Machine Learning-Based Flood Forecasting System for Window Cliffs State Natural Area, Tennessee

Machine Learning-Based Flood Forecasting System for Window Cliffs State Natural Area, Tennessee

The prevalence of unforeseen floods has heightened the need for more accurate flood simulation and forecasting models. Even though forecast stations are expanding across the United States, the coverage is usually limited to major rivers and urban areas. Most rural and sub-urban areas, including recr...

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Bibliographic Details
Main Authors: George K. Darkwah, Alfred Kalyanapu, Collins Owusu
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:GeoHazards
Subjects:
flood forecasting
machine learning
flood early warning system (FEWS)
long short-term memory (LSTM)
random forest (RF)
support vector regression (SVR)
Online Access:https://www.mdpi.com/2624-795X/5/1/4

Internet

https://www.mdpi.com/2624-795X/5/1/4

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