Rainfall forecasting model using machine learning methods: Case study Terengganu, Malaysia

Rainfall forecasting model using machine learning methods: Case study Terengganu, Malaysia

Rainfall plays a main role in managing the water level in the reservoir. The unpredictable amount of rainfall due to the climate change can cause either overflow or dry in the reservoir. In this study, several models and methods were applied to predict the rainfall data in Tasik Kenyir, Terengganu....

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Bibliographic Details
Main Authors: Wanie M. Ridwan, Michelle Sapitang, Awatif Aziz, Khairul Faizal Kushiar, Ali Najah Ahmed, Ahmed El-Shafie
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Ain Shams Engineering Journal
Subjects:
Forecasting rainfall
Machine learning algorithms
Boosted decision tree regression
Decision forest regression
Neural network regression
Bayesian linear regression
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447920302069

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