Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 0.735 | |||||||||||||||
CESM2 | [-] | 0.749 | 0.694 | 2.50 | 0.723 | 1.60 | 0.0886 | 0.573 | 2.40 | 0.379 | 0.179 | 0.653 | 0.811 | 0.384 | 0.431 | ||
CMCC-ESM2 | [-] | 0.697 | 0.646 | 1.80 | 0.702 | 1.69 | -0.0555 | 0.523 | 2.17 | 0.330 | 0.173 | 0.698 | 0.859 | 0.277 | 0.419 | ||
ELM_CN | [-] | 0.575 | 0.576 | 0.140 | 0.697 | 1.36 | -0.109 | 0.535 | 1.82 | 0.365 | 0.171 | 0.769 | 0.939 | 0.327 | 0.457 | ||
ELM_CNP | [-] | 0.567 | 0.568 | 0.140 | 0.697 | 1.36 | -0.120 | 0.533 | 1.86 | 0.364 | 0.175 | 0.752 | 0.924 | 0.332 | 0.454 | ||
IPSL-CM6A-LR | [-] | 0.659 | 0.625 | 1.90 | 0.712 | 1.60 | 0.0303 | 0.510 | 1.80 | 0.363 | 0.208 | 0.772 | 0.912 | 0.465 | 0.488 | ||
MIROC6 | [-] | 0.635 | 0.581 | 1.44 | 0.729 | 1.93 | -0.0927 | 0.253 | 2.08 | 0.500 | 0.432 | 0.788 | 0.956 | 0.372 | 0.580 | ||
MPI-ESM1-2-LR | [-] | 1.15 | 1.15 | 1.39 | 0.652 | 1.63 | 0.496 | 0.774 | 1.96 | 0.195 | 0.250 | 0.681 | 0.924 | 0.452 | 0.459 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.11 | |||||||||||||||
CESM2 | [-] | 1.67 | 1.67 | 1.48 | 1.12 | 0.888 | 0.551 | 1.70 | 0.975 | 0.420 | 0.323 | 0.875 | 0.262 | 0.589 | 0.465 | ||
CMCC-ESM2 | [-] | 1.86 | 1.89 | 1.08 | 1.12 | 0.919 | 0.769 | 1.73 | 1.23 | 0.385 | 0.335 | 0.863 | 0.189 | 0.597 | 0.451 | ||
ELM_CN | [-] | 1.29 | 1.29 | 0.823 | 1.12 | 0.975 | 0.169 | 0.997 | 1.23 | 0.578 | 0.373 | 0.856 | 0.520 | 0.671 | 0.562 | ||
ELM_CNP | [-] | 1.25 | 1.25 | 0.822 | 1.12 | 0.975 | 0.128 | 0.955 | 1.24 | 0.566 | 0.383 | 0.855 | 0.498 | 0.661 | 0.558 | ||
IPSL-CM6A-LR | [-] | 0.886 | 0.890 | 0.806 | 1.12 | 0.985 | -0.230 | 0.724 | 0.998 | 0.573 | 0.481 | 0.930 | 0.661 | 0.619 | 0.624 | ||
MIROC6 | [-] | 0.766 | 0.770 | 0.544 | 1.12 | 0.929 | -0.355 | 0.372 | 0.0910 | 0.645 | 0.623 | 0.994 | 0.927 | 0.385 | 0.700 | ||
MPI-ESM1-2-LR | [-] | 1.23 | 1.24 | 1.45 | 1.12 | 1.03 | 0.120 | 0.911 | 0.849 | 0.639 | 0.425 | 0.944 | 0.680 | 0.561 | 0.612 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 0.783 | |||||||||||||||
CESM2 | [-] | 1.78 | 1.88 | 0.444 | 0.788 | 0.600 | 1.05 | 1.79 | 1.97 | 0.202 | 0.281 | 0.753 | 0.289 | 0.533 | 0.390 | ||
CMCC-ESM2 | [-] | 2.04 | 2.27 | 0.417 | 0.791 | 0.574 | 1.48 | 2.10 | 1.91 | 0.150 | 0.279 | 0.793 | 0.171 | 0.573 | 0.374 | ||
ELM_CN | [-] | 1.17 | 1.22 | 0.211 | 0.804 | 0.509 | 0.415 | 0.936 | 1.98 | 0.389 | 0.353 | 0.794 | 0.550 | 0.628 | 0.511 | ||
ELM_CNP | [-] | 1.11 | 1.16 | 0.147 | 0.804 | 0.509 | 0.350 | 0.878 | 2.00 | 0.413 | 0.361 | 0.792 | 0.558 | 0.613 | 0.516 | ||
IPSL-CM6A-LR | [-] | 1.07 | 1.12 | 0.348 | 0.787 | 0.593 | 0.293 | 0.693 | 1.12 | 0.439 | 0.436 | 0.923 | 0.622 | 0.625 | 0.580 | ||
MIROC6 | [-] | 0.505 | 0.547 | 0.263 | 0.789 | 0.268 | -0.255 | 0.313 | 0.360 | 0.589 | 0.585 | 0.982 | 0.958 | 0.384 | 0.680 | ||
MPI-ESM1-2-LR | [-] | 1.44 | 1.52 | 0.629 | 0.809 | 0.531 | 0.715 | 1.06 | 0.956 | 0.348 | 0.412 | 0.939 | 0.685 | 0.544 | 0.557 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.92 | |||||||||||||||
CESM2 | [-] | 1.71 | 1.66 | 2.48 | 1.95 | 1.81 | -0.180 | 1.03 | 2.25 | 0.369 | 0.318 | 0.583 | 0.949 | 0.594 | 0.521 | ||
CMCC-ESM2 | [-] | 2.31 | 2.05 | 3.82 | 1.96 | 1.51 | 0.100 | 1.50 | 2.23 | 0.259 | 0.217 | 0.630 | 0.768 | 0.398 | 0.415 | ||
ELM_CN | [-] | 2.14 | 2.14 | 3.18 | 1.98 | 1.51 | 0.188 | 1.26 | 1.99 | 0.359 | 0.201 | 0.651 | 0.889 | 0.322 | 0.437 | ||
ELM_CNP | [-] | 2.08 | 2.08 | 2.38 | 1.98 | 1.51 | 0.110 | 1.23 | 2.03 | 0.353 | 0.209 | 0.643 | 0.897 | 0.342 | 0.442 | ||
IPSL-CM6A-LR | [-] | 2.01 | 1.93 | 2.50 | 1.94 | 1.71 | 0.143 | 0.937 | 2.12 | 0.409 | 0.344 | 0.610 | 0.947 | 0.612 | 0.544 | ||
MIROC6 | [-] | 1.72 | 1.70 | 2.11 | 1.93 | 1.82 | -0.159 | 0.634 | 1.27 | 0.492 | 0.458 | 0.797 | 0.978 | 0.380 | 0.594 | ||
MPI-ESM1-2-LR | [-] | 2.08 | 2.02 | 2.29 | 1.85 | 2.15 | 0.181 | 0.909 | 2.72 | 0.411 | 0.351 | 0.615 | 0.925 | 0.681 | 0.556 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Benchmark | [-] | 0.775 | |||||||||||||||
CESM2 | [-] | 0.970 | 1.11 | 0.262 | 0.767 | 1.44 | 0.383 | 0.942 | 1.33 | 0.506 | 0.382 | 0.868 | 0.689 | 0.476 | 0.551 | ||
CMCC-ESM2 | [-] | 1.32 | 1.48 | 0.515 | 0.768 | 0.905 | 0.704 | 1.17 | 1.88 | 0.423 | 0.344 | 0.769 | 0.370 | 0.418 | 0.445 | ||
ELM_CN | [-] | 0.776 | 0.907 | 0.0150 | 0.759 | 1.27 | 0.153 | 0.731 | 1.83 | 0.562 | 0.414 | 0.789 | 0.690 | 0.522 | 0.565 | ||
ELM_CNP | [-] | 0.758 | 0.886 | 0.0135 | 0.759 | 1.27 | 0.131 | 0.727 | 1.86 | 0.560 | 0.416 | 0.787 | 0.692 | 0.520 | 0.565 | ||
IPSL-CM6A-LR | [-] | 0.570 | 0.645 | 0.125 | 0.772 | 1.14 | -0.0881 | 0.554 | 1.14 | 0.616 | 0.489 | 0.896 | 0.930 | 0.624 | 0.674 | ||
MIROC6 | [-] | 0.577 | 0.627 | 0.345 | 0.767 | 1.33 | -0.113 | 0.308 | 0.690 | 0.731 | 0.652 | 0.943 | 0.966 | 0.386 | 0.722 | ||
MPI-ESM1-2-LR | [-] | 0.877 | 1.00 | 0.283 | 0.741 | 1.53 | 0.259 | 0.663 | 1.19 | 0.610 | 0.469 | 0.895 | 0.949 | 0.591 | 0.664 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 3.64 | |||||||||||||||
CESM2 | [-] | 4.21 | 4.24 | 4.08 | 3.77 | 2.98 | 0.430 | 1.13 | 3.70 | 0.445 | 0.327 | 0.390 | 0.988 | 0.609 | 0.514 | ||
CMCC-ESM2 | [-] | 5.98 | 5.98 | 5.91 | 3.70 | 3.01 | 2.27 | 3.01 | 2.41 | 0.170 | 0.168 | 0.623 | 0.601 | 0.323 | 0.342 | ||
ELM_CN | [-] | 5.58 | 5.58 | 3.95 | 2.99 | 1.62 | 2.07 | 2.57 | 0.140 | 0.258 | 0.585 | 0.811 | 0.490 | 0.424 | |||
ELM_CNP | [-] | 5.19 | 5.19 | 3.95 | 2.99 | 1.18 | 1.92 | 2.54 | 0.166 | 0.272 | 0.591 | 0.574 | 0.512 | 0.398 | |||
IPSL-CM6A-LR | [-] | 4.87 | 4.92 | 4.85 | 3.68 | 2.97 | 1.20 | 1.51 | 2.38 | 0.296 | 0.342 | 0.645 | 0.972 | 0.582 | 0.529 | ||
MIROC6 | [-] | 3.71 | 3.74 | 3.39 | 3.71 | 2.99 | -0.0474 | 0.811 | 1.54 | 0.565 | 0.409 | 0.785 | 0.960 | 0.376 | 0.584 | ||
MPI-ESM1-2-LR | [-] | 5.17 | 5.24 | 4.33 | 3.94 | 3.40 | 1.30 | 1.60 | 2.62 | 0.210 | 0.319 | 0.578 | 0.993 | 0.596 | 0.502 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.37 | |||||||||||||||
CESM2 | [-] | 2.23 | 2.24 | 2.58 | 1.39 | 0.953 | 0.889 | 1.43 | 0.958 | 0.412 | 0.350 | 0.897 | 0.532 | 0.551 | 0.515 | ||
CMCC-ESM2 | [-] | 2.59 | 2.61 | 2.70 | 1.39 | 1.00 | 1.22 | 1.81 | 2.15 | 0.312 | 0.245 | 0.683 | 0.471 | 0.266 | 0.370 | ||
ELM_CN | [-] | 1.54 | 1.54 | 1.41 | 1.08 | 0.127 | 0.947 | 1.35 | 0.609 | 0.366 | 0.850 | 0.836 | 0.530 | 0.593 | |||
ELM_CNP | [-] | 1.51 | 1.51 | 1.41 | 1.08 | 0.0904 | 0.971 | 1.34 | 0.597 | 0.359 | 0.850 | 0.822 | 0.515 | 0.584 | |||
IPSL-CM6A-LR | [-] | 1.68 | 1.70 | 1.66 | 1.38 | 1.03 | 0.299 | 0.846 | 1.08 | 0.604 | 0.435 | 0.899 | 0.959 | 0.675 | 0.668 | ||
MIROC6 | [-] | 1.21 | 1.20 | 1.26 | 1.38 | 0.928 | -0.153 | 0.473 | 0.498 | 0.681 | 0.606 | 0.961 | 0.982 | 0.387 | 0.704 | ||
MPI-ESM1-2-LR | [-] | 1.43 | 1.43 | 1.50 | 1.40 | 1.26 | 0.0317 | 0.769 | 0.855 | 0.608 | 0.508 | 0.928 | 0.900 | 0.613 | 0.677 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.49 | |||||||||||||||
CESM2 | [-] | 1.37 | 1.71 | 0.167 | 1.48 | 1.87 | 0.284 | 1.17 | 1.95 | 0.409 | 0.333 | 0.674 | 0.868 | 0.569 | 0.531 | ||
CMCC-ESM2 | [-] | 1.88 | 2.11 | 0.482 | 1.49 | 1.59 | 0.615 | 1.53 | 2.09 | 0.312 | 0.263 | 0.666 | 0.664 | 0.446 | 0.436 | ||
ELM_CN | [-] | 1.55 | 1.77 | 0.0159 | 1.48 | 1.59 | 0.293 | 1.08 | 1.82 | 0.409 | 0.297 | 0.709 | 0.831 | 0.499 | 0.507 | ||
ELM_CNP | [-] | 1.45 | 1.66 | 0.0132 | 1.48 | 1.59 | 0.179 | 1.04 | 1.84 | 0.405 | 0.307 | 0.708 | 0.864 | 0.510 | 0.517 | ||
IPSL-CM6A-LR | [-] | 1.42 | 1.59 | 0.307 | 1.49 | 1.66 | 0.158 | 0.794 | 1.57 | 0.477 | 0.374 | 0.763 | 0.922 | 0.612 | 0.587 | ||
MIROC6 | [-] | 1.07 | 1.30 | 0.274 | 1.49 | 1.85 | -0.159 | 0.446 | 0.946 | 0.597 | 0.522 | 0.879 | 0.980 | 0.380 | 0.647 | ||
MPI-ESM1-2-LR | [-] | 1.63 | 1.88 | 0.212 | 1.45 | 1.92 | 0.437 | 1.01 | 1.67 | 0.425 | 0.327 | 0.718 | 0.934 | 0.570 | 0.550 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 0.471 | |||||||||||||||
CESM2 | [-] | 0.258 | 0.660 | 0.0406 | 0.466 | 0.660 | 0.271 | 0.752 | 2.46 | 0.277 | 0.129 | 0.736 | 0.778 | 0.328 | 0.396 | ||
CMCC-ESM2 | [-] | 0.258 | 0.612 | 0.0651 | 0.454 | 0.817 | 0.154 | 0.524 | 3.02 | 0.331 | 0.175 | 0.519 | 0.805 | 0.225 | 0.372 | ||
ELM_CN | [-] | 0.128 | 0.325 | 0.00408 | 0.442 | 0.810 | -0.112 | 0.368 | 2.05 | 0.406 | 0.270 | 0.720 | 0.909 | 0.421 | 0.499 | ||
ELM_CNP | [-] | 0.126 | 0.321 | 0.00395 | 0.442 | 0.810 | -0.116 | 0.373 | 2.06 | 0.391 | 0.268 | 0.714 | 0.901 | 0.422 | 0.494 | ||
IPSL-CM6A-LR | [-] | 0.101 | 0.325 | 0.0174 | 0.461 | 0.735 | -0.0769 | 0.429 | 2.15 | 0.383 | 0.245 | 0.806 | 0.899 | 0.566 | 0.524 | ||
MIROC6 | [-] | 0.300 | 0.405 | 0.245 | 0.463 | 0.746 | -0.0117 | 0.214 | 2.26 | 0.540 | 0.457 | 0.819 | 0.927 | 0.382 | 0.597 | ||
MPI-ESM1-2-LR | [-] | 0.261 | 0.518 | 0.0948 | 0.407 | 0.792 | 0.111 | 0.441 | 2.32 | 0.337 | 0.267 | 0.775 | 0.873 | 0.501 | 0.503 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.48 | |||||||||||||||
CESM2 | [-] | 0.928 | 1.08 | 0.0826 | 1.48 | 1.16 | -0.375 | 0.925 | 2.02 | 0.344 | 0.347 | 0.595 | 0.935 | 0.650 | 0.536 | ||
CMCC-ESM2 | [-] | 1.11 | 1.26 | 0.263 | 1.48 | 1.30 | -0.213 | 1.07 | 2.87 | 0.303 | 0.283 | 0.374 | 0.792 | 0.580 | 0.436 | ||
ELM_CN | [-] | 1.12 | 1.42 | 0.00936 | 1.48 | 1.40 | -0.0501 | 0.961 | 1.80 | 0.338 | 0.299 | 0.576 | 0.825 | 0.550 | 0.481 | ||
ELM_CNP | [-] | 0.982 | 1.25 | 0.00921 | 1.48 | 1.40 | -0.225 | 0.885 | 1.83 | 0.366 | 0.316 | 0.573 | 0.924 | 0.587 | 0.514 | ||
IPSL-CM6A-LR | [-] | 1.41 | 1.74 | 0.103 | 1.48 | 1.17 | 0.274 | 0.846 | 1.93 | 0.493 | 0.303 | 0.555 | 0.944 | 0.702 | 0.550 | ||
MIROC6 | [-] | 1.20 | 1.38 | 0.283 | 1.48 | 0.865 | -0.0765 | 0.424 | 1.13 | 0.621 | 0.514 | 0.827 | 0.989 | 0.380 | 0.641 | ||
MPI-ESM1-2-LR | [-] | 1.51 | 1.87 | 0.171 | 1.48 | 1.47 | 0.391 | 1.09 | 2.04 | 0.385 | 0.215 | 0.506 | 0.963 | 0.565 | 0.475 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 3.43 | |||||||||||||||
CESM2 | [-] | 4.08 | 4.05 | 4.19 | 3.46 | 1.72 | 0.588 | 1.36 | 2.45 | 0.373 | 0.332 | 0.655 | 0.971 | 0.591 | 0.542 | ||
CMCC-ESM2 | [-] | 5.01 | 4.88 | 6.60 | 3.51 | 1.73 | 1.40 | 2.41 | 2.05 | 0.310 | 0.249 | 0.726 | 0.506 | 0.460 | 0.416 | ||
ELM_CN | [-] | 4.78 | 4.78 | 3.51 | 2.32 | 1.26 | 1.83 | 1.84 | 0.277 | 0.285 | 0.748 | 0.773 | 0.522 | 0.482 | |||
ELM_CNP | [-] | 4.52 | 4.52 | 3.51 | 2.32 | 1.00 | 1.71 | 1.84 | 0.328 | 0.290 | 0.747 | 0.773 | 0.526 | 0.492 | |||
IPSL-CM6A-LR | [-] | 4.44 | 4.45 | 4.67 | 3.47 | 1.49 | 0.899 | 1.48 | 2.27 | 0.274 | 0.330 | 0.683 | 0.901 | 0.603 | 0.520 | ||
MIROC6 | [-] | 3.58 | 3.56 | 2.97 | 3.44 | 1.81 | 0.127 | 0.767 | 1.46 | 0.538 | 0.432 | 0.804 | 0.987 | 0.372 | 0.594 | ||
MPI-ESM1-2-LR | [-] | 4.62 | 4.60 | 3.84 | 3.53 | 2.63 | 1.06 | 1.82 | 2.27 | 0.287 | 0.240 | 0.657 | 0.968 | 0.520 | 0.485 |
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Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.80 | |||||||||||||||
CESM2 | [-] | 2.08 | 2.09 | 1.91 | 1.80 | 2.70 | 0.340 | 1.22 | 3.11 | 0.424 | 0.341 | 0.477 | 0.831 | 0.597 | 0.502 | ||
CMCC-ESM2 | [-] | 3.27 | 3.20 | 3.97 | 1.82 | 2.01 | 1.38 | 2.31 | 2.01 | 0.285 | 0.198 | 0.693 | 0.506 | 0.418 | 0.383 | ||
ELM_CN | [-] | 2.90 | 2.93 | 0.181 | 1.79 | 2.04 | 1.15 | 1.90 | 1.81 | 0.343 | 0.213 | 0.720 | 0.758 | 0.443 | 0.448 | ||
ELM_CNP | [-] | 2.85 | 2.88 | 0.162 | 1.79 | 2.04 | 1.09 | 1.86 | 1.83 | 0.349 | 0.219 | 0.722 | 0.767 | 0.456 | 0.455 | ||
IPSL-CM6A-LR | [-] | 2.05 | 1.95 | 2.69 | 1.80 | 2.40 | 0.236 | 0.998 | 2.22 | 0.472 | 0.357 | 0.621 | 0.965 | 0.558 | 0.555 | ||
MIROC6 | [-] | 1.51 | 1.51 | 1.79 | 1.79 | 2.89 | -0.244 | 0.658 | 0.855 | 0.545 | 0.474 | 0.879 | 0.968 | 0.377 | 0.619 | ||
MPI-ESM1-2-LR | [-] | 2.54 | 2.47 | 2.88 | 1.77 | 2.17 | 0.698 | 1.35 | 2.26 | 0.359 | 0.314 | 0.615 | 0.948 | 0.550 | 0.516 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.73 | |||||||||||||||
CESM2 | [-] | 1.21 | 1.26 | 0.847 | 1.73 | 1.66 | -0.465 | 1.03 | 2.56 | 0.314 | 0.319 | 0.533 | 0.912 | 0.584 | 0.497 | ||
CMCC-ESM2 | [-] | 1.11 | 1.18 | 0.845 | 1.73 | 1.99 | -0.554 | 1.16 | 2.43 | 0.250 | 0.299 | 0.604 | 0.846 | 0.560 | 0.476 | ||
ELM_CN | [-] | 1.57 | 1.58 | 0.0114 | 1.74 | 1.56 | -0.157 | 1.07 | 1.60 | 0.327 | 0.288 | 0.761 | 0.832 | 0.482 | 0.496 | ||
ELM_CNP | [-] | 1.37 | 1.38 | 0.0114 | 1.74 | 1.56 | -0.355 | 1.04 | 1.64 | 0.312 | 0.310 | 0.753 | 0.910 | 0.501 | 0.516 | ||
IPSL-CM6A-LR | [-] | 1.83 | 1.86 | 0.955 | 1.73 | 1.72 | 0.0940 | 0.817 | 2.01 | 0.531 | 0.289 | 0.669 | 0.966 | 0.591 | 0.556 | ||
MIROC6 | [-] | 1.51 | 1.56 | 1.06 | 1.73 | 1.88 | -0.176 | 0.443 | 0.960 | 0.583 | 0.536 | 0.873 | 0.988 | 0.380 | 0.649 | ||
MPI-ESM1-2-LR | [-] | 2.14 | 2.19 | 1.04 | 1.74 | 1.64 | 0.456 | 1.06 | 2.28 | 0.377 | 0.240 | 0.600 | 0.960 | 0.477 | 0.482 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 2.53 | |||||||||||||||
CESM2 | [-] | 2.63 | 2.69 | 1.38 | 2.54 | 1.29 | 0.157 | 1.17 | 2.26 | 0.467 | 0.330 | 0.692 | 0.963 | 0.593 | 0.563 | ||
CMCC-ESM2 | [-] | 2.65 | 2.74 | 1.81 | 2.54 | 1.31 | 0.184 | 1.60 | 2.53 | 0.386 | 0.256 | 0.613 | 0.895 | 0.454 | 0.477 | ||
ELM_CN | [-] | 2.97 | 3.01 | 0.0289 | 2.55 | 1.51 | 0.445 | 1.45 | 2.47 | 0.449 | 0.260 | 0.594 | 0.890 | 0.498 | 0.492 | ||
ELM_CNP | [-] | 2.64 | 2.67 | 0.0287 | 2.55 | 1.51 | 0.114 | 1.36 | 2.49 | 0.405 | 0.275 | 0.596 | 0.932 | 0.521 | 0.501 | ||
IPSL-CM6A-LR | [-] | 2.87 | 2.93 | 1.07 | 2.53 | 1.58 | 0.332 | 0.977 | 1.77 | 0.462 | 0.353 | 0.813 | 0.969 | 0.638 | 0.598 | ||
MIROC6 | [-] | 2.37 | 2.45 | 0.941 | 2.53 | 1.30 | -0.100 | 0.621 | 1.25 | 0.580 | 0.479 | 0.866 | 0.984 | 0.376 | 0.628 | ||
MPI-ESM1-2-LR | [-] | 3.23 | 3.32 | 1.28 | 2.57 | 1.65 | 0.751 | 1.46 | 2.34 | 0.386 | 0.256 | 0.664 | 0.968 | 0.604 | 0.522 |
Download Data |
Period Mean (original grids) [1] |
Model Period Mean (intersection) [1] |
Model Period Mean (complement) [1] |
Benchmark Period Mean (intersection) [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] |
Interannual Variability Score [1] |
Overall Score [1] |
|||
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Benchmark | [-] | 1.29 | |||||||||||||||
CESM2 | [-] | 1.47 | 1.47 | 1.12 | 1.29 | 1.51 | 0.211 | 0.984 | 1.08 | 0.535 | 0.426 | 0.888 | 0.898 | 0.500 | 0.612 | ||
CMCC-ESM2 | [-] | 2.37 | 2.36 | 2.39 | 1.29 | 1.52 | 1.06 | 1.61 | 1.57 | 0.330 | 0.305 | 0.828 | 0.547 | 0.274 | 0.431 | ||
ELM_CN | [-] | 1.59 | 1.59 | 0.0858 | 1.29 | 1.32 | 0.303 | 0.995 | 1.38 | 0.560 | 0.399 | 0.845 | 0.842 | 0.382 | 0.571 | ||
ELM_CNP | [-] | 1.58 | 1.58 | 0.0856 | 1.29 | 1.32 | 0.292 | 0.995 | 1.39 | 0.560 | 0.399 | 0.844 | 0.847 | 0.382 | 0.572 | ||
IPSL-CM6A-LR | [-] | 1.39 | 1.38 | 1.43 | 1.29 | 2.24 | 0.0965 | 0.730 | 0.878 | 0.631 | 0.509 | 0.927 | 0.965 | 0.585 | 0.688 | ||
MIROC6 | [-] | 1.09 | 1.09 | 1.58 | 1.29 | 2.17 | -0.189 | 0.412 | 0.679 | 0.707 | 0.680 | 0.942 | 0.967 | 0.387 | 0.727 | ||
MPI-ESM1-2-LR | [-] | 1.54 | 1.52 | 1.53 | 1.29 | 1.52 | 0.241 | 0.809 | 1.02 | 0.614 | 0.504 | 0.910 | 0.935 | 0.633 | 0.683 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.225 | 0.629 | 0.629 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.265 | 0.787 | 0.787 | |
ELM_CNP | [-] | 0.256 | 0.791 | 0.791 | |
IPSL-CM6A-LR | [-] | 0.249 | 0.604 | 0.604 | |
MIROC6 | [-] | 0.187 | 0.799 | 0.799 | |
MPI-ESM1-2-LR | [-] | 0.467 | 0.516 | 0.516 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.440 | 0.472 | 0.472 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.428 | 0.756 | 0.756 | |
ELM_CNP | [-] | 0.449 | 0.761 | 0.761 | |
IPSL-CM6A-LR | [-] | 0.501 | 0.687 | 0.687 | |
MIROC6 | [-] | 0.422 | 0.682 | 0.682 | |
MPI-ESM1-2-LR | [-] | 0.423 | 0.746 | 0.746 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.392 | 0.218 | 0.218 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.320 | 0.472 | 0.472 | |
ELM_CNP | [-] | 0.307 | 0.511 | 0.511 | |
IPSL-CM6A-LR | [-] | 0.330 | 0.515 | 0.515 | |
MIROC6 | [-] | 0.292 | 0.723 | 0.723 | |
MPI-ESM1-2-LR | [-] | 0.430 | 0.350 | 0.350 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.221 | 0.802 | 0.802 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.249 | 0.673 | 0.673 | |
ELM_CNP | [-] | 0.237 | 0.713 | 0.713 | |
IPSL-CM6A-LR | [-] | 0.252 | 0.809 | 0.809 | |
MIROC6 | [-] | 0.189 | 0.823 | 0.823 | |
MPI-ESM1-2-LR | [-] | 0.379 | 0.779 | 0.779 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.319 | 0.525 | 0.525 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.269 | 0.478 | 0.478 | |
ELM_CNP | [-] | 0.264 | 0.489 | 0.489 | |
IPSL-CM6A-LR | [-] | 0.228 | 0.802 | 0.802 | |
MIROC6 | [-] | 0.183 | 0.901 | 0.901 | |
MPI-ESM1-2-LR | [-] | 0.404 | 0.756 | 0.756 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.254 | 0.823 | 0.823 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.310 | 0.611 | 0.611 | |
ELM_CNP | [-] | 0.340 | 0.688 | 0.688 | |
IPSL-CM6A-LR | [-] | 0.240 | 0.676 | 0.676 | |
MIROC6 | [-] | 0.292 | 0.868 | 0.868 | |
MPI-ESM1-2-LR | [-] | 0.349 | 0.685 | 0.685 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.468 | 0.439 | 0.439 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.364 | 0.754 | 0.754 | |
ELM_CNP | [-] | 0.360 | 0.793 | 0.793 | |
IPSL-CM6A-LR | [-] | 0.431 | 0.646 | 0.646 | |
MIROC6 | [-] | 0.247 | 0.851 | 0.851 | |
MPI-ESM1-2-LR | [-] | 0.327 | 0.809 | 0.809 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.313 | 0.823 | 0.823 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.259 | 0.699 | 0.699 | |
ELM_CNP | [-] | 0.249 | 0.781 | 0.781 | |
IPSL-CM6A-LR | [-] | 0.245 | 0.768 | 0.768 | |
MIROC6 | [-] | 0.185 | 0.922 | 0.922 | |
MPI-ESM1-2-LR | [-] | 0.337 | 0.698 | 0.698 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.377 | 0.519 | 0.519 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.254 | 0.801 | 0.801 | |
ELM_CNP | [-] | 0.251 | 0.779 | 0.779 | |
IPSL-CM6A-LR | [-] | 0.196 | 0.720 | 0.720 | |
MIROC6 | [-] | 0.203 | 0.905 | 0.905 | |
MPI-ESM1-2-LR | [-] | 0.280 | 0.725 | 0.725 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.389 | 0.686 | 0.686 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.341 | 0.570 | 0.570 | |
ELM_CNP | [-] | 0.330 | 0.690 | 0.690 | |
IPSL-CM6A-LR | [-] | 0.288 | 0.593 | 0.593 | |
MIROC6 | [-] | 0.204 | 0.754 | 0.754 | |
MPI-ESM1-2-LR | [-] | 0.378 | 0.592 | 0.592 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.295 | 0.757 | 0.757 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.290 | 0.645 | 0.645 | |
ELM_CNP | [-] | 0.309 | 0.690 | 0.690 | |
IPSL-CM6A-LR | [-] | 0.292 | 0.649 | 0.649 | |
MIROC6 | [-] | 0.300 | 0.786 | 0.786 | |
MPI-ESM1-2-LR | [-] | 0.280 | 0.655 | 0.655 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.294 | 0.714 | 0.714 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.348 | 0.481 | 0.481 | |
ELM_CNP | [-] | 0.341 | 0.498 | 0.498 | |
IPSL-CM6A-LR | [-] | 0.301 | 0.793 | 0.793 | |
MIROC6 | [-] | 0.222 | 0.842 | 0.842 | |
MPI-ESM1-2-LR | [-] | 0.366 | 0.625 | 0.625 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.462 | 0.789 | 0.789 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.391 | 0.703 | 0.703 | |
ELM_CNP | [-] | 0.405 | 0.831 | 0.831 | |
IPSL-CM6A-LR | [-] | 0.246 | 0.716 | 0.716 | |
MIROC6 | [-] | 0.243 | 0.872 | 0.872 | |
MPI-ESM1-2-LR | [-] | 0.427 | 0.650 | 0.650 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.364 | 0.863 | 0.863 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.334 | 0.782 | 0.782 | |
ELM_CNP | [-] | 0.322 | 0.846 | 0.846 | |
IPSL-CM6A-LR | [-] | 0.328 | 0.811 | 0.811 | |
MIROC6 | [-] | 0.305 | 0.898 | 0.898 | |
MPI-ESM1-2-LR | [-] | 0.322 | 0.719 | 0.719 |
Download Data |
Precipitation Hellinger Distance [1] |
Precipitation RMSE Score [1] |
Overall Score [1] |
||
---|---|---|---|---|---|
CESM2 | [-] | 0.312 | 0.780 | 0.780 | |
CMCC-ESM2 | [-] | 0.00 | |||
ELM_CN | [-] | 0.298 | 0.692 | 0.692 | |
ELM_CNP | [-] | 0.302 | 0.704 | 0.704 | |
IPSL-CM6A-LR | [-] | 0.278 | 0.835 | 0.835 | |
MIROC6 | [-] | 0.216 | 0.882 | 0.882 | |
MPI-ESM1-2-LR | [-] | 0.372 | 0.799 | 0.799 |