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Comparison of RMSEs for different ANN models and historical typhoon events.
| Model | Lead Time (Hour) | Typhoon Yutu (2018) RMSE (m) |
Typhoon Mangkhut (2018) RMSE (m) |
Typhoon Maria (2018) RMSE (m) |
|---|---|---|---|---|
| ANN_1 | 1 | 0.0954 | 0.0751 | 0.0756 |
| 2 | 0.0759 | 0.0729 | 0.0931 | |
| 3 | 0.1000 | 0.0611 | 0.1069 | |
| ANN_2 | 1 | 0.0977 | 0.0591 | 0.0742 |
| 2 | 0.0508 | 0.0611 | 0.0893 | |
| 3 | 0.0530 | 0.0475 | 0.0912 |
