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.
ACCESS-ESM1-5 [-] 299. 299. 298. 300. 0.853 1.63 0.856 0.404 0.551 0.898 0.933 0.667
BCC-CSM2-MR [-] 298. 298. 298. 301. 0.105 1.33 0.934 0.508 0.516 0.882 0.999 0.684
BGCLND [-] 298. 298. 298. 299. 299. -0.108 0.829 0.371 0.589 0.750 0.963 1.00 0.810
BGCLNDATM_progCO2 [-] 297. 297. 298. 299. 299. -1.26 1.74 0.848 0.355 0.632 0.890 0.986 0.699
CanESM5 [-] 298. 298. 298. 301. 0.0553 1.76 0.903 0.476 0.431 0.885 0.994 0.643
CNRM-ESM2-1 [-] 298. 298. 298. 299. 0.403 2.01 1.03 0.369 0.419 0.854 0.955 0.603
EC-Earth3-CC [-] 298. 298. 298. 299. -0.387 1.64 1.01 0.504 0.356 0.875 0.999 0.618
MeanCMIP6 [-] 298. 298. 298. 300. -0.443 1.22 0.748 0.501 0.615 0.906 0.973 0.722
MIROC-ES2L [-] 298. 298. 298. 300. -0.407 1.72 1.03 0.414 0.558 0.870 0.999 0.680
MPI-ESM1-2-LR [-] 297. 298. 298. 299. -0.393 1.85 0.797 0.413 0.434 0.902 0.999 0.636
MRI-ESM2-0 [-] 298. 298. 298. 300. 0.396 1.43 1.05 0.478 0.475 0.857 1.00 0.657
NorESM2-LM [-] 299. 299. 298. 300. 0.743 1.68 1.10 0.441 0.514 0.870 0.972 0.662
UKESM1-0-LL [-] 299. 299. 298. 300. 0.756 1.67 0.724 0.406 0.516 0.920 1.00 0.671
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.
ACCESS-ESM1-5 [-] 301. 301. 299. 302. 1.99 2.16 1.99 0.125 0.438 0.706 0.880 0.518
BCC-CSM2-MR [-] 300. 299. 299. 302. 1.16 2.05 1.97 0.153 0.481 0.709 0.895 0.544
BGCLND [-] 299. 299. 299. 299. 300. -0.118 0.896 0.929 0.330 0.704 0.863 0.945 0.709
BGCLNDATM_progCO2 [-] 299. 298. 299. 300. 300. -0.729 1.48 1.74 0.209 0.649 0.747 1.00 0.651
CanESM5 [-] 300. 299. 299. 301. 1.13 1.81 1.72 0.163 0.523 0.728 0.996 0.587
CNRM-ESM2-1 [-] 297. 297. 299. 299. -1.22 1.74 2.12 0.186 0.515 0.665 0.932 0.563
EC-Earth3-CC [-] 299. 298. 299. 300. -1.03 1.66 2.15 0.190 0.467 0.661 0.921 0.541
MeanCMIP6 [-] 299. 299. 299. 301. 0.394 1.44 1.16 0.226 0.639 0.831 0.998 0.667
MIROC-ES2L [-] 299. 298. 299. 300. -0.0194 1.61 1.45 0.205 0.378 0.810 0.981 0.550
MPI-ESM1-2-LR [-] 297. 297. 299. 299. -0.557 1.84 1.46 0.176 0.497 0.799 0.962 0.586
MRI-ESM2-0 [-] 299. 299. 299. 301. 0.268 1.45 1.60 0.233 0.526 0.760 0.960 0.601
NorESM2-LM [-] 300. 300. 299. 301. 0.923 1.51 1.92 0.228 0.547 0.726 0.947 0.599
UKESM1-0-LL [-] 299. 299. 299. 301. 0.644 1.53 1.57 0.225 0.418 0.769 1.00 0.566
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.
ACCESS-ESM1-5 [-] 283. 287. 287. 249. 0.596 2.55 0.496 0.686 0.726 0.944 0.999 0.816
BCC-CSM2-MR [-] 282. 286. 287. 248. -0.363 2.36 0.529 0.716 0.739 0.939 0.999 0.826
BGCLND [-] 282. 286. 287. 248. 284. -0.417 1.16 0.194 0.804 0.883 0.979 1.00 0.910
BGCLNDATM_progCO2 [-] 282. 287. 287. 247. 284. -0.213 2.36 0.399 0.690 0.784 0.955 0.988 0.840
CanESM5 [-] 282. 286. 287. 249. -0.0366 2.84 0.547 0.678 0.698 0.935 1.00 0.802
CNRM-ESM2-1 [-] 282. 286. 287. 246. -0.232 2.45 0.555 0.687 0.735 0.940 0.999 0.819
EC-Earth3-CC [-] 283. 286. 287. 268. -0.350 2.28 0.591 0.721 0.712 0.934 0.999 0.816
MeanCMIP6 [-] 280. 284. 287. 254. -2.75 4.34 0.401 0.577 0.701 0.956 0.983 0.783
MIROC-ES2L [-] 284. 288. 287. 260. 1.21 2.94 0.523 0.647 0.740 0.940 0.999 0.813
MPI-ESM1-2-LR [-] 282. 286. 287. 246. -0.236 2.43 0.475 0.686 0.732 0.948 0.999 0.820
MRI-ESM2-0 [-] 283. 287. 287. 246. 0.608 2.24 0.524 0.725 0.738 0.939 0.998 0.828
NorESM2-LM [-] 283. 287. 287. 248. 0.786 2.63 0.614 0.692 0.739 0.938 1.00 0.822
UKESM1-0-LL [-] 281. 285. 287. 245. -0.994 2.50 0.488 0.692 0.737 0.946 0.994 0.821
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 [-] 268.
ACCESS-ESM1-5 [-] 269. 270. 268. 267. 1.16 3.18 0.0976 0.867 0.827 0.992 1.00 0.903
BCC-CSM2-MR [-] 267. 267. 268. 266. -1.08 3.19 0.106 0.857 0.831 0.992 0.991 0.900
BGCLND [-] 268. 268. 268. 268. 270. -0.883 1.58 0.0240 0.900 0.928 0.998 0.999 0.951
BGCLNDATM_progCO2 [-] 270. 270. 268. 270. 270. 1.80 3.41 0.0400 0.857 0.829 0.997 0.974 0.897
CanESM5 [-] 269. 269. 268. 268. 0.585 2.99 0.0953 0.858 0.847 0.994 0.995 0.908
CNRM-ESM2-1 [-] 270. 270. 268. 269. 1.25 2.97 0.0780 0.856 0.844 0.995 0.995 0.907
EC-Earth3-CC [-] 270. 269. 268. 272. 0.129 2.83 0.0978 0.880 0.843 0.993 0.998 0.912
MeanCMIP6 [-] 263. 263. 269. 264. -5.61 7.38 0.0513 0.641 0.696 0.997 0.999 0.806
MIROC-ES2L [-] 270. 270. 268. 270. 1.60 3.64 0.0542 0.815 0.834 0.996 0.992 0.894
MPI-ESM1-2-LR [-] 268. 268. 268. 267. 0.0526 2.86 0.0971 0.868 0.851 0.993 0.997 0.912
MRI-ESM2-0 [-] 270. 270. 268. 270. 1.71 3.05 0.0698 0.856 0.848 0.995 0.994 0.908
NorESM2-LM [-] 270. 269. 268. 268. 0.856 3.55 0.308 0.866 0.805 0.979 1.00 0.891
UKESM1-0-LL [-] 266. 266. 268. 265. -2.62 3.68 0.0831 0.800 0.832 0.994 0.992 0.890
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.
ACCESS-ESM1-5 [-] 300. 300. 299. 300. 1.50 2.42 1.38 0.201 0.290 0.807 1.00 0.518
BCC-CSM2-MR [-] 299. 299. 299. 300. 0.345 1.76 1.75 0.318 0.410 0.747 0.979 0.573
BGCLND [-] 298. 298. 299. 300. 301. -0.590 0.997 0.658 0.448 0.712 0.912 1.00 0.756
BGCLNDATM_progCO2 [-] 297. 297. 299. 299. 301. -1.95 2.37 1.14 0.123 0.581 0.852 0.942 0.616
CanESM5 [-] 300. 300. 299. 301. 1.40 3.28 1.38 0.165 0.191 0.796 0.787 0.426
CNRM-ESM2-1 [-] 298. 298. 299. 299. -1.22 1.95 1.20 0.262 0.328 0.846 0.987 0.550
EC-Earth3-CC [-] 299. 299. 299. 299. -0.437 2.10 1.34 0.319 0.277 0.808 0.956 0.528
MeanCMIP6 [-] 299. 299. 299. 299. -0.225 1.36 1.21 0.464 0.537 0.842 1.00 0.676
MIROC-ES2L [-] 298. 298. 299. 299. -1.05 2.29 1.97 0.267 0.372 0.725 1.00 0.547
MPI-ESM1-2-LR [-] 298. 298. 299. 300. -1.29 2.46 1.30 0.228 0.318 0.825 0.981 0.534
MRI-ESM2-0 [-] 298. 298. 299. 300. -0.565 1.48 1.53 0.385 0.408 0.776 0.998 0.595
NorESM2-LM [-] 299. 299. 299. 300. -0.373 1.57 1.13 0.432 0.419 0.852 0.979 0.620
UKESM1-0-LL [-] 299. 299. 299. 299. 0.153 1.86 1.56 0.339 0.313 0.757 1.00 0.544
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.
ACCESS-ESM1-5 [-] 277. 277. 276. 282. 1.19 2.89 0.107 0.843 0.841 0.992 0.998 0.903
BCC-CSM2-MR [-] 275. 275. 276. 279. -1.13 2.81 0.119 0.846 0.844 0.992 1.00 0.905
BGCLND [-] 276. 276. 276. 282. 281. -0.616 1.34 0.0497 0.905 0.938 0.997 0.999 0.956
BGCLNDATM_progCO2 [-] 277. 277. 276. 283. 281. 0.553 2.55 0.0962 0.872 0.857 0.994 0.985 0.913
CanESM5 [-] 276. 276. 276. 280. 0.132 3.01 0.138 0.830 0.844 0.991 0.999 0.901
CNRM-ESM2-1 [-] 276. 276. 276. 282. 0.492 2.73 0.199 0.832 0.863 0.987 0.997 0.908
EC-Earth3-CC [-] 279. 276. 276. 284. -0.172 2.42 0.215 0.874 0.854 0.986 0.999 0.913
MeanCMIP6 [-] 271. 271. 276. 278. -5.21 6.57 0.0779 0.633 0.711 0.995 0.989 0.808
MIROC-ES2L [-] 278. 278. 276. 281. 1.75 3.45 0.0861 0.793 0.848 0.994 0.999 0.896
MPI-ESM1-2-LR [-] 276. 276. 276. 277. 0.143 2.56 0.157 0.851 0.867 0.989 1.00 0.915
MRI-ESM2-0 [-] 277. 277. 276. 284. 0.936 2.50 0.104 0.859 0.863 0.993 0.995 0.915
NorESM2-LM [-] 278. 277. 276. 280. 1.26 3.06 0.343 0.840 0.835 0.977 1.00 0.898
UKESM1-0-LL [-] 274. 274. 276. 278. -1.69 2.95 0.148 0.826 0.846 0.990 0.994 0.901

Temporally integrated period mean

BENCHMARK MEAN
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MODEL MEAN
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BIAS
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BIAS SCORE
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RMSE
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RMSE SCORE
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BENCHMARK MAX MONTH
Data not available
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MODEL MAX MONTH
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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
ACCESS-ESM1-5
Data not available
Data not available
BCC-CSM2-MR
Data not available
Data not available
BGCLND
Data not available
Data not available
BGCLNDATM_progCO2
Data not available
Data not available
CanESM5
Data not available
Data not available
CNRM-ESM2-1
Data not available
Data not available
EC-Earth3-CC
Data not available
Data not available
MeanCMIP6
Data not available
Data not available
MIROC-ES2L
Data not available
Data not available
MPI-ESM1-2-LR
Data not available
Data not available
MRI-ESM2-0
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