Mean State

Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 24.9
bcc-csm1-1 [-] 41.0 35.3 89.9 24.9 15.4 27.9 1.51 0.477 0.275 0.785 0.630 0.381 0.470
bcc-csm1-1-m [-] 38.3 34.6 86.9 25.0 12.3 24.3 1.46 0.549 0.302 0.822 0.784 0.376 0.523
CESM1-BGC [-] 58.1 55.2 92.7 25.0 32.1 42.4 1.14 0.206 0.234 0.860 0.860 0.399 0.465
E3SMv1-CTC [-] 60.0 56.4 103. 24.9 32.8 40.2 1.01 0.223 0.282 0.898 0.954 0.343 0.497
E3SMv1-ECA [-] 59.3 55.9 101. 24.9 32.2 40.2 0.805 0.218 0.282 0.902 0.935 0.317 0.489
GFDL-ESM2G [-] 45.4 41.1 87.0 24.9 20.1 39.6 1.40 0.401 0.184 0.796 0.660 0.271 0.416
inmcm4 [-] 38.7 37.8 47.0 24.9 14.3 27.7 1.37 0.442 0.242 0.841 0.756 0.287 0.468
IPSL-CM5A-LR [-] 25.3 18.4 74.3 24.9 -1.10 21.9 1.21 0.481 0.359 0.807 0.517 0.696 0.537
MeanCMIP5 [-] 49.2 44.3 100. 24.9 21.2 25.6 0.791 0.309 0.429 0.906 0.892 0.758 0.621
MIROC-ESM [-] 65.8 64.6 78.2 24.9 44.3 52.9 1.15 0.145 0.224 0.854 0.671 0.412 0.422
MPI-ESM-LR [-] 38.0 37.6 44.0 24.9 16.5 27.9 0.941 0.421 0.294 0.886 0.610 0.339 0.474
NorESM1-ME [-] 62.9 60.2 90.5 24.9 37.4 46.1 1.38 0.165 0.250 0.819 0.818 0.430 0.455
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 19.3
bcc-csm1-1 [-] 23.0 23.2 21.2 19.3 3.77 11.1 0.400 0.853 0.665 0.964 0.949 0.316 0.736
bcc-csm1-1-m [-] 26.3 26.3 25.8 19.3 6.97 12.2 0.537 0.758 0.674 0.949 0.942 0.232 0.705
CESM1-BGC [-] 22.2 22.2 23.1 19.4 2.79 11.4 0.399 0.790 0.682 0.967 0.614 0.368 0.684
E3SMv1-CTC [-] 27.5 27.3 26.3 19.3 7.91 12.5 0.486 0.703 0.710 0.962 0.646 0.297 0.671
E3SMv1-ECA [-] 21.7 21.4 22.6 19.3 2.07 10.7 0.381 0.842 0.682 0.968 0.744 0.345 0.710
GFDL-ESM2G [-] 27.7 28.0 24.0 19.5 8.35 14.0 0.642 0.703 0.655 0.954 0.942 0.149 0.676
inmcm4 [-] 22.2 22.8 19.5 19.3 3.59 13.8 0.481 0.803 0.596 0.965 0.644 0.165 0.628
IPSL-CM5A-LR [-] 28.8 28.8 28.9 19.4 9.49 14.1 0.227 0.675 0.658 0.977 0.858 0.284 0.685
MeanCMIP5 [-] 24.8 24.6 24.0 19.3 5.24 7.98 0.239 0.799 0.800 0.978 0.847 0.822 0.841
MIROC-ESM [-] 22.4 22.7 21.4 19.3 3.51 10.5 0.223 0.825 0.701 0.980 0.708 0.435 0.725
MPI-ESM-LR [-] 28.4 28.1 25.8 19.3 8.75 13.4 0.578 0.691 0.663 0.961 0.810 0.187 0.662
NorESM1-ME [-] 18.8 18.8 19.3 19.4 -0.541 11.9 0.394 0.815 0.667 0.966 0.603 0.385 0.684
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 16.8
bcc-csm1-1 [-] 22.0 23.3 19.1 16.8 5.73 12.5 0.691 0.727 0.592 0.932 0.890 0.340 0.679
bcc-csm1-1-m [-] 25.0 25.2 22.0 16.9 7.95 14.1 0.516 0.665 0.576 0.953 0.829 0.255 0.642
CESM1-BGC [-] 19.5 19.8 18.4 16.9 2.92 11.5 0.406 0.744 0.611 0.962 0.772 0.367 0.678
E3SMv1-CTC [-] 26.8 28.3 21.4 16.8 10.7 15.1 0.562 0.567 0.597 0.948 0.693 0.259 0.610
E3SMv1-ECA [-] 23.0 24.0 19.4 16.8 6.54 12.0 0.599 0.700 0.621 0.947 0.830 0.385 0.684
GFDL-ESM2G [-] 29.0 30.5 23.9 16.8 12.6 18.3 0.620 0.526 0.527 0.950 0.768 0.152 0.575
inmcm4 [-] 26.1 26.9 20.2 16.8 9.73 19.1 0.663 0.575 0.450 0.948 0.570 0.188 0.530
IPSL-CM5A-LR [-] 27.3 28.3 22.4 16.9 11.3 16.2 0.426 0.551 0.559 0.958 0.858 0.280 0.628
MeanCMIP5 [-] 24.0 25.1 20.3 16.8 7.75 10.7 0.351 0.657 0.706 0.967 0.836 0.788 0.777
MIROC-ESM [-] 24.3 26.5 17.8 16.8 9.22 15.0 0.602 0.621 0.583 0.931 0.787 0.354 0.643
MPI-ESM-LR [-] 24.6 25.8 21.7 16.8 8.37 14.7 0.715 0.634 0.557 0.941 0.802 0.188 0.613
NorESM1-ME [-] 18.7 18.5 16.7 16.9 1.16 11.2 0.522 0.755 0.618 0.948 0.779 0.428 0.691
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 52.6
bcc-csm1-1 [-] 68.2 58.4 90.7 52.6 13.0 33.6 1.86 0.422 0.295 0.715 0.935 0.283 0.491
bcc-csm1-1-m [-] 61.3 56.4 79.7 52.7 7.70 31.5 1.69 0.408 0.306 0.745 0.955 0.283 0.500
CESM1-BGC [-] 78.1 74.3 95.7 52.9 25.9 40.2 1.80 0.317 0.283 0.743 0.955 0.329 0.485
E3SMv1-CTC [-] 79.6 71.7 107. 52.6 22.1 39.0 1.48 0.338 0.302 0.781 0.869 0.255 0.474
E3SMv1-ECA [-] 74.4 65.6 106. 52.6 16.4 35.8 1.60 0.364 0.313 0.759 0.904 0.273 0.488
GFDL-ESM2G [-] 79.2 72.9 101. 52.7 25.4 44.9 1.59 0.357 0.213 0.773 0.939 0.136 0.438
inmcm4 [-] 68.4 65.4 75.6 52.6 16.6 41.5 2.45 0.454 0.176 0.682 0.902 0.105 0.416
IPSL-CM5A-LR [-] 61.2 51.9 79.9 52.8 7.25 38.6 2.00 0.283 0.320 0.609 0.860 0.539 0.488
MeanCMIP5 [-] 75.8 65.9 102. 52.6 17.0 31.2 1.40 0.381 0.415 0.803 0.941 0.771 0.621
MIROC-ESM [-] 47.9 48.3 39.7 52.6 16.4 56.4 1.92 0.215 0.242 0.699 0.579 0.241 0.370
MPI-ESM-LR [-] 59.8 58.1 63.3 52.6 18.7 40.2 1.34 0.362 0.269 0.817 0.771 0.192 0.447
NorESM1-ME [-] 77.4 71.1 98.7 52.8 24.1 44.1 2.05 0.287 0.276 0.700 0.937 0.339 0.469
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 20.8
bcc-csm1-1 [-] 30.5 29.2 51.4 20.8 9.64 20.9 1.20 0.638 0.446 0.842 0.893 0.224 0.582
bcc-csm1-1-m [-] 31.7 29.8 61.7 20.8 9.57 19.2 1.06 0.636 0.462 0.891 0.914 0.206 0.595
CESM1-BGC [-] 35.8 34.6 60.1 20.8 14.7 22.3 0.960 0.502 0.443 0.909 0.873 0.242 0.569
E3SMv1-CTC [-] 35.1 33.6 51.2 20.8 13.1 19.6 0.746 0.551 0.500 0.928 0.960 0.250 0.615
E3SMv1-ECA [-] 34.6 33.2 50.3 20.8 12.7 19.7 0.773 0.590 0.501 0.918 0.970 0.248 0.621
GFDL-ESM2G [-] 32.9 30.5 63.5 20.7 10.5 21.1 0.997 0.568 0.430 0.900 0.775 0.141 0.541
inmcm4 [-] 33.0 31.9 48.4 20.8 11.6 23.9 0.890 0.564 0.379 0.915 0.748 0.148 0.522
IPSL-CM5A-LR [-] 30.4 29.2 50.4 20.8 9.23 17.6 0.961 0.608 0.492 0.907 0.889 0.342 0.622
MeanCMIP5 [-] 33.9 32.0 63.1 20.8 11.8 16.4 0.719 0.565 0.581 0.932 0.924 0.803 0.731
MIROC-ESM [-] 37.6 36.9 52.7 20.8 17.9 27.2 0.821 0.488 0.443 0.919 0.791 0.360 0.574
MPI-ESM-LR [-] 29.2 29.0 39.8 20.8 9.32 20.2 0.762 0.554 0.446 0.926 0.732 0.203 0.551
NorESM1-ME [-] 34.9 33.2 63.4 20.8 13.4 22.1 0.984 0.550 0.450 0.902 0.819 0.259 0.572
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 89.2
bcc-csm1-1 [-] 110. 101. 118. 89.2 18.0 28.8 2.62 0.232 0.0835 0.568 0.863 0.185 0.336
bcc-csm1-1-m [-] 107. 104. 113. 89.4 17.3 28.1 2.47 0.228 0.0842 0.602 0.908 0.162 0.345
CESM1-BGC [-] 113. 111. 118. 89.3 23.3 27.6 2.41 0.0919 0.140 0.629 0.994 0.240 0.373
E3SMv1-CTC [-] 111. 109. 115. 89.2 20.8 24.2 2.60 0.102 0.187 0.579 0.811 0.416 0.380
E3SMv1-ECA [-] 108. 104. 114. 89.2 16.6 22.1 2.67 0.203 0.168 0.558 0.992 0.326 0.403
GFDL-ESM2G [-] 114. 110. 120. 89.4 23.7 31.4 2.69 0.117 0.0677 0.577 0.973 0.124 0.321
inmcm4 [-] 127. 125. 132. 89.2 39.5 46.2 3.20 0.0355 0.0604 0.468 0.716 0.137 0.246
IPSL-CM5A-LR [-] 99.6 99.4 99.8 89.2 11.6 17.9 2.51 0.312 0.189 0.589 0.981 0.361 0.437
MeanCMIP5 [-] 115. 112. 121. 89.2 24.3 26.0 2.86 0.0757 0.290 0.526 0.924 0.735 0.473
MIROC-ESM [-] 122. 120. 125. 89.2 30.8 33.9 3.36 0.0389 0.159 0.432 0.971 0.426 0.364
MPI-ESM-LR [-] 117. 115. 119. 89.2 32.9 41.3 2.50 0.101 0.0496 0.615 0.701 0.102 0.270
NorESM1-ME [-] 110. 109. 112. 89.2 20.5 24.8 2.62 0.0904 0.149 0.588 0.759 0.231 0.328
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 31.1
bcc-csm1-1 [-] 41.2 38.4 47.7 31.1 9.47 24.9 1.98 0.692 0.424 0.689 0.721 0.193 0.524
bcc-csm1-1-m [-] 39.9 38.6 48.2 31.1 9.89 25.4 1.47 0.670 0.432 0.797 0.711 0.151 0.532
CESM1-BGC [-] 45.2 44.3 52.0 31.1 14.9 21.6 0.804 0.562 0.574 0.899 0.602 0.258 0.578
E3SMv1-CTC [-] 47.3 45.6 54.9 31.1 15.2 20.8 0.870 0.560 0.583 0.902 0.954 0.211 0.632
E3SMv1-ECA [-] 46.1 44.3 53.6 31.1 13.9 19.8 0.872 0.587 0.589 0.897 0.858 0.263 0.631
GFDL-ESM2G [-] 49.9 48.6 56.5 31.1 19.2 24.9 0.846 0.482 0.552 0.898 0.687 0.163 0.556
inmcm4 [-] 37.6 37.9 34.6 31.1 7.92 28.4 1.11 0.696 0.358 0.872 0.723 0.0628 0.511
IPSL-CM5A-LR [-] 44.2 43.1 46.7 31.1 12.9 21.5 1.12 0.597 0.524 0.872 0.821 0.367 0.618
MeanCMIP5 [-] 46.2 44.1 54.9 31.1 14.0 18.5 0.876 0.580 0.646 0.887 0.833 0.792 0.731
MIROC-ESM [-] 49.2 48.7 45.2 31.1 20.9 28.4 1.08 0.459 0.546 0.843 0.545 0.286 0.537
MPI-ESM-LR [-] 41.6 42.4 37.8 31.0 14.6 24.6 0.995 0.585 0.505 0.877 0.682 0.106 0.543
NorESM1-ME [-] 46.8 44.5 56.1 31.1 15.3 22.0 1.11 0.559 0.560 0.870 0.593 0.265 0.568
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 31.7
bcc-csm1-1 [-] 37.7 35.3 56.7 31.7 5.61 20.3 1.40 0.506 0.322 0.766 0.948 0.205 0.512
bcc-csm1-1-m [-] 37.9 36.0 58.1 31.7 5.45 20.0 1.28 0.500 0.310 0.782 0.953 0.201 0.509
CESM1-BGC [-] 47.0 45.6 61.9 31.7 15.0 23.1 1.18 0.362 0.330 0.817 0.884 0.255 0.496
E3SMv1-CTC [-] 45.4 43.7 63.7 31.7 12.7 20.8 1.09 0.444 0.359 0.823 0.937 0.255 0.529
E3SMv1-ECA [-] 44.0 42.3 62.5 31.7 11.3 20.1 1.09 0.476 0.368 0.819 0.943 0.251 0.537
GFDL-ESM2G [-] 44.4 42.4 61.3 31.7 12.2 26.0 1.30 0.429 0.263 0.773 0.916 0.119 0.461
inmcm4 [-] 45.6 44.7 53.8 31.7 14.1 27.4 1.23 0.376 0.240 0.784 0.839 0.144 0.437
IPSL-CM5A-LR [-] 37.7 35.7 53.0 31.7 6.08 19.2 1.16 0.449 0.367 0.788 0.927 0.399 0.550
MeanCMIP5 [-] 43.6 41.6 64.0 31.7 10.9 16.5 1.01 0.470 0.450 0.819 0.945 0.733 0.644
MIROC-ESM [-] 45.5 45.1 49.8 31.7 15.9 26.4 1.26 0.363 0.340 0.759 0.846 0.305 0.492
MPI-ESM-LR [-] 39.9 39.4 45.2 31.7 9.88 21.8 1.20 0.410 0.315 0.791 0.891 0.192 0.486
NorESM1-ME [-] 46.3 44.4 63.3 31.7 13.7 23.9 1.30 0.378 0.327 0.783 0.870 0.263 0.491
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 6.65
bcc-csm1-1 [-] 14.1 12.1 53.1 6.65 8.67 15.3 2.78 0.402 0.174 0.547 0.491 0.193 0.330
bcc-csm1-1-m [-] 11.3 8.40 58.0 6.48 4.26 10.4 2.33 0.515 0.207 0.665 0.515 0.253 0.394
CESM1-BGC [-] 14.6 12.5 56.7 6.65 7.76 13.8 2.45 0.371 0.214 0.718 0.542 0.204 0.377
E3SMv1-CTC [-] 19.6 17.1 65.3 6.65 11.8 16.7 2.26 0.259 0.223 0.768 0.666 0.196 0.389
E3SMv1-ECA [-] 21.8 19.4 67.4 6.65 14.0 19.7 2.34 0.218 0.214 0.762 0.644 0.160 0.369
GFDL-ESM2G [-] 16.7 12.2 64.6 6.54 8.58 15.0 2.53 0.371 0.197 0.730 0.443 0.131 0.345
inmcm4 [-] 8.40 7.92 13.0 6.65 1.92 9.15 2.26 0.520 0.199 0.734 0.881 0.194 0.455
IPSL-CM5A-LR [-] 9.98 7.64 39.0 6.65 3.81 9.84 2.42 0.402 0.295 0.636 0.485 0.471 0.431
MeanCMIP5 [-] 14.7 11.8 60.9 6.65 6.80 9.51 2.34 0.413 0.358 0.735 0.664 0.730 0.543
MIROC-ESM [-] 11.7 13.1 21.4 6.65 11.5 17.5 2.23 0.331 0.213 0.773 0.300 0.213 0.341
MPI-ESM-LR [-] 6.64 5.86 10.8 6.64 3.75 10.7 2.20 0.433 0.260 0.780 0.331 0.339 0.400
NorESM1-ME [-] 16.2 12.8 66.9 6.65 9.23 15.4 2.45 0.341 0.199 0.719 0.421 0.190 0.345
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 39.5
bcc-csm1-1 [-] 45.6 41.5 75.5 39.5 3.02 21.5 2.31 0.535 0.318 0.624 0.972 0.201 0.495
bcc-csm1-1-m [-] 41.5 39.4 75.9 40.1 0.0857 22.3 1.96 0.517 0.298 0.602 0.950 0.251 0.486
CESM1-BGC [-] 62.0 58.7 81.5 39.5 19.8 29.4 1.90 0.316 0.293 0.658 0.948 0.221 0.455
E3SMv1-CTC [-] 50.0 46.9 84.1 39.5 7.86 18.8 1.45 0.538 0.372 0.748 0.986 0.309 0.554
E3SMv1-ECA [-] 51.1 47.9 85.0 39.5 8.89 19.4 1.56 0.519 0.374 0.728 0.985 0.239 0.536
GFDL-ESM2G [-] 63.4 61.7 83.8 40.0 22.4 38.7 1.76 0.323 0.203 0.678 0.955 0.0851 0.408
inmcm4 [-] 47.6 46.9 59.2 39.5 7.56 28.8 1.57 0.398 0.220 0.693 0.884 0.177 0.432
IPSL-CM5A-LR [-] 40.7 39.3 78.2 39.5 1.03 20.6 1.54 0.389 0.375 0.710 0.883 0.580 0.552
MeanCMIP5 [-] 53.8 50.6 83.9 39.5 11.6 17.6 1.37 0.434 0.480 0.792 0.967 0.784 0.656
MIROC-ESM [-] 65.1 61.6 69.4 39.5 24.4 32.6 2.24 0.248 0.306 0.595 0.840 0.327 0.437
MPI-ESM-LR [-] 47.0 46.6 54.5 39.5 8.42 24.2 1.52 0.373 0.258 0.703 0.881 0.292 0.461
NorESM1-ME [-] 59.8 59.3 83.7 39.5 20.5 31.4 2.40 0.286 0.276 0.563 0.903 0.208 0.419
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 85.0
bcc-csm1-1 [-] 62.2 59.3 77.0 85.0 -23.4 40.4 2.45 0.129 0.0828 0.620 0.480 0.144 0.256
bcc-csm1-1-m [-] 67.3 66.0 76.3 85.0 -17.9 39.2 1.52 0.122 0.0614 0.784 0.508 0.192 0.288
CESM1-BGC [-] 93.1 92.0 86.1 85.0 7.48 33.0 1.62 0.184 0.0672 0.778 0.420 0.202 0.286
E3SMv1-CTC [-] 89.5 87.9 95.7 85.0 2.96 32.1 1.20 0.225 0.0643 0.853 0.603 0.167 0.329
E3SMv1-ECA [-] 86.3 84.7 92.5 85.0 -0.250 30.1 1.48 0.246 0.0638 0.807 0.637 0.106 0.321
GFDL-ESM2G [-] 74.2 73.0 87.3 85.0 -10.9 44.6 2.20 0.142 0.0288 0.673 0.647 0.0812 0.267
inmcm4 [-] 127. 128. 102. 85.0 42.0 55.9 2.60 0.0594 0.0608 0.568 0.393 0.223 0.227
IPSL-CM5A-LR [-] 79.0 77.7 87.2 85.0 -5.94 34.1 2.12 0.240 0.0858 0.664 0.344 0.309 0.288
MeanCMIP5 [-] 86.0 84.8 90.3 85.0 -0.0534 23.5 1.76 0.214 0.135 0.753 0.732 0.640 0.435
MIROC-ESM [-] 86.5 87.6 74.1 85.0 2.70 39.0 1.83 0.115 0.0864 0.748 0.303 0.186 0.254
MPI-ESM-LR [-] 80.6 81.3 66.6 85.0 -2.32 40.0 1.92 0.151 0.0514 0.724 0.286 0.0859 0.225
NorESM1-ME [-] 92.6 91.6 90.6 85.0 6.94 30.0 1.41 0.239 0.0881 0.803 0.543 0.227 0.332
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 55.8
bcc-csm1-1 [-] 56.0 50.1 95.0 55.8 -1.98 28.2 1.98 0.501 0.328 0.710 0.879 0.220 0.494
bcc-csm1-1-m [-] 57.5 54.0 88.0 56.1 -0.617 28.4 1.35 0.521 0.301 0.811 0.959 0.207 0.517
CESM1-BGC [-] 78.1 75.9 99.3 56.3 20.9 30.8 1.14 0.401 0.332 0.832 0.988 0.253 0.523
E3SMv1-CTC [-] 72.8 68.6 101. 55.8 14.0 25.5 1.12 0.552 0.360 0.831 0.990 0.240 0.556
E3SMv1-ECA [-] 69.9 65.5 101. 55.8 10.9 23.9 1.20 0.573 0.378 0.817 0.988 0.254 0.565
GFDL-ESM2G [-] 64.3 61.1 93.7 56.0 7.55 29.3 1.36 0.567 0.271 0.773 0.968 0.157 0.501
inmcm4 [-] 85.6 83.0 99.6 55.8 29.0 42.8 1.12 0.274 0.253 0.821 0.796 0.129 0.421
IPSL-CM5A-LR [-] 60.7 54.4 96.3 56.0 2.49 25.9 1.26 0.533 0.364 0.821 0.823 0.357 0.544
MeanCMIP5 [-] 70.3 64.7 105. 55.8 10.5 20.6 1.05 0.589 0.449 0.834 0.984 0.757 0.677
MIROC-ESM [-] 71.0 68.6 92.9 55.8 16.9 35.0 1.73 0.458 0.307 0.743 0.912 0.272 0.500
MPI-ESM-LR [-] 62.3 59.2 79.1 55.8 5.18 29.6 1.28 0.538 0.283 0.796 0.913 0.142 0.492
NorESM1-ME [-] 74.6 70.2 101. 56.0 16.3 27.8 1.49 0.487 0.347 0.748 0.983 0.241 0.525
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 52.2
bcc-csm1-1 [-] 62.4 60.1 92.3 52.2 9.62 25.9 1.21 0.582 0.323 0.859 0.957 0.190 0.539
bcc-csm1-1-m [-] 59.3 57.7 94.0 52.2 6.29 26.1 1.40 0.564 0.293 0.775 0.920 0.225 0.512
CESM1-BGC [-] 82.5 81.6 98.9 52.2 29.7 37.2 1.30 0.256 0.342 0.829 0.983 0.259 0.502
E3SMv1-CTC [-] 71.5 69.7 100. 52.2 17.9 28.8 1.03 0.427 0.360 0.862 0.984 0.285 0.546
E3SMv1-ECA [-] 71.6 69.8 99.9 52.2 18.1 27.9 0.912 0.453 0.391 0.877 0.964 0.273 0.558
GFDL-ESM2G [-] 76.6 76.0 87.2 52.2 25.0 41.1 1.27 0.341 0.242 0.807 0.962 0.117 0.452
inmcm4 [-] 74.7 76.5 71.6 52.2 25.2 43.1 1.20 0.326 0.217 0.822 0.733 0.107 0.404
IPSL-CM5A-LR [-] 66.8 64.9 80.4 52.2 13.8 25.6 0.996 0.473 0.394 0.877 0.894 0.403 0.573
MeanCMIP5 [-] 74.7 73.0 100. 52.2 21.1 25.6 0.762 0.357 0.484 0.905 0.989 0.715 0.656
MIROC-ESM [-] 74.7 75.5 68.8 52.2 25.9 35.7 1.21 0.291 0.388 0.817 0.911 0.293 0.515
MPI-ESM-LR [-] 70.7 72.4 53.7 52.2 22.0 33.0 1.18 0.322 0.342 0.833 0.882 0.261 0.497
NorESM1-ME [-] 85.4 84.4 99.3 52.2 32.8 39.7 1.56 0.230 0.329 0.756 0.970 0.232 0.474
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 65.1
bcc-csm1-1 [-] 65.3 64.9 70.4 65.1 0.177 30.2 1.56 0.393 0.214 0.789 0.877 0.135 0.437
bcc-csm1-1-m [-] 69.2 69.3 68.2 65.1 4.16 31.7 1.50 0.376 0.197 0.779 0.921 0.123 0.432
CESM1-BGC [-] 87.6 88.5 77.9 65.1 23.1 33.4 1.45 0.259 0.205 0.799 0.989 0.197 0.442
E3SMv1-CTC [-] 78.9 79.4 75.6 65.1 14.0 28.6 1.62 0.393 0.220 0.736 0.986 0.211 0.461
E3SMv1-ECA [-] 78.3 78.7 76.1 65.1 13.3 27.5 1.49 0.398 0.236 0.750 0.984 0.217 0.470
GFDL-ESM2G [-] 71.4 71.6 69.4 65.1 6.61 40.9 1.94 0.452 0.114 0.682 0.933 0.0667 0.394
inmcm4 [-] 86.2 88.7 61.5 65.1 23.8 45.9 1.49 0.285 0.120 0.767 0.874 0.111 0.380
IPSL-CM5A-LR [-] 64.4 65.2 57.6 65.1 0.00821 31.7 1.80 0.315 0.228 0.678 0.909 0.332 0.448
MeanCMIP5 [-] 75.2 75.7 73.2 65.1 10.3 23.1 1.63 0.504 0.287 0.702 0.957 0.650 0.565
MIROC-ESM [-] 75.5 77.2 57.4 65.1 12.5 32.8 1.84 0.345 0.241 0.686 0.975 0.242 0.455
MPI-ESM-LR [-] 73.5 74.8 58.2 65.1 9.82 32.9 1.82 0.337 0.218 0.671 0.966 0.152 0.427
NorESM1-ME [-] 78.2 78.9 73.3 65.1 13.7 36.4 1.44 0.294 0.197 0.799 0.955 0.204 0.441
Download Data
Period Mean (original grids) [W m-2]
Model Period Mean (intersection) [W m-2]
Model Period Mean (complement) [W m-2]
Benchmark Period Mean (intersection) [W m-2]
Benchmark Period Mean (complement) [W m-2]
Bias [W m-2]
RMSE [W m-2]
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 [-] 34.9
bcc-csm1-1 [-] 42.4 40.9 57.2 34.9 6.39 21.6 0.945 0.662 0.491 0.891 0.913 0.186 0.606
bcc-csm1-1-m [-] 41.8 39.9 59.1 35.0 4.94 24.7 1.45 0.694 0.420 0.818 0.825 0.172 0.558
CESM1-BGC [-] 54.8 53.7 67.2 35.1 19.0 26.4 0.697 0.520 0.501 0.941 0.982 0.293 0.623
E3SMv1-CTC [-] 55.9 55.0 63.2 34.9 20.2 26.3 0.621 0.510 0.554 0.949 0.953 0.193 0.619
E3SMv1-ECA [-] 52.3 51.3 60.9 34.9 16.5 23.2 0.665 0.584 0.566 0.943 0.955 0.239 0.642
GFDL-ESM2G [-] 53.4 52.9 62.3 35.0 18.2 28.9 0.699 0.538 0.447 0.935 0.980 0.0890 0.573
inmcm4 [-] 58.4 58.0 61.1 34.9 23.6 39.7 1.15 0.452 0.325 0.884 0.939 0.119 0.507
IPSL-CM5A-LR [-] 48.1 46.5 62.0 35.0 12.0 20.2 0.671 0.656 0.578 0.949 0.932 0.463 0.693
MeanCMIP5 [-] 51.8 50.4 64.9 34.9 15.7 20.6 0.777 0.580 0.625 0.935 0.957 0.761 0.747
MIROC-ESM [-] 52.9 53.4 49.1 34.9 19.6 30.1 0.927 0.550 0.525 0.900 0.954 0.363 0.636
MPI-ESM-LR [-] 53.8 53.8 56.6 34.9 19.1 28.4 0.613 0.493 0.480 0.954 0.958 0.167 0.589
NorESM1-ME [-] 55.5 53.9 63.2 35.0 19.1 26.8 0.628 0.537 0.513 0.945 0.967 0.366 0.640

Temporally integrated period mean

BENCHMARK MEAN
Data not available
Data not available
MODEL MEAN
Data not available
Data not available
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 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
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
bcc-csm1-1
Data not available
Data not available
bcc-csm1-1-m
Data not available
Data not available
CESM1-BGC
Data not available
Data not available
E3SMv1-CTC
Data not available
Data not available
E3SMv1-ECA
Data not available
Data not available
GFDL-ESM2G
Data not available
Data not available
inmcm4
Data not available
Data not available
IPSL-CM5A-LR
Data not available
Data not available
MeanCMIP5
Data not available
Data not available
MIROC-ESM
Data not available
Data not available
MPI-ESM-LR
Data not available
Data not available
NorESM1-ME
Data not available
Data not available

Data Information

  Title:
Derived Optimal Linear Combination Evapotranspiration v1.0

  Institution:
Climate Change Research Center (CCRC) - UNSW - Sydney - Australia

  Source:
ET from GLEAM, MOD16, MPIBGC and PML datasets and observations from FLUXNET

  History:
2017-01-08 17:24:33 v1.0

  References:
Hobeichi, Sanaa, 2017: Derived Optimal Linear Combination Evapotranspiration v1.0 . NCI National Research Data Collection , doi:10.4225/41/58980b55b0495 Hobeichi, S., Abramowitz, G., Evans J. and A. Ukkola. Derived Optimal Linear Combination Evapotranspiration (DOLCE): a global gridded synthesis ET estimate (in prep.)

  Conventions:
CF-1.6, ACDD-1.3

  Description:
DOLCE monthly evapotranspiration product derived by combining DOLCE tier1, tier2 and tier3

  Summary:
Monthly evapotranspiration and its associated uncertainty on a global scale for 2000

  License:
http://creativecommons.org/licenses/by-nc-nd/4.0/

  Id:
http://dx.doi.org/10.4225/41/58980b55b0495

  Product_version:
1.0

  Contact:
s.hobeichi@student.unsw.edu.au

  Organisation:
ARC Centre of Excellence for Climate System Science

  Keywords:
Meteorology, Climatology, Land Surface Processes, Land Surface Models, Evapotranspiration

  Date_created:
2017-02-01

  Creator_name:
Sanaa Hobeichi

  Creator_email:
s.hobeichi@student.unsw.edu.au

  Publisher_name:
ARCCSS data manager

  Publisher_email:
paola.petrelli@utas.edu.au

  Time_coverage_start:
2000-01-01

  Time_coverage_end:
2000-12-31

  Geospatial_lat_min:
-90.0

  Geospatial_lat_max:
90.0

  Geospatial_lon_min:
-180.0

  Geospatial_lon_max:
180.0