Nonlinear multi independent variables in quantifying river bank erosion using Neural Network AutoRegressive eXogenous (NNARX) model

Nonlinear multi independent variables in quantifying river bank erosion using Neural Network AutoRegressive eXogenous (NNARX) model

This study proposed a novel application of Neural Network AutoRegressive eXogenous (NNARX) model in predicting nonlinear behaviour of riverbank erosion rates which is difficult to be achieved with good accuracy using conventional approaches. This model can estimate complex river bank erosion rates w...

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Bibliographic Details
Main Authors: Azlinda Saadon, Jazuri Abdullah, Ihsan Mohd Yassin, Nur Shazwani Muhammad, Junaidah Ariffin
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Heliyon
Subjects:
Natural river
NNARX
Riverbank erosion rate
Nonlinear behaviour
Sensitivity analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024022837

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