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Ozone Concentration Estimation and Meteorological Impact Quantification in the Beijing‐Tianjin‐Hebei Region Based on Machine Learning Models

Abstract Accurate estimation of ozone (O3) concentrations and quantitative meteorological contribution are crucial for effective control of O3 pollution. In recent years, there has been a growing interest in leveraging machine learning for O3 pollution research due to its advantages, such as high ac...

Celý popis

Uloženo v:
Hlavní autoři: Zheng Luo, Peilan Lu, Zhen Chen, Run Liu
Médium: Artigo
Jazyk:Inglês
Vydáno: American Geophysical Union (AGU) 2024-02-01
Edice:Earth and Space Science
Témata:
ozone estimation
machine learning
meteorological normalization
SHAP model
Beijing‐Tianjin‐Hebei region
On-line přístup:https://doi.org/10.1029/2023EA003346
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