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 | [-] | 2.26 | ||||||||||||||
| CMIP6 ens | [-] | 1.61 | 2.58 | 2.26 | 0.351 | 0.323 | 0.828 | 2.64 | 0.480 | 0.472 | 0.526 | 0.941 | 0.578 | |||
| E3SMv3 default | [-] | 2.85 | 2.87 | 2.26 | 1.47 | 0.765 | 0.606 | 1.75 | 2.91 | 0.195 | 0.439 | 0.499 | 0.499 | 0.414 | ||
| E3SMv3 highECS | [-] | 2.97 | 2.99 | 2.26 | 1.50 | 0.765 | 0.725 | 1.82 | 3.01 | 0.187 | 0.437 | 0.475 | 0.513 | 0.410 | ||
| E3SMv3 lowECS | [-] | 3.03 | 3.05 | 2.26 | 1.34 | 0.765 | 0.783 | 1.63 | 2.88 | 0.247 | 0.446 | 0.483 | 0.588 | 0.442 |
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 | [-] | 3.66 | ||||||||||||||
| CMIP6 ens | [-] | 2.72 | 4.18 | 3.66 | 1.94 | 0.518 | 0.901 | 1.98 | 0.460 | 0.554 | 0.717 | 0.978 | 0.653 | |||
| E3SMv3 default | [-] | 5.18 | 5.34 | 3.76 | 2.75 | 2.07 | 1.57 | 2.31 | 2.75 | 0.130 | 0.509 | 0.556 | 0.423 | 0.425 | ||
| E3SMv3 highECS | [-] | 5.11 | 5.26 | 3.76 | 2.74 | 2.07 | 1.50 | 2.28 | 2.82 | 0.126 | 0.516 | 0.543 | 0.425 | 0.425 | ||
| E3SMv3 lowECS | [-] | 4.94 | 5.09 | 3.76 | 2.67 | 2.07 | 1.33 | 2.02 | 2.86 | 0.145 | 0.511 | 0.537 | 0.513 | 0.443 |
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 | [-] | 1.50 | ||||||||||||||
| CMIP6 ens | [-] | 1.42 | 1.74 | 1.50 | 0.544 | 0.239 | 0.629 | 1.38 | 0.538 | 0.538 | 0.791 | 0.972 | 0.675 | |||
| E3SMv3 default | [-] | 1.41 | 1.77 | 1.50 | 0.0594 | 1.27 | 0.272 | 1.09 | 1.98 | 0.321 | 0.432 | 0.655 | 0.753 | 0.519 | ||
| E3SMv3 highECS | [-] | 1.44 | 1.81 | 1.50 | 0.0617 | 1.27 | 0.313 | 1.12 | 1.99 | 0.319 | 0.434 | 0.649 | 0.748 | 0.517 | ||
| E3SMv3 lowECS | [-] | 1.45 | 1.83 | 1.50 | 0.0618 | 1.27 | 0.330 | 1.08 | 1.92 | 0.359 | 0.427 | 0.661 | 0.793 | 0.534 |
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 | [-] | 0.991 | ||||||||||||||
| CMIP6 ens | [-] | 0.713 | 1.22 | 0.991 | 0.147 | 0.408 | 0.225 | 0.623 | 0.837 | 0.602 | 0.548 | 0.944 | 0.784 | 0.685 | ||
| E3SMv3 default | [-] | 0.914 | 1.01 | 0.995 | 0.0692 | 0.568 | 0.0182 | 0.780 | 1.51 | 0.563 | 0.425 | 0.836 | 0.752 | 0.600 | ||
| E3SMv3 highECS | [-] | 0.979 | 1.09 | 0.995 | 0.0739 | 0.568 | 0.0906 | 0.851 | 1.44 | 0.558 | 0.413 | 0.844 | 0.742 | 0.594 | ||
| E3SMv3 lowECS | [-] | 0.942 | 1.04 | 0.995 | 0.0717 | 0.568 | 0.0491 | 0.795 | 1.44 | 0.570 | 0.422 | 0.839 | 0.766 | 0.603 |
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 | [-] | 3.95 | ||||||||||||||
| CMIP6 ens | [-] | 3.95 | 4.02 | 3.95 | 2.54 | 0.0651 | 0.832 | 1.75 | 0.569 | 0.544 | 0.768 | 0.939 | 0.673 | |||
| E3SMv3 default | [-] | 5.23 | 5.25 | 3.96 | 2.15 | 1.46 | 1.30 | 1.99 | 3.16 | 0.222 | 0.403 | 0.455 | 0.616 | 0.420 | ||
| E3SMv3 highECS | [-] | 5.20 | 5.23 | 3.96 | 2.27 | 1.46 | 1.27 | 1.99 | 3.17 | 0.230 | 0.411 | 0.453 | 0.607 | 0.423 | ||
| E3SMv3 lowECS | [-] | 4.48 | 4.51 | 3.96 | 1.82 | 1.46 | 0.550 | 1.59 | 2.92 | 0.370 | 0.408 | 0.514 | 0.703 | 0.481 |
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 | [-] | 1.04 | ||||||||||||||
| CMIP6 ens | [-] | 0.838 | 1.31 | 1.04 | 0.266 | 0.408 | 0.270 | 0.614 | 0.856 | 0.630 | 0.580 | 0.939 | 0.930 | 0.732 | ||
| E3SMv3 default | [-] | 1.02 | 1.10 | 1.04 | 0.107 | 0.727 | 0.0531 | 0.809 | 1.50 | 0.557 | 0.454 | 0.837 | 0.823 | 0.625 | ||
| E3SMv3 highECS | [-] | 1.06 | 1.14 | 1.04 | 0.112 | 0.727 | 0.0989 | 0.839 | 1.47 | 0.547 | 0.453 | 0.843 | 0.805 | 0.620 | ||
| E3SMv3 lowECS | [-] | 1.05 | 1.13 | 1.04 | 0.110 | 0.727 | 0.0865 | 0.827 | 1.48 | 0.557 | 0.449 | 0.837 | 0.832 | 0.625 |










Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.672 | 0.656 | 0.656 | |
| E3SMv3 default | [-] | 0.584 | 0.505 | 0.505 | |
| E3SMv3 highECS | [-] | 0.599 | 0.569 | 0.569 | |
| E3SMv3 lowECS | [-] | 0.600 | 0.595 | 0.595 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.718 | 0.725 | 0.725 | |
| E3SMv3 default | [-] | 0.650 | 0.696 | 0.696 | |
| E3SMv3 highECS | [-] | 0.652 | 0.740 | 0.740 | |
| E3SMv3 lowECS | [-] | 0.675 | 0.747 | 0.747 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.645 | 0.877 | 0.877 | |
| E3SMv3 default | [-] | 0.585 | 0.720 | 0.720 | |
| E3SMv3 highECS | [-] | 0.589 | 0.755 | 0.755 | |
| E3SMv3 lowECS | [-] | 0.602 | 0.813 | 0.813 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.497 | 0.604 | 0.604 | |
| E3SMv3 default | [-] | 0.619 | 0.790 | 0.790 | |
| E3SMv3 highECS | [-] | 0.638 | 0.781 | 0.781 | |
| E3SMv3 lowECS | [-] | 0.637 | 0.788 | 0.788 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.598 | 0.839 | 0.839 | |
| E3SMv3 default | [-] | 0.562 | 0.650 | 0.650 | |
| E3SMv3 highECS | [-] | 0.571 | 0.636 | 0.636 | |
| E3SMv3 lowECS | [-] | 0.586 | 0.721 | 0.721 |
Download Data |
Precipitation|GPCPv2.3 Hellinger Distance [1] |
Precipitation|GPCPv2.3 Score [1] |
Overall Score [1] |
||
|---|---|---|---|---|---|
| CMIP6 ens | [-] | 0.552 | 0.557 | 0.557 | |
| E3SMv3 default | [-] | 0.664 | 0.853 | 0.853 | |
| E3SMv3 highECS | [-] | 0.663 | 0.832 | 0.832 | |
| E3SMv3 lowECS | [-] | 0.676 | 0.839 | 0.839 |




