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 | [-] | 2.24 | ||||||||||||||
| CMIP6 ens | [-] | 1.62 | 2.60 | 2.24 | 0.427 | 0.364 | 0.740 | 1.93 | 0.301 | 0.368 | 0.583 | 0.969 | 0.518 | |||
| E3SMv3 default | [-] | 2.87 | 2.89 | 2.24 | 2.55 | 0.646 | 1.59 | 2.54 | 0.153 | 0.330 | 0.550 | 0.564 | 0.385 | |||
| E3SMv3 highECS | [-] | 2.98 | 2.99 | 2.24 | 2.72 | 0.751 | 1.69 | 2.56 | 0.141 | 0.326 | 0.534 | 0.578 | 0.381 | |||
| E3SMv3 lowECS | [-] | 3.05 | 3.07 | 2.24 | 2.42 | 0.830 | 1.49 | 2.60 | 0.191 | 0.344 | 0.553 | 0.660 | 0.418 |
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 | [-] | 3.93 | ||||||||||||||
| CMIP6 ens | [-] | 2.73 | 4.35 | 3.93 | 2.21 | 0.422 | 0.799 | 2.10 | 0.142 | 0.416 | 0.679 | 0.986 | 0.528 | |||
| E3SMv3 default | [-] | 5.19 | 6.19 | 3.93 | 3.09 | 2.27 | 2.71 | 2.81 | 0.0277 | 0.306 | 0.514 | 0.455 | 0.322 | |||
| E3SMv3 highECS | [-] | 5.13 | 6.12 | 3.93 | 3.08 | 2.19 | 2.66 | 2.64 | 0.0243 | 0.329 | 0.553 | 0.457 | 0.338 | |||
| E3SMv3 lowECS | [-] | 4.99 | 5.89 | 3.93 | 3.10 | 1.96 | 2.34 | 3.00 | 0.0238 | 0.329 | 0.472 | 0.553 | 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 | [-] | 1.36 | ||||||||||||||
| CMIP6 ens | [-] | 1.43 | 1.54 | 1.36 | 1.02 | 0.180 | 0.512 | 1.49 | 0.377 | 0.460 | 0.792 | 0.973 | 0.612 | |||
| E3SMv3 default | [-] | 1.42 | 1.58 | 1.36 | 0.444 | 0.418 | 0.224 | 0.902 | 1.78 | 0.246 | 0.331 | 0.645 | 0.819 | 0.474 | ||
| E3SMv3 highECS | [-] | 1.44 | 1.61 | 1.36 | 0.461 | 0.418 | 0.254 | 0.918 | 1.79 | 0.245 | 0.336 | 0.639 | 0.814 | 0.474 | ||
| E3SMv3 lowECS | [-] | 1.46 | 1.63 | 1.36 | 0.451 | 0.418 | 0.277 | 0.885 | 1.76 | 0.264 | 0.331 | 0.649 | 0.849 | 0.485 |
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 | [-] | 1.17 | ||||||||||||||
| CMIP6 ens | [-] | 0.728 | 1.16 | 1.17 | 0.208 | -0.0102 | 0.474 | 0.924 | 0.500 | 0.544 | 0.946 | 0.947 | 0.696 | |||
| E3SMv3 default | [-] | 0.930 | 0.967 | 1.17 | 0.443 | 0.337 | -0.207 | 0.593 | 1.42 | 0.478 | 0.448 | 0.809 | 0.930 | 0.623 | ||
| E3SMv3 highECS | [-] | 0.995 | 1.03 | 1.17 | 0.491 | 0.337 | -0.140 | 0.618 | 1.36 | 0.480 | 0.442 | 0.816 | 0.935 | 0.623 | ||
| E3SMv3 lowECS | [-] | 0.953 | 0.992 | 1.17 | 0.440 | 0.337 | -0.181 | 0.582 | 1.33 | 0.478 | 0.455 | 0.810 | 0.930 | 0.626 |
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 | [-] | 3.88 | ||||||||||||||
| CMIP6 ens | [-] | 3.96 | 4.07 | 3.88 | 2.53 | 0.189 | 0.626 | 2.44 | 0.318 | 0.315 | 0.601 | 0.956 | 0.501 | |||
| E3SMv3 default | [-] | 5.21 | 5.29 | 3.88 | 2.87 | 1.41 | 2.03 | 3.48 | 0.0640 | 0.181 | 0.372 | 0.576 | 0.275 | |||
| E3SMv3 highECS | [-] | 5.20 | 5.27 | 3.88 | 3.02 | 1.39 | 2.02 | 3.52 | 0.0704 | 0.194 | 0.363 | 0.567 | 0.278 | |||
| E3SMv3 lowECS | [-] | 4.48 | 4.55 | 3.88 | 2.47 | 0.674 | 1.51 | 3.26 | 0.144 | 0.184 | 0.424 | 0.666 | 0.320 |
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 | [-] | 1.20 | ||||||||||||||
| CMIP6 ens | [-] | 0.853 | 1.28 | 1.20 | 0.335 | 0.0799 | 0.537 | 0.947 | 0.492 | 0.553 | 0.944 | 0.892 | 0.687 | |||
| E3SMv3 default | [-] | 1.04 | 1.07 | 1.20 | 0.543 | 1.10 | -0.129 | 0.675 | 1.42 | 0.451 | 0.436 | 0.820 | 0.939 | 0.616 | ||
| E3SMv3 highECS | [-] | 1.07 | 1.11 | 1.20 | 0.577 | 1.10 | -0.0900 | 0.676 | 1.38 | 0.457 | 0.437 | 0.825 | 0.943 | 0.620 | ||
| E3SMv3 lowECS | [-] | 1.06 | 1.10 | 1.20 | 0.547 | 1.10 | -0.0993 | 0.679 | 1.38 | 0.449 | 0.439 | 0.821 | 0.938 | 0.617 |










Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.679 | 0.691 | 0.691 | |
| E3SMv3 default | [-] | 0.611 | 0.558 | 0.558 | |
| E3SMv3 highECS | [-] | 0.625 | 0.629 | 0.629 | |
| E3SMv3 lowECS | [-] | 0.622 | 0.654 | 0.654 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.738 | 0.705 | 0.705 | |
| E3SMv3 default | [-] | 0.681 | 0.709 | 0.709 | |
| E3SMv3 highECS | [-] | 0.671 | 0.748 | 0.748 | |
| E3SMv3 lowECS | [-] | 0.700 | 0.780 | 0.780 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.750 | 0.899 | 0.899 | |
| E3SMv3 default | [-] | 0.724 | 0.744 | 0.744 | |
| E3SMv3 highECS | [-] | 0.723 | 0.778 | 0.778 | |
| E3SMv3 lowECS | [-] | 0.738 | 0.831 | 0.831 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.617 | 0.644 | 0.644 | |
| E3SMv3 default | [-] | 0.710 | 0.797 | 0.797 | |
| E3SMv3 highECS | [-] | 0.693 | 0.777 | 0.777 | |
| E3SMv3 lowECS | [-] | 0.718 | 0.816 | 0.816 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.567 | 0.824 | 0.824 | |
| E3SMv3 default | [-] | 0.578 | 0.632 | 0.632 | |
| E3SMv3 highECS | [-] | 0.572 | 0.619 | 0.619 | |
| E3SMv3 lowECS | [-] | 0.573 | 0.700 | 0.700 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.570 | 0.541 | 0.541 | |
| E3SMv3 default | [-] | 0.726 | 0.828 | 0.828 | |
| E3SMv3 highECS | [-] | 0.725 | 0.836 | 0.836 | |
| E3SMv3 lowECS | [-] | 0.734 | 0.843 | 0.843 |




