Download Data |
Period Mean (original grids) [kg m-2] |
Model Period Mean (intersection) [kg m-2] |
Benchmark Period Mean (intersection) [kg m-2] |
Model Period Mean (complement) [kg m-2] |
Benchmark Period Mean (complement) [kg m-2] |
Bias [kg m-2] |
RMSE [kg m-2] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 26.3 | ||||||||||||||
| CanESM5 | [-] | 12.9 | 20.7 | 26.3 | 3.95 | 26.0 | -5.62 | 7.88 | 1.59 | 0.333 | 0.435 | 0.764 | 0.942 | 0.582 | ||
| E3SMv3 default 0051 | [-] | 25.3 | 25.3 | 26.3 | 25.7 | -1.03 | 4.11 | 1.82 | 0.535 | 0.631 | 0.733 | 0.993 | 0.705 | |||
| E3SMv3 default 0111 | [-] | 25.3 | 25.3 | 26.3 | 25.6 | -1.07 | 3.98 | 1.62 | 0.540 | 0.648 | 0.767 | 0.993 | 0.720 | |||
| E3SMv3 default 0161 | [-] | 25.3 | 25.3 | 26.3 | 25.7 | -1.02 | 4.09 | 1.72 | 0.536 | 0.636 | 0.749 | 0.993 | 0.710 | |||
| E3SMv3 default 0281 | [-] | 25.4 | 25.4 | 26.3 | 25.9 | -0.932 | 4.08 | 1.76 | 0.538 | 0.632 | 0.747 | 0.993 | 0.708 | |||
| E3SMv3 default 0311 | [-] | 25.3 | 25.3 | 26.3 | 25.7 | -0.998 | 4.11 | 1.73 | 0.537 | 0.632 | 0.745 | 0.993 | 0.708 | |||
| E3SMv3 highECS 0051 | [-] | 25.7 | 25.6 | 26.3 | 26.3 | -0.691 | 4.34 | 1.66 | 0.517 | 0.621 | 0.762 | 0.993 | 0.703 | |||
| E3SMv3 highECS 0111 | [-] | 25.5 | 25.5 | 26.3 | 26.2 | -0.814 | 4.28 | 1.66 | 0.520 | 0.628 | 0.757 | 0.994 | 0.705 | |||
| E3SMv3 highECS 0161 | [-] | 25.6 | 25.6 | 26.3 | 26.4 | -0.722 | 4.27 | 1.61 | 0.518 | 0.635 | 0.769 | 0.993 | 0.710 | |||
| E3SMv3 highECS 0281 | [-] | 25.6 | 25.5 | 26.3 | 26.3 | -0.802 | 4.25 | 1.59 | 0.519 | 0.633 | 0.766 | 0.994 | 0.709 | |||
| E3SMv3 highECS 0311 | [-] | 25.7 | 25.7 | 26.3 | 26.4 | -0.665 | 4.25 | 1.77 | 0.520 | 0.632 | 0.742 | 0.994 | 0.704 | |||
| E3SMv3 lowECS 0051 | [-] | 25.9 | 25.9 | 26.3 | 26.4 | -0.402 | 3.93 | 1.53 | 0.536 | 0.668 | 0.778 | 0.993 | 0.728 | |||
| E3SMv3 lowECS 0111 | [-] | 25.8 | 25.8 | 26.3 | 26.3 | -0.519 | 3.94 | 1.59 | 0.537 | 0.662 | 0.770 | 0.993 | 0.725 | |||
| E3SMv3 lowECS 0161 | [-] | 25.9 | 25.8 | 26.3 | 26.3 | -0.498 | 3.91 | 1.52 | 0.538 | 0.670 | 0.782 | 0.993 | 0.731 | |||
| E3SMv3 lowECS 0281 | [-] | 25.9 | 25.9 | 26.3 | 26.4 | -0.468 | 3.94 | 1.57 | 0.537 | 0.664 | 0.773 | 0.993 | 0.726 | |||
| E3SMv3 lowECS 0311 | [-] | 25.8 | 25.8 | 26.3 | 26.3 | -0.526 | 3.98 | 1.64 | 0.534 | 0.658 | 0.763 | 0.993 | 0.721 | |||
| IPSL-CM6A-LR | [-] | 20.3 | 20.2 | 26.4 | 17.1 | 25.2 | -6.18 | 7.25 | 1.79 | 0.323 | 0.623 | 0.733 | 0.916 | 0.643 | ||
| MIROC-ES2L | [-] | 26.8 | 26.4 | 26.5 | 30.1 | 22.8 | -0.172 | 4.77 | 1.41 | 0.500 | 0.589 | 0.782 | 0.980 | 0.688 | ||
| NorESM2-LM | [-] | 16.4 | 27.4 | 26.3 | 3.99 | 26.0 | 1.05 | 4.13 | 1.22 | 0.540 | 0.603 | 0.827 | 0.991 | 0.713 | ||
| UKESM1-0-LL | [-] | 18.4 | 18.0 | 26.4 | 16.8 | 23.6 | -8.44 | 9.38 | 1.74 | 0.233 | 0.511 | 0.743 | 0.896 | 0.579 |
Download Data |
Period Mean (original grids) [kg m-2] |
Model Period Mean (intersection) [kg m-2] |
Benchmark Period Mean (intersection) [kg m-2] |
Model Period Mean (complement) [kg m-2] |
Benchmark Period Mean (complement) [kg m-2] |
Bias [kg m-2] |
RMSE [kg m-2] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 34.7 | ||||||||||||||
| CanESM5 | [-] | 19.2 | 31.7 | 34.7 | 16.8 | -3.02 | 5.39 | 1.49 | 0.310 | 0.491 | 0.787 | 0.992 | 0.614 | |||
| E3SMv3 default 0051 | [-] | 33.3 | 34.8 | 34.7 | 32.0 | 0.0744 | 5.43 | 1.74 | 0.244 | 0.613 | 0.735 | 0.884 | 0.618 | |||
| E3SMv3 default 0111 | [-] | 33.1 | 34.6 | 34.7 | 31.8 | -0.0936 | 5.47 | 1.53 | 0.238 | 0.597 | 0.776 | 0.888 | 0.619 | |||
| E3SMv3 default 0161 | [-] | 33.2 | 34.7 | 34.7 | 32.0 | 0.0375 | 5.45 | 1.77 | 0.243 | 0.616 | 0.736 | 0.880 | 0.618 | |||
| E3SMv3 default 0281 | [-] | 32.8 | 34.4 | 34.7 | 31.6 | -0.281 | 5.56 | 1.52 | 0.234 | 0.582 | 0.777 | 0.883 | 0.611 | |||
| E3SMv3 default 0311 | [-] | 32.8 | 34.4 | 34.7 | 31.6 | -0.332 | 5.61 | 1.88 | 0.233 | 0.561 | 0.713 | 0.881 | 0.590 | |||
| E3SMv3 highECS 0051 | [-] | 32.8 | 34.6 | 34.7 | 31.3 | -0.147 | 5.45 | 1.78 | 0.239 | 0.615 | 0.735 | 0.877 | 0.616 | |||
| E3SMv3 highECS 0111 | [-] | 32.7 | 34.5 | 34.7 | 31.3 | -0.194 | 5.44 | 1.76 | 0.238 | 0.607 | 0.728 | 0.879 | 0.612 | |||
| E3SMv3 highECS 0161 | [-] | 32.7 | 34.5 | 34.7 | 31.2 | -0.194 | 5.46 | 1.45 | 0.238 | 0.628 | 0.792 | 0.877 | 0.632 | |||
| E3SMv3 highECS 0281 | [-] | 33.0 | 34.7 | 34.7 | 31.6 | 0.0196 | 5.43 | 1.70 | 0.240 | 0.618 | 0.745 | 0.875 | 0.619 | |||
| E3SMv3 highECS 0311 | [-] | 32.8 | 34.6 | 34.7 | 31.4 | -0.105 | 5.43 | 1.35 | 0.238 | 0.637 | 0.808 | 0.875 | 0.639 | |||
| E3SMv3 lowECS 0051 | [-] | 33.4 | 35.2 | 34.7 | 32.0 | 0.487 | 5.52 | 2.21 | 0.247 | 0.547 | 0.655 | 0.864 | 0.572 | |||
| E3SMv3 lowECS 0111 | [-] | 33.3 | 35.1 | 34.7 | 31.9 | 0.412 | 5.50 | 2.27 | 0.248 | 0.546 | 0.638 | 0.871 | 0.570 | |||
| E3SMv3 lowECS 0161 | [-] | 33.2 | 35.1 | 34.7 | 31.7 | 0.356 | 5.50 | 2.28 | 0.247 | 0.551 | 0.647 | 0.871 | 0.573 | |||
| E3SMv3 lowECS 0281 | [-] | 33.4 | 35.2 | 34.7 | 31.9 | 0.502 | 5.51 | 2.46 | 0.248 | 0.537 | 0.605 | 0.868 | 0.559 | |||
| E3SMv3 lowECS 0311 | [-] | 33.2 | 35.1 | 34.7 | 31.7 | 0.349 | 5.54 | 2.34 | 0.246 | 0.539 | 0.632 | 0.867 | 0.564 | |||
| IPSL-CM6A-LR | [-] | 27.1 | 29.1 | 35.1 | 25.6 | 31.3 | -6.05 | 6.55 | 1.47 | 0.129 | 0.555 | 0.793 | 0.813 | 0.569 | ||
| MIROC-ES2L | [-] | 32.5 | 35.4 | 34.9 | 30.8 | 33.3 | 0.508 | 4.41 | 2.27 | 0.350 | 0.359 | 0.641 | 0.980 | 0.538 | ||
| NorESM2-LM | [-] | 20.3 | 38.6 | 34.7 | 16.9 | 3.92 | 5.56 | 1.43 | 0.266 | 0.414 | 0.810 | 0.989 | 0.579 | |||
| UKESM1-0-LL | [-] | 32.6 | 34.0 | 35.1 | 30.9 | 32.6 | -1.11 | 3.51 | 1.16 | 0.366 | 0.612 | 0.853 | 0.799 | 0.648 |
Download Data |
Period Mean (original grids) [kg m-2] |
Model Period Mean (intersection) [kg m-2] |
Benchmark Period Mean (intersection) [kg m-2] |
Model Period Mean (complement) [kg m-2] |
Benchmark Period Mean (complement) [kg m-2] |
Bias [kg m-2] |
RMSE [kg m-2] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 23.9 | ||||||||||||||
| CanESM5 | [-] | 27.3 | 20.2 | 24.0 | 48.6 | 16.6 | -3.72 | 7.77 | 1.38 | 0.282 | 0.363 | 0.816 | 0.919 | 0.548 | ||
| E3SMv3 default 0051 | [-] | 25.6 | 25.3 | 23.9 | 27.8 | 23.3 | 1.43 | 5.90 | 1.14 | 0.402 | 0.531 | 0.842 | 0.829 | 0.627 | ||
| E3SMv3 default 0111 | [-] | 25.6 | 25.3 | 23.9 | 27.9 | 23.3 | 1.45 | 5.88 | 1.15 | 0.402 | 0.536 | 0.840 | 0.829 | 0.629 | ||
| E3SMv3 default 0161 | [-] | 25.5 | 25.3 | 23.9 | 27.8 | 23.3 | 1.39 | 5.92 | 1.19 | 0.399 | 0.532 | 0.832 | 0.832 | 0.625 | ||
| E3SMv3 default 0281 | [-] | 25.5 | 25.2 | 23.9 | 27.8 | 23.3 | 1.33 | 5.88 | 1.18 | 0.399 | 0.529 | 0.834 | 0.838 | 0.626 | ||
| E3SMv3 default 0311 | [-] | 25.6 | 25.3 | 23.9 | 27.8 | 23.3 | 1.44 | 5.93 | 1.17 | 0.401 | 0.528 | 0.835 | 0.829 | 0.624 | ||
| E3SMv3 highECS 0051 | [-] | 25.2 | 25.0 | 23.9 | 27.3 | 23.3 | 1.09 | 5.68 | 1.16 | 0.399 | 0.526 | 0.845 | 0.897 | 0.639 | ||
| E3SMv3 highECS 0111 | [-] | 25.3 | 25.1 | 23.9 | 27.4 | 23.3 | 1.19 | 5.68 | 1.15 | 0.402 | 0.532 | 0.843 | 0.883 | 0.638 | ||
| E3SMv3 highECS 0161 | [-] | 25.3 | 25.0 | 23.9 | 27.4 | 23.3 | 1.15 | 5.75 | 1.11 | 0.397 | 0.526 | 0.848 | 0.885 | 0.636 | ||
| E3SMv3 highECS 0281 | [-] | 25.3 | 25.1 | 23.9 | 27.5 | 23.3 | 1.20 | 5.76 | 1.14 | 0.399 | 0.528 | 0.843 | 0.877 | 0.635 | ||
| E3SMv3 highECS 0311 | [-] | 25.2 | 25.0 | 23.9 | 27.4 | 23.3 | 1.11 | 5.67 | 1.13 | 0.400 | 0.527 | 0.846 | 0.893 | 0.639 | ||
| E3SMv3 lowECS 0051 | [-] | 25.8 | 25.6 | 23.9 | 28.1 | 23.3 | 1.68 | 6.00 | 1.12 | 0.392 | 0.533 | 0.845 | 0.842 | 0.629 | ||
| E3SMv3 lowECS 0111 | [-] | 25.9 | 25.6 | 23.9 | 28.1 | 23.3 | 1.72 | 6.01 | 1.12 | 0.392 | 0.535 | 0.845 | 0.838 | 0.629 | ||
| E3SMv3 lowECS 0161 | [-] | 25.9 | 25.6 | 23.9 | 28.1 | 23.3 | 1.71 | 6.04 | 1.08 | 0.392 | 0.535 | 0.852 | 0.824 | 0.628 | ||
| E3SMv3 lowECS 0281 | [-] | 25.9 | 25.6 | 23.9 | 28.1 | 23.3 | 1.72 | 6.07 | 1.14 | 0.392 | 0.531 | 0.841 | 0.830 | 0.625 | ||
| E3SMv3 lowECS 0311 | [-] | 25.8 | 25.5 | 23.9 | 28.1 | 23.3 | 1.61 | 5.97 | 1.14 | 0.392 | 0.530 | 0.843 | 0.842 | 0.628 | ||
| IPSL-CM6A-LR | [-] | 18.9 | 18.8 | 23.9 | 20.6 | 22.5 | -5.18 | 6.80 | 1.05 | 0.284 | 0.594 | 0.857 | 0.834 | 0.633 | ||
| MIROC-ES2L | [-] | 25.4 | 24.6 | 23.9 | 28.4 | 21.9 | 0.666 | 5.47 | 1.20 | 0.343 | 0.561 | 0.838 | 0.974 | 0.655 | ||
| NorESM2-LM | [-] | 27.5 | 29.9 | 24.0 | 20.4 | 16.6 | 5.98 | 8.42 | 1.34 | 0.338 | 0.462 | 0.809 | 0.654 | 0.545 | ||
| UKESM1-0-LL | [-] | 18.8 | 20.7 | 23.9 | 9.54 | 22.5 | -3.19 | 7.14 | 1.42 | 0.285 | 0.468 | 0.803 | 0.857 | 0.576 |
Download Data |
Period Mean (original grids) [kg m-2] |
Model Period Mean (intersection) [kg m-2] |
Benchmark Period Mean (intersection) [kg m-2] |
Model Period Mean (complement) [kg m-2] |
Benchmark Period Mean (complement) [kg m-2] |
Bias [kg m-2] |
RMSE [kg m-2] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 31.0 | ||||||||||||||
| CanESM5 | [-] | 25.5 | 31.5 | 31.0 | 19.9 | 30.8 | 0.462 | 8.60 | 1.10 | 0.294 | 0.178 | 0.878 | 0.812 | 0.468 | ||
| E3SMv3 default 0051 | [-] | 39.5 | 39.8 | 31.0 | 37.6 | 23.3 | 8.75 | 12.3 | 0.843 | 0.210 | 0.241 | 0.882 | 0.487 | 0.412 | ||
| E3SMv3 default 0111 | [-] | 39.4 | 39.7 | 31.0 | 37.6 | 23.3 | 8.73 | 12.3 | 0.902 | 0.208 | 0.244 | 0.872 | 0.484 | 0.411 | ||
| E3SMv3 default 0161 | [-] | 39.4 | 39.7 | 31.0 | 37.5 | 23.3 | 8.65 | 12.3 | 0.855 | 0.207 | 0.242 | 0.880 | 0.493 | 0.413 | ||
| E3SMv3 default 0281 | [-] | 39.1 | 39.4 | 31.0 | 37.4 | 23.3 | 8.41 | 12.1 | 0.830 | 0.208 | 0.240 | 0.882 | 0.497 | 0.413 | ||
| E3SMv3 default 0311 | [-] | 39.4 | 39.8 | 31.0 | 37.5 | 23.3 | 8.75 | 12.3 | 0.884 | 0.209 | 0.244 | 0.874 | 0.488 | 0.411 | ||
| E3SMv3 highECS 0051 | [-] | 37.6 | 37.9 | 31.0 | 35.4 | 23.3 | 6.90 | 11.0 | 0.850 | 0.224 | 0.228 | 0.888 | 0.625 | 0.438 | ||
| E3SMv3 highECS 0111 | [-] | 37.9 | 38.3 | 31.0 | 35.7 | 23.3 | 7.30 | 11.2 | 0.817 | 0.223 | 0.229 | 0.891 | 0.588 | 0.432 | ||
| E3SMv3 highECS 0161 | [-] | 37.9 | 38.2 | 31.0 | 36.0 | 23.3 | 7.22 | 11.2 | 0.843 | 0.221 | 0.229 | 0.884 | 0.591 | 0.431 | ||
| E3SMv3 highECS 0281 | [-] | 38.1 | 38.5 | 31.0 | 35.9 | 23.3 | 7.47 | 11.5 | 0.839 | 0.217 | 0.226 | 0.884 | 0.579 | 0.427 | ||
| E3SMv3 highECS 0311 | [-] | 37.6 | 37.9 | 31.0 | 35.7 | 23.3 | 6.88 | 11.0 | 0.832 | 0.224 | 0.230 | 0.888 | 0.605 | 0.435 | ||
| E3SMv3 lowECS 0051 | [-] | 39.3 | 39.5 | 31.0 | 37.5 | 23.3 | 8.54 | 12.3 | 0.847 | 0.209 | 0.237 | 0.884 | 0.491 | 0.412 | ||
| E3SMv3 lowECS 0111 | [-] | 39.3 | 39.6 | 31.0 | 37.4 | 23.3 | 8.62 | 12.4 | 0.878 | 0.206 | 0.242 | 0.877 | 0.478 | 0.409 | ||
| E3SMv3 lowECS 0161 | [-] | 39.5 | 39.8 | 31.0 | 37.7 | 23.3 | 8.84 | 12.5 | 0.866 | 0.204 | 0.245 | 0.876 | 0.458 | 0.406 | ||
| E3SMv3 lowECS 0281 | [-] | 39.6 | 39.9 | 31.0 | 37.7 | 23.3 | 8.91 | 12.6 | 0.839 | 0.204 | 0.237 | 0.882 | 0.479 | 0.408 | ||
| E3SMv3 lowECS 0311 | [-] | 39.2 | 39.4 | 31.0 | 37.6 | 23.3 | 8.40 | 12.1 | 0.812 | 0.207 | 0.243 | 0.887 | 0.487 | 0.414 | ||
| IPSL-CM6A-LR | [-] | 21.1 | 20.9 | 31.0 | 23.2 | 30.8 | -10.1 | 10.5 | 0.355 | 0.0848 | 0.564 | 0.967 | 0.961 | 0.628 | ||
| MIROC-ES2L | [-] | 32.9 | 33.0 | 31.0 | 32.5 | 31.8 | 1.96 | 5.96 | 1.08 | 0.269 | 0.543 | 0.862 | 0.984 | 0.640 | ||
| NorESM2-LM | [-] | 32.7 | 50.3 | 31.0 | 16.6 | 30.8 | 19.2 | 20.9 | 1.53 | 0.0872 | 0.160 | 0.770 | 0.397 | 0.315 | ||
| UKESM1-0-LL | [-] | 31.8 | 33.8 | 31.1 | 20.6 | 29.1 | 2.77 | 7.12 | 1.67 | 0.300 | 0.246 | 0.769 | 0.973 | 0.507 |
Download Data |
Period Mean (original grids) [kg m-2] |
Model Period Mean (intersection) [kg m-2] |
Benchmark Period Mean (intersection) [kg m-2] |
Model Period Mean (complement) [kg m-2] |
Benchmark Period Mean (complement) [kg m-2] |
Bias [kg m-2] |
RMSE [kg m-2] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 33.9 | ||||||||||||||
| CanESM5 | [-] | 21.0 | 21.6 | 33.9 | 14.0 | -12.3 | 14.3 | 0.986 | 0.0896 | 0.219 | 0.888 | 0.644 | 0.412 | |||
| E3SMv3 default 0051 | [-] | 28.7 | 28.9 | 33.9 | 24.3 | -5.01 | 6.15 | 1.45 | 0.271 | 0.497 | 0.802 | 0.931 | 0.600 | |||
| E3SMv3 default 0111 | [-] | 28.6 | 28.8 | 33.9 | 24.3 | -5.09 | 6.12 | 1.28 | 0.267 | 0.514 | 0.841 | 0.933 | 0.614 | |||
| E3SMv3 default 0161 | [-] | 28.7 | 28.9 | 33.9 | 24.1 | -5.01 | 6.13 | 1.47 | 0.272 | 0.502 | 0.799 | 0.929 | 0.601 | |||
| E3SMv3 default 0281 | [-] | 28.8 | 28.9 | 33.9 | 24.5 | -4.96 | 6.04 | 1.32 | 0.273 | 0.510 | 0.830 | 0.934 | 0.611 | |||
| E3SMv3 default 0311 | [-] | 28.6 | 28.8 | 33.9 | 23.9 | -5.12 | 6.25 | 1.51 | 0.266 | 0.496 | 0.790 | 0.928 | 0.595 | |||
| E3SMv3 highECS 0051 | [-] | 28.4 | 28.5 | 33.9 | 24.5 | -5.39 | 6.44 | 1.12 | 0.250 | 0.507 | 0.863 | 0.933 | 0.612 | |||
| E3SMv3 highECS 0111 | [-] | 28.6 | 28.8 | 33.9 | 24.7 | -5.11 | 6.14 | 1.10 | 0.263 | 0.530 | 0.869 | 0.939 | 0.626 | |||
| E3SMv3 highECS 0161 | [-] | 28.3 | 28.5 | 33.9 | 24.4 | -5.44 | 6.53 | 1.17 | 0.249 | 0.489 | 0.855 | 0.942 | 0.605 | |||
| E3SMv3 highECS 0281 | [-] | 28.4 | 28.5 | 33.9 | 24.5 | -5.38 | 6.44 | 1.32 | 0.250 | 0.501 | 0.825 | 0.939 | 0.603 | |||
| E3SMv3 highECS 0311 | [-] | 28.5 | 28.7 | 33.9 | 24.6 | -5.24 | 6.30 | 1.10 | 0.257 | 0.507 | 0.864 | 0.944 | 0.616 | |||
| E3SMv3 lowECS 0051 | [-] | 27.4 | 27.5 | 33.9 | 23.9 | -6.38 | 7.32 | 1.42 | 0.203 | 0.470 | 0.806 | 0.947 | 0.579 | |||
| E3SMv3 lowECS 0111 | [-] | 27.5 | 27.6 | 33.9 | 24.0 | -6.28 | 7.26 | 1.57 | 0.206 | 0.462 | 0.778 | 0.952 | 0.572 | |||
| E3SMv3 lowECS 0161 | [-] | 27.4 | 27.5 | 33.9 | 23.9 | -6.41 | 7.35 | 1.24 | 0.201 | 0.464 | 0.839 | 0.946 | 0.583 | |||
| E3SMv3 lowECS 0281 | [-] | 27.4 | 27.5 | 33.9 | 23.9 | -6.36 | 7.31 | 1.25 | 0.202 | 0.470 | 0.835 | 0.945 | 0.585 | |||
| E3SMv3 lowECS 0311 | [-] | 27.2 | 27.3 | 33.9 | 23.8 | -6.55 | 7.52 | 1.35 | 0.197 | 0.448 | 0.819 | 0.949 | 0.572 | |||
| IPSL-CM6A-LR | [-] | 27.9 | 27.9 | 34.0 | 27.0 | 28.4 | -6.09 | 6.71 | 0.739 | 0.249 | 0.611 | 0.924 | 0.967 | 0.672 | ||
| MIROC-ES2L | [-] | 30.8 | 30.8 | 34.0 | 31.3 | 30.6 | -3.15 | 6.40 | 0.726 | 0.305 | 0.448 | 0.917 | 0.747 | 0.573 | ||
| NorESM2-LM | [-] | 30.9 | 31.5 | 33.9 | 22.5 | -2.35 | 4.85 | 0.810 | 0.413 | 0.455 | 0.919 | 0.997 | 0.648 | |||
| UKESM1-0-LL | [-] | 29.8 | 29.9 | 34.0 | 26.8 | 29.3 | -4.11 | 5.87 | 1.32 | 0.352 | 0.462 | 0.833 | 0.838 | 0.589 |
Download Data |
Period Mean (original grids) [kg m-2] |
Model Period Mean (intersection) [kg m-2] |
Benchmark Period Mean (intersection) [kg m-2] |
Model Period Mean (complement) [kg m-2] |
Benchmark Period Mean (complement) [kg m-2] |
Bias [kg m-2] |
RMSE [kg m-2] |
Phase Shift [months] |
Bias Score [1] |
RMSE Score [1] |
Seasonal Cycle Score [1] |
Spatial Distribution Score [1] |
Overall Score [1] |
|||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | [-] | 27.3 | ||||||||||||||
| CanESM5 | [-] | 17.6 | 26.2 | 27.3 | 7.96 | 26.6 | -1.07 | 7.78 | 1.28 | 0.336 | 0.247 | 0.843 | 0.946 | 0.524 | ||
| E3SMv3 default 0051 | [-] | 30.8 | 30.8 | 27.3 | 30.6 | 23.3 | 3.56 | 7.33 | 0.835 | 0.369 | 0.432 | 0.887 | 0.705 | 0.565 | ||
| E3SMv3 default 0111 | [-] | 30.8 | 30.8 | 27.3 | 30.6 | 23.3 | 3.54 | 7.30 | 0.909 | 0.368 | 0.435 | 0.876 | 0.703 | 0.563 | ||
| E3SMv3 default 0161 | [-] | 30.7 | 30.7 | 27.3 | 30.6 | 23.3 | 3.45 | 7.38 | 0.883 | 0.365 | 0.431 | 0.879 | 0.695 | 0.561 | ||
| E3SMv3 default 0281 | [-] | 30.6 | 30.6 | 27.3 | 30.6 | 23.3 | 3.39 | 7.30 | 0.889 | 0.366 | 0.428 | 0.878 | 0.712 | 0.562 | ||
| E3SMv3 default 0311 | [-] | 30.8 | 30.8 | 27.3 | 30.6 | 23.3 | 3.58 | 7.32 | 0.940 | 0.367 | 0.434 | 0.871 | 0.705 | 0.562 | ||
| E3SMv3 highECS 0051 | [-] | 30.1 | 30.1 | 27.3 | 29.6 | 23.3 | 2.88 | 6.88 | 0.929 | 0.375 | 0.426 | 0.879 | 0.788 | 0.579 | ||
| E3SMv3 highECS 0111 | [-] | 30.2 | 30.3 | 27.3 | 29.7 | 23.3 | 3.02 | 6.91 | 0.931 | 0.376 | 0.429 | 0.879 | 0.773 | 0.577 | ||
| E3SMv3 highECS 0161 | [-] | 30.2 | 30.2 | 27.3 | 29.7 | 23.3 | 2.96 | 6.91 | 0.887 | 0.374 | 0.427 | 0.883 | 0.780 | 0.578 | ||
| E3SMv3 highECS 0281 | [-] | 30.3 | 30.4 | 27.3 | 29.7 | 23.3 | 3.10 | 7.04 | 0.883 | 0.372 | 0.425 | 0.881 | 0.762 | 0.573 | ||
| E3SMv3 highECS 0311 | [-] | 30.0 | 30.0 | 27.3 | 29.7 | 23.3 | 2.79 | 6.89 | 0.914 | 0.374 | 0.425 | 0.878 | 0.778 | 0.576 | ||
| E3SMv3 lowECS 0051 | [-] | 30.7 | 30.7 | 27.3 | 30.7 | 23.3 | 3.49 | 7.30 | 0.892 | 0.365 | 0.431 | 0.879 | 0.715 | 0.564 | ||
| E3SMv3 lowECS 0111 | [-] | 30.9 | 30.9 | 27.3 | 30.8 | 23.3 | 3.61 | 7.38 | 0.887 | 0.365 | 0.435 | 0.880 | 0.701 | 0.563 | ||
| E3SMv3 lowECS 0161 | [-] | 30.9 | 30.8 | 27.3 | 31.0 | 23.3 | 3.59 | 7.35 | 0.835 | 0.363 | 0.439 | 0.887 | 0.702 | 0.566 | ||
| E3SMv3 lowECS 0281 | [-] | 30.8 | 30.8 | 27.3 | 30.8 | 23.3 | 3.57 | 7.36 | 0.866 | 0.366 | 0.434 | 0.882 | 0.702 | 0.564 | ||
| E3SMv3 lowECS 0311 | [-] | 30.7 | 30.7 | 27.3 | 30.9 | 23.3 | 3.45 | 7.24 | 0.864 | 0.365 | 0.436 | 0.881 | 0.715 | 0.567 | ||
| IPSL-CM6A-LR | [-] | 19.8 | 19.8 | 27.2 | 19.5 | 27.5 | -7.47 | 8.48 | 0.651 | 0.194 | 0.595 | 0.920 | 0.828 | 0.626 | ||
| MIROC-ES2L | [-] | 29.1 | 29.1 | 27.2 | 28.9 | 27.7 | 1.84 | 5.67 | 1.23 | 0.327 | 0.551 | 0.841 | 0.986 | 0.651 | ||
| NorESM2-LM | [-] | 24.0 | 37.1 | 27.3 | 9.52 | 26.6 | 9.79 | 11.9 | 1.43 | 0.248 | 0.321 | 0.792 | 0.539 | 0.444 | ||
| UKESM1-0-LL | [-] | 26.8 | 26.8 | 27.2 | 26.0 | 27.4 | -0.403 | 6.58 | 1.47 | 0.344 | 0.333 | 0.802 | 0.885 | 0.540 |






























