A New Custom Deep Learning Model Coupled with a Flood Index for Multi-Step-Ahead Flood Forecasting

A New Custom Deep Learning Model Coupled with a Flood Index for Multi-Step-Ahead Flood Forecasting

Accurate and prompt flood forecasting is essential for effective decision making in flood control to help minimize or prevent flood damage. We propose a new custom deep learning model, IF-CNN-GRU, for multi-step-ahead flood forecasting that incorporates the flood index (<inline-formula><mat...

Full description

Saved in:
Bibliographic Details
Main Authors: Jianming Shen, Moyuan Yang, Juan Zhang, Nan Chen, Binghua Li
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Hydrology
Subjects:
convolutional neural networks (CNNs)
gated recurrent neural networks (GRUs)
flood index (<i>I<sub>F</sub></i>)
multi-step flood forecast
model uncertainty
Online Access:https://www.mdpi.com/2306-5338/12/5/104
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items