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Article

Synergistic Effects of Ambient PM2.5 and O3 with Natural Temperature Variability on Non-Accidental and Cardiovascular Mortality: A Historical Time Series Analysis in Urban Taiyuan, China

1
Faculty of Art Design, Communication University of Shanxi, Jinzhong 030619, China
2
Institute of Environmental Science, Shanxi University, Taiyuan 030031, China
3
MOE Key Laboratory of Coal Environmental Pathogenicity and Prevention, Shanxi Medical University, Ministry of Education, Taiyuan 030001, China
4
Faculty of Environmental and Symbiotic Sciences, Prefectural University of Kumamoto, Kumamoto 862-8502, Japan
*
Author to whom correspondence should be addressed.
Atmosphere 2025, 16(8), 971; https://doi.org/10.3390/atmos16080971
Submission received: 28 May 2025 / Revised: 9 August 2025 / Accepted: 14 August 2025 / Published: 15 August 2025

Abstract

Climate change and air pollution are associated with a range of health outcomes, including cardiovascular and respiratory disease. Evaluation of the synergic effects of air pollution and increasing natural temperature on mortality is important for understanding their potential joint health effects. In this study, the modification effects of air temperature on the short-term association of ambient fine particulate matter (PM2.5) and ozone (O3) with non-accidental death (NAD) and cardiovascular disease (CVD) mortality were evaluated by using the generalized additive model (GAM) combined with the distributed lag nonlinear model (DLNM) in urban areas of Taiyuan, a representative of energy and heavy industrial cities in Northern China. The data on the daily cause-specific death numbers, air pollutants concentrations, and meteorological factors were collected from January 2013 to December 2019, and the temperature was divided into low (<25th percentile), medium (25–75th percentile), and high (>75th percentile) categories. Significant associations of PM2.5 and O3 with NAD and CVD mortality were observed in single-effect analysis. A statistically significant increase in the effect estimates of PM2.5 and O3 on NAD and CVD mortality was also observed on high-temperature days. But the associations of those were not statistically significant on medium- and low-temperature days. At the same temperature level, the effects of PM2.5 and O3 on the CVD mortality were larger than those on NAD (1.74% vs. 1.21%; 1.67% vs. 0.57%), and the elderly and males appeared to be more vulnerable to both higher temperatures and air pollution. The results suggest that the acute effect of PM2.5 and O3 on NAD and CVD mortality in urban Taiyuan was enhanced by increasing temperatures, particularly for the elderly and males. It highlights the importance of reducing PM2.5 and O3 exposure in urban areas to reduce the public health burden under the situation of global warming.
Keywords: high temperature; air pollution; mortality; synergistic effects; short-term association high temperature; air pollution; mortality; synergistic effects; short-term association

Share and Cite

MDPI and ACS Style

Zhou, H.; Geng, H.; Tian, J.; Wu, L.; Zhang, Z.; Zhang, D. Synergistic Effects of Ambient PM2.5 and O3 with Natural Temperature Variability on Non-Accidental and Cardiovascular Mortality: A Historical Time Series Analysis in Urban Taiyuan, China. Atmosphere 2025, 16, 971. https://doi.org/10.3390/atmos16080971

AMA Style

Zhou H, Geng H, Tian J, Wu L, Zhang Z, Zhang D. Synergistic Effects of Ambient PM2.5 and O3 with Natural Temperature Variability on Non-Accidental and Cardiovascular Mortality: A Historical Time Series Analysis in Urban Taiyuan, China. Atmosphere. 2025; 16(8):971. https://doi.org/10.3390/atmos16080971

Chicago/Turabian Style

Zhou, Huan, Hong Geng, Jingjing Tian, Li Wu, Zhihong Zhang, and Daizhou Zhang. 2025. "Synergistic Effects of Ambient PM2.5 and O3 with Natural Temperature Variability on Non-Accidental and Cardiovascular Mortality: A Historical Time Series Analysis in Urban Taiyuan, China" Atmosphere 16, no. 8: 971. https://doi.org/10.3390/atmos16080971

APA Style

Zhou, H., Geng, H., Tian, J., Wu, L., Zhang, Z., & Zhang, D. (2025). Synergistic Effects of Ambient PM2.5 and O3 with Natural Temperature Variability on Non-Accidental and Cardiovascular Mortality: A Historical Time Series Analysis in Urban Taiyuan, China. Atmosphere, 16(8), 971. https://doi.org/10.3390/atmos16080971

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