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In addition to improving those methods, my team and other researchers have been developing ways to use ai for storm surge prediction using observed data, assessing the damage after hurricanes and. Abstract accurate and timely storm surge prediction is critical information in coastal zone management and risk reduction strategies The bohai sea, a semi‐enclosed bay in the northwest pacific that used to be less prone to typhoon disasters, has been witnessing a paradigm shift in typhoon activities in the recent past. Storm surge disasters result in severe casualties and economic losses
Machine learning methods are relatively more efficient and straightforward compared to numerical simulation approaches However, most of the current research on storm surge water level. <p>timely and accurate forecasting of storm surges can effectively prevent typhoon storm surges from causing large economic losses and casualties in coastal areas In this study, we used the dual wind model.
Our approach showcased promising results in predicting offsets, providing a pathway for enhancing forecast models as a post processing bias correction component.
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