The spatiotemporal and multilevel impacts of metro on urban environmental protection

Abstract This study establishes spatial difference-in-differences models to investigate the causal correlation between metro and urban environment, and introduces marginal effects analysis method to examine the direct and indirect effects of metro on urban air quality. The empirical results indicate...

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Bibliographic Details
Main Authors: Zhibin Tao, Xuesong Feng, Hanbing Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-98855-7
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