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Long-term dynamics of PM2.5 exposure and modeled health gains in Beijing’s central urban area: Spatiotemporal differentiation and layered constraints across multidimensional environmental conditions

delete2026-07-29
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PRE
AI
Y
Yushan Liu
J
Jing Zhao *
DOI:10.1016/j.scs.2026.107760delete
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Abstract

Abstract

En 中文
• Integrates PM2.5 exposure, environmental restructuring, and modeled health burden. • Shows mismatch among PM2.5 exposure, population, PWP burden, and modeled mortality. • Distinguishes stage correspondence from synchronized burden responses. • Interprets uneven modeled health-gain realization through layered constraints. • Shows conditional blue–green-space associations with PM2.5 across spatial settings.
Keywords:
PM2.5 exposure
Modeled health-gain realization
Blue–green space
Spatiotemporal differentiation
Layered constraints
Urban environmental governance

Journal

Sustainable Cities and Society cover
Sustainable Cities and Society
IF:
12
Papers:
7.7K
Citations:
5.2W

Organization

B
beijing forestry university
Scholars:
1.8W
Papers: 1.1W
Citations: 3
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