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The Dense Ocean-floor Network for Earthquakes and Tsunamis (DONET) was recently installed to monitor tsunamis in the Nankai Trough. In this study, an advanced tsunami prediction model using Gaussian process regression that is suitable for seafloor pressure observations is proposed. In traditional approaches, only the maximum absolute pressure change recorded by seafloor pressure sensors is used as an explanatory variable. The...
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