Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.10 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.42 | 1.50 | 1.10 | 0.332 | 0.865 | 0.332 | 0.996 | 1.24 | 0.584 | 0.415 | 0.871 | 0.670 | 0.591 | ||
BCC-CSM2-MR | [-] | 1.74 | 1.78 | 1.10 | 0.222 | 0.881 | 0.637 | 1.13 | 1.20 | 0.446 | 0.504 | 0.879 | 0.444 | 0.555 | ||
CanESM5 | [-] | 1.36 | 1.41 | 1.10 | 0.289 | 0.262 | 1.15 | 1.24 | 0.454 | 0.485 | 0.897 | 0.302 | 0.525 | |||
CESM2 | [-] | 2.06 | 2.09 | 1.10 | 0.920 | 0.854 | 0.936 | 1.65 | 1.88 | 0.404 | 0.421 | 0.747 | 0.305 | 0.459 | ||
GFDL-ESM4 | [-] | 2.59 | 2.65 | 1.10 | 1.03 | 1.54 | 1.88 | 1.28 | 0.326 | 0.510 | 0.873 | 0.513 | 0.547 | |||
IPSL-CM6A-LR | [-] | 1.10 | 1.13 | 1.10 | 0.374 | 0.827 | 0.0160 | 0.825 | 1.15 | 0.583 | 0.509 | 0.900 | 0.728 | 0.646 | ||
MeanCMIP6 | [-] | 1.63 | 1.69 | 1.10 | 0.739 | 0.544 | 0.932 | 0.921 | 0.574 | 0.521 | 0.933 | 0.803 | 0.670 | |||
MIROC-ESM2L | [-] | 1.01 | 1.04 | 1.10 | 0.620 | 0.540 | -0.0886 | 0.964 | 1.59 | 0.470 | 0.554 | 0.830 | 0.419 | 0.566 | ||
MPI-ESM1.2-HR | [-] | 1.60 | 1.63 | 1.11 | 0.476 | 0.952 | 0.529 | 0.935 | 0.742 | 0.582 | 0.493 | 0.950 | 0.894 | 0.682 | ||
NorESM2-LM | [-] | 1.97 | 1.98 | 1.10 | 1.08 | 0.792 | 1.52 | 1.93 | 0.425 | 0.428 | 0.750 | 0.317 | 0.470 | |||
UKESM1-0-LL | [-] | 2.54 | 2.52 | 1.10 | 2.64 | 0.777 | 1.45 | 1.74 | 1.00 | 0.336 | 0.505 | 0.929 | 0.502 | 0.556 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.49 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.17 | 1.50 | 1.49 | 0.0605 | 1.78 | -0.0564 | 0.924 | 1.68 | 0.366 | 0.449 | 0.738 | 0.921 | 0.585 | ||
BCC-CSM2-MR | [-] | 1.48 | 1.85 | 1.49 | 0.147 | 1.66 | 0.333 | 1.01 | 1.78 | 0.376 | 0.422 | 0.690 | 0.842 | 0.550 | ||
CanESM5 | [-] | 1.34 | 1.66 | 1.49 | 0.229 | 0.227 | 1.03 | 1.96 | 0.339 | 0.432 | 0.703 | 0.816 | 0.545 | |||
CESM2 | [-] | 1.36 | 1.69 | 1.48 | 0.179 | 1.87 | 0.250 | 1.08 | 2.19 | 0.391 | 0.441 | 0.646 | 0.850 | 0.554 | ||
GFDL-ESM4 | [-] | 1.86 | 2.27 | 1.49 | 0.741 | 0.782 | 1.36 | 2.00 | 0.333 | 0.369 | 0.667 | 0.812 | 0.510 | |||
IPSL-CM6A-LR | [-] | 1.53 | 1.72 | 1.49 | 0.277 | 1.66 | 0.249 | 0.825 | 1.74 | 0.428 | 0.466 | 0.720 | 0.903 | 0.597 | ||
MeanCMIP6 | [-] | 1.43 | 1.79 | 1.49 | 0.209 | 0.312 | 0.717 | 1.58 | 0.494 | 0.506 | 0.729 | 0.954 | 0.638 | |||
MIROC-ESM2L | [-] | 1.22 | 1.49 | 1.49 | 0.284 | 2.06 | 0.0577 | 0.877 | 2.29 | 0.423 | 0.482 | 0.601 | 0.876 | 0.573 | ||
MPI-ESM1.2-HR | [-] | 1.33 | 1.67 | 1.47 | 0.0623 | 1.74 | 0.200 | 0.864 | 1.56 | 0.426 | 0.418 | 0.728 | 0.942 | 0.586 | ||
NorESM2-LM | [-] | 1.35 | 1.66 | 1.49 | 0.275 | 0.216 | 1.05 | 2.21 | 0.400 | 0.444 | 0.640 | 0.848 | 0.555 | |||
UKESM1-0-LL | [-] | 2.44 | 2.64 | 1.49 | 1.04 | 1.70 | 1.22 | 1.47 | 1.72 | 0.257 | 0.486 | 0.738 | 0.815 | 0.557 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 0.455 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.187 | 0.324 | 0.452 | 0.00257 | 0.721 | -0.139 | 0.374 | 2.17 | 0.269 | 0.416 | 0.704 | 0.765 | 0.514 | ||
BCC-CSM2-MR | [-] | 0.384 | 0.628 | 0.451 | 0.0408 | 0.677 | 0.166 | 0.476 | 2.43 | 0.362 | 0.309 | 0.665 | 0.818 | 0.493 | ||
CanESM5 | [-] | 0.333 | 0.530 | 0.455 | 0.0304 | 0.0795 | 0.401 | 2.54 | 0.364 | 0.340 | 0.642 | 0.724 | 0.482 | |||
CESM2 | [-] | 0.262 | 0.401 | 0.451 | 0.0258 | 0.716 | -0.0438 | 0.356 | 2.55 | 0.391 | 0.371 | 0.627 | 0.868 | 0.526 | ||
GFDL-ESM4 | [-] | 0.329 | 0.519 | 0.455 | 0.0410 | 0.0639 | 0.399 | 2.47 | 0.366 | 0.331 | 0.594 | 0.675 | 0.459 | |||
IPSL-CM6A-LR | [-] | 0.500 | 0.738 | 0.452 | 0.00693 | 0.677 | 0.263 | 0.540 | 2.00 | 0.290 | 0.308 | 0.721 | 0.516 | 0.428 | ||
MeanCMIP6 | [-] | 0.387 | 0.571 | 0.455 | 0.0976 | 0.110 | 0.312 | 2.12 | 0.402 | 0.435 | 0.732 | 0.881 | 0.577 | |||
MIROC-ESM2L | [-] | 0.225 | 0.368 | 0.452 | 0.0199 | 1.01 | -0.0715 | 0.521 | 2.82 | 0.179 | 0.421 | 0.573 | 0.419 | 0.402 | ||
MPI-ESM1.2-HR | [-] | 0.342 | 0.548 | 0.447 | 0.0298 | 0.582 | 0.106 | 0.373 | 2.07 | 0.396 | 0.337 | 0.729 | 0.861 | 0.532 | ||
NorESM2-LM | [-] | 0.260 | 0.388 | 0.455 | 0.0217 | -0.0673 | 0.357 | 2.45 | 0.359 | 0.400 | 0.653 | 0.814 | 0.525 | |||
UKESM1-0-LL | [-] | 0.838 | 0.990 | 0.452 | 0.604 | 0.701 | 0.563 | 0.682 | 2.60 | 0.243 | 0.421 | 0.635 | 0.361 | 0.416 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 0.343 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.258 | 0.314 | 0.342 | 0.0124 | 0.994 | -0.0229 | 0.340 | 2.35 | 0.307 | 0.361 | 0.644 | 0.590 | 0.452 | ||
BCC-CSM2-MR | [-] | 0.550 | 0.675 | 0.342 | 0.187 | 0.926 | 0.335 | 0.552 | 1.82 | 0.325 | 0.242 | 0.725 | 0.525 | 0.412 | ||
CanESM5 | [-] | 0.204 | 0.301 | 0.343 | 0.0307 | -0.00621 | 0.379 | 2.32 | 0.359 | 0.276 | 0.624 | 0.605 | 0.428 | |||
CESM2 | [-] | 0.590 | 0.595 | 0.342 | 0.461 | 0.825 | 0.265 | 0.632 | 1.98 | 0.306 | 0.268 | 0.724 | 0.328 | 0.379 | ||
GFDL-ESM4 | [-] | 0.486 | 0.567 | 0.343 | 0.261 | 0.226 | 0.444 | 2.06 | 0.324 | 0.382 | 0.738 | 0.442 | 0.454 | |||
IPSL-CM6A-LR | [-] | 0.385 | 0.503 | 0.342 | 0.0217 | 0.547 | 0.166 | 0.491 | 1.88 | 0.320 | 0.280 | 0.764 | 0.450 | 0.419 | ||
MeanCMIP6 | [-] | 0.541 | 0.597 | 0.343 | 0.314 | 0.260 | 0.397 | 1.80 | 0.369 | 0.373 | 0.773 | 0.709 | 0.519 | |||
MIROC-ESM2L | [-] | 0.232 | 0.244 | 0.342 | 0.113 | 1.69 | -0.0691 | 0.491 | 3.36 | 0.186 | 0.370 | 0.477 | 0.364 | 0.353 | ||
MPI-ESM1.2-HR | [-] | 0.552 | 0.696 | 0.335 | 0.165 | 0.586 | 0.358 | 0.534 | 1.92 | 0.285 | 0.280 | 0.759 | 0.729 | 0.467 | ||
NorESM2-LM | [-] | 0.624 | 0.562 | 0.343 | 0.522 | 0.225 | 0.628 | 1.96 | 0.279 | 0.292 | 0.726 | 0.267 | 0.371 | |||
UKESM1-0-LL | [-] | 1.02 | 1.13 | 0.342 | 0.847 | 0.710 | 0.814 | 0.859 | 1.97 | 0.175 | 0.426 | 0.749 | 0.192 | 0.394 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.76 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.62 | 2.67 | 1.80 | 0.821 | 1.44 | 0.522 | 1.33 | 2.02 | 0.320 | 0.448 | 0.641 | 0.808 | 0.533 | ||
BCC-CSM2-MR | [-] | 3.94 | 4.18 | 1.78 | 1.53 | 1.29 | 1.79 | 2.48 | 1.85 | 0.133 | 0.382 | 0.703 | 0.442 | 0.408 | ||
CanESM5 | [-] | 3.11 | 2.75 | 1.76 | 1.63 | 1.06 | 1.65 | 1.85 | 0.256 | 0.457 | 0.739 | 0.661 | 0.514 | |||
CESM2 | [-] | 3.40 | 3.53 | 1.83 | 1.60 | 1.33 | 1.61 | 1.97 | 2.45 | 0.205 | 0.451 | 0.562 | 0.651 | 0.464 | ||
GFDL-ESM4 | [-] | 3.72 | 3.83 | 1.76 | 4.29 | 2.08 | 2.24 | 1.54 | 0.126 | 0.404 | 0.770 | 0.828 | 0.506 | |||
IPSL-CM6A-LR | [-] | 2.19 | 2.21 | 1.80 | 1.52 | 1.43 | 0.393 | 1.10 | 1.56 | 0.356 | 0.505 | 0.748 | 0.836 | 0.590 | ||
MeanCMIP6 | [-] | 3.04 | 3.06 | 1.76 | 1.49 | 1.00 | 1.32 | 1.76 | 0.318 | 0.520 | 0.707 | 0.888 | 0.590 | |||
MIROC-ESM2L | [-] | 2.41 | 2.39 | 1.77 | 2.02 | 1.57 | 0.461 | 1.29 | 2.91 | 0.300 | 0.457 | 0.490 | 0.749 | 0.490 | ||
MPI-ESM1.2-HR | [-] | 2.37 | 2.54 | 1.82 | 0.318 | 1.57 | 0.732 | 1.11 | 1.52 | 0.330 | 0.512 | 0.749 | 0.903 | 0.601 | ||
NorESM2-LM | [-] | 3.75 | 3.38 | 1.76 | 2.62 | 1.46 | 1.83 | 2.28 | 0.220 | 0.462 | 0.608 | 0.735 | 0.497 | |||
UKESM1-0-LL | [-] | 4.22 | 4.23 | 1.79 | 3.97 | 1.54 | 2.33 | 2.40 | 1.46 | 0.106 | 0.524 | 0.766 | 0.935 | 0.571 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.70 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.41 | 2.40 | 1.71 | 0.964 | 1.33 | 0.557 | 1.25 | 1.32 | 0.468 | 0.475 | 0.840 | 0.896 | 0.631 | ||
BCC-CSM2-MR | [-] | 2.30 | 2.32 | 1.71 | 1.10 | 1.49 | 0.560 | 1.20 | 1.16 | 0.489 | 0.542 | 0.864 | 0.686 | 0.625 | ||
CanESM5 | [-] | 2.08 | 2.07 | 1.70 | 2.08 | 0.381 | 1.16 | 1.29 | 0.492 | 0.513 | 0.859 | 0.682 | 0.612 | |||
CESM2 | [-] | 2.15 | 2.16 | 1.71 | 1.30 | 1.39 | 0.524 | 1.28 | 1.16 | 0.488 | 0.502 | 0.827 | 0.677 | 0.599 | ||
GFDL-ESM4 | [-] | 2.24 | 2.29 | 1.70 | 1.82 | 0.578 | 1.36 | 1.47 | 0.491 | 0.466 | 0.801 | 0.595 | 0.564 | |||
IPSL-CM6A-LR | [-] | 1.72 | 1.71 | 1.70 | 0.981 | 1.71 | 0.0105 | 0.845 | 1.30 | 0.624 | 0.553 | 0.846 | 0.957 | 0.707 | ||
MeanCMIP6 | [-] | 2.08 | 2.09 | 1.70 | 1.31 | 0.376 | 0.831 | 0.979 | 0.619 | 0.591 | 0.894 | 0.970 | 0.733 | |||
MIROC-ESM2L | [-] | 1.55 | 1.55 | 1.70 | 1.20 | 1.24 | -0.146 | 1.01 | 1.68 | 0.511 | 0.539 | 0.751 | 0.778 | 0.624 | ||
MPI-ESM1.2-HR | [-] | 1.77 | 1.77 | 1.71 | 1.19 | 1.65 | 0.0635 | 0.797 | 0.913 | 0.638 | 0.565 | 0.880 | 0.967 | 0.723 | ||
NorESM2-LM | [-] | 2.18 | 2.25 | 1.70 | 1.93 | 0.623 | 1.35 | 1.23 | 0.463 | 0.495 | 0.824 | 0.694 | 0.594 | |||
UKESM1-0-LL | [-] | 3.04 | 3.06 | 1.70 | 2.57 | 1.73 | 1.43 | 1.67 | 1.13 | 0.341 | 0.505 | 0.879 | 0.889 | 0.624 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 3.90 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 3.33 | 3.36 | 3.93 | 1.50 | 3.28 | -0.956 | 1.34 | 1.89 | 0.321 | 0.537 | 0.723 | 0.799 | 0.583 | ||
BCC-CSM2-MR | [-] | 5.38 | 5.37 | 3.94 | 4.42 | 3.18 | 1.11 | 2.05 | 2.89 | 0.226 | 0.451 | 0.523 | 0.457 | 0.421 | ||
CanESM5 | [-] | 4.75 | 4.58 | 3.90 | 5.34 | 0.657 | 1.83 | 2.67 | 0.203 | 0.502 | 0.561 | 0.576 | 0.469 | |||
CESM2 | [-] | 4.85 | 4.87 | 3.96 | 4.84 | 3.17 | 0.906 | 1.21 | 2.95 | 0.366 | 0.515 | 0.553 | 0.974 | 0.585 | ||
GFDL-ESM4 | [-] | 5.46 | 5.53 | 3.90 | 1.98 | 1.62 | 2.13 | 3.09 | 0.160 | 0.429 | 0.485 | 0.660 | 0.433 | |||
IPSL-CM6A-LR | [-] | 5.14 | 5.22 | 3.94 | 4.09 | 3.16 | 1.12 | 1.46 | 2.56 | 0.273 | 0.529 | 0.609 | 0.784 | 0.545 | ||
MeanCMIP6 | [-] | 4.82 | 4.85 | 3.90 | 4.19 | 0.641 | 1.13 | 2.80 | 0.361 | 0.524 | 0.547 | 0.894 | 0.570 | |||
MIROC-ESM2L | [-] | 3.95 | 3.88 | 3.91 | 4.04 | 3.02 | 0.0961 | 1.04 | 3.16 | 0.474 | 0.504 | 0.484 | 0.974 | 0.588 | ||
MPI-ESM1.2-HR | [-] | 4.75 | 4.73 | 4.02 | 4.61 | 3.34 | 0.712 | 1.53 | 2.54 | 0.248 | 0.455 | 0.584 | 0.666 | 0.482 | ||
NorESM2-LM | [-] | 4.67 | 4.66 | 3.90 | 4.92 | 0.629 | 1.19 | 3.13 | 0.452 | 0.515 | 0.504 | 0.886 | 0.575 | |||
UKESM1-0-LL | [-] | 5.73 | 5.71 | 3.96 | 5.65 | 3.00 | 1.73 | 1.83 | 2.32 | 0.142 | 0.524 | 0.659 | 0.965 | 0.563 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 2.49 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.06 | 2.08 | 2.50 | 0.915 | 2.28 | -0.576 | 1.22 | 1.84 | 0.310 | 0.454 | 0.665 | 0.936 | 0.564 | ||
BCC-CSM2-MR | [-] | 2.73 | 2.74 | 2.49 | 1.79 | 2.37 | 0.151 | 1.31 | 2.17 | 0.348 | 0.380 | 0.595 | 0.817 | 0.504 | ||
CanESM5 | [-] | 3.00 | 2.98 | 2.49 | 2.59 | 0.472 | 1.58 | 2.37 | 0.270 | 0.407 | 0.631 | 0.867 | 0.516 | |||
CESM2 | [-] | 2.30 | 2.31 | 2.49 | 1.98 | 2.50 | -0.122 | 1.17 | 2.80 | 0.361 | 0.450 | 0.559 | 0.856 | 0.535 | ||
GFDL-ESM4 | [-] | 3.02 | 3.07 | 2.49 | 1.38 | 0.583 | 1.62 | 2.56 | 0.322 | 0.294 | 0.590 | 0.852 | 0.470 | |||
IPSL-CM6A-LR | [-] | 3.12 | 3.06 | 2.50 | 2.84 | 2.25 | 0.523 | 1.09 | 2.31 | 0.379 | 0.449 | 0.631 | 0.931 | 0.568 | ||
MeanCMIP6 | [-] | 2.84 | 2.84 | 2.49 | 2.09 | 0.289 | 0.893 | 2.05 | 0.472 | 0.488 | 0.631 | 0.974 | 0.610 | |||
MIROC-ESM2L | [-] | 2.81 | 2.78 | 2.49 | 2.68 | 2.50 | 0.337 | 1.13 | 2.84 | 0.406 | 0.471 | 0.489 | 0.923 | 0.552 | ||
MPI-ESM1.2-HR | [-] | 2.60 | 2.60 | 2.49 | 1.88 | 2.48 | 0.109 | 1.29 | 2.09 | 0.352 | 0.355 | 0.627 | 0.937 | 0.525 | ||
NorESM2-LM | [-] | 2.31 | 2.32 | 2.49 | 2.39 | -0.109 | 1.19 | 2.81 | 0.367 | 0.450 | 0.555 | 0.862 | 0.537 | |||
UKESM1-0-LL | [-] | 4.06 | 4.04 | 2.50 | 3.31 | 2.30 | 1.56 | 1.91 | 2.02 | 0.224 | 0.487 | 0.651 | 0.863 | 0.542 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 0.737 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.458 | 0.559 | 0.740 | 0.00321 | 0.312 | -0.216 | 0.589 | 1.14 | 0.474 | 0.374 | 0.920 | 0.868 | 0.602 | ||
BCC-CSM2-MR | [-] | 0.492 | 0.603 | 0.741 | 0.0140 | 0.279 | -0.160 | 0.530 | 1.37 | 0.439 | 0.409 | 0.881 | 0.746 | 0.577 | ||
CanESM5 | [-] | 0.224 | 0.289 | 0.737 | 0.00166 | -0.473 | 0.553 | 1.46 | 0.346 | 0.394 | 0.870 | 0.795 | 0.560 | |||
CESM2 | [-] | 0.660 | 0.794 | 0.741 | 0.0408 | 0.318 | 0.0171 | 1.17 | 2.65 | 0.390 | 0.280 | 0.682 | 0.524 | 0.431 | ||
GFDL-ESM4 | [-] | 2.25 | 2.72 | 0.737 | 0.343 | 1.98 | 2.22 | 1.42 | 0.0917 | 0.432 | 0.863 | 0.423 | 0.448 | |||
IPSL-CM6A-LR | [-] | 0.401 | 0.440 | 0.743 | 0.0174 | 0.255 | -0.319 | 0.478 | 1.10 | 0.444 | 0.430 | 0.924 | 0.891 | 0.624 | ||
MeanCMIP6 | [-] | 0.529 | 0.644 | 0.737 | 0.0299 | -0.126 | 0.487 | 1.01 | 0.567 | 0.420 | 0.933 | 0.941 | 0.656 | |||
MIROC-ESM2L | [-] | 0.316 | 0.395 | 0.737 | 0.00435 | 0.251 | -0.370 | 0.494 | 1.02 | 0.444 | 0.420 | 0.920 | 0.840 | 0.609 | ||
MPI-ESM1.2-HR | [-] | 0.608 | 0.733 | 0.765 | 0.0109 | 0.351 | -0.0320 | 0.617 | 1.03 | 0.532 | 0.379 | 0.931 | 0.873 | 0.619 | ||
NorESM2-LM | [-] | 0.461 | 0.602 | 0.737 | 0.0333 | -0.197 | 0.957 | 2.85 | 0.385 | 0.319 | 0.644 | 0.604 | 0.454 | |||
UKESM1-0-LL | [-] | 1.26 | 1.28 | 0.746 | 0.664 | 0.237 | 0.529 | 0.960 | 1.32 | 0.498 | 0.380 | 0.889 | 0.840 | 0.598 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Benchmark Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (complement) [1] |
Bias [1] |
RMSE [1] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 0.933 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.49 | 1.50 | 0.930 | 0.158 | 1.19 | 0.539 | 0.931 | 1.61 | 0.328 | 0.389 | 0.775 | 0.781 | 0.533 | ||
BCC-CSM2-MR | [-] | 1.45 | 1.45 | 0.927 | 0.414 | 1.21 | 0.498 | 0.883 | 1.32 | 0.432 | 0.443 | 0.835 | 0.777 | 0.586 | ||
CanESM5 | [-] | 0.989 | 0.959 | 0.933 | 0.324 | 0.0732 | 0.756 | 1.81 | 0.475 | 0.401 | 0.752 | 0.786 | 0.563 | |||
CESM2 | [-] | 1.37 | 1.37 | 0.930 | 1.62 | 1.21 | 0.463 | 1.06 | 1.23 | 0.436 | 0.376 | 0.824 | 0.672 | 0.537 | ||
GFDL-ESM4 | [-] | 1.45 | 1.45 | 0.933 | 0.860 | 0.518 | 0.910 | 1.49 | 0.457 | 0.404 | 0.797 | 0.717 | 0.556 | |||
IPSL-CM6A-LR | [-] | 1.24 | 1.21 | 0.928 | 0.196 | 1.22 | 0.288 | 0.776 | 1.35 | 0.482 | 0.423 | 0.844 | 0.910 | 0.616 | ||
MeanCMIP6 | [-] | 1.37 | 1.36 | 0.933 | 0.884 | 0.434 | 0.695 | 1.13 | 0.480 | 0.535 | 0.871 | 0.933 | 0.671 | |||
MIROC-ESM2L | [-] | 1.20 | 1.17 | 0.932 | 0.749 | 1.34 | 0.307 | 0.922 | 1.98 | 0.396 | 0.434 | 0.732 | 0.677 | 0.535 | ||
MPI-ESM1.2-HR | [-] | 1.18 | 1.20 | 0.909 | 0.283 | 1.33 | 0.293 | 0.669 | 1.21 | 0.508 | 0.482 | 0.843 | 0.895 | 0.642 | ||
NorESM2-LM | [-] | 1.41 | 1.36 | 0.933 | 1.70 | 0.438 | 1.08 | 1.24 | 0.401 | 0.380 | 0.833 | 0.648 | 0.528 | |||
UKESM1-0-LL | [-] | 2.23 | 2.22 | 0.926 | 2.45 | 1.36 | 1.34 | 1.46 | 1.30 | 0.241 | 0.494 | 0.856 | 0.663 | 0.550 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.572 | 0.782 | 0.782 | |
BCC-CSM2-MR | [-] | 0.629 | 0.548 | 0.548 | |
CanESM5 | [-] | 0.584 | 0.386 | 0.386 | |
CESM2 | [-] | 0.554 | 0.404 | 0.404 | |
GFDL-ESM4 | [-] | 0.585 | 0.238 | 0.238 | |
IPSL-CM6A-LR | [-] | 0.650 | 0.773 | 0.773 | |
MeanCMIP6 | [-] | 0.620 | 0.626 | 0.626 | |
MIROC-ESM2L | [-] | 0.585 | 0.446 | 0.446 | |
MPI-ESM1.2-HR | [-] | 0.518 | 0.647 | 0.647 | |
NorESM2-LM | [-] | 0.566 | 0.524 | 0.524 | |
UKESM1-0-LL | [-] | 0.727 | 0.142 | 0.142 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.522 | 0.743 | 0.743 | |
BCC-CSM2-MR | [-] | 0.591 | 0.828 | 0.828 | |
CanESM5 | [-] | 0.559 | 0.767 | 0.767 | |
CESM2 | [-] | 0.549 | 0.858 | 0.858 | |
GFDL-ESM4 | [-] | 0.559 | 0.710 | 0.710 | |
IPSL-CM6A-LR | [-] | 0.716 | 0.897 | 0.897 | |
MeanCMIP6 | [-] | 0.627 | 0.866 | 0.866 | |
MIROC-ESM2L | [-] | 0.525 | 0.884 | 0.884 | |
MPI-ESM1.2-HR | [-] | 0.619 | 0.794 | 0.794 | |
NorESM2-LM | [-] | 0.547 | 0.830 | 0.830 | |
UKESM1-0-LL | [-] | 0.486 | 0.530 | 0.530 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.509 | 0.652 | 0.652 | |
BCC-CSM2-MR | [-] | 0.631 | 0.825 | 0.825 | |
CanESM5 | [-] | 0.578 | 0.774 | 0.774 | |
CESM2 | [-] | 0.671 | 0.782 | 0.782 | |
GFDL-ESM4 | [-] | 0.685 | 0.747 | 0.747 | |
IPSL-CM6A-LR | [-] | 0.661 | 0.665 | 0.665 | |
MeanCMIP6 | [-] | 0.665 | 0.828 | 0.828 | |
MIROC-ESM2L | [-] | 0.577 | 0.493 | 0.493 | |
MPI-ESM1.2-HR | [-] | 0.466 | 0.559 | 0.559 | |
NorESM2-LM | [-] | 0.632 | 0.743 | 0.743 | |
UKESM1-0-LL | [-] | 0.412 | 0.217 | 0.217 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.692 | 0.633 | 0.633 | |
BCC-CSM2-MR | [-] | 0.680 | 0.698 | 0.698 | |
CanESM5 | [-] | 0.677 | 0.652 | 0.652 | |
CESM2 | [-] | 0.693 | 0.528 | 0.528 | |
GFDL-ESM4 | [-] | 0.716 | 0.683 | 0.683 | |
IPSL-CM6A-LR | [-] | 0.656 | 0.649 | 0.649 | |
MeanCMIP6 | [-] | 0.670 | 0.697 | 0.697 | |
MIROC-ESM2L | [-] | 0.670 | 0.439 | 0.439 | |
MPI-ESM1.2-HR | [-] | 0.510 | 0.462 | 0.462 | |
NorESM2-LM | [-] | 0.650 | 0.559 | 0.559 | |
UKESM1-0-LL | [-] | 0.440 | 0.0971 | 0.0971 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.806 | 0.583 | 0.583 | |
BCC-CSM2-MR | [-] | 0.913 | 0.340 | 0.340 | |
CanESM5 | [-] | 1.00 | 0.154 | 0.154 | |
CESM2 | [-] | 0.800 | 0.504 | 0.504 | |
GFDL-ESM4 | [-] | 0.913 | 0.190 | 0.190 | |
IPSL-CM6A-LR | [-] | 0.848 | 0.609 | 0.609 | |
MeanCMIP6 | [-] | 0.813 | 0.516 | 0.516 | |
MIROC-ESM2L | [-] | 1.00 | 0.490 | 0.490 | |
MPI-ESM1.2-HR | [-] | 0.839 | 0.576 | 0.576 | |
NorESM2-LM | [-] | 0.823 | 0.205 | 0.205 | |
UKESM1-0-LL | [-] | 0.889 | 0.320 | 0.320 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.560 | 0.768 | 0.768 | |
BCC-CSM2-MR | [-] | 0.614 | 0.624 | 0.624 | |
CanESM5 | [-] | 0.696 | 0.687 | 0.687 | |
CESM2 | [-] | 0.637 | 0.706 | 0.706 | |
GFDL-ESM4 | [-] | 0.724 | 0.650 | 0.650 | |
IPSL-CM6A-LR | [-] | 0.699 | 0.846 | 0.846 | |
MeanCMIP6 | [-] | 0.672 | 0.797 | 0.797 | |
MIROC-ESM2L | [-] | 0.648 | 0.777 | 0.777 | |
MPI-ESM1.2-HR | [-] | 0.779 | 0.868 | 0.868 | |
NorESM2-LM | [-] | 0.584 | 0.633 | 0.633 | |
UKESM1-0-LL | [-] | 0.614 | 0.464 | 0.464 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.720 | 0.683 | 0.683 | |
BCC-CSM2-MR | [-] | 0.816 | 0.692 | 0.692 | |
CanESM5 | [-] | 0.732 | 0.650 | 0.650 | |
CESM2 | [-] | 0.720 | 0.760 | 0.760 | |
GFDL-ESM4 | [-] | 0.744 | 0.630 | 0.630 | |
IPSL-CM6A-LR | [-] | 0.851 | 0.529 | 0.529 | |
MeanCMIP6 | [-] | 0.701 | 0.833 | 0.833 | |
MIROC-ESM2L | [-] | 0.712 | 0.881 | 0.881 | |
MPI-ESM1.2-HR | [-] | 0.767 | 0.623 | 0.623 | |
NorESM2-LM | [-] | 0.833 | 0.766 | 0.766 | |
UKESM1-0-LL | [-] | 0.780 | 0.593 | 0.593 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.694 | 0.752 | 0.752 | |
BCC-CSM2-MR | [-] | 0.730 | 0.871 | 0.871 | |
CanESM5 | [-] | 0.735 | 0.842 | 0.842 | |
CESM2 | [-] | 0.638 | 0.869 | 0.869 | |
GFDL-ESM4 | [-] | 0.744 | 0.797 | 0.797 | |
IPSL-CM6A-LR | [-] | 0.742 | 0.840 | 0.840 | |
MeanCMIP6 | [-] | 0.743 | 0.875 | 0.875 | |
MIROC-ESM2L | [-] | 0.697 | 0.927 | 0.927 | |
MPI-ESM1.2-HR | [-] | 0.676 | 0.713 | 0.713 | |
NorESM2-LM | [-] | 0.638 | 0.871 | 0.871 | |
UKESM1-0-LL | [-] | 0.576 | 0.544 | 0.544 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.613 | 0.597 | 0.597 | |
BCC-CSM2-MR | [-] | 0.572 | 0.612 | 0.612 | |
CanESM5 | [-] | 0.537 | 0.517 | 0.517 | |
CESM2 | [-] | 0.517 | 0.681 | 0.681 | |
GFDL-ESM4 | [-] | 0.516 | 0.150 | 0.150 | |
IPSL-CM6A-LR | [-] | 0.557 | 0.556 | 0.556 | |
MeanCMIP6 | [-] | 0.643 | 0.691 | 0.691 | |
MIROC-ESM2L | [-] | 0.644 | 0.549 | 0.549 | |
MPI-ESM1.2-HR | [-] | 0.613 | 0.757 | 0.757 | |
NorESM2-LM | [-] | 0.569 | 0.654 | 0.654 | |
UKESM1-0-LL | [-] | 0.622 | 0.343 | 0.343 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.629 | 0.691 | 0.691 | |
BCC-CSM2-MR | [-] | 0.603 | 0.624 | 0.624 | |
CanESM5 | [-] | 0.753 | 0.688 | 0.688 | |
CESM2 | [-] | 0.625 | 0.603 | 0.603 | |
GFDL-ESM4 | [-] | 0.723 | 0.709 | 0.709 | |
IPSL-CM6A-LR | [-] | 0.698 | 0.819 | 0.819 | |
MeanCMIP6 | [-] | 0.608 | 0.707 | 0.707 | |
MIROC-ESM2L | [-] | 0.672 | 0.828 | 0.828 | |
MPI-ESM1.2-HR | [-] | 0.569 | 0.757 | 0.757 | |
NorESM2-LM | [-] | 0.580 | 0.477 | 0.477 | |
UKESM1-0-LL | [-] | 0.472 | 0.265 | 0.265 |