A hybrid deep learning air pollution prediction approach based on neighborhood selection and spatio-temporal attention

Abstract Air pollution is a critical global environmental issue, further exacerbated by rapid industrialization and urbanization. Accurate prediction of air pollutant concentrations is essential for effective pollution prevention and control measures. The complex nature of pollutant data is influenc...

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Bibliographic Details
Main Authors: Gang Chen, Shen Chen, Dong Li, Cai Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-88086-1
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