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Jun-Xi Zhang

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Open access Oct 2026

Population aging reshapes the projected composition of future global PM2.5-attributable mortality

Long-term exposure to fine particulate matter (PM2.5) is a major global health risk, with most attributable deaths occurring through noncommunicable disease (NCD) pathways. Existing global assessments commonly model four major NCD outcomes using Global Exposure Mortality Model (GEMM) functions: chronic obstructive pulm...

Shou-Xiu Li, Jun-Xi Zhang, De-Liang Chen et al. · 0 citations

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