Accurate discharge and water level forecasting using ensemble learning with genetic algorithm and singular spectrum analysis-based denoising

Forecasting discharge (Q) and water level (H) are essential factors in hydrological research and flood prediction. In recent years, deep learning has emerged as a viable technique for capturing the non-linear relationship of historical data to generate highly accurate prediction results. Despite the...

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Detalles Bibliográficos
Autores principales: Nguyen, Anh Duy, Le Nguyen, Phi, Vu, Viet Hung, Pham, Quoc Viet, Nguyen, Viet Huy, Nguyen, Minh Hieu, Nguyen, Thanh Hung, Nguyen, Kien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674858/
https://www.ncbi.nlm.nih.gov/pubmed/36400829
http://dx.doi.org/10.1038/s41598-022-22057-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674858/
https://www.ncbi.nlm.nih.gov/pubmed/36400829
http://dx.doi.org/10.1038/s41598-022-22057-8

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