4.6 Article

Correlation analysis of urban building form and PM2.5 pollution based on satellite and ground observations

Journal

FRONTIERS IN ENVIRONMENTAL SCIENCE
Volume 10, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fenvs.2022.1111223

Keywords

urban building form; PM2 5; remote sensing; air pollution; deep learning

Ask authors/readers for more resources

This study explores the impact of urban building form on PM2.5 pollution in Wuhan, a Chinese megacity. Various building form indices were calculated based on urban building data to present the spatial distribution of buildings. City-scale PM2.5 distribution was obtained using satellite remote sensing and ground air pollution monitoring data. The results show that the dense north-south buildings in Wuhan can slow the spread of near-surface particulate pollution, indicating the significant building blocking effect on PM2.5 diffusion. The findings of this study have implications for urban planning, architectural design, and air pollution control strategies.
Fine particulate matter (PM2.5) pollution is a key issue affecting the health of urban residents. To explore the impact of urban building form on PM2.5 pollution, this study focused on Wuhan, a Chinese megacity. Based on the urban building data, various building form indices were first calculated in grids to quantitatively present the spatial distribution of urban buildings. The city-scale PM2.5 distribution was obtained with satellite remote sensing and ground air pollution monitoring data. The impact of urban building forms on PM2.5 pollution distribution was then analyzed. The results show that the changes in PM2.5 concentration in Wuhan in the north-south direction have a relatively obvious correlation with the windward area ratio of buildings. The dense north-south buildings can slow the spread of near-surface particulate pollution. This finding demonstrates that the building blocking effect of PM2.5 diffusion in Wuhan is significant. The results of this study can provide a reference for urban planning, architectural design, and air pollution control strategies.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available