River flow modeling for flood prediction using machine learning techniques in Godavari river, India
Shobhit Shukla,
Suman Mishra,
Gaurav Goel
Abstract:Floods are highly impactful natural calamities, inflicting significant damage to infrastructure and causing numerous fatalities. These devastating events occur when rivers exceed their capacity or breach their banks due to intense precipitation.Forecasting river flow in the minimum Godavari river basin of eastern India allowed researchers to examine the potential of four data-driven techniques, including the artificial neural network (ANN), support vector machine (SVM), nonlinear autoregressive network with ex… Show more
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