Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks

Streamflow (Q(flow)) prediction is one of the essential steps for the reliable and robust water resources planning and management. It is highly vital for hydropower operation, agricultural planning, and flood control. In this study, the convolution neural network (CNN) and Long-Short-term Memory net...

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Detalles Bibliográficos
Autores principales: Ghimire, Sujan, Yaseen, Zaher Mundher, Farooque, Aitazaz A., Deo, Ravinesh C., Zhang, Ji, Tao, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8410863/
https://www.ncbi.nlm.nih.gov/pubmed/34471166
http://dx.doi.org/10.1038/s41598-021-96751-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8410863/
https://www.ncbi.nlm.nih.gov/pubmed/34471166
http://dx.doi.org/10.1038/s41598-021-96751-4

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