Integration of machine learning and hydrodynamic modeling to solve the extrapolation problem in flood depth estimation

Integration of machine learning and hydrodynamic modeling to solve the extrapolation problem in flood depth estimation

Flood prediction is an important task, which helps local decision-makers in taking effective measures to reduce damage to the people and economy. Currently, most studies use machine learning to predict flooding in a given region; however, the extrapolation problem is considered a major challenge whe...

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Bibliographic Details
Main Authors: Huu Duy Nguyen, Dinh Kha Dang, Nhu Y Nguyen, Chien Pham Van, Thi Thao Van Nguyen, Quoc-Huy Nguyen, Xuan Linh Nguyen, Le Tuan Pham, Viet Thanh Pham, Quang-Thanh Bui
Format: Article
Language:English
Published: IWA Publishing 2024-01-01
Series:Journal of Water and Climate Change
Subjects:
flood depth
hydrodynamics
machine learning
vietnam
Online Access:http://jwcc.iwaponline.com/content/15/1/284

Internet

http://jwcc.iwaponline.com/content/15/1/284

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