.52 2.02 0.371 0.511 0.687 0.965 0.609
E3SMv3 highECS 0161 [-] 295. 295. 294. 298. 296. 0.895 1.55 2.06 0.374 0.476 0.680 0.966 0.594
E3SMv3 highECS 0281 [-] 295. 295. 294. 298. 296. 0.797 1.50 2.04 0.397 0.480 0.685 0.967 0.602
E3SMv3 highECS 0311 [-] 295. 295. 294. 298. 296. 0.844 1.51 2.05 0.384 0.486 0.678 0.965 0.600
E3SMv3 lowECS 0051 [-] 294. 294. 294. 298. 296. 0.438 1.49 2.04 0.436 0.422 0.698 0.983 0.592
E3SMv3 lowECS 0111 [-] 294. 294. 294. 298. 296. 0.359 1.45 1.99 0.447 0.430 0.702 0.982 0.598
E3SMv3 lowECS 0161 [-] 294. 294. 294. 298. 296. 0.374 1.47 1.97 0.443 0.430 0.711 0.984 0.600
E3SMv3 lowECS 0281 [-] 294. 294. 294. 298. 296. 0.398 1.46 2.02 0.441 0.439 0.699 0.983 0.600
E3SMv3 lowECS 0311 [-] 294. 294. 294. 298. 296. 0.446 1.50 2.08 0.435 0.418 0.689 0.984 0.589
IPSL-CM6A-LR [-] 296. 295. 294. 298. 1.45 1.87 2.10 0.239 0.591 0.682 0.919 0.605
MIROC-ES2L [-] 296. 296. 294. 298. 1.91 2.52 3.63 0.174 0.450 0.401 0.912 0.478
UKESM1-0-LL [-] 296. 296. 294. 299. 1.88 2.39 1.92 0.175 0.426 0.713 0.966 0.541
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.
CanESM5 [-] 276. 272. 271. 282. 281. 0.907 3.62 0.122 0.773 0.837 0.992 1.00 0.888
E3SMv3 default 0051 [-] 272. 272. 271. 279. 279. 1.23 2.68 0.154 0.836 0.853 0.990 1.00 0.906
E3SMv3 default 0111 [-] 272. 272. 271. 278. 279. 1.06 2.67 0.163 0.840 0.850 0.989 1.00 0.906
E3SMv3 default 0161 [-] 272. 272. 271. 278. 279. 1.16 2.74 0.151 0.838 0.847 0.990 1.00 0.904
E3SMv3 default 0281 [-] 272. 272. 271. 279. 279. 1.30 2.66 0.214 0.836 0.857 0.986 1.00 0.907
E3SMv3 default 0311 [-] 272. 272. 271. 279. 279. 1.08 2.64 0.158 0.844 0.849 0.989 0.999 0.906
E3SMv3 highECS 0051 [-] 273. 273. 271. 280. 279. 2.50 3.45 0.245 0.772 0.845 0.983 0.997 0.889
E3SMv3 highECS 0111 [-] 273. 273. 271. 280. 279. 2.31 3.27 0.189 0.783 0.851 0.987 0.998 0.894
E3SMv3 highECS 0161 [-] 273. 273. 271. 280. 279. 2.23 3.24 0.178 0.789 0.848 0.988 0.998 0.894
E3SMv3 highECS 0281 [-] 273. 273. 271. 279. 279. 2.18 3.23 0.175 0.793 0.844 0.988 0.998 0.894
E3SMv3 highECS 0311 [-] 273. 273. 271. 280. 279. 2.24 3.22 0.247 0.787 0.850 0.983 0.998 0.894
E3SMv3 lowECS 0051 [-] 272. 272. 271. 279. 279. 0.971 2.63 0.109 0.851 0.846 0.993 1.00 0.907
E3SMv3 lowECS 0111 [-] 272. 272. 271. 278. 279. 0.765 2.59 0.114 0.856 0.845 0.992 1.00 0.907
E3SMv3 lowECS 0161 [-] 272. 272. 271. 278. 279. 0.699 2.51 0.104 0.861 0.849 0.993 1.00 0.911
E3SMv3 lowECS 0281 [-] 272. 272. 271. 279. 279. 0.987 2.56 0.123 0.850 0.853 0.992 1.00 0.910
E3SMv3 lowECS 0311 [-] 272. 272. 271. 279. 279. 0.766 2.54 0.113 0.859 0.848 0.992 1.00 0.909
IPSL-CM6A-LR [-] 276. 271. 271. 282. 281. 0.405 3.39 0.252 0.819 0.813 0.983 1.00 0.885
MIROC-ES2L [-] 278. 275. 271. 282. 281. 3.69 4.57 0.0906 0.696 0.852 0.994 0.993 0.877
UKESM1-0-LL [-] 275. 270. 271. 281. 281. -1.01 3.00 0.177 0.821 0.832 0.988 0.995 0.894

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
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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
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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
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