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A Novel Hybrid Method to Predict PM(2.5) Concentration Based on the SWT-QPSO-LSTM Hybrid Model

PM(2.5) concentration is an important indicator to measure air quality. Its value is affected by meteorological factors and air pollutants, so it has the characteristics of nonlinearity, irregularity, and uncertainty. To accurately predict PM(2.5) concentration, this paper proposes a hybrid predicti...

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Detalles Bibliográficos
Autores principales: Du, Meng, Chen, Yixin, Liu, Yang, Yin, Hang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9398715/
https://www.ncbi.nlm.nih.gov/pubmed/36017460
http://dx.doi.org/10.1155/2022/7207477