Flood Forecasting Using Hybrid LSTM and GRU Models with Lag Time Preprocessing

Climate change and urbanization have increased the frequency of floods worldwide, resulting in substantial casualties and property loss. Accurate flood forecasting can offer governments early warnings about impending flood disasters, giving them a chance to evacuate and save lives. Deep learning is...

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Bibliographic Details
Main Authors: Yue Zhang, Zimo Zhou, Jesse Van Griensven Thé, Simon X. Yang, Bahram Gharabaghi
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/15/22/3982