Urban flood forecasting using a hybrid modeling approach based on a deep learning technique

• Published in: Journal of hydroinformatics Vol. 25; no. 2; pp. 593 - 610
• Main Authors: Moon, Hyeontae, Yoon, Sunkwon, Moon, Youngil
• Format: Journal Article
• Language: English
• Published: IWA Publishing 01.03.2023
• Subjects: flood forecasting; flooding time; long short-term memory neural network; storm water management model; urban stream

Climate change is contributing to the increasing frequency and severity of flooding worldwide. Therefore, forecasting and preparing for floods while considering extreme climate conditions are essential for decision-makers to prevent and manage disasters. Although recent studies have demonstrated the...