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Air-quality prediction based on the ARIMA-CNN-LSTM combination model optimized by dung beetle optimizer

Air pollution is a serious problem that affects economic development and people’s health, so an efficient and accurate air quality prediction model would help to manage the air pollution problem. In this paper, we build a combined model to accurately predict the AQI based on real AQI data from four...

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Detalles Bibliográficos
Autores principales: Duan, Jiahui, Gong, Yaping, Luo, Jun, Zhao, Zhiyao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10372025/
https://www.ncbi.nlm.nih.gov/pubmed/37495616
http://dx.doi.org/10.1038/s41598-023-36620-4