Urban Flood Prediction Using Deep Neural Network with Data Augmentation

Urban Flood Prediction Using Deep Neural Network with Data Augmentation

Data-driven models using an artificial neural network (ANN), deep learning (DL) and numerical models are applied in flood analysis of the urban watershed, which has a complex drainage system. In particular, data-driven models using neural networks can quickly present the results and be used for floo...

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Bibliographic Details
Main Authors: Hyun Il Kim, Kun Yeun Han
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Water
Subjects:
urban flood
deep neural network
flood prediction
data augmentation
Online Access:https://www.mdpi.com/2073-4441/12/3/899

Internet

https://www.mdpi.com/2073-4441/12/3/899

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