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

• Main Authors: Zulkiflee, Nurul Najihah, Mohd Safar, Noor Zuraidin, Kamaludin, Hazalila, Jofri, Muhamad Hanif, Kamarudin, Noraziahtulhidayu, Rasyidah, Rasyidah
• Format: Article
• Language: English
• Published: joiv 2024
• Subjects: QA Mathematics
• Online Access: http://eprints.uthm.edu.my/12547/1/J18052_15e55d4e1ff93e15f23cba30e9d47988.pdf; http://eprints.uthm.edu.my/12547/

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...