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Rainfall-Runoff Modeling Using Artificial Neural Network for Batu Pahat River Basin

This research delves into the effectiveness of Artificial Neural Networks with Multilayer Perceptron (ANN-MLP) and Nonlinear AutoRegressive with eXogenous inputs (NARX) models in predicting short-term rainfall-runoff patterns in the Batu Pahat River Basin. This study aims to predict river water leve...

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Principais autores: Nurul Najihah Zulkiflee, Noor Zuraidin Mohd Safar, Hazalila Kamaludin, Muhamad Hanif Jofri, Noraziahtulhidayu Kamarudin, - Rasyidah
Format: Artigo
Sprog:Inglês
Udgivet: Society of Visual Informatics 2024-05-01
Serier:JOIV: International Journal on Informatics Visualization
Fag:
rainfall-runoff simulation
artificial neural network
hydrological model
ann
narx
Online adgang:https://joiv.org/index.php/joiv/article/view/2704
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