Comparative Analysis of the Impact of Built Environment and Land Use on Monthly and Annual Mean PM<sub>2.5</sub> Levels

Comparative Analysis of the Impact of Built Environment and Land Use on Monthly and Annual Mean PM<sub>2.5</sub> Levels

Urban planners are progressively recognizing the significant effects of the built environment and land use on PM<sub>2.5</sub> levels. However, in analyzing the drivers of PM<sub>2.5</sub> levels, researchers’ reliance on annual mean and seasonal means may overlook the monthl...

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Bibliographic Details
Main Authors: Anjian Song, Zhenbao Wang, Shihao Li, Xinyi Chen
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Atmosphere
Subjects:
built environment
land use
PM<sub>2.5</sub>
Extreme Gradient Boosting (XGBoost)
interaction effects
Online Access:https://www.mdpi.com/2073-4433/16/6/682
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