Mean State

Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 13.9
ELM_CN [-] 15.0 15.0 14.1 10.8 0.787 1.05 0.336 0.666 0.706 0.971 0.997 0.925 0.829
ELM_CNP [-] 15.0 15.0 14.1 10.8 0.785 1.05 0.334 0.667 0.706 0.972 0.997 0.925 0.829
IPSL-CM6A-LR [-] 14.0 14.2 8.30 14.0 9.76 -0.386 1.03 0.334 0.774 0.725 0.967 0.858 0.899 0.825
MIROC6 [-] 13.5 13.9 5.80 13.9 9.01 -0.418 0.980 0.331 0.788 0.733 0.965 0.848 0.899 0.828
MPI-ESM1-2-LR [-] 21.6 21.7 13.6 14.2 10.8 7.55 7.89 0.711 0.0461 0.321 0.928 0.683 0.493 0.465
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 9.73
ELM_CN [-] 11.0 11.0 9.77 7.89 1.17 1.79 1.52 0.586 0.548 0.752 0.998 0.907 0.723
ELM_CNP [-] 10.9 10.9 9.77 7.89 1.15 1.77 1.50 0.592 0.550 0.757 0.997 0.907 0.725
IPSL-CM6A-LR [-] 9.88 9.92 5.99 9.75 7.84 0.0577 0.754 0.236 0.862 0.733 0.969 0.998 0.904 0.866
MIROC6 [-] 9.79 9.89 4.96 9.77 7.50 0.0526 0.698 0.208 0.873 0.749 0.973 0.993 0.905 0.874
MPI-ESM1-2-LR [-] 23.7 23.8 15.4 9.79 7.72 14.0 14.7 1.56 0.00338 0.122 0.740 0.649 0.0819 0.286
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 9.27
ELM_CN [-] 10.2 10.2 9.45 7.28 0.698 1.39 0.870 0.672 0.554 0.866 0.990 0.918 0.759
ELM_CNP [-] 10.1 10.1 9.45 7.28 0.673 1.37 0.861 0.679 0.555 0.868 0.991 0.919 0.761
IPSL-CM6A-LR [-] 9.51 9.62 5.96 9.37 6.47 -0.145 0.923 0.367 0.800 0.671 0.948 0.988 0.912 0.832
MIROC6 [-] 9.12 9.44 4.91 9.30 7.10 -0.135 0.851 0.315 0.821 0.690 0.957 0.987 0.906 0.842
MPI-ESM1-2-LR [-] 21.4 21.7 15.7 9.55 7.05 12.1 12.9 1.18 0.00354 0.0980 0.810 0.795 0.0827 0.314
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 13.3
ELM_CN [-] 14.5 14.5 13.6 11.1 0.826 1.24 0.508 0.641 0.634 0.936 0.990 0.870 0.784
ELM_CNP [-] 14.5 14.5 13.6 11.1 0.806 1.23 0.497 0.647 0.636 0.938 0.991 0.869 0.786
IPSL-CM6A-LR [-] 13.1 13.6 8.13 13.4 10.3 -1.15 2.16 0.537 0.527 0.621 0.934 0.869 0.808 0.730
MIROC6 [-] 12.8 13.3 6.69 13.4 9.25 -0.988 1.80 0.478 0.580 0.639 0.940 0.899 0.816 0.752
MPI-ESM1-2-LR [-] 18.2 18.9 13.1 14.0 11.4 5.02 5.71 0.946 0.138 0.314 0.880 0.871 0.528 0.507
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 12.4
ELM_CN [-] 13.1 13.1 12.5 9.57 0.609 1.31 0.765 0.702 0.591 0.888 0.989 0.880 0.774
ELM_CNP [-] 13.1 13.1 12.5 9.57 0.596 1.31 0.761 0.704 0.592 0.889 0.989 0.881 0.774
IPSL-CM6A-LR [-] 12.5 12.5 7.10 12.4 9.12 -0.149 0.885 0.450 0.785 0.716 0.939 0.987 0.913 0.843
MIROC6 [-] 12.2 12.5 4.41 12.4 8.82 -0.0607 0.804 0.392 0.817 0.727 0.946 0.981 0.916 0.852
MPI-ESM1-2-LR [-] 21.9 22.1 13.8 12.5 9.25 9.59 10.1 1.63 0.0258 0.217 0.773 0.824 0.236 0.382
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 9.31
ELM_CN [-] 11.2 11.2 9.55 8.71 1.55 1.69 0.705 0.166 0.447 0.914 0.955 0.701 0.605
ELM_CNP [-] 11.1 11.1 9.55 8.71 1.48 1.63 0.701 0.181 0.452 0.914 0.963 0.700 0.610
IPSL-CM6A-LR [-] 8.34 9.03 5.63 9.36 8.37 -1.79 2.35 0.827 0.332 0.559 0.886 0.767 0.661 0.628
MIROC6 [-] 7.87 8.64 4.38 9.39 8.53 -1.67 2.17 0.842 0.348 0.566 0.880 0.825 0.667 0.642
MPI-ESM1-2-LR [-] 10.8 11.5 6.78 9.53 9.12 1.93 2.94 0.884 0.111 0.225 0.881 0.951 0.333 0.454
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 8.68
ELM_CN [-] 10.1 10.1 8.80 7.99 1.23 1.64 0.798 0.559 0.604 0.896 0.999 0.812 0.746
ELM_CNP [-] 10.0 10.0 8.80 7.99 1.20 1.62 0.784 0.567 0.607 0.897 0.999 0.815 0.749
IPSL-CM6A-LR [-] 8.87 8.97 6.05 8.72 7.91 -0.297 1.15 0.465 0.717 0.721 0.941 0.876 0.864 0.807
MIROC6 [-] 8.49 8.72 5.08 8.74 8.08 -0.330 1.05 0.395 0.737 0.736 0.949 0.908 0.866 0.822
MPI-ESM1-2-LR [-] 16.9 17.0 12.8 8.86 8.05 8.19 8.61 1.42 0.0377 0.296 0.801 0.790 0.191 0.402
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 11.7
ELM_CN [-] 12.9 12.9 11.9 9.15 0.949 1.51 0.706 0.569 0.599 0.900 0.989 0.794 0.742
ELM_CNP [-] 12.8 12.8 11.9 9.15 0.923 1.49 0.699 0.575 0.601 0.902 0.989 0.794 0.744
IPSL-CM6A-LR [-] 11.8 11.9 7.04 11.8 11.5 -0.294 1.04 0.456 0.748 0.703 0.940 0.984 0.779 0.809
MIROC6 [-] 11.3 11.8 7.57 11.8 8.73 -0.244 0.905 0.392 0.778 0.720 0.949 0.988 0.781 0.823
MPI-ESM1-2-LR [-] 20.0 19.9 21.2 12.0 9.23 7.91 8.42 1.31 0.0655 0.265 0.814 0.737 0.288 0.406
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 13.6
ELM_CN [-] 15.1 15.1 13.8 10.0 1.24 1.47 0.558 0.455 0.613 0.923 0.999 0.760 0.727
ELM_CNP [-] 15.1 15.1 13.8 10.0 1.24 1.47 0.558 0.455 0.613 0.923 0.999 0.760 0.727
IPSL-CM6A-LR [-] 14.0 14.1 6.99 13.7 9.37 -0.170 1.06 0.434 0.733 0.688 0.942 0.885 0.707 0.774
MIROC6 [-] 13.3 13.8 4.41 13.7 9.30 -0.252 0.936 0.400 0.764 0.704 0.945 0.900 0.709 0.788
MPI-ESM1-2-LR [-] 20.4 20.5 13.5 14.0 10.1 6.47 6.91 1.83 0.0383 0.241 0.736 0.920 0.330 0.418
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 13.5
ELM_CN [-] 14.7 14.7 13.6 10.2 1.08 1.46 0.363 0.611 0.656 0.963 0.998 0.758 0.774
ELM_CNP [-] 14.7 14.7 13.6 10.2 1.06 1.43 0.362 0.616 0.658 0.963 0.999 0.757 0.775
IPSL-CM6A-LR [-] 13.4 13.6 5.78 13.6 9.27 -0.209 0.953 0.353 0.824 0.725 0.965 0.975 0.704 0.819
MIROC6 [-] 13.1 13.5 3.66 13.6 9.77 -0.244 0.867 0.319 0.844 0.734 0.969 0.981 0.703 0.827
MPI-ESM1-2-LR [-] 18.1 18.2 9.87 13.7 9.84 4.47 4.87 0.666 0.168 0.438 0.932 0.896 0.535 0.568
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 9.62
ELM_CN [-] 11.1 11.1 9.66 8.83 1.45 1.61 0.431 0.345 0.581 0.943 0.996 0.640 0.681
ELM_CNP [-] 11.1 11.1 9.66 8.83 1.41 1.58 0.431 0.352 0.583 0.944 0.998 0.639 0.683
IPSL-CM6A-LR [-] 9.40 9.49 5.99 9.63 8.58 -0.516 0.978 0.619 0.687 0.674 0.907 0.658 0.569 0.695
MIROC6 [-] 9.23 9.42 5.54 9.62 8.16 -0.389 0.828 0.468 0.726 0.689 0.933 0.756 0.573 0.728
MPI-ESM1-2-LR [-] 12.3 12.4 9.75 9.70 8.81 2.70 2.95 0.906 0.141 0.400 0.884 0.896 0.522 0.541
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 10.6
ELM_CN [-] 12.5 12.5 10.8 8.38 1.69 1.97 0.666 0.504 0.652 0.906 0.975 0.794 0.747
ELM_CNP [-] 12.5 12.5 10.8 8.38 1.67 1.96 0.678 0.508 0.654 0.904 0.977 0.795 0.749
IPSL-CM6A-LR [-] 10.2 10.7 4.77 10.6 8.16 -0.514 1.17 0.524 0.753 0.743 0.932 0.927 0.828 0.821
MIROC6 [-] 10.4 10.7 3.91 10.7 7.68 -0.305 0.925 0.470 0.789 0.768 0.939 0.942 0.844 0.842
MPI-ESM1-2-LR [-] 14.8 15.4 7.12 10.8 8.35 4.54 5.10 1.38 0.200 0.429 0.798 0.927 0.368 0.525
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 12.6
ELM_CN [-] 14.2 14.2 12.8 9.44 1.39 1.61 0.559 0.465 0.622 0.926 0.999 0.705 0.723
ELM_CNP [-] 14.1 14.1 12.8 9.44 1.32 1.54 0.531 0.476 0.627 0.931 0.999 0.702 0.727
IPSL-CM6A-LR [-] 12.7 12.9 6.88 12.7 8.58 -0.209 1.08 0.487 0.695 0.706 0.938 0.961 0.648 0.776
MIROC6 [-] 12.6 12.7 5.24 12.7 8.12 -0.143 0.828 0.383 0.744 0.733 0.952 0.981 0.648 0.799
MPI-ESM1-2-LR [-] 17.7 17.8 11.5 12.9 9.55 4.91 5.24 1.12 0.110 0.367 0.868 0.821 0.349 0.480
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 11.4
ELM_CN [-] 12.7 12.7 11.5 8.56 1.12 1.41 0.466 0.491 0.608 0.947 0.996 0.600 0.708
ELM_CNP [-] 12.6 12.6 11.5 8.56 1.06 1.35 0.460 0.507 0.613 0.948 0.997 0.598 0.713
IPSL-CM6A-LR [-] 11.3 11.4 6.28 11.5 8.08 -0.305 0.890 0.449 0.734 0.723 0.941 0.970 0.547 0.773
MIROC6 [-] 11.3 11.4 5.03 11.4 8.02 -0.248 0.744 0.361 0.765 0.741 0.954 0.972 0.550 0.787
MPI-ESM1-2-LR [-] 16.9 16.9 11.3 11.5 9.03 5.35 5.74 1.02 0.0741 0.299 0.864 0.734 0.234 0.417
Download Data
Period Mean (original grids) [K]
Model Period Mean (intersection) [K]
Model Period Mean (complement) [K]
Benchmark Period Mean (intersection) [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]
Interannual Variability Score [1]
Overall Score [1]
Benchmark [-] 13.5
ELM_CN [-] 13.7 13.7 13.7 11.3 0.0905 1.25 0.806 0.727 0.620 0.882 0.970 0.910 0.788
ELM_CNP [-] 13.7 13.7 13.7 11.3 0.0907 1.25 0.805 0.728 0.620 0.882 0.971 0.910 0.788
IPSL-CM6A-LR [-] 13.5 13.5 8.56 13.6 11.2 -0.306 1.01 0.628 0.771 0.712 0.908 0.987 0.912 0.834
MIROC6 [-] 13.4 13.5 8.35 13.5 12.1 -0.126 0.846 0.499 0.808 0.728 0.930 0.996 0.912 0.850
MPI-ESM1-2-LR [-] 24.0 24.1 17.6 13.6 11.6 10.5 11.0 2.08 0.0194 0.198 0.673 0.995 0.281 0.394

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
Data not available
RMSE
Data not available
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RMSE SCORE
Data not available
Data not available
BENCHMARK INTERANNUAL VARIABILITY
Data not available
Data not available
MODEL INTERANNUAL VARIABILITY
Data not available
Data not available
INTERANNUAL VARIABILITY SCORE
Data not available
Data not available
BENCHMARK MAX MONTH
Data not available
Data not available
MODEL MAX MONTH
Data not available
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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
ELM_CN
Data not available
Data not available
ELM_CNP
Data not available
Data not available
IPSL-CM6A-LR
Data not available
Data not available
MIROC6
Data not available
Data not available
MPI-ESM1-2-LR
Data not available
Data not available

Data Information

  Title:
CRU TS4.01 Diurnal Temperature Range

  Institution:
Original Data held at British Atmospheric Data Centre, RAL, UK.

  Source:
Run ID = 1709081022. Data generated from:dtr.1708250000.dtb

  History:
2018-01-15: download from https://crudata.uea.ac.uk/cru/data/hrg/cru_ts_4.01/cruts.1709081022.v4.01/ 2019-02-06: converted and created to netCDF4 for ILAMB package

  References:
Harris et al., 2014, Int. J. Climatol., doi:10.1002/joc.3711

  Conventions:
CF-1.7

  Creation_date:
Fri Feb 8 13:55:45 PST 2019

  Contact:
Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Forrest Hoffman (forrest@climatemodeling.org) for any question

  Original_resolution:
0.5x0.5

  Resolution:
0.5x0.5

  Original_frequency:
mon

  Frequency:
mon