Predicting Urban Flooding Due to Extreme Precipitation Using a Long Short-Term Memory Neural Network

Extreme precipitation events can lead to the exceedance of the sewer capacity in urban areas. To mitigate the effects of urban flooding, a model is required that is capable of predicting flood timing and volumes based on precipitation forecasts while computational times are significantly low. In thi...

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Bibliographic Details
Main Authors: Raphaël A. H. Kilsdonk, Anouk Bomers, Kathelijne M. Wijnberg
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Hydrology
Subjects:
Online Access:https://www.mdpi.com/2306-5338/9/6/105