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Predicting streamflow in Peninsular Malaysia using support vector machine and deep learning algorithms

Floods and droughts are environmental phenomena that occur in Peninsular Malaysia due to extreme values of streamflow (SF). Due to this, the study of SF prediction is highly significant for the purpose of municipal and environmental damage mitigation. In the present study, machine learning (ML) mode...

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Detalles Bibliográficos
Autores principales: Essam, Yusuf, Huang, Yuk Feng, Ng, Jing Lin, Birima, Ahmed H., Ahmed, Ali Najah, El-Shafie, Ahmed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913629/
https://www.ncbi.nlm.nih.gov/pubmed/35273236
http://dx.doi.org/10.1038/s41598-022-07693-4