IPCC (2021). Climate Change 2021: The Physical Science Basis-Summary for Policymakers.
GBD 2019 Risk Factors Collaborators. Global burden of 87 risk factors in 204 countries and territories, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. Lancet 396(10258), 1223–1249 (2020).
Google Scholar
China Meteorological Administration. Many regions of China experience extreme heat, with temperature records broken 2022 (2022; accessed 24 Aug 2022). http://www.cma.gov.cn/en2014/news/News/202207/t20220718_4985934.html.
Li, J. et al. Modification of the effects of air pollutants on mortality by temperature: A systematic review and meta-analysis. Sci. Total Environ. 575, 1556–1570 (2017).
Google Scholar
Murray, C. J. L. et al. Global burden of 87 risk factors in 204 countries and territories, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. The Lancet 396(10258), 1223–1249 (2020).
Google Scholar
Lim, C. H., Ryu, J., Choi, Y., Jeon, S. W. & Lee, W. K. Understanding global PM2.5 concentrations and their drivers in recent decades (1998–2016). Environ. Int. 144, 106011 (2020).
Google Scholar
Guo, H. et al. Assessment of PM2.5 concentrations and exposure throughout China using ground observations. Sci. Total Environ. 601–602, 1024–1030 (2017).
Google Scholar
Lelieveld, J., Evans, J. S., Fnais, M., Giannadaki, D. & Pozzer, A. The contribution of outdoor air pollution sources to premature mortality on a global scale. Nature 525(7569), 367–371 (2015).
Google Scholar
Pun, V. C., Kazemiparkouhi, F., Manjourides, J. & Suh, H. H. Long-term PM2.5 exposure and respiratory, cancer, and cardiovascular mortality in older US adults. Am. J. Epidemiol. 186(8), 961–969 (2017).
Google Scholar
Hadley, M. B., Vedanthan, R. & Fuster, V. Air pollution and cardiovascular disease: A window of opportunity. Nat. Rev. Cardiol. 15(4), 193–194 (2018).
Google Scholar
Liu, M., Saari, R., Zhou, G., Liu, X. & Li, J. Size-differentiated patterns of exposure to submicron particulate matter across regions and seasons in China. Atmos. Environ. 238, 117745 (2020).
Google Scholar
Martin, S. L., Cakmak, S., Hebbern, C. A., Avramescu, M. L. & Tremblay, N. Climate change and future temperature-related mortality in 15 Canadian cities. Int. J. Biometeorol. 56(4), 605–619 (2012).
Google Scholar
Ma, W., Chen, R. & Kan, H. Temperature-related mortality in 17 large Chinese cities: How heat and cold affect mortality in China. Environ. Res. 134, 127–133 (2014).
Google Scholar
Anderson, B. G. & Bell, M. L. Weather-related mortality: How heat, cold, and heat waves affect mortality in the United States. Epidemiology 20(2), 205–213 (2009).
Google Scholar
Chen, Q. et al. Air pollution and cardiovascular mortality in Nanjing, China: Evidence highlighting the roles of cumulative exposure and mortality displacement. Chemosphere 265, 129035 (2021).
Google Scholar
Yu, Y. et al. Association between short-term exposure to particulate matter air pollution and cause-specific mortality in Changzhou, China. Environ Res. 170, 7–15 (2019).
Google Scholar
Huang, Y. et al. Exploring health effects under specific causes of mortality based on 90 definitions of PM(2.5) and cold spell combined exposure in Shanghai, China. Environ. Sci. Technol. 57(6), 2423–2434 (2023).
Google Scholar
Ji, S. et al. The interactive effects between particulate matter and heat waves on circulatory mortality in Fuzhou, China. Int. J. Environ. Res. Public Health 17, 16 (2020).
Google Scholar
Qin, R. X. et al. The interactive effects between high temperature and air pollution on mortality: A time-series analysis in Hefei, China. Sci. Total Environ. 575, 1530–1537 (2017).
Google Scholar
Li, Y., Ma, Z., Zheng, C. & Shang, Y. Ambient temperature enhanced acute cardiovascular-respiratory mortality effects of PM2.5 in Beijing, China. Int. J. Biometeorol. 59(12), 1761–1770 (2015).
Google Scholar
Stingone, J. A. et al. Associations between fine particulate matter, extreme heat events, and congenital heart defects. Environ. Epidemiol. 3(6), e071 (2019).
Google Scholar
Schwarz, L. et al. Spatial variation in the joint effect of extreme heat events and ozone on respiratory hospitalizations in California. Proc. Natl. Acad. Sci. U. S. A. 118, 22 (2021).
Google Scholar
Sun, Y. et al. Examining the joint effects of heatwaves, air pollution, and green space on the risk of preterm birth in California. Environ. Res. Lett. 15, 10 (2020).
Google Scholar
Yue, H. & Hu, T. Geographical detector-based spatial modeling of the COVID-19 mortality rate in the continental United States. Int. J. Environ. Res. Public Health 18, 13 (2021).
Google Scholar
Pan, R. et al. Interactions between climate factors and air quality index for improved childhood asthma self-management. Sci. Total Environ. 723, 137804 (2020).
Google Scholar
Mokoena, K. K., Ethan, C. J., Yu, Y. & Quachie, A. T. Interaction Effects of air pollution and climatic factors on circulatory and respiratory mortality in Xi’an, China between 2014 and 2016. Int. J. Environ. Res. Public Health 17, 23 (2020).
Google Scholar
Xu, Y. Y. et al. Substantial Increase in the Joint Occurrence and Human Exposure of Heatwave and High-PM Hazards Over South Asia in the Mid-21st Century. Agu Adv. 1, 2 (2020).
Google Scholar
Lee, W. et al. Synergic effect between high temperature and air pollution on mortality in Northeast Asia. Environ. Res. 178, 108735 (2019).
Google Scholar
Kwag, Y. et al. The combined effects of fine particulate matter and temperature on preterm birth in Seoul, 2010–2016. Int. J. Environ. Res. Public Health 18, 4 (2021).
Google Scholar
Ding, P. H., Wang, G. S., Guo, Y. L., Chang, S. C. & Wan, G. H. Urban air pollution and meteorological factors affect emergency department visits of elderly patients with chronic obstructive pulmonary disease in Taiwan. Environ. Pollut. 224, 751–758 (2017).
Google Scholar
Yitshak-Sade, M., Bobb, J. F., Schwartz, J. D., Kloog, I. & Zanobetti, A. The association between short and long-term exposure to PM2.5 and temperature and hospital admissions in New England and the synergistic effect of the short-term exposures. Sci. Total Environ. 639, 868–875 (2018).
Google Scholar
Burkart, K. et al. Interactive short-term effects of equivalent temperature and air pollution on human mortality in Berlin and Lisbon. Environ. Pollut. 183, 54–63 (2013).
Google Scholar
Rodrigues, P. C. O., Pinheiro, S. L., Junger, W., Ignotti, E. & Hacon, S. S. Climatic variability and morbidity and mortality associated with particulate matter. Rev. Saude Publ. 51, 91 (2017).
Google Scholar
Sun, S. et al. Temperature as a modifier of the effects of fine particulate matter on acute mortality in Hong Kong. Environ. Pollut. 205, 357–364 (2015).
Google Scholar
Dong, Z. X., Xing, J., Ding, D. A., Liu, X. & Wang, S. X. Response of fine particulate matter and ozone to precursors emission reduction in the Yangtze River Delta and its policy implications. Chin. Sci. Bull.-Chin. 67(18), 2079–2088 (2022).
Google Scholar
Jiangsu Provincial People’s Government. Brief Introduction to Jiangsu 2021. (2021; accessed 15 august 2022). http://en.jiangsu.gov.cn/col/col54121/index.html.
Yang, J. et al. Heatwave and mortality in 31 major Chinese cities: Definition, vulnerability and implications. Sci. Total Environ. 649, 695–702 (2019).
Google Scholar
Ma, C. et al. Cold spells and cause-specific mortality in 47 japanese prefectures: A systematic evaluation. Environ. Health Perspect. 129(6), 67001 (2021).
Google Scholar
Li, H. et al. Interactive effects of cold spell and air pollution on outpatient visits for anxiety in three subtropical Chinese cities. Sci. Total Environ. 817, 152789 (2022).
Google Scholar
Chen, J. et al. Cold spell and mortality in 31 Chinese capital cities: Definitions, vulnerability and implications. Environ. Int. 128, 271–278 (2019).
Google Scholar
Chen, K. et al. Influence of heat wave definitions to the added effect of heat waves on daily mortality in Nanjing, China. Sci. Total Environ. 506–507, 18–25 (2015).
Google Scholar
VanderWeele, T. J. & Knol, M. J. A tutorial on interaction. Epidemiol. Methods 3, 1 (2014).
Google Scholar
Andersson, T., Alfredsson, L., Kallberg, H., Zdravkovic, S. & Ahlbom, A. Calculating measures of biological interaction. Eur. J. Epidemiol. 20(7), 575–579 (2005).
Google Scholar
Burkart, K. G. et al. Estimating the cause-specific relative risks of non-optimal temperature on daily mortality: A two-part modelling approach applied to the Global Burden of Disease Study. The Lancet 398(10301), 685–697 (2021).
Google Scholar
Liu, S., Chan, E. Y. Y., Goggins, W. B. & Huang, Z. The mortality risk and socioeconomic vulnerability associated with high and low temperature in Hong Kong. Int. J. Environ. Res. Public Health 17, 19 (2020).
Khatana, S. A. M., Werner, R. M. & Groeneveld, P. W. Association of extreme heat and cardiovascular mortality in the United States: A county-level longitudinal analysis from 2008 to 2017. Circulation 146(3), 249–261 (2022).
Google Scholar
Martínez-Solanas, È. et al. Projections of temperature-attributable mortality in Europe: A time series analysis of 147 contiguous regions in 16 countries. Lancet Planet Health 5(7), e446–e454 (2021).
Google Scholar
Luo, M. & Lau, N. C. Increasing human-perceived heat stress risks exacerbated by urbanization in China: A comparative study based on multiple metrics. Earth Future 9, 7 (2021).
Google Scholar
Freychet, N., Tett, S., Wang, J. & Hegerl, G. Summer heat waves over Eastern China: Dynamical processes and trend attribution. Environ. Res. Lett. 12, 2 (2017).
Google Scholar
Sun, Y., Hu, T. & Zhang, X. Substantial increase in heat wave risks in China in a future warmer world. Earth’s Future 6(11), 1528–1538 (2018).
Google Scholar
Pattenden, S., Nikiforov, B. & Armstrong, B. G. Mortality and temperature in Sofia and London. J. Epidemiol. Commun. Health 57(8), 628–633 (2003).
Google Scholar
Atkinson, R. W., Kang, S., Anderson, H. R., Mills, I. C. & Walton, H. A. Epidemiological time series studies of PM2.5 and daily mortality and hospital admissions: A systematic review and meta-analysis. Thorax 69(7), 660–665 (2014).
Google Scholar
Orellano, P., Reynoso, J., Quaranta, N., Bardach, A. & Ciapponi, A. Short-term exposure to particulate matter (PM(10) and PM(2.5)), nitrogen dioxide (NO(2)), and ozone (O(3)) and all-cause and cause-specific mortality: Systematic review and meta-analysis. Environ. Int. 142, 105876 (2020).
Google Scholar
Qiu, H. et al. The burden of COPD morbidity attributable to the interaction between ambient air pollution and temperature in Chengdu, China. Int. J. Environ. Res. Public Health 15, 3 (2018).
Google Scholar
He, Y. et al. The impact of cold spells on schizophrenia admissions and the synergistic effect with the air quality index. Environ. Res. 212(Pt B), 113243 (2022).
Google Scholar
Wang, Q. et al. Independent and combined effects of heatwaves and PM25 on preterm birth in Guangzhou, China: A survival analysis. Environ. Health Perspect. 128(1), 17006 (2020).
Google Scholar
Xiao, X. et al. Independent and combined effects of late-pregnancy exposure to air pollution and extreme temperature on preterm birth in China: A nationwide cohort study. SSRN Electron. J. (2022).
Google Scholar
Gordon, C. J., Johnstone, A. F. & Aydin, C. Thermal stress and toxicity. Compr. Physiol. 4(3), 995–1016 (2014).
Google Scholar
Brehmer, C. et al. The impact of household air cleaners on the oxidative potential of PM(2.5) and the role of metals and sources associated with indoor and outdoor exposure. Environ. Res. 181, 108919 (2020).
Google Scholar
Feinglass, J. et al. The effects of daily weather on accelerometer-measured physical activity. J. Phys. Act. Health 8(7), 934–943 (2011).
Google Scholar
An, R., Zhang, S., Ji, M. & Guan, C. Impact of ambient air pollution on physical activity among adults: A systematic review and meta-analysis. Perspect. Public Health. 138(2), 111–121 (2018).
Google Scholar
Kinney, P. L. Interactions of climate change, air pollution, and human health. Curr. Environ. Health Rep. 5(1), 179–186 (2018).
Google Scholar
Ko, F. W. et al. Temporal relationship between air pollutants and hospital admissions for chronic obstructive pulmonary disease in Hong Kong. Thorax 62(9), 780–785 (2007).
Google Scholar
Wang, Y., Wang, Y., Xu, H., Zhao, Y. & Marshall, J. D. Ambient air pollution and socioeconomic status in China. Environ. Health Perspect. 130(6), 67001 (2022).
Google Scholar
Su, J. G. et al. An index for assessing demographic inequalities in cumulative environmental hazards with application to Los Angeles, California. Environ. Sci. Technol. 43(20), 7626–7634 (2009).
Google Scholar
Chen, R. et al. Association between ambient temperature and mortality risk and burden: Time series study in 272 main Chinese cities. BMJ 363, k4306 (2018).
Google Scholar
Dimitrova, A. et al. Association between ambient temperature and heat waves with mortality in South Asia: Systematic review and meta-analysis. Environ. Int. 146, 106170 (2021).
Google Scholar
Kim, S. E., Lim, Y. H. & Kim, H. Temperature modifies the association between particulate air pollution and mortality: A multi-city study in South Korea. Sci. Total Environ. 524–525, 376–383 (2015).
Google Scholar
Meng, C. et al. Effect of cold spells and their different definitions on mortality in Shenzhen, China. Front Public Health 9, 817079 (2021).
Google Scholar
Long W, Zhong T, Zhang B. China: The issue with residential air conditioning. 2022.
Yang, J. et al. The burden of ambient temperature on years of life lost in Guangzhou, China. Sci. Rep. 5, 12250 (2015).
Google Scholar
Kan, H. et al. Season, sex, age, and education as modifiers of the effects of outdoor air pollution on daily mortality in Shanghai, China: The Public Health and Air Pollution in Asia (PAPA) Study. Environ. Health Perspect. 116(9), 1183–1188 (2008).
Google Scholar