Mean State

Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.107
bcc-csm1-1 [-] 0.154 0.156 0.133 0.107 0.128 0.0474 0.385 2.10 0.289 0.119 0.681 0.347 0.248 0.300
bcc-csm1-1-m [-] 0.346 0.326 0.589 0.108 0.353 0.227 1.02 2.02 0.169 0.0201 0.691 0.753 0.0558 0.285
CESM1-BGC [-] 0.403 0.375 0.771 0.106 1.15 0.274 0.616 1.52 0.318 0.141 0.789 0.460 0.355 0.367
E3SMv1-CTC [-] 0.315 0.287 0.655 0.107 0.190 0.454 1.35 0.308 0.137 0.818 0.735 0.370 0.417
E3SMv1-ECA [-] 0.345 0.315 0.708 0.107 0.218 0.485 1.46 0.282 0.124 0.800 0.709 0.353 0.399
GFDL-ESM2G [-] 0.453 0.411 0.885 0.107 0.322 0.644 1.57 0.385 0.188 0.774 0.329 0.304 0.361
inmcm4 [-] 0.0726 0.0646 0.144 0.0971 0.670 -0.0325 0.253 2.09 0.644 0.276 0.677 0.586 0.454 0.486
IPSL-CM5A-LR [-] 0.000219 0.000130 0.00100 0.106 0.411 -0.106 0.231 1.88 0.684 0.367 0.737 2.64e-05 0.375 0.422
MeanCMIP5 [-] 0.242 0.225 0.411 0.107 0.124 0.338 1.72 0.307 0.149 0.743 0.869 0.437 0.442
MIROC-ESM [-] 0.170 0.165 0.222 0.105 0.146 0.0623 0.357 1.90 0.482 0.173 0.721 0.752 0.422 0.454
MPI-ESM-LR [-] 0.0370 0.0346 0.0695 0.107 -0.0747 0.231 1.44 0.670 0.347 0.810 0.0803 0.461 0.452
NorESM1-ME [-] 0.471 0.438 0.867 0.107 0.354 0.767 1.67 0.303 0.134 0.763 0.335 0.327 0.333
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.888
bcc-csm1-1 [-] 0.222 0.219 0.278 0.888 -0.668 1.25 1.51 0.583 0.385 0.794 0.0987 0.594 0.473
bcc-csm1-1-m [-] 0.715 0.706 0.917 0.887 1.60 -0.178 1.89 0.777 0.701 0.211 0.934 0.707 0.542 0.551
CESM1-BGC [-] 0.839 0.834 0.975 0.883 2.04 -0.0447 1.37 0.673 0.713 0.316 0.943 0.843 0.627 0.626
E3SMv1-CTC [-] 0.700 0.690 0.822 0.888 -0.193 1.45 0.404 0.723 0.297 0.969 0.738 0.582 0.601
E3SMv1-ECA [-] 0.720 0.711 0.848 0.888 -0.171 1.58 0.476 0.714 0.271 0.964 0.737 0.575 0.589
GFDL-ESM2G [-] 0.585 0.580 0.703 0.882 -0.301 1.49 0.621 0.721 0.276 0.948 0.461 0.588 0.545
inmcm4 [-] 0.774 0.753 1.10 0.883 1.65 -0.130 1.44 0.688 0.708 0.304 0.937 0.757 0.616 0.604
IPSL-CM5A-LR [-] 0.0112 0.0109 0.0169 0.886 -0.873 1.51 0.780 0.455 0.371 0.916 0.000631 0.381 0.416
MeanCMIP5 [-] 0.642 0.635 0.722 0.888 -0.249 1.23 0.676 0.732 0.357 0.945 0.486 0.580 0.576
MIROC-ESM [-] 0.841 0.823 0.990 0.872 2.27 -0.0515 1.63 0.533 0.677 0.251 0.957 0.584 0.541 0.543
MPI-ESM-LR [-] 0.796 0.793 1.09 0.888 -0.102 1.70 1.09 0.718 0.234 0.892 0.738 0.560 0.563
NorESM1-ME [-] 0.808 0.798 1.08 0.886 -0.0798 1.33 0.530 0.709 0.326 0.957 0.762 0.620 0.617
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.973
bcc-csm1-1 [-] 0.302 0.304 0.293 0.969 3.42 -0.664 1.19 1.98 0.511 0.306 0.713 0.0714 0.567 0.412
bcc-csm1-1-m [-] 1.01 1.02 0.950 0.970 2.31 0.0569 2.10 1.28 0.561 0.119 0.855 0.914 0.300 0.478
CESM1-BGC [-] 1.05 1.08 0.904 0.972 2.24 0.121 1.55 1.19 0.573 0.227 0.860 0.939 0.523 0.558
E3SMv1-CTC [-] 0.997 1.04 0.802 0.973 0.0716 1.55 0.894 0.636 0.206 0.906 0.944 0.462 0.560
E3SMv1-ECA [-] 1.01 1.05 0.830 0.973 0.0815 1.55 0.743 0.635 0.211 0.922 0.942 0.453 0.562
GFDL-ESM2G [-] 0.670 0.705 0.511 0.973 -0.275 1.62 1.23 0.613 0.179 0.860 0.715 0.467 0.502
inmcm4 [-] 1.28 1.33 1.10 0.940 2.01 0.386 1.76 1.82 0.542 0.174 0.757 0.907 0.474 0.504
IPSL-CM5A-LR [-] 0.0188 0.0193 0.0164 0.973 1.45 -0.951 1.42 1.34 0.399 0.368 0.840 0.00136 0.395 0.395
MeanCMIP5 [-] 0.829 0.874 0.632 0.973 -0.0926 1.33 1.23 0.616 0.245 0.863 0.819 0.616 0.567
MIROC-ESM [-] 1.04 1.11 0.744 0.912 1.92 0.206 1.93 1.39 0.562 0.123 0.833 0.903 0.396 0.490
MPI-ESM-LR [-] 0.945 0.944 0.999 0.973 -0.0559 1.84 1.59 0.647 0.151 0.802 0.891 0.396 0.506
NorESM1-ME [-] 0.976 0.988 0.921 0.974 0.0278 1.52 1.01 0.589 0.233 0.888 0.881 0.515 0.557
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.849
bcc-csm1-1 [-] 0.276 0.314 0.194 0.849 1.48 -0.559 1.26 2.41 0.352 0.239 0.612 0.0579 0.405 0.318
bcc-csm1-1-m [-] 0.485 0.514 0.365 0.853 1.73 -0.366 1.83 2.06 0.303 0.147 0.671 0.334 0.278 0.313
CESM1-BGC [-] 0.277 0.318 0.0731 0.865 0.580 -0.559 1.38 2.25 0.414 0.261 0.647 0.324 0.412 0.386
E3SMv1-CTC [-] 0.405 0.425 0.261 0.849 -0.425 1.41 1.48 0.375 0.241 0.789 0.404 0.381 0.405
E3SMv1-ECA [-] 0.474 0.503 0.283 0.849 -0.351 1.44 1.60 0.353 0.230 0.767 0.480 0.391 0.409
GFDL-ESM2G [-] 0.807 0.876 0.558 0.856 -0.0346 1.57 1.75 0.331 0.224 0.740 0.611 0.371 0.417
inmcm4 [-] 0.199 0.199 0.247 0.831 1.17 -0.632 1.30 2.89 0.424 0.231 0.520 0.155 0.423 0.331
IPSL-CM5A-LR [-] 0.00396 0.00497 0.00172 0.857 0.826 -0.857 1.24 3.26 0.516 0.337 0.447 7.09e-05 0.416 0.342
MeanCMIP5 [-] 0.301 0.325 0.194 0.849 -0.531 1.23 1.51 0.370 0.261 0.775 0.126 0.440 0.372
MIROC-ESM [-] 0.176 0.152 0.147 0.796 1.05 -0.638 1.17 1.90 0.454 0.242 0.739 0.0597 0.403 0.356
MPI-ESM-LR [-] 0.399 0.367 0.382 0.848 -0.528 1.20 1.90 0.424 0.263 0.702 0.221 0.451 0.387
NorESM1-ME [-] 0.208 0.239 0.0877 0.857 -0.643 1.41 2.22 0.369 0.245 0.648 0.210 0.370 0.348
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.370
bcc-csm1-1 [-] 0.223 0.214 0.393 0.370 3.46 -0.150 0.592 1.85 0.435 0.197 0.731 0.236 0.425 0.370
bcc-csm1-1-m [-] 0.306 0.342 -0.446 0.372 1.37 -0.0245 0.937 1.73 0.397 0.120 0.752 0.814 0.304 0.418
CESM1-BGC [-] 0.386 0.374 0.698 0.374 0.0933 0.00239 0.684 1.74 0.504 0.260 0.750 0.819 0.506 0.516
E3SMv1-CTC [-] 0.310 0.305 0.288 0.370 -0.0557 0.617 1.20 0.549 0.246 0.839 0.875 0.517 0.545
E3SMv1-ECA [-] 0.313 0.304 0.360 0.370 -0.0549 0.599 1.21 0.543 0.249 0.837 0.881 0.529 0.548
GFDL-ESM2G [-] 0.371 0.365 0.474 0.370 -0.00140 0.764 1.92 0.485 0.176 0.710 0.801 0.376 0.454
inmcm4 [-] 0.442 0.400 1.15 0.360 1.57 0.0399 0.733 1.61 0.445 0.184 0.766 0.846 0.437 0.477
IPSL-CM5A-LR [-] 0.0101 0.00931 0.0220 0.373 0.537 -0.362 0.556 1.60 0.510 0.363 0.769 0.00192 0.402 0.402
MeanCMIP5 [-] 0.363 0.350 0.472 0.370 -0.0166 0.576 1.48 0.475 0.236 0.801 0.806 0.527 0.513
MIROC-ESM [-] 0.572 0.555 1.04 0.351 1.07 0.205 1.07 1.91 0.415 0.140 0.725 0.739 0.329 0.415
MPI-ESM-LR [-] 0.428 0.406 0.625 0.370 0.0291 0.761 1.73 0.503 0.227 0.757 0.804 0.469 0.498
NorESM1-ME [-] 0.439 0.428 0.638 0.373 0.0654 0.747 1.68 0.499 0.253 0.762 0.748 0.491 0.501
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 2.50
bcc-csm1-1 [-] 0.371 0.399 0.350 2.50 1.91 -2.12 2.36 2.47 0.206 0.317 0.619 0.0632 0.633 0.359
bcc-csm1-1-m [-] 2.95 3.21 2.49 2.50 1.67 0.650 4.37 2.54 0.418 0.0629 0.599 0.893 0.185 0.370
CESM1-BGC [-] 4.09 4.60 2.99 2.51 1.65 1.86 4.38 1.98 0.365 0.0808 0.699 0.656 0.207 0.348
E3SMv1-CTC [-] 4.43 4.56 4.15 2.50 2.01 3.93 1.85 0.328 0.121 0.723 0.753 0.361 0.401
E3SMv1-ECA [-] 5.06 5.39 4.39 2.50 2.74 4.46 1.87 0.263 0.104 0.722 0.622 0.307 0.354
GFDL-ESM2G [-] 7.21 7.83 6.38 2.51 4.84 6.18 1.79 0.119 0.0899 0.737 0.627 0.234 0.316
inmcm4 [-] 7.88 8.48 6.82 2.63 1.81 5.85 7.06 1.88 0.0996 0.0891 0.725 0.416 0.339 0.293
IPSL-CM5A-LR [-] 0.0964 0.108 0.0828 2.52 1.80 -2.41 2.72 2.26 0.154 0.368 0.657 0.00879 0.399 0.326
MeanCMIP5 [-] 3.51 4.08 2.65 2.50 1.33 2.49 1.33 0.367 0.236 0.819 0.946 0.658 0.544
MIROC-ESM [-] 3.69 3.78 3.63 2.64 2.14 1.12 2.78 1.83 0.338 0.180 0.754 0.926 0.628 0.501
MPI-ESM-LR [-] 1.66 1.83 1.24 2.50 -1.30 2.56 3.02 0.382 0.225 0.507 0.821 0.457 0.436
NorESM1-ME [-] 3.72 4.44 2.76 2.50 1.58 3.87 1.67 0.362 0.0952 0.750 0.814 0.248 0.394
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.847
bcc-csm1-1 [-] 0.442 0.442 0.393 0.847 -0.419 0.902 2.02 0.510 0.284 0.699 0.122 0.605 0.418
bcc-csm1-1-m [-] 0.978 0.973 1.06 0.850 0.545 0.115 1.38 1.42 0.469 0.143 0.819 0.873 0.465 0.485
CESM1-BGC [-] 0.898 0.892 1.03 0.847 0.861 0.0290 0.941 1.70 0.531 0.283 0.767 0.940 0.656 0.577
E3SMv1-CTC [-] 0.716 0.745 0.577 0.847 -0.111 0.907 1.00 0.580 0.266 0.886 0.845 0.640 0.580
E3SMv1-ECA [-] 0.740 0.761 0.636 0.847 -0.0917 0.899 0.970 0.579 0.264 0.888 0.851 0.621 0.578
GFDL-ESM2G [-] 0.735 0.759 0.712 0.847 -0.107 0.993 1.58 0.523 0.249 0.791 0.754 0.559 0.521
inmcm4 [-] 0.785 0.762 0.836 0.857 0.611 -0.0958 1.02 1.02 0.545 0.239 0.883 0.897 0.631 0.572
IPSL-CM5A-LR [-] 0.0159 0.0161 0.0155 0.845 0.622 -0.829 1.06 1.12 0.310 0.371 0.870 0.000735 0.385 0.385
MeanCMIP5 [-] 0.666 0.690 0.595 0.847 -0.176 0.815 1.08 0.576 0.325 0.881 0.697 0.574 0.563
MIROC-ESM [-] 0.795 0.786 0.674 0.816 1.00 -0.0294 1.14 1.84 0.447 0.210 0.741 0.769 0.521 0.483
MPI-ESM-LR [-] 0.747 0.758 0.703 0.845 -0.166 1.17 1.54 0.508 0.205 0.802 0.784 0.481 0.498
NorESM1-ME [-] 0.754 0.755 0.712 0.845 -0.108 0.883 1.94 0.558 0.303 0.724 0.839 0.663 0.565
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.810
bcc-csm1-1 [-] 0.269 0.249 0.361 0.809 2.89 -0.560 1.00 2.01 0.425 0.245 0.700 0.0950 0.454 0.361
bcc-csm1-1-m [-] 0.719 0.712 0.748 0.808 1.79 -0.0882 1.66 1.80 0.432 0.131 0.741 0.780 0.317 0.422
CESM1-BGC [-] 0.762 0.824 0.448 0.811 0.666 0.0221 1.36 1.58 0.491 0.236 0.780 0.834 0.458 0.506
E3SMv1-CTC [-] 0.726 0.765 0.536 0.810 -0.0269 1.26 1.24 0.501 0.229 0.836 0.847 0.462 0.517
E3SMv1-ECA [-] 0.775 0.818 0.569 0.810 0.0275 1.29 1.29 0.487 0.223 0.828 0.841 0.456 0.510
GFDL-ESM2G [-] 0.768 0.817 0.510 0.810 0.0328 1.38 1.72 0.451 0.213 0.752 0.776 0.413 0.470
inmcm4 [-] 0.829 0.756 1.62 0.796 1.41 -0.0400 1.26 1.63 0.495 0.247 0.768 0.781 0.486 0.504
IPSL-CM5A-LR [-] 0.0151 0.0142 0.0220 0.810 1.14 -0.795 1.13 1.77 0.476 0.366 0.743 0.00150 0.391 0.391
MeanCMIP5 [-] 0.605 0.631 0.488 0.810 -0.168 1.02 1.44 0.474 0.254 0.804 0.723 0.513 0.504
MIROC-ESM [-] 0.685 0.717 0.493 0.784 1.26 -0.0671 1.33 1.85 0.477 0.209 0.730 0.773 0.423 0.470
MPI-ESM-LR [-] 0.548 0.598 0.297 0.810 -0.239 1.23 1.60 0.519 0.241 0.780 0.751 0.458 0.499
NorESM1-ME [-] 0.774 0.784 0.709 0.810 -0.0199 1.35 1.60 0.479 0.245 0.775 0.818 0.455 0.503
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.0733
bcc-csm1-1 [-] 0.0374 0.0487 0.0772 0.0729 0.563 -0.0227 0.172 2.54 0.319 0.103 0.599 0.445 0.234 0.301
bcc-csm1-1-m [-] -0.00541 0.0265 -0.581 0.0687 0.361 -0.0417 0.177 2.47 0.377 0.122 0.607 0.680 0.279 0.365
CESM1-BGC [-] 0.0235 0.0240 0.0338 0.0729 0.249 -0.0473 0.131 2.61 0.535 0.260 0.587 0.532 0.373 0.424
E3SMv1-CTC [-] 0.0255 0.0387 -0.0779 0.0733 -0.0347 0.140 2.18 0.450 0.212 0.672 0.716 0.359 0.437
E3SMv1-ECA [-] 0.0325 0.0456 -0.0611 0.0733 -0.0274 0.140 2.25 0.415 0.196 0.660 0.784 0.349 0.433
GFDL-ESM2G [-] 0.0420 0.0422 0.0375 0.0715 -0.0287 0.150 2.44 0.444 0.223 0.617 0.595 0.321 0.404
inmcm4 [-] -0.000272 -0.00117 0.00974 0.0710 0.216 -0.0722 0.149 2.53 0.422 0.248 0.602 0.421 0.398 0.390
IPSL-CM5A-LR [-] 0.000451 0.000631 0.000501 0.0727 0.419 -0.0717 0.129 2.29 0.573 0.368 0.651 0.000723 0.371 0.388
MeanCMIP5 [-] 0.0186 0.0238 0.00638 0.0733 -0.0485 0.130 2.50 0.383 0.186 0.603 0.340 0.329 0.338
MIROC-ESM [-] 0.00380 0.00477 0.00383 0.0674 0.197 -0.0624 0.126 3.27 0.561 0.290 0.457 0.0135 0.382 0.332
MPI-ESM-LR [-] 0.0543 0.0494 0.0549 0.0731 -0.0257 0.141 2.18 0.312 0.212 0.669 0.460 0.357 0.370
NorESM1-ME [-] 0.0107 0.0168 0.0338 0.0733 -0.0538 0.130 2.65 0.532 0.269 0.575 0.420 0.381 0.408
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.427
bcc-csm1-1 [-] 0.248 0.234 0.195 0.427 2.23 -0.197 0.501 2.26 0.479 0.193 0.660 0.313 0.408 0.374
bcc-csm1-1-m [-] 0.536 0.510 0.915 0.435 0.293 0.0727 0.968 1.83 0.486 0.130 0.723 0.835 0.276 0.430
CESM1-BGC [-] 0.609 0.570 0.419 0.426 2.57 0.138 0.867 1.54 0.506 0.230 0.789 0.858 0.410 0.504
E3SMv1-CTC [-] 0.586 0.531 1.58 0.427 0.122 0.686 1.21 0.506 0.238 0.835 0.899 0.454 0.528
E3SMv1-ECA [-] 0.670 0.608 1.67 0.427 0.199 0.761 1.22 0.490 0.227 0.835 0.834 0.428 0.507
GFDL-ESM2G [-] 1.20 1.18 1.44 0.433 0.754 1.25 2.04 0.274 0.153 0.683 0.618 0.296 0.363
inmcm4 [-] 0.0415 0.0395 0.0351 0.427 0.420 -0.388 0.642 1.52 0.491 0.325 0.788 0.210 0.422 0.427
IPSL-CM5A-LR [-] 0.0109 0.0102 0.0188 0.426 4.28 -0.418 0.596 3.31 0.519 0.370 0.432 0.00359 0.374 0.345
MeanCMIP5 [-] 0.506 0.476 0.508 0.427 0.0519 0.548 1.61 0.462 0.230 0.773 0.900 0.533 0.522
MIROC-ESM [-] 0.696 0.645 0.647 0.385 1.50 0.256 0.874 2.39 0.462 0.228 0.621 0.764 0.375 0.446
MPI-ESM-LR [-] 0.305 0.289 0.779 0.427 -0.148 0.581 1.30 0.561 0.295 0.823 0.822 0.455 0.542
NorESM1-ME [-] 0.725 0.715 0.613 0.427 0.285 0.963 1.66 0.486 0.240 0.765 0.638 0.424 0.466
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 3.25
bcc-csm1-1 [-] 0.251 0.260 0.0763 3.24 3.93 -3.00 3.72 2.01 0.339 0.370 0.705 0.0363 0.475 0.383
bcc-csm1-1-m [-] 0.818 0.814 0.600 3.21 14.3 -2.36 3.96 1.66 0.373 0.335 0.771 0.738 0.517 0.511
CESM1-BGC [-] 1.99 2.04 0.949 3.25 1.58 -1.11 3.98 1.07 0.456 0.320 0.877 0.804 0.497 0.546
E3SMv1-CTC [-] 1.66 1.71 1.29 3.25 -1.53 3.44 0.909 0.461 0.353 0.898 0.897 0.553 0.586
E3SMv1-ECA [-] 1.88 1.94 1.40 3.25 -1.30 3.60 0.966 0.448 0.339 0.890 0.885 0.562 0.577
GFDL-ESM2G [-] 0.869 0.867 0.735 3.25 -2.38 3.65 1.59 0.420 0.357 0.791 0.366 0.517 0.468
inmcm4 [-] 2.40 2.33 2.09 3.19 6.54 -0.869 3.36 1.46 0.474 0.336 0.813 0.864 0.571 0.566
IPSL-CM5A-LR [-] 0.0252 0.0257 0.0149 3.25 1.78 -3.21 4.22 1.94 0.307 0.369 0.711 0.00123 0.374 0.355
MeanCMIP5 [-] 1.22 1.24 0.800 3.25 -2.00 3.32 1.18 0.448 0.380 0.866 0.606 0.470 0.525
MIROC-ESM [-] 1.64 1.55 2.05 3.25 3.03 -1.71 3.58 2.18 0.447 0.350 0.663 0.826 0.547 0.531
MPI-ESM-LR [-] 1.09 1.14 0.610 3.25 -2.19 3.73 1.78 0.406 0.342 0.751 0.644 0.521 0.501
NorESM1-ME [-] 1.46 1.48 0.821 3.25 -1.77 3.68 1.31 0.447 0.341 0.842 0.851 0.527 0.558
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 1.58
bcc-csm1-1 [-] 0.252 0.263 0.151 1.58 1.41 -1.33 1.65 2.06 0.479 0.370 0.688 0.0679 0.559 0.422
bcc-csm1-1-m [-] 1.27 1.19 2.15 1.59 1.72 -0.389 3.15 1.56 0.526 0.189 0.797 0.730 0.416 0.475
CESM1-BGC [-] 1.35 1.33 1.60 1.60 1.45 -0.243 2.63 0.982 0.543 0.250 0.896 0.778 0.495 0.535
E3SMv1-CTC [-] 1.43 1.37 1.75 1.58 -0.205 2.20 0.868 0.579 0.280 0.909 0.861 0.550 0.576
E3SMv1-ECA [-] 1.52 1.47 1.75 1.58 -0.113 2.12 1.02 0.575 0.290 0.884 0.881 0.551 0.579
GFDL-ESM2G [-] 1.27 1.28 1.59 1.59 -0.306 2.04 1.45 0.551 0.310 0.807 0.807 0.574 0.560
inmcm4 [-] 1.30 1.16 2.53 1.59 1.47 -0.423 2.16 1.29 0.523 0.274 0.825 0.678 0.635 0.535
IPSL-CM5A-LR [-] 0.0166 0.0155 0.0231 1.59 1.18 -1.58 2.24 1.71 0.414 0.371 0.760 0.000565 0.380 0.383
MeanCMIP5 [-] 0.997 0.983 1.08 1.58 -0.596 1.81 0.966 0.554 0.356 0.896 0.652 0.576 0.565
MIROC-ESM [-] 0.879 0.803 1.45 1.58 1.58 -0.786 2.21 1.21 0.446 0.296 0.845 0.567 0.534 0.497
MPI-ESM-LR [-] 0.967 1.06 0.561 1.58 -0.568 2.26 1.16 0.530 0.300 0.864 0.825 0.530 0.558
NorESM1-ME [-] 1.41 1.44 1.16 1.59 -0.207 2.64 0.905 0.533 0.261 0.906 0.788 0.475 0.537
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.452
bcc-csm1-1 [-] 0.241 0.251 0.181 0.452 0.263 -0.208 0.612 1.60 0.413 0.214 0.779 0.473 0.471 0.427
bcc-csm1-1-m [-] 0.767 0.808 0.206 0.452 0.200 0.343 1.53 1.87 0.333 0.0594 0.730 0.737 0.134 0.342
CESM1-BGC [-] 0.983 1.04 0.150 0.451 0.877 0.568 1.46 1.46 0.303 0.110 0.797 0.692 0.231 0.374
E3SMv1-CTC [-] 0.793 0.823 0.335 0.452 0.366 1.10 1.28 0.337 0.142 0.836 0.837 0.316 0.435
E3SMv1-ECA [-] 0.923 0.960 0.373 0.452 0.501 1.16 1.31 0.304 0.133 0.837 0.743 0.296 0.408
GFDL-ESM2G [-] 1.23 1.27 0.445 0.452 0.777 1.36 1.66 0.286 0.164 0.770 0.691 0.338 0.402
inmcm4 [-] 0.437 0.432 0.543 0.452 0.423 -0.0201 0.958 1.65 0.465 0.236 0.763 0.721 0.448 0.478
IPSL-CM5A-LR [-] 0.0256 0.0279 0.00679 0.452 0.381 -0.427 0.634 1.30 0.535 0.373 0.829 0.0112 0.422 0.424
MeanCMIP5 [-] 0.730 0.767 0.215 0.452 0.299 0.794 1.34 0.376 0.189 0.816 0.922 0.523 0.502
MIROC-ESM [-] 0.815 0.865 0.344 0.455 0.375 0.411 1.33 1.63 0.356 0.133 0.772 0.679 0.296 0.395
MPI-ESM-LR [-] 0.478 0.499 0.329 0.455 0.0223 0.789 1.41 0.527 0.250 0.819 0.884 0.457 0.531
NorESM1-ME [-] 1.30 1.40 0.343 0.452 0.899 1.86 1.47 0.245 0.107 0.793 0.510 0.228 0.332
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 1.53
bcc-csm1-1 [-] 0.317 0.316 0.354 1.53 3.32 -1.21 1.76 2.16 0.391 0.311 0.667 0.0672 0.502 0.375
bcc-csm1-1-m [-] 1.14 1.13 1.37 1.53 2.07 -0.412 2.79 2.37 0.356 0.150 0.628 0.685 0.359 0.388
CESM1-BGC [-] 1.37 1.39 0.953 1.53 0.577 -0.143 2.57 1.73 0.412 0.240 0.752 0.758 0.426 0.471
E3SMv1-CTC [-] 1.37 1.37 1.39 1.53 -0.169 2.49 1.42 0.393 0.234 0.805 0.759 0.424 0.475
E3SMv1-ECA [-] 1.42 1.41 1.57 1.53 -0.122 2.61 1.57 0.374 0.232 0.780 0.746 0.415 0.463
GFDL-ESM2G [-] 1.03 1.02 1.10 1.53 -0.507 2.13 1.81 0.398 0.268 0.734 0.634 0.448 0.458
inmcm4 [-] 1.24 1.23 1.35 1.54 0.929 -0.312 2.12 1.38 0.423 0.285 0.814 0.781 0.500 0.515
IPSL-CM5A-LR [-] 0.0186 0.0179 0.0214 1.53 0.846 -1.51 1.99 1.42 0.430 0.362 0.807 0.00129 0.385 0.391
MeanCMIP5 [-] 0.914 0.933 0.725 1.53 -0.601 1.85 1.36 0.404 0.285 0.817 0.531 0.493 0.469
MIROC-ESM [-] 0.840 0.857 0.824 1.55 0.877 -0.692 1.95 1.97 0.456 0.267 0.706 0.577 0.522 0.466
MPI-ESM-LR [-] 0.999 0.995 1.12 1.53 -0.563 2.06 1.70 0.451 0.240 0.754 0.720 0.465 0.478
NorESM1-ME [-] 0.959 0.955 0.927 1.53 -0.572 2.18 1.69 0.397 0.278 0.760 0.723 0.437 0.479
Download Data
Period Mean (original grids) [mm d-1]
Model Period Mean (intersection) [mm d-1]
Model Period Mean (complement) [mm d-1]
Benchmark Period Mean (intersection) [mm d-1]
Benchmark Period Mean (complement) [mm d-1]
Bias [mm d-1]
RMSE [mm d-1]
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 [-] 0.663
bcc-csm1-1 [-] 0.393 0.389 0.481 0.663 -0.272 0.809 1.65 0.380 0.218 0.769 0.157 0.464 0.368
bcc-csm1-1-m [-] 0.781 0.782 0.900 0.662 2.41 0.129 1.40 1.49 0.400 0.100 0.805 0.871 0.319 0.433
CESM1-BGC [-] 0.546 0.536 0.703 0.660 1.97 -0.122 0.902 1.43 0.467 0.239 0.813 0.891 0.503 0.526
E3SMv1-CTC [-] 0.698 0.691 1.12 0.663 0.0314 0.933 1.19 0.479 0.197 0.855 0.920 0.442 0.515
E3SMv1-ECA [-] 0.685 0.676 1.12 0.663 0.0177 0.908 1.28 0.479 0.197 0.843 0.920 0.470 0.517
GFDL-ESM2G [-] 0.636 0.611 0.941 0.662 -0.0401 1.05 1.80 0.444 0.169 0.739 0.818 0.410 0.458
inmcm4 [-] 0.623 0.630 1.16 0.660 0.856 -0.0297 0.940 1.50 0.435 0.194 0.800 0.872 0.499 0.499
IPSL-CM5A-LR [-] 0.0172 0.0166 0.0260 0.662 -0.646 0.854 1.50 0.416 0.357 0.797 0.00157 0.426 0.393
MeanCMIP5 [-] 0.553 0.549 0.794 0.663 -0.110 0.760 1.27 0.442 0.246 0.839 0.761 0.506 0.507
MIROC-ESM [-] 0.773 0.745 1.37 0.633 1.46 0.110 1.12 1.97 0.434 0.159 0.715 0.865 0.404 0.456
MPI-ESM-LR [-] 0.661 0.649 1.30 0.663 -0.0250 1.02 1.29 0.482 0.161 0.838 0.911 0.398 0.492
NorESM1-ME [-] 0.449 0.459 0.584 0.661 -0.201 0.844 1.72 0.453 0.247 0.757 0.783 0.502 0.498

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 INTERANNUAL VARIABILITY
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MODEL INTERANNUAL VARIABILITY
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INTERANNUAL VARIABILITY SCORE
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BENCHMARK MAX MONTH
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MODEL MAX MONTH
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DIFFERENCE IN MAX MONTH
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SEASONAL CYCLE SCORE
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SPATIAL TAYLOR DIAGRAM
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MODEL COLORS
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Spatially integrated regional mean

MODEL COLORS
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REGIONAL MEAN
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ANNUAL CYCLE
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MONTHLY ANOMALY
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ANNUAL CYCLE
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All Models

Benchmark
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bcc-csm1-1
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bcc-csm1-1-m
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CESM1-BGC
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E3SMv1-CTC
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E3SMv1-ECA
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GFDL-ESM2G
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inmcm4
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IPSL-CM5A-LR
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MeanCMIP5
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MIROC-ESM
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MPI-ESM-LR
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NorESM1-ME
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Data Information

  Title:
Linear Optimal Runoff Aggregate v1.0

  Institution:
University of New South Wales

  Source:
total runoff outputs and seven streamflow outputs from tiers 1 and 2 of the eartH2Observe project (ftp://wci.earth2observe.eu/)

  History:
2018-07-12 13:38:28 v1.0

  References:
Hobeichi, Sanaa, 2018: Linear Optimal Runoff Aggregate v1.0 . NCI National Research Data Collection , doi:10.25914/5b612e993d8ea

  Conventions:
CF-1.6, ACDD-1.3

  Summary:
LORA monthly runoff estimates with associated uncertainties derived by optimally combining 11 state-of-the-art gridded runoff products from the eartH2Observe project

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

  Id:
http://dx.doi.org/10.25914/5b612e993d8ea

  Product_version:
1.0

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

  Organisation:
ARC Centre of Excellence for Climate System Science

  Keywords:
040608 Surfacewater Hydrology

  Date_created:
2018-07-01

  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:
1980-01-01

  Time_coverage_end:
1980-12-31

  Geospatial_lat_min:
-90.0

  Geospatial_lat_max:
90.0

  Geospatial_lon_min:
-180.0

  Geospatial_lon_max:
180.0