Early Flood Monitoring and Forecasting System Using a Hybrid Machine Learning-Based Approach

Early Flood Monitoring and Forecasting System Using a Hybrid Machine Learning-Based Approach

The occurrence of flash floods in urban catchments within the Mediterranean climate zone has witnessed a substantial rise due to climate change, underscoring the urgent need for early-warning systems. This paper examines the implementation of an early flood monitoring and forecasting system (EMFS) t...

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Bibliographic Details
Main Authors: Eleni-Ioanna Koutsovili, Ourania Tzoraki, Nicolaos Theodossiou, George E. Tsekouras
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
flash floods
real-time monitoring
physical hydrological model
deep artificial neural networks
long short-term memory
multi-step predictions
Online Access:https://www.mdpi.com/2220-9964/12/11/464

Internet

https://www.mdpi.com/2220-9964/12/11/464

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