Development of a ground motion model for Taiwan using XGBoost and its implementation in seismic hazard assessment
Abstract This study utilizes the XGBoost model integrated with the Flatfile database, strong ground motion records derived from the Taiwan Strong Motion Instrumentation Program (TSMIP), to establish a crustal ground motion model (GMM) in forms of PGA, PGV, and spectral acceleration. When evaluating...
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| Principais autores: | , , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
SpringerOpen
2026-02-01
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| Serier: | Geoscience Letters |
| Fag: | |
| Online adgang: | https://doi.org/10.1186/s40562-026-00463-4 |
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