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Assessing the impacts of dam/weir operation on streamflow predictions using LSTM across South Korea

Recently, weather data have been applied to one of deep learning techniques known as “long short-term memory (LSTM)” to predict streamflow in rainfall-runoff relationships. However, this approach may not be suitable for regions with artificial water management structures such as dams and weirs. Ther...

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Detalles Bibliográficos
Autores principales: Kwon, Yongsung, Cha, YoonKyung, Park, Yeonjeong, Lee, Sangchul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10250378/
https://www.ncbi.nlm.nih.gov/pubmed/37291216
http://dx.doi.org/10.1038/s41598-023-36439-z