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 | [-] | 1.72 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.49 | 1.55 | 1.72 | 0.755 | 0.971 | -0.220 | 0.812 | 1.36 | 0.383 | 0.392 | 0.838 | 0.938 | 0.589 | ||
BCC-CSM2-MR | [-] | 1.79 | 1.80 | 1.72 | 1.23 | 1.02 | 0.0455 | 0.864 | 1.31 | 0.382 | 0.411 | 0.849 | 0.936 | 0.598 | ||
CanESM5 | [-] | 1.39 | 1.41 | 1.72 | 1.13 | -0.344 | 1.10 | 1.31 | 0.249 | 0.396 | 0.893 | 0.812 | 0.549 | |||
CESM2 | [-] | 2.16 | 2.18 | 1.72 | 1.28 | 1.10 | 0.415 | 1.45 | 1.93 | 0.342 | 0.345 | 0.726 | 0.804 | 0.512 | ||
GFDL-ESM4 | [-] | 2.65 | 2.64 | 1.72 | 2.73 | 0.916 | 1.50 | 1.46 | 0.259 | 0.370 | 0.832 | 0.917 | 0.549 | |||
IPSL-CM6A-LR | [-] | 1.16 | 1.18 | 1.73 | 0.929 | 0.521 | -0.561 | 0.861 | 1.26 | 0.287 | 0.465 | 0.880 | 0.884 | 0.596 | ||
MeanCMIP6 | [-] | 1.69 | 1.73 | 1.72 | 1.16 | -0.0215 | 0.785 | 1.00 | 0.391 | 0.478 | 0.917 | 0.845 | 0.622 | |||
MIROC-ESM2L | [-] | 1.04 | 1.06 | 1.72 | 0.748 | 0.297 | -0.679 | 1.21 | 1.71 | 0.195 | 0.410 | 0.802 | 0.865 | 0.536 | ||
MPI-ESM1.2-HR | [-] | 1.61 | 1.61 | 1.73 | 1.30 | 1.30 | -0.120 | 0.731 | 0.742 | 0.366 | 0.493 | 0.951 | 0.770 | 0.614 | ||
NorESM2-LM | [-] | 2.07 | 2.08 | 1.72 | 1.07 | 0.287 | 1.41 | 2.06 | 0.363 | 0.330 | 0.721 | 0.813 | 0.512 | |||
UKESM1-0-LL | [-] | 2.60 | 2.58 | 1.74 | 2.62 | 0.281 | 0.861 | 1.36 | 1.04 | 0.338 | 0.480 | 0.922 | 0.915 | 0.627 |
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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 1.36 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.17 | 1.31 | 1.36 | 0.239 | 1.79 | -0.0801 | 0.742 | 1.55 | 0.266 | 0.357 | 0.747 | 0.924 | 0.531 | ||
BCC-CSM2-MR | [-] | 1.50 | 1.64 | 1.36 | 0.507 | 1.61 | 0.272 | 0.838 | 1.81 | 0.284 | 0.297 | 0.699 | 0.899 | 0.495 | ||
CanESM5 | [-] | 1.35 | 1.46 | 1.36 | 0.664 | 0.141 | 0.854 | 1.92 | 0.235 | 0.317 | 0.719 | 0.879 | 0.493 | |||
CESM2 | [-] | 1.40 | 1.54 | 1.36 | 0.483 | 1.94 | 0.208 | 0.934 | 2.25 | 0.256 | 0.331 | 0.617 | 0.888 | 0.485 | ||
GFDL-ESM4 | [-] | 1.85 | 1.97 | 1.36 | 1.41 | 0.610 | 1.14 | 1.95 | 0.223 | 0.253 | 0.691 | 0.846 | 0.453 | |||
IPSL-CM6A-LR | [-] | 1.55 | 1.54 | 1.37 | 1.72 | 0.520 | 0.180 | 0.733 | 1.72 | 0.277 | 0.378 | 0.734 | 0.930 | 0.539 | ||
MeanCMIP6 | [-] | 1.45 | 1.60 | 1.36 | 0.501 | 0.258 | 0.608 | 1.69 | 0.337 | 0.413 | 0.732 | 0.965 | 0.572 | |||
MIROC-ESM2L | [-] | 1.23 | 1.31 | 1.36 | 0.711 | 1.94 | -0.00356 | 0.791 | 2.06 | 0.243 | 0.380 | 0.613 | 0.910 | 0.505 | ||
MPI-ESM1.2-HR | [-] | 1.33 | 1.46 | 1.34 | 0.264 | 1.73 | 0.118 | 0.722 | 1.53 | 0.290 | 0.331 | 0.729 | 0.950 | 0.526 | ||
NorESM2-LM | [-] | 1.39 | 1.49 | 1.36 | 0.678 | 0.169 | 0.908 | 2.29 | 0.275 | 0.330 | 0.614 | 0.893 | 0.489 | |||
UKESM1-0-LL | [-] | 2.46 | 2.43 | 1.38 | 2.97 | 0.472 | 1.10 | 1.30 | 1.83 | 0.179 | 0.420 | 0.731 | 0.864 | 0.523 |
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 | [-] | 0.236 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.184 | 0.195 | 0.235 | 0.150 | 0.408 | -0.0440 | 0.190 | 1.72 | 0.221 | 0.373 | 0.736 | 0.815 | 0.503 | ||
BCC-CSM2-MR | [-] | 0.382 | 0.393 | 0.235 | 0.516 | 0.328 | 0.156 | 0.301 | 2.40 | 0.298 | 0.241 | 0.707 | 0.793 | 0.456 | ||
CanESM5 | [-] | 0.341 | 0.335 | 0.236 | 0.523 | 0.107 | 0.238 | 2.47 | 0.291 | 0.284 | 0.721 | 0.739 | 0.464 | |||
CESM2 | [-] | 0.262 | 0.250 | 0.235 | 0.441 | 0.425 | 0.0202 | 0.222 | 2.36 | 0.323 | 0.271 | 0.640 | 0.851 | 0.471 | ||
GFDL-ESM4 | [-] | 0.317 | 0.314 | 0.236 | 0.395 | 0.0792 | 0.236 | 2.38 | 0.280 | 0.268 | 0.605 | 0.691 | 0.422 | |||
IPSL-CM6A-LR | [-] | 0.498 | 0.447 | 0.235 | 0.400 | 0.327 | 0.204 | 0.325 | 1.90 | 0.232 | 0.237 | 0.726 | 0.529 | 0.392 | ||
MeanCMIP6 | [-] | 0.390 | 0.385 | 0.236 | 0.421 | 0.152 | 0.221 | 2.56 | 0.337 | 0.381 | 0.787 | 0.867 | 0.551 | |||
MIROC-ESM2L | [-] | 0.225 | 0.228 | 0.236 | 0.363 | 0.184 | -0.000493 | 0.297 | 1.63 | 0.129 | 0.350 | 0.617 | 0.494 | 0.388 | ||
MPI-ESM1.2-HR | [-] | 0.334 | 0.336 | 0.233 | 0.288 | 0.343 | 0.105 | 0.229 | 1.98 | 0.323 | 0.286 | 0.779 | 0.839 | 0.503 | ||
NorESM2-LM | [-] | 0.275 | 0.257 | 0.236 | 0.388 | 0.0246 | 0.218 | 2.29 | 0.317 | 0.291 | 0.666 | 0.822 | 0.477 | |||
UKESM1-0-LL | [-] | 0.845 | 0.840 | 0.235 | 1.15 | 0.354 | 0.617 | 0.671 | 2.77 | 0.196 | 0.348 | 0.696 | 0.421 | 0.402 |
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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 0.203 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.258 | 0.238 | 0.203 | 0.210 | 0.622 | 0.0398 | 0.221 | 1.99 | 0.207 | 0.273 | 0.630 | 0.631 | 0.403 | ||
BCC-CSM2-MR | [-] | 0.558 | 0.557 | 0.203 | 0.524 | 0.312 | 0.358 | 0.506 | 2.29 | 0.170 | 0.113 | 0.724 | 0.557 | 0.335 | ||
CanESM5 | [-] | 0.209 | 0.232 | 0.203 | 0.423 | 0.0548 | 0.261 | 2.83 | 0.234 | 0.178 | 0.587 | 0.668 | 0.369 | |||
CESM2 | [-] | 0.637 | 0.609 | 0.203 | 0.321 | 0.510 | 0.411 | 0.690 | 2.23 | 0.194 | 0.187 | 0.750 | 0.281 | 0.320 | ||
GFDL-ESM4 | [-] | 0.482 | 0.487 | 0.203 | 0.520 | 0.285 | 0.390 | 2.20 | 0.212 | 0.307 | 0.775 | 0.449 | 0.410 | |||
IPSL-CM6A-LR | [-] | 0.399 | 0.392 | 0.203 | 0.277 | 0.307 | 0.194 | 0.368 | 2.26 | 0.221 | 0.171 | 0.777 | 0.478 | 0.363 | ||
MeanCMIP6 | [-] | 0.553 | 0.537 | 0.203 | 0.494 | 0.339 | 0.422 | 2.11 | 0.219 | 0.234 | 0.795 | 0.702 | 0.437 | |||
MIROC-ESM2L | [-] | 0.233 | 0.216 | 0.203 | 0.151 | 0.0375 | 0.379 | 2.61 | 0.0914 | 0.311 | 0.512 | 0.389 | 0.323 | |||
MPI-ESM1.2-HR | [-] | 0.538 | 0.545 | 0.198 | 0.675 | 0.532 | 0.345 | 0.451 | 2.00 | 0.189 | 0.171 | 0.789 | 0.683 | 0.401 | ||
NorESM2-LM | [-] | 0.640 | 0.571 | 0.203 | 0.427 | 0.370 | 0.661 | 2.27 | 0.165 | 0.203 | 0.743 | 0.264 | 0.316 | |||
UKESM1-0-LL | [-] | 1.05 | 1.07 | 0.203 | 1.58 | 0.308 | 0.890 | 0.908 | 2.38 | 0.0947 | 0.334 | 0.756 | 0.185 | 0.341 |
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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 2.15 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.69 | 2.80 | 2.13 | 1.70 | 2.79 | 0.378 | 1.12 | 2.27 | 0.190 | 0.293 | 0.605 | 0.862 | 0.449 | ||
BCC-CSM2-MR | [-] | 3.99 | 4.32 | 2.15 | 3.10 | 2.31 | 1.73 | 2.37 | 2.12 | 0.0651 | 0.136 | 0.630 | 0.514 | 0.296 | ||
CanESM5 | [-] | 3.17 | 2.80 | 2.15 | 2.40 | 0.790 | 1.34 | 2.35 | 0.131 | 0.292 | 0.610 | 0.756 | 0.416 | |||
CESM2 | [-] | 3.51 | 3.67 | 2.16 | 3.10 | 2.01 | 1.44 | 1.78 | 2.43 | 0.115 | 0.292 | 0.570 | 0.659 | 0.385 | ||
GFDL-ESM4 | [-] | 3.72 | 3.83 | 2.15 | 3.84 | 1.70 | 1.93 | 2.12 | 0.0872 | 0.152 | 0.655 | 0.914 | 0.392 | |||
IPSL-CM6A-LR | [-] | 2.27 | 2.29 | 2.14 | 2.04 | 2.55 | 0.157 | 0.912 | 1.99 | 0.208 | 0.297 | 0.689 | 0.855 | 0.469 | ||
MeanCMIP6 | [-] | 3.08 | 3.19 | 2.15 | 2.18 | 0.905 | 1.11 | 2.00 | 0.216 | 0.346 | 0.667 | 0.934 | 0.502 | |||
MIROC-ESM2L | [-] | 2.44 | 2.46 | 2.15 | 2.02 | 0.828 | 0.187 | 1.06 | 2.89 | 0.170 | 0.358 | 0.511 | 0.785 | 0.436 | ||
MPI-ESM1.2-HR | [-] | 2.38 | 2.56 | 2.15 | 2.20 | 2.13 | 0.449 | 0.841 | 1.70 | 0.196 | 0.367 | 0.702 | 0.944 | 0.515 | ||
NorESM2-LM | [-] | 3.86 | 3.57 | 2.15 | 2.81 | 1.30 | 1.64 | 2.48 | 0.143 | 0.310 | 0.577 | 0.746 | 0.417 | |||
UKESM1-0-LL | [-] | 4.23 | 4.27 | 2.15 | 3.78 | 2.10 | 2.07 | 2.09 | 2.17 | 0.0339 | 0.384 | 0.609 | 0.924 | 0.467 |
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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 1.91 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.44 | 2.44 | 1.91 | 1.61 | 1.92 | 0.431 | 1.10 | 1.09 | 0.414 | 0.415 | 0.880 | 0.950 | 0.615 | ||
BCC-CSM2-MR | [-] | 2.34 | 2.36 | 1.91 | 2.15 | 2.03 | 0.415 | 1.11 | 1.04 | 0.406 | 0.462 | 0.887 | 0.837 | 0.611 | ||
CanESM5 | [-] | 2.12 | 2.09 | 1.91 | 2.50 | 0.202 | 1.03 | 1.17 | 0.389 | 0.443 | 0.875 | 0.818 | 0.594 | |||
CESM2 | [-] | 2.20 | 2.20 | 1.91 | 2.17 | 1.93 | 0.346 | 1.20 | 1.19 | 0.403 | 0.433 | 0.834 | 0.792 | 0.579 | ||
GFDL-ESM4 | [-] | 2.26 | 2.26 | 1.91 | 2.59 | 0.339 | 1.30 | 1.41 | 0.348 | 0.348 | 0.807 | 0.755 | 0.521 | |||
IPSL-CM6A-LR | [-] | 1.75 | 1.74 | 1.90 | 1.69 | 2.53 | -0.160 | 0.857 | 1.20 | 0.425 | 0.473 | 0.866 | 0.950 | 0.637 | ||
MeanCMIP6 | [-] | 2.12 | 2.13 | 1.91 | 1.90 | 0.226 | 0.738 | 0.878 | 0.495 | 0.559 | 0.906 | 0.954 | 0.694 | |||
MIROC-ESM2L | [-] | 1.59 | 1.59 | 1.91 | 1.51 | 1.87 | -0.304 | 1.11 | 1.58 | 0.315 | 0.446 | 0.768 | 0.872 | 0.569 | ||
MPI-ESM1.2-HR | [-] | 1.77 | 1.77 | 1.90 | 1.88 | 2.08 | -0.131 | 0.758 | 0.849 | 0.447 | 0.516 | 0.893 | 0.889 | 0.652 | ||
NorESM2-LM | [-] | 2.24 | 2.29 | 1.91 | 2.58 | 0.451 | 1.26 | 1.21 | 0.399 | 0.415 | 0.834 | 0.824 | 0.577 | |||
UKESM1-0-LL | [-] | 3.07 | 3.09 | 1.90 | 3.05 | 2.43 | 1.23 | 1.42 | 1.02 | 0.321 | 0.483 | 0.889 | 0.958 | 0.627 |
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 | [-] | 4.05 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 3.28 | 3.37 | 4.05 | 1.79 | 3.97 | -0.949 | 1.28 | 2.51 | 0.0749 | 0.334 | 0.591 | 0.844 | 0.436 | ||
BCC-CSM2-MR | [-] | 5.39 | 5.41 | 4.06 | 4.73 | 3.65 | 1.14 | 1.91 | 3.34 | 0.0801 | 0.140 | 0.427 | 0.502 | 0.258 | ||
CanESM5 | [-] | 4.79 | 4.60 | 4.05 | 5.37 | 0.601 | 1.66 | 2.86 | 0.0858 | 0.235 | 0.519 | 0.562 | 0.327 | |||
CESM2 | [-] | 4.98 | 5.01 | 4.06 | 4.81 | 3.84 | 0.943 | 1.20 | 3.14 | 0.0796 | 0.318 | 0.480 | 0.960 | 0.431 | ||
GFDL-ESM4 | [-] | 5.37 | 5.46 | 4.05 | 4.78 | 1.41 | 1.99 | 3.19 | 0.0481 | 0.200 | 0.464 | 0.652 | 0.313 | |||
IPSL-CM6A-LR | [-] | 5.17 | 5.28 | 4.06 | 4.42 | 3.75 | 1.12 | 1.42 | 2.52 | 0.0835 | 0.355 | 0.608 | 0.788 | 0.438 | ||
MeanCMIP6 | [-] | 4.86 | 4.93 | 4.05 | 3.84 | 0.742 | 1.06 | 3.16 | 0.107 | 0.305 | 0.466 | 0.961 | 0.429 | |||
MIROC-ESM2L | [-] | 3.99 | 3.90 | 4.05 | 4.15 | 4.20 | -0.0672 | 0.869 | 3.06 | 0.148 | 0.344 | 0.510 | 0.974 | 0.464 | ||
MPI-ESM1.2-HR | [-] | 4.72 | 4.73 | 4.07 | 3.69 | 3.82 | 0.650 | 1.49 | 3.31 | 0.0622 | 0.235 | 0.419 | 0.691 | 0.328 | ||
NorESM2-LM | [-] | 4.74 | 4.74 | 4.05 | 4.57 | 0.653 | 1.02 | 3.30 | 0.184 | 0.315 | 0.455 | 0.957 | 0.445 | |||
UKESM1-0-LL | [-] | 5.74 | 5.72 | 4.06 | 5.54 | 3.55 | 1.64 | 1.69 | 3.25 | 0.0433 | 0.369 | 0.444 | 0.965 | 0.438 |
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 | [-] | 2.50 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 2.00 | 2.04 | 2.50 | 1.15 | 2.83 | -0.563 | 1.12 | 1.74 | 0.202 | 0.338 | 0.684 | 0.933 | 0.499 | ||
BCC-CSM2-MR | [-] | 2.76 | 2.77 | 2.50 | 2.56 | 2.72 | 0.210 | 1.26 | 2.08 | 0.222 | 0.230 | 0.606 | 0.837 | 0.425 | ||
CanESM5 | [-] | 3.01 | 2.99 | 2.50 | 3.27 | 0.483 | 1.50 | 1.98 | 0.162 | 0.262 | 0.639 | 0.887 | 0.443 | |||
CESM2 | [-] | 2.35 | 2.35 | 2.50 | 2.75 | 2.96 | -0.108 | 1.14 | 3.13 | 0.193 | 0.316 | 0.489 | 0.852 | 0.433 | ||
GFDL-ESM4 | [-] | 2.95 | 3.03 | 2.50 | 2.38 | 0.528 | 1.58 | 2.23 | 0.193 | 0.172 | 0.632 | 0.870 | 0.408 | |||
IPSL-CM6A-LR | [-] | 3.14 | 3.07 | 2.50 | 3.10 | 2.66 | 0.534 | 1.05 | 2.18 | 0.233 | 0.341 | 0.638 | 0.931 | 0.497 | ||
MeanCMIP6 | [-] | 2.86 | 2.87 | 2.50 | 2.64 | 0.345 | 0.828 | 1.93 | 0.293 | 0.360 | 0.627 | 0.979 | 0.524 | |||
MIROC-ESM2L | [-] | 2.83 | 2.79 | 2.50 | 2.99 | 3.09 | 0.321 | 1.10 | 3.13 | 0.230 | 0.355 | 0.474 | 0.933 | 0.469 | ||
MPI-ESM1.2-HR | [-] | 2.59 | 2.59 | 2.49 | 2.20 | 2.72 | 0.110 | 1.24 | 1.93 | 0.224 | 0.223 | 0.627 | 0.946 | 0.449 | ||
NorESM2-LM | [-] | 2.35 | 2.33 | 2.50 | 2.89 | -0.105 | 1.13 | 3.14 | 0.211 | 0.318 | 0.493 | 0.872 | 0.443 | |||
UKESM1-0-LL | [-] | 4.06 | 4.03 | 2.50 | 4.04 | 2.78 | 1.54 | 1.84 | 1.87 | 0.100 | 0.389 | 0.650 | 0.874 | 0.480 |
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 | [-] | 0.543 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 0.480 | 0.499 | 0.545 | 0.0755 | 0.106 | -0.0742 | 0.524 | 1.02 | 0.608 | 0.393 | 0.920 | 0.943 | 0.651 | ||
BCC-CSM2-MR | [-] | 0.520 | 0.542 | 0.545 | 0.170 | 0.121 | -0.0211 | 0.401 | 1.27 | 0.651 | 0.516 | 0.860 | 0.922 | 0.693 | ||
CanESM5 | [-] | 0.234 | 0.258 | 0.543 | 0.0783 | -0.308 | 0.509 | 1.36 | 0.476 | 0.453 | 0.875 | 0.648 | 0.581 | |||
CESM2 | [-] | 0.720 | 0.744 | 0.545 | 0.109 | 0.0854 | 0.170 | 0.906 | 2.27 | 0.414 | 0.332 | 0.739 | 0.663 | 0.496 | ||
GFDL-ESM4 | [-] | 2.28 | 2.32 | 0.543 | 1.82 | 1.78 | 1.86 | 1.48 | 0.137 | 0.459 | 0.868 | 0.372 | 0.459 | |||
IPSL-CM6A-LR | [-] | 0.429 | 0.446 | 0.613 | 0.213 | 0.0103 | -0.184 | 0.483 | 1.14 | 0.557 | 0.524 | 0.930 | 0.817 | 0.671 | ||
MeanCMIP6 | [-] | 0.557 | 0.579 | 0.543 | 0.248 | 0.00722 | 0.410 | 0.978 | 0.624 | 0.532 | 0.937 | 0.912 | 0.708 | |||
MIROC-ESM2L | [-] | 0.317 | 0.338 | 0.543 | 0.108 | 0.0266 | -0.230 | 0.432 | 0.947 | 0.557 | 0.525 | 0.933 | 0.713 | 0.651 | ||
MPI-ESM1.2-HR | [-] | 0.614 | 0.620 | 0.563 | 0.393 | 0.174 | 0.0581 | 0.485 | 0.903 | 0.548 | 0.509 | 0.935 | 0.902 | 0.681 | ||
NorESM2-LM | [-] | 0.501 | 0.557 | 0.543 | 0.119 | -0.0373 | 0.784 | 2.62 | 0.430 | 0.364 | 0.676 | 0.742 | 0.515 | |||
UKESM1-0-LL | [-] | 1.33 | 1.34 | 0.638 | 1.07 | 0.0118 | 0.681 | 1.01 | 1.29 | 0.398 | 0.471 | 0.902 | 0.854 | 0.619 |
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] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 0.849 | ||||||||||||||
ACCESS-ESM1-5 | [-] | 1.48 | 1.48 | 0.847 | 0.997 | 1.20 | 0.612 | 0.919 | 1.45 | 0.227 | 0.312 | 0.820 | 0.813 | 0.497 | ||
BCC-CSM2-MR | [-] | 1.47 | 1.45 | 0.845 | 1.65 | 1.30 | 0.583 | 0.920 | 1.14 | 0.302 | 0.315 | 0.862 | 0.821 | 0.523 | ||
CanESM5 | [-] | 0.997 | 0.949 | 0.849 | 1.29 | 0.142 | 0.692 | 1.78 | 0.368 | 0.317 | 0.766 | 0.825 | 0.518 | |||
CESM2 | [-] | 1.42 | 1.41 | 0.846 | 1.70 | 1.51 | 0.580 | 1.18 | 1.27 | 0.297 | 0.265 | 0.825 | 0.683 | 0.467 | ||
GFDL-ESM4 | [-] | 1.46 | 1.43 | 0.849 | 1.67 | 0.586 | 0.911 | 1.48 | 0.333 | 0.288 | 0.791 | 0.776 | 0.495 | |||
IPSL-CM6A-LR | [-] | 1.26 | 1.22 | 0.845 | 1.30 | 1.47 | 0.383 | 0.807 | 1.33 | 0.348 | 0.301 | 0.841 | 0.921 | 0.542 | ||
MeanCMIP6 | [-] | 1.39 | 1.37 | 0.849 | 1.38 | 0.535 | 0.745 | 0.963 | 0.334 | 0.436 | 0.886 | 0.936 | 0.606 | |||
MIROC-ESM2L | [-] | 1.23 | 1.17 | 0.848 | 1.78 | 1.19 | 0.374 | 0.927 | 1.83 | 0.276 | 0.327 | 0.764 | 0.729 | 0.485 | ||
MPI-ESM1.2-HR | [-] | 1.17 | 1.18 | 0.831 | 1.39 | 1.45 | 0.353 | 0.698 | 1.06 | 0.370 | 0.365 | 0.848 | 0.853 | 0.560 | ||
NorESM2-LM | [-] | 1.44 | 1.38 | 0.849 | 1.72 | 0.543 | 1.15 | 1.20 | 0.278 | 0.270 | 0.834 | 0.672 | 0.465 | |||
UKESM1-0-LL | [-] | 2.26 | 2.24 | 0.844 | 2.61 | 1.57 | 1.43 | 1.51 | 1.19 | 0.149 | 0.464 | 0.867 | 0.716 | 0.532 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.643 | 0.689 | 0.689 | |
BCC-CSM2-MR | [-] | 0.719 | 0.676 | 0.676 | |
CanESM5 | [-] | 0.649 | 0.450 | 0.450 | |
CESM2 | [-] | 0.674 | 0.539 | 0.539 | |
GFDL-ESM4 | [-] | 0.625 | 0.386 | 0.386 | |
IPSL-CM6A-LR | [-] | 0.701 | 0.664 | 0.664 | |
MeanCMIP6 | [-] | 0.676 | 0.684 | 0.684 | |
MIROC-ESM2L | [-] | 0.608 | 0.459 | 0.459 | |
MPI-ESM1.2-HR | [-] | 0.611 | 0.746 | 0.746 | |
NorESM2-LM | [-] | 0.712 | 0.665 | 0.665 | |
UKESM1-0-LL | [-] | 0.678 | 0.271 | 0.271 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.680 | 0.726 | 0.726 | |
BCC-CSM2-MR | [-] | 0.745 | 0.841 | 0.841 | |
CanESM5 | [-] | 0.715 | 0.799 | 0.799 | |
CESM2 | [-] | 0.709 | 0.864 | 0.864 | |
GFDL-ESM4 | [-] | 0.710 | 0.753 | 0.753 | |
IPSL-CM6A-LR | [-] | 0.767 | 0.912 | 0.912 | |
MeanCMIP6 | [-] | 0.757 | 0.875 | 0.875 | |
MIROC-ESM2L | [-] | 0.666 | 0.879 | 0.879 | |
MPI-ESM1.2-HR | [-] | 0.701 | 0.828 | 0.828 | |
NorESM2-LM | [-] | 0.710 | 0.847 | 0.847 | |
UKESM1-0-LL | [-] | 0.505 | 0.558 | 0.558 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.706 | 0.706 | 0.706 | |
BCC-CSM2-MR | [-] | 0.705 | 0.775 | 0.775 | |
CanESM5 | [-] | 0.696 | 0.759 | 0.759 | |
CESM2 | [-] | 0.845 | 0.836 | 0.836 | |
GFDL-ESM4 | [-] | 0.868 | 0.739 | 0.739 | |
IPSL-CM6A-LR | [-] | 0.780 | 0.657 | 0.657 | |
MeanCMIP6 | [-] | 0.737 | 0.797 | 0.797 | |
MIROC-ESM2L | [-] | 0.733 | 0.504 | 0.504 | |
MPI-ESM1.2-HR | [-] | 0.480 | 0.494 | 0.494 | |
NorESM2-LM | [-] | 0.778 | 0.802 | 0.802 | |
UKESM1-0-LL | [-] | 0.383 | 0.168 | 0.168 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.757 | 0.783 | 0.783 | |
BCC-CSM2-MR | [-] | 0.586 | 0.531 | 0.531 | |
CanESM5 | [-] | 0.825 | 0.644 | 0.644 | |
CESM2 | [-] | 0.691 | 0.378 | 0.378 | |
GFDL-ESM4 | [-] | 0.710 | 0.599 | 0.599 | |
IPSL-CM6A-LR | [-] | 0.807 | 0.836 | 0.836 | |
MeanCMIP6 | [-] | 0.571 | 0.529 | 0.529 | |
MIROC-ESM2L | [-] | 0.714 | 0.458 | 0.458 | |
MPI-ESM1.2-HR | [-] | 0.517 | 0.343 | 0.343 | |
NorESM2-LM | [-] | 0.676 | 0.440 | 0.440 | |
UKESM1-0-LL | [-] | 0.597 | 0.0442 | 0.0442 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.802 | 0.713 | 0.713 | |
BCC-CSM2-MR | [-] | 0.903 | 0.391 | 0.391 | |
CanESM5 | [-] | 0.844 | 0.511 | 0.511 | |
CESM2 | [-] | 0.842 | 0.635 | 0.635 | |
GFDL-ESM4 | [-] | 0.874 | 0.360 | 0.360 | |
IPSL-CM6A-LR | [-] | 0.804 | 0.671 | 0.671 | |
MeanCMIP6 | [-] | 0.835 | 0.620 | 0.620 | |
MIROC-ESM2L | [-] | 1.00 | 0.634 | 0.634 | |
MPI-ESM1.2-HR | [-] | 0.856 | 0.699 | 0.699 | |
NorESM2-LM | [-] | 0.842 | 0.323 | 0.323 | |
UKESM1-0-LL | [-] | 0.845 | 0.433 | 0.433 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.679 | 0.845 | 0.845 | |
BCC-CSM2-MR | [-] | 0.644 | 0.723 | 0.723 | |
CanESM5 | [-] | 0.735 | 0.745 | 0.745 | |
CESM2 | [-] | 0.669 | 0.774 | 0.774 | |
GFDL-ESM4 | [-] | 0.720 | 0.727 | 0.727 | |
IPSL-CM6A-LR | [-] | 0.670 | 0.819 | 0.819 | |
MeanCMIP6 | [-] | 0.699 | 0.861 | 0.861 | |
MIROC-ESM2L | [-] | 0.670 | 0.726 | 0.726 | |
MPI-ESM1.2-HR | [-] | 0.742 | 0.838 | 0.838 | |
NorESM2-LM | [-] | 0.683 | 0.714 | 0.714 | |
UKESM1-0-LL | [-] | 0.641 | 0.568 | 0.568 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.712 | 0.678 | 0.678 | |
BCC-CSM2-MR | [-] | 0.808 | 0.726 | 0.726 | |
CanESM5 | [-] | 0.707 | 0.666 | 0.666 | |
CESM2 | [-] | 0.729 | 0.768 | 0.768 | |
GFDL-ESM4 | [-] | 0.721 | 0.669 | 0.669 | |
IPSL-CM6A-LR | [-] | 0.771 | 0.551 | 0.551 | |
MeanCMIP6 | [-] | 0.660 | 0.840 | 0.840 | |
MIROC-ESM2L | [-] | 0.717 | 0.892 | 0.892 | |
MPI-ESM1.2-HR | [-] | 0.736 | 0.655 | 0.655 | |
NorESM2-LM | [-] | 0.790 | 0.784 | 0.784 | |
UKESM1-0-LL | [-] | 0.719 | 0.618 | 0.618 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.703 | 0.728 | 0.728 | |
BCC-CSM2-MR | [-] | 0.736 | 0.858 | 0.858 | |
CanESM5 | [-] | 0.724 | 0.843 | 0.843 | |
CESM2 | [-] | 0.640 | 0.873 | 0.873 | |
GFDL-ESM4 | [-] | 0.759 | 0.816 | 0.816 | |
IPSL-CM6A-LR | [-] | 0.729 | 0.848 | 0.848 | |
MeanCMIP6 | [-] | 0.738 | 0.875 | 0.875 | |
MIROC-ESM2L | [-] | 0.706 | 0.916 | 0.916 | |
MPI-ESM1.2-HR | [-] | 0.664 | 0.731 | 0.731 | |
NorESM2-LM | [-] | 0.671 | 0.883 | 0.883 | |
UKESM1-0-LL | [-] | 0.577 | 0.554 | 0.554 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.682 | 0.551 | 0.551 | |
BCC-CSM2-MR | [-] | 0.716 | 0.744 | 0.744 | |
CanESM5 | [-] | 0.678 | 0.570 | 0.570 | |
CESM2 | [-] | 0.557 | 0.652 | 0.652 | |
GFDL-ESM4 | [-] | 0.487 | 0.0420 | 0.0420 | |
IPSL-CM6A-LR | [-] | 0.696 | 0.711 | 0.711 | |
MeanCMIP6 | [-] | 0.712 | 0.747 | 0.747 | |
MIROC-ESM2L | [-] | 0.727 | 0.637 | 0.637 | |
MPI-ESM1.2-HR | [-] | 0.728 | 0.609 | 0.609 | |
NorESM2-LM | [-] | 0.635 | 0.732 | 0.732 | |
UKESM1-0-LL | [-] | 0.530 | 0.117 | 0.117 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
ACCESS-ESM1-5 | [-] | 0.619 | 0.656 | 0.656 | |
BCC-CSM2-MR | [-] | 0.532 | 0.565 | 0.565 | |
CanESM5 | [-] | 0.770 | 0.643 | 0.643 | |
CESM2 | [-] | 0.592 | 0.535 | 0.535 | |
GFDL-ESM4 | [-] | 0.624 | 0.663 | 0.663 | |
IPSL-CM6A-LR | [-] | 0.648 | 0.771 | 0.771 | |
MeanCMIP6 | [-] | 0.506 | 0.645 | 0.645 | |
MIROC-ESM2L | [-] | 0.673 | 0.833 | 0.833 | |
MPI-ESM1.2-HR | [-] | 0.498 | 0.708 | 0.708 | |
NorESM2-LM | [-] | 0.577 | 0.418 | 0.418 | |
UKESM1-0-LL | [-] | 0.522 | 0.224 | 0.224 |