Deep Convolutional LSTM for improved flash flood prediction

Deep Convolutional LSTM for improved flash flood prediction

Flooding remains one of the most devastating and costly natural disasters. As flooding events grow in frequency and intensity, it has become increasingly important to improve flood monitoring, prediction, and early warning systems. Recent efforts to improve flash flood forecasts using deep learning...

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Bibliographic Details
Main Authors: Perry C. Oddo, John D. Bolten, Sujay V. Kumar, Brian Cleary
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Water
Subjects:
neural network
deep learning
ConvLSTM
flash flooding
decision support systems
Online Access:https://www.frontiersin.org/articles/10.3389/frwa.2024.1346104/full

Internet

https://www.frontiersin.org/articles/10.3389/frwa.2024.1346104/full

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