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Assessing effect of best management practices in unmonitored watersheds using the coupled SWAT-BiLSTM approach

In order to enhance the simulation of BMPs (Best Management Practices) reduction effects in unmonitored watersheds, in this study, we combined the physically-based hydrological model Soil & Water Assessment Tool (SWAT) and the data-driven model Bi-directional Long Short-Term Memory (Bi-LSTM), us...

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Detalles Bibliográficos
Autores principales: Zhang, Xianqi, Qi, Yu, Li, Haiyang, Sun, Shifeng, Yin, Qiuwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10567767/
https://www.ncbi.nlm.nih.gov/pubmed/37821598
http://dx.doi.org/10.1038/s41598-023-44531-7