Assessment model of ozone pollution based on SHAP-IPSO-CNN and its application

Abstract The problem of ground-level ozone (O3) pollution has become a global environmental challenge with far-reaching impacts on public health and ecosystems. Effective control of ozone pollution still faces complex challenges from factors such as complex precursor interactions, variable meteorolo...

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Bibliographic Details
Main Authors: Xiaolei Zhou, Xingyue Wang, Ruifeng Guo
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-87702-4
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