Alternative ozone metrics and daily mortality in Suzhou: the China Air Pollution and Health Effects Study (CAPES)
Abstract
Controversy remains regarding the relationship between various metrics of ozone (O(3)) and mortality. In China, the largest developing country, there have been few studies investigating the acute effect of O(3) on death. We used three exposure metrics of O(3) (1-hour maximum, maximum 8-hour average and 24-hour average) to examine its short-term association with daily mortality in Suzhou, China. We used a Generalized Additive Model (GAM) with penalized splines to analyze the mortality, O(3), and covariate data. We examined the association by season, age group, sex and educational level. We found that the current level of O(3) in Suzhou is associated with death rates from all causes and cardiovascular diseases. Among various metrics of O(3), maximum 8-hour average and 1-hour maximum concentrations seem to be more strongly associated with increased mortality rate compared to 24-hour average concentrations. Using maximum 8-hour average, an inter-quartile range increase of 2-day average O(3) (lag 01) corresponds to 2.15% (95%CI, 0.36 to 3.93), 4.47% (95%CI, 1.43 to 7.51), -1.85% (95%CI, -6.91 to 3.22) increase in all-cause, cardiovascular, and respiratory mortality, respectively. The associations between O(3) and daily mortality appeared to be more evident in the cool season than in the warm season. In conclusion, maximum 8-hour average and 1-hour maximum concentrations of O(3) are associated with daily mortality in Suzhou. Our analyses strengthen the rationale for further limiting levels of O(3) pollution in the city.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Previous studies also supported the linear association between ozone and mortality in Chinese cities.
“In accordance with our finding, previous studies also supported the linear association between ozone and mortality in Chinese cities (Wong et al., 2008; Yang et al., 2012).”
From Acute effect of ozone exposure on daily mortality in seven cities of Jiangsu Province, China: no clear evidence for threshold (2017) · cites this paper as Yang et al., 2012
Cites
Air Pollution and Cardiovascular Disease
Brook, R. D., Franklin, B. A., Cascio, W. E., Hong, Y., Howard, G., D, M. L. M., Luepker, R. V., Mittleman, M. A., Samet, J. M., Smith, S. C., et al. (2004) · Circulation · doi:10.1161/01.cir.0000128587.30041.c8 · Cited by 2,417 · see citing works
Fine Particulate Air Pollution and Mortality in 20 U.S. Cities, 1987–1994
Samet, J. M., Dominici, F., Curriero, F. C., Coursac, I., & Zeger, S. L. (2000) · New England Journal of Medicine · doi:10.1056/nejm200012143432401 · Cited by 2,235 · see citing works
Fine Particulate Air Pollution and Mortality in 20 U.S. Cities
Sarnat, J. A., Schwartz, J. D., & Suh, H. H. (2001) · New England Journal of Medicine · doi:10.1056/nejm200104193441614 · Cited by 1,894 · see citing works
Ozone and short-term mortality in 95 US urban communities, 1987–2000
Bell, M. L. (2004) · JAMA · doi:10.1001/jama.292.19.2372 · Cited by 1,202 · see citing works
Exposure measurement error in time-series studies of air pollution: concepts and consequences
Zeger, S. L., Thomas, D., Dominici, F., Samet, J. M., Schwartz, J., Dockery, D., & Cohen, A. (2000) · Environmental Health Perspectives · doi:10.1289/ehp.00108419 · Cited by 1,156 · see citing works
Ambient air pollution, climate change, and population health in China
Kan, H., Chen, R., & Tong, S. (2011) · Environment International · doi:10.1016/j.envint.2011.03.003 · Cited by 729 · see citing works
Bell, M. L., Dominici, F., & Samet, J. M. (2005) · Epidemiology · doi:10.1097/01.ede.0000165817.40152.85 · Cited by 623 · see citing works
A Growing Role for Gender Analysis in Air Pollution Epidemiology
Clougherty, J. E. (2009) · Environmental Health Perspectives · doi:10.1289/ehp.0900994 · Cited by 608 · see citing works
Model Choice in Time Series Studies of Air Pollution and Mortality
Peng, R. D., Dominici, F., & Louis, T. A. (2006) · Journal of the Royal Statistical Society Series A: Statistics in Society · doi:10.1111/j.1467-985x.2006.00410.x · Cited by 583 · see citing works
Kan, H., London, S. J., Chen, G., Zhang, Y., Song, G., Zhao, N., Jiang, L., & Chen, B. (2008) · Environmental Health Perspectives · doi:10.1289/ehp.10851 · Cited by 582 · see citing works
Wong, C.-M., Vichit-Vadakan, N., Kan, H., & Qian, Z. (2008) · Environmental Health Perspectives · doi:10.1289/ehp.11257 · Cited by 476 · see citing works
Self-citationChen, R., Kan, H., Chen, B., Huang, W. Y., Bai, Z., Song, G., Pan, G., & O. B. O. T. C. C. G. (2012) · American Journal of Epidemiology · doi:10.1093/aje/kwr425 · Cited by 430 · see citing works
Individual-Level Modifiers of the Effects of Particulate Matter on Daily Mortality
Zeka, A., Zanobetti, A., & Schwartz, J. D. (2006) · American Journal of Epidemiology · doi:10.1093/aje/kwj116 · Cited by 417 · see citing works
Associations Between Ozone and Daily Mortality
Ito, K., Leon, S. F. D., & Lippmann, M. (2005) · Epidemiology · doi:10.1097/01.ede.0000165821.90114.7f · Cited by 385 · see citing works
Time-Series Studies of Particulate Matter
Bell, M. L., Samet, J. M., & Dominici, F. (2004) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.25.102802.124329 · Cited by 333 · see citing works
Effect of Air Pollution on Daily Mortality in Hong Kong
Wong, C., Ma, S., Hedley, A. J., & Lam, T. (2001) · Environmental Health Perspectives · doi:10.1289/ehp.01109335 · Cited by 202 · see citing works
Ozone and daily mortality in Shanghai, China
Zhang, Y., Huang, W., London, S. J., Song, G., Chen, G., Jiang, L., Zhao, N., Chen, B., & Kan, H. (2006) · Environmental Health Perspectives · doi:10.1289/ehp.9014 · Cited by 163 · see citing works
Health Impact of Outdoor Air Pollution in China: Current Knowledge and Future Research Needs
Kan, H., Chen, B., & Hong, C. (2009) · Environmental Health Perspectives · doi:10.1289/ehp.12737 · Cited by 150 · see citing works
Delfino, R. J., Zeiger, R. S., Seltzer, J. M., & Street, D. H. (1998) · Environmental Health Perspectives · doi:10.1289/ehp.98106751 · Cited by 142 · see citing works
How Sensitive Is the Association between Ozone and Daily Deaths to Control for Temperature?
Schwartz, J. D. (2004) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200407-933oc · Cited by 124 · see citing works
Chen, R., Li, Y., Ma, Y., Pan, G., Zeng, G., Xu, X., Chen, B., & Kan, H. (2011) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2011.08.058 · Cited by 123 · see citing works
Watkinson, W. P., Campen, M. J., Nolan, J. P., & Costa, D. L. (2001) · Environmental Health Perspectives · doi:10.1289/ehp.01109s4539 · Cited by 118 · see citing works
Respiratory Responses to Repeated Prolonged Exposure to 0.12 Ppm Ozone
Folinsbee, L. J., Horstman, D. H., Kehrl, H., Harder, S. D., Abdul-Salaam, S., & Ives, P. J. (1994) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.149.1.8111607 · Cited by 110 · see citing works
Chen, R., Pan, G., Zhang, Y., Xu, Q., Zeng, G., Xu, X., Chen, B., & Kan, H. (2011) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2011.08.029 · Cited by 91 · see citing works
Lung epithelial cells release ATP during ozone exposure: Signaling for cell survival
Ahmad, S., Ahmad, A. M., McConville, G., Schneider, B. K., Allen, C. B., Manzer, R., Mason, R. J., & White, C. W. (2005) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2005.03.009 · Cited by 67 · see citing works
Darrow, L. A., Klein, M., Sarnat, J. A., Mulholland, J. A., Strickland, M. J., Sarnat, S. E., Russell, A. G., & Tolbert, P. E. (2009) · Journal of Exposure Science & Environmental Epidemiology · doi:10.1038/jes.2009.49 · Cited by 62 · see citing works
Air Pollution and Mortality in Latin America: The Role of Education
O'Neill, M., Bell, M., Ranjit, N., Cifuentes, L., Loomis, D., Gouveia, N., & Borja-Aburto, V. (2008) · Epidemiology · doi:10.1097/ede.0b013e3181816528 · Cited by 59 · see citing works
Do Gender, Education, and Income Modify the Effect of Air Pollution Gases on Cardiac Disease?
Cakmak, S., Dales, R., & Judek, S. (2006) · Journal of Occupational and Environmental Medicine · doi:10.1097/01.jom.0000184878.11956.4b · Cited by 48 · see citing works
Repetitive Ozone Exposure of Young Adults
FRANK, R., LIU, M. C., Spannhake, E. W., Mlynarek, S., Macri, K., & Weinmann, G. G. (2001) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.164.7.2010043 · Cited by 45 · see citing works
Metrics Matter: Conflicting Air Quality Rankings from Different Indices of Air Pollution
Bell, M. L., Hobbs, B. F., & Ellis, H. (2005) · Journal of the Air & Waste Management Association · doi:10.1080/10473289.2005.10464596 · Cited by 32 · see citing works
Abbey, D. E., & Burchette, R. J. (1996) · Environmetrics · doi:10.1002/(sici)1099-095x(199609)7:5 · Cited by 16 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Wang, T., Xue, L., Brimblecombe, P., Lam, Y. F., Li, L., & Zhang, L. (2016) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2016.10.081 · Cited by 1,882 · see citing works
Systematic review of Chinese studies of short-term exposure to air pollution and daily mortality
Shang, Y., Sun, Z., Cao, J., Wang, X., Zhong, L., Bi, X., Li, H., Liu, W., Zhu, T., & Huang, W. (2013) · Environment International · doi:10.1016/j.envint.2013.01.010 · Cited by 505 · see citing works
Who is More Affected by Ozone Pollution? A Systematic Review and Meta-Analysis
Bell, M. L., Zanobetti, A., & Dominici, F. (2014) · American Journal of Epidemiology · doi:10.1093/aje/kwu115 · Cited by 236 · see citing works
Li, J., Woodward, A. J., Hou, X., Zhu, T., Zhang, J., Brown, H., Yang, J., Qin, R. X., Gao, J., Gu, S., et al. (2016) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2016.10.070 · Cited by 178 · see citing works
Assessing Spatial and Temporal Patterns of Observed Ground-level Ozone in China
Wang, W., Cheng, T., Gu, X., Chen, H., Guo, H. F., Wang, Y., Bao, F., Shi, S., Xu, B., Zuo, X., et al. (2017) · Scientific Reports · doi:10.1038/s41598-017-03929-w · Cited by 167 · see citing works
Health impacts of long-term ozone exposure in China over 2013–2017
Wang, Y., Wild, O., Chen, X., Wu, Q., Gao, M. C., Chen, H., Qi, Y., & Wang, Z. (2020) · Environment International · doi:10.1016/j.envint.2020.106030 · Cited by 167 · see citing works
Impacts of O3 on premature mortality and crop yield loss across China
Lin, Y., Jiang, F., Zhao, J. C., Zhu, G., He, X., Ma, X., Li, S., Sabel, C. E., & Wang, H. (2018) · Atmospheric Environment · doi:10.1016/j.atmosenv.2018.09.024 · Cited by 144 · see citing works
Correlations between PM2.5 and Ozone over China and Associated Underlying Reasons
Zhu, J., Chen, L., Liao, H., & Dang, R. (2019) · Atmosphere · doi:10.3390/atmos10070352 · Cited by 138 · see citing works
Chen, R., Peng, R. D., Meng, X., Zhou, Z., Chen, B., & Kan, H. (2013) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2013.02.040 · Cited by 135 · see citing works
Shi, W., Sun, Q., Du, P., Tang, S., Chen, C., Sun, Z., Wang, J., Li, T., & Shi, X. (2020) · Environmental Science & Technology · doi:10.1021/acs.est.9b05978 · Cited by 126 · see citing works
Air pollution characteristics and human health risks in key cities of northwest China
Luo, H., Guan, Q., Lin, J., Wang, Q., Yang, L., Tan, Z., & Wang, N. (2020) · Journal of Environmental Management · doi:10.1016/j.jenvman.2020.110791 · Cited by 119 · see citing works
Meta-analysis of adverse health effects due to air pollution in Chinese populations
Lai, H.-K., Tsang, H., & Wong, C.-M. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-360 · Cited by 118 · see citing works
New Insights Into Pollution and the Cardiovascular System
Gold, D. R., & Mittleman, M. A. (2013) · Circulation · doi:10.1161/circulationaha.111.064337 · Cited by 108 · see citing works
Chen, Z., Liu, N., Tang, H., Gao, X., Zhang, Y., Kan, H., Deng, F., Zhao, B., Zeng, X., Sun, Y., et al. (2022) · Indoor Air · doi:10.1111/ina.13170 · Cited by 103 · see citing works
Cardiovascular and respiratory mortality attributed to ground-level ozone in Ahvaz, Iran
Goudarzi, G., Geravandi, S., Foruozandeh, H., Babaei, A. A., Alavi, N., Vosoughi, M., Khodayar, M. J., Salmanzadeh, S., & Mohammadi, M. J. (2015) · Environmental Monitoring and Assessment · doi:10.1007/s10661-015-4674-4 · Cited by 100 · see citing works
Zhang, J., Chen, Q., Wang, Q., Ding, Z., Sun, H. W., & Xu, Y. J. (2019) · Ecotoxicology and Environmental Safety · doi:10.1016/j.ecoenv.2019.02.085 · Cited by 95 · see citing works
Yao, M., Wu, G., Zhao, X., & Zhang, J. (2020) · Environmental Research · doi:10.1016/j.envres.2020.109184 · Cited by 95 · see citing works
Prospects for ozone pollution control in China: An epidemiological perspective
Li, A., Zhou, Q., & Xu, Q. (2021) · Environmental Pollution · doi:10.1016/j.envpol.2021.117670 · Cited by 95 · see citing works
Chen, K., Fiore, A. M., Chen, R., Jiang, L., Jones, B., Schneider, A. E., Peters, A., Bi, J., Kan, H., & Kinney, P. L. (2018) · PLoS Medicine · doi:10.1371/journal.pmed.1002598 · Cited by 88 · see citing works
The short-term effect of ambient ozone on mortality is modified by temperature in Guangzhou, China
Liu, T., Li, T., Zhang, Y. H., Xu, Y. J., Lao, X. Q., Rutherford, S., Chu, C. M.-Y., Luo, Y., Zhu, Q., Xu, X. J., et al. (2012) · Atmospheric Environment · doi:10.1016/j.atmosenv.2012.07.011 · Cited by 87 · see citing works
Temporal and Spatial Features of the Correlation between PM2.5 and O3 Concentrations in China
Chen, J., Shen, H., Li, T., Peng, X., Cheng, H., & Ma, C. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16234824 · Cited by 77 · see citing works
Li, H., Wu, S., Pan, L., Xu, J., Shan, J., Yang, X., Dong, W., Deng, F., Chen, Y., Shima, M., et al. (2017) · Environmental Pollution · doi:10.1016/j.envpol.2017.09.030 · Cited by 78 · see citing works
Ozone and daily mortality rate in 21 cities of East Asia: how does season modify the association?
Chen, R., Cai, J., Meng, X., Kim, H., Honda, Y., Guo, Y. L., Samoli, E., Yang, X., & Kan, H. (2014) · American Journal of Epidemiology · doi:10.1093/aje/kwu183 · Cited by 77 · see citing works
Cheng, L., Wang, S., Gong, Z., Li, H., Yang, Q., & Wang, Y. (2017) · Journal of Environmental Sciences · doi:10.1016/j.jes.2017.08.011 · Cited by 77 · see citing works
Surface ozone concentration trends and its relationship with weather types in Spain (2001–2010)
Santurtún, A., Hidalgo, J. C. G., Sanchez‐Lorenzo, A., & Zarrabeitia, M. T. (2014) · Atmospheric Environment · doi:10.1016/j.atmosenv.2014.11.005 · Cited by 76 · see citing works
Chen, K., Zhou, L., Chen, X., Bi, J., & Kinney, P. L. (2017) · Environmental Research · doi:10.1016/j.envres.2017.02.009 · Cited by 75 · see citing works
Marco, A. D., García-Gómez, H., Collalti, A., Khaniabadi, Y. O., Feng, Z., Proietti, C., Sicard, P., Vitale, M., Anav, A., & Paoletti, E. (2022) · Environmental Research · doi:10.1016/j.envres.2022.113048 · Cited by 75 · see citing works
Wang, H., Miao, Q., Shen, L., Yang, Q., Wu, Y., & Wei, H. (2020) · Environmental Pollution · doi:10.1016/j.envpol.2020.116298 · Cited by 74 · see citing works
Newell, K., Kartsonaki, C., Lam, H. K. B., & Kurmi, O. (2018) · Environmental Health · doi:10.1186/s12940-018-0380-3 · Cited by 73 · see citing works
Air quality, primary air pollutants and ambient concentrations inventory for Romania
Năstase, G., Șerban, A., Năstase, A. F., Dragomir, G., & Brezeanu, A. I. (2018) · Atmospheric Environment · doi:10.1016/j.atmosenv.2018.04.034 · Cited by 69 · see citing works
Short-term effect of ambient air pollution on COPD mortality in four Chinese cities
Meng, X., Wang, C., Cao, D., Wong, C.-M., & Kan, H. (2013) · Atmospheric Environment · doi:10.1016/j.atmosenv.2013.05.001 · Cited by 67 · see citing works
Spatio-temporal distribution of tuberculosis and the effects of environmental factors in China
Li, H., Ge, M., & Zhang, M. (2022) · BMC Infectious Diseases · doi:10.1186/s12879-022-07539-4 · Cited by 64 · see citing works
A systematic review of air pollution and incidence of out-of-hospital cardiac arrest
Teng, T. K., Williams, T. A., Bremner, A., Tohira, H., Franklin, P., Tonkin, A. M., Jacobs, I. G., & Finn, J. (2013) · Journal of Epidemiology & Community Health · doi:10.1136/jech-2013-203116 · Cited by 64 · see citing works
Trend reversal from high-to-low and from rural-to-urban ozone concentrations over Europe
Yan, Y., Lin, J., Pozzer, A., Kong, S., & Lelieveld, J. (2019) · Atmospheric Environment · doi:10.1016/j.atmosenv.2019.05.067 · Cited by 62 · see citing works
Meta-analysis of the Chinese studies of the association between ambient ozone and mortality
Yan, M., Zhaorong, L., Liu, X., Duan, H., & Li, T. (2013) · Chemosphere · doi:10.1016/j.chemosphere.2013.05.040 · Cited by 62 · see citing works
Projecting ozone-related mortality in East China
Madaniyazi, L., Nagashima, T., Guo, Y., Pan, X., & Tong, S. (2016) · Environment International · doi:10.1016/j.envint.2016.03.040 · Cited by 62 · see citing works
Wang, Q., Dai, H., & Wang, H. H. (2017) · Sustainability · doi:10.3390/su9060911 · Cited by 62 · see citing works
Short-term effects of multiple ozone metrics on daily mortality in a megacity of China
Li, T., Yan, M., Ma, W., Ban, J., Liu, T., Lin, H., & Liu, Z. (2015) · Environmental Science and Pollution Research · doi:10.1007/s11356-014-4055-5 · Cited by 60 · see citing works
Acute effect of multiple ozone metrics on mortality by season in 34 Chinese counties in 2013–2015
Sun, Q., Wang, W., Chen, C., Ban, J., Xu, D., Zhu, P., He, M. Z., & Li, T. (2018) · Journal of Internal Medicine · doi:10.1111/joim.12724 · Cited by 57 · see citing works
Li, L., Xie, F., Li, J., Gong, K., Xie, X., Qin, Y., Qin, M., & Hu, J. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.151511 · Cited by 59 · see citing works
Li, M., Dong, H., Wang, B., Zhao, W., Sakhvidi, M. J. Z., Li, L., Lin, G., & Yang, J. (2020) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.142110 · Cited by 60 · see citing works
Lei, R., Zhu, F., Cheng, H., Liu, J., Shen, C., Zhang, C., Xu, Y., Xiao, C., Li, X., Zhang, J., et al. (2019) · Atmospheric Pollution Research · doi:10.1016/j.apr.2019.03.013 · Cited by 58 · see citing works
Wang, J., Gao, A., Li, S., Liu, Y., Zhao, W., Wang, P., & Zhang, H. (2022) · Journal of Environmental Sciences · doi:10.1016/j.jes.2022.06.036 · Cited by 56 · see citing works
Ozone trends over the United States at different times of day
Yan, Y., Lin, J., & He, C. (2018) · Atmospheric chemistry and physics · doi:10.5194/acp-18-1185-2018 · Cited by 54 · see citing works
Huang, J., Li, G., Xu, G., Qian, X., Zhao, Y., Pan, X., Huang, J. A., Cen, Z., Liu, Q., He, T., et al. (2018) · Environmental Pollution · doi:10.1016/j.envpol.2018.08.021 · Cited by 55 · see citing works
Health benefits from improved outdoor air quality and intervention in China
Li, S., Williams, G. M., & Guo, Y. (2016) · Environmental Pollution · doi:10.1016/j.envpol.2016.03.066 · Cited by 52 · see citing works
Air pollution and health risk assessment in Northeastern China: A case study of Jilin Province
Bai, L. M., Li, C., Yu, C. W., & He, Z. (2021) · Indoor and Built Environment · doi:10.1177/1420326x20979274 · Cited by 53 · see citing works
Zhu, J., & Liao, H. (2016) · Journal of Geophysical Research Atmospheres · doi:10.1002/2015jd023926 · Cited by 46 · see citing works
Zhang, J., Cui, K., Wang, Y.-F., Wu, J.-L., Huang, W.-S., Wan, S., & Xu, K. (2020) · Aerosol and Air Quality Research · doi:10.4209/aaqr.2020.06.0297 · Cited by 46 · see citing works
Luong, L. M. T., Phung, D. T., Đăng, T. N., Sly, P. D., Morawska, L., & Thai, P. K. (2018) · PLoS ONE · doi:10.1371/journal.pone.0203751 · Cited by 44 · see citing works
Zhu, X., Wang, X., Lei, L., & Zhao, Y. (2022) · Urban Climate · doi:10.1016/j.uclim.2022.101236 · Cited by 43 · see citing works
A national difference in differences analysis of the effect of PM2.5 on annual death rates
Schwartz, J. D., Wei, Y., Yitshak‐Sade, M., Di, Q., Dominici, F., & Zanobetti, A. (2020) · Environmental Research · doi:10.1016/j.envres.2020.110649 · Cited by 42 · see citing works
Seasonal association between ambient ozone and mortality in Zhengzhou, China
Qin, L., Gu, J., Liang, S., Fang, F., Bai, W., Liu, X., Zhao, T., Walline, J. H., Zhang, S., Cui, Y., et al. (2016) · International Journal of Biometeorology · doi:10.1007/s00484-016-1279-8 · Cited by 40 · see citing works
Air Pollution and Mortality in China
Lin, H., Wang, X., Liu, T., Li, X., Xiao, J., Zeng, W., & Ma, W. (2017) · Advances in experimental medicine and biology · doi:10.1007/978-981-10-5657-4_5 · Cited by 38 · see citing works
Chen, K., Yang, H. B., Ma, Z. W., Bi, J., & Huang, L. (2013) · Atmospheric Environment · doi:10.1016/j.atmosenv.2013.06.004 · Cited by 35 · see citing works
Zhang, Z., Yao, M., Wu, W., Zhao, X., & Zhang, J. (2021) · BMC Public Health · doi:10.1186/s12889-021-10751-7 · Cited by 34 · see citing works
Observational evidence for detrimental impact of inhaled ozone on human respiratory system
Lu, J., & Yao, L. (2023) · BMC Public Health · doi:10.1186/s12889-023-15902-6 · Cited by 31 · see citing works
Regulation of ozone-induced lung inflammation by the epidermal growth factor receptor in mice
Feng, F., Jin, Y., Duan, L., Yan, Z., Wang, S., Li, F., Liu, Y., Samet, J. M., & Wu, W. (2015) · Environmental Toxicology · doi:10.1002/tox.22202 · Cited by 30 · see citing works
Projecting future summer mortality due to ambient ozone concentration and temperature changes
Lee, J. Y., Lee, S. H., Hong, S.-C., & Kim, H. (2017) · Atmospheric Environment · doi:10.1016/j.atmosenv.2017.02.034 · Cited by 29 · see citing works
Short-term Effect of Ambient Ozone on Daily Emergency Room Visits in Beijing, China
Tian, Y., Xiang, X., Juan, J., Song, J., Cao, Y., Huang, C., Li, M., & Hu, Y. (2018) · Scientific Reports · doi:10.1038/s41598-018-21154-x · Cited by 28 · see citing works
Song, Y., Zhang, Y., Wang, T., Qian, S., & Wang, S. (2021) · Chinese Geographical Science · doi:10.1007/s11769-021-1228-2 · Cited by 28 · see citing works
Spatiotemporal variation of ozone pollution and health effects in China
Zheng, D., Huang, X., & Guo, Y. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-19935-z · Cited by 28 · see citing works
Shin, H. H., Parajuli, R. P., Maquiling, A., & Smith-Doiron, M. H. (2020) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.137944 · Cited by 26 · see citing works
Guo, X., Su, W., Wang, H., Li, N., Song, Q., Liang, Q., Sun, C., Liang, M., Zhou, Z., Song, E. J., et al. (2022) · International Journal of Environmental Health Research · doi:10.1080/09603123.2022.2066070 · Cited by 27 · see citing works
Yang, H., Lu, C., Hu, Y., Chan, P. W., Li, L., & Zhang, L. (2022) · Atmosphere · doi:10.3390/atmos13081318 · Cited by 26 · see citing works
Weight-of-evidence evaluation of long-term ozone exposure and cardiovascular effects
Prueitt, R. L., Lynch, H. N., Zu, K., Sax, S. N., Venditti, F. J., & Goodman, J. E. (2014) · Critical Reviews in Toxicology · doi:10.3109/10408444.2014.937855 · Cited by 26 · see citing works
Zhang, X., Yan, B., Zhou, Y., Osei, F., Li, Y., Zhao, H., Cheng, C., & Stein, A. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.157588 · Cited by 27 · see citing works
Impact of PM2.5 and ozone on incidence of influenza in Shijiazhuang, China: a time-series study
Wang, X., Cai, J., Liu, X., Wang, B., Yan, L., Liu, R., Nie, Y., Wang, Y., Zhang, X., & Zhang, X. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-22814-2 · Cited by 25 · see citing works
Zhang, J., Feng, L., Hou, C., & Gu, Q. (2020) · Environmental Geochemistry and Health · doi:10.1007/s10653-020-00574-7 · Cited by 24 · see citing works
Li, Y., Zheng, C., Ma, Z., & Quan, W. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16132383 · Cited by 24 · see citing works
Qi, J., Wang, Y., Wang, L., Cao, R., Huang, J., Li, G., & Yin, P. (2023) · The Innovation Medicine · doi:10.59717/j.xinn-med.2023.100043 · Cited by 23 · see citing works
Lin, Y., Chang, S.-C., Lin, C., Chen, Y., & Wang, Y.-C. (2013) · Environmental Pollution · doi:10.1016/j.envpol.2012.12.010 · Cited by 23 · see citing works
He, X., Zhai, S., Liu, X., Liang, L., Song, G., Song, H., & Kong, Y. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-20592-5 · Cited by 22 · see citing works
Li, Y., Shang, Y., Zheng, C., & Ma, Z. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15112460 · Cited by 21 · see citing works
Zhang, K., Chen, Q., Hong, Y., Ji, X., Chen, G., Lin, Z., Zhang, F., Wu, Y., Yi, Z., Zhang, F., et al. (2024) · Environmental Pollution · doi:10.1016/j.envpol.2024.125491 · Cited by 20 · see citing works
Rahnama, M. R., & Abkooh, S. S. (2021) · Urban Climate · doi:10.1016/j.uclim.2021.100836 · Cited by 20 · see citing works
Power generation scheduling considering stochastic emission limits
Geng, Z., Conejo, A. J., Chen, Q., & Kang, C. (2017) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2017.08.039 · Cited by 20 · see citing works
Health effects of ozone and particulate matter pollution in China: a province-level CGE analysis
Nam, K.-M., Zhang, X., Zhong, M., Eri Saikawa, B., & Zhang, X. (2019) · The Annals of Regional Science · doi:10.1007/s00168-019-00924-z · Cited by 20 · see citing works
Ambient Ozone, PM1 and Female Lung Cancer Incidence in 436 Chinese Counties
Guo, H., Liu, J., & Wei, J. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph181910386 · Cited by 20 · see citing works
Schwartz, J. D., Di, Q., Requia, W. J., Dominici, F., & Zanobetti, A. (2021) · Epidemiology · doi:10.1097/ede.0000000000001354 · Cited by 17 · see citing works
Liu, T., Zeng, W., Lin, H., Rutherford, S., Xiao, J., Li, X., Li, Z., Qian, Z. M., Feng, B., & Ma, W. (2016) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph13090851 · Cited by 19 · see citing works
Agrawal, A., Sharma, A. R., & Tayal, S. (2014) · Environmental Monitoring and Assessment · doi:10.1007/s10661-014-3871-x · Cited by 19 · see citing works
Li, S., Song, G., Xing, J., Dong, J., Zhang, M., Fan, C., Meng, S., Yang, J., Dong, L., & Gong, W. Y. (2025) · Nature Communications · doi:10.1038/s41467-025-58652-2 · Cited by 18 · see citing works
Modification effects of ambient temperature on ozone-mortality relationships in Chengdu, China
Zhang, Y., Tian, Q., Feng, X., Hu, W., Ma, P., Xin, J., Wang, S., & Zheng, C. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-20843-5 · Cited by 18 · see citing works
Chang, P.-J., Song, R., & Lin, Y. (2018) · Journal of Happiness Studies · doi:10.1007/s10902-018-0055-3 · Cited by 17 · see citing works
Yang, Y., Liang, Z., Ruan, Z., Zhang, S., Zhao, Q., & Lin, H. (2019) · Atmospheric Environment · doi:10.1016/j.atmosenv.2019.117169 · Cited by 18 · see citing works
Zhu, Y., Liu, Y., Li, S., Wang, H., Lu, X. H., Wang, H., Shen, C., Chen, X., Chan, P. W., Shen, A., et al. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.167485 · Cited by 17 · see citing works
Modeling of the health impacts of ambient ozone pollution in China and India
Liu, L., Hu, L., Liu, Y., & Wang, H. (2021) · Atmospheric Environment · doi:10.1016/j.atmosenv.2021.118753 · Cited by 17 · see citing works
Wei, X., Fu, T., Chen, D., Gong, W., Zhang, S., Long, Y., Wu, X., Shao, Z., & Liu, K. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-29248-4 · Cited by 16 · see citing works
Premature mortality in Japan due to ozone
Nawahda, A., Yamashita, K., Ohara, T., Kurokawa, J., Ohizumi, T., Chen, F., & Akimoto, H. (2013) · Atmospheric Environment · doi:10.1016/j.atmosenv.2013.09.049 · Cited by 16 · see citing works
Weight-of-evidence evaluation of short-term ozone exposure and cardiovascular effects
Goodman, J. E., Prueitt, R. L., Sax, S. N., Lynch, H. N., Zu, K., Lemay, J. C., King, J. M., & Venditti, F. J. (2014) · Critical Reviews in Toxicology · doi:10.3109/10408444.2014.937854 · Cited by 16 · see citing works
The rationale behind updates to ambient ozone guidelines and standards
Xue, K., & Zhang, X. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1273826 · Cited by 15 · see citing works
Short-term effect of ambient ozone pollution on respiratory diseases in western China
Ma, Y., Shen, J., Zhang, Y., Wang, H., Li, H., Cheng, Y., & Guo, Y. (2022) · Environmental Geochemistry and Health · doi:10.1007/s10653-021-01174-9 · Cited by 15 · see citing works
Ji, Y., An, C., Tang, J., Li, J., Yan, X., Gao, X., Chu, W., Zhong, X., Shang, F., Li, J., et al. (2024) · Atmosphere · doi:10.3390/atmos15010073 · Cited by 14 · see citing works
Zhang, Y., Tian, Q., Wei, X., Feng, X., Ma, P., Hu, W., Xin, J., Ni, C., Wang, S., & Zheng, C. (2022) · Atmospheric Environment · doi:10.1016/j.atmosenv.2022.119272 · Cited by 13 · see citing works
Short-term forecasting of ozone air pollution across Europe with transformers
Hickman, S. H. M., Griffiths, P. T., Nowack, P. J., & Archibald, A. T. (2023) · Environmental Data Science · doi:10.1017/eds.2023.37 · Cited by 13 · see citing works
Li, H., Ge, M., & Wang, C. (2023) · BMC Public Health · doi:10.1186/s12889-023-16646-z · Cited by 12 · see citing works
Zhang, Y., Wang, S., Feng, Z., & Song, Y. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1071229 · Cited by 11 · see citing works
Wang, Y., Chang, J., Hu, P., Deng, C., Luo, Z., Zhao, J., Zhang, Z., Yi, W., Zhu, G., Zheng, G., et al. (2024) · Environmental Pollution · doi:10.1016/j.envpol.2024.124991 · Cited by 10 · see citing works
Gyaase, S., Nyame, S., Klipstein‐Grobusch, K., Asante, K. P., & Downward, G. S. (2025) · Global Heart · doi:10.5334/gh.1409 · Cited by 10 · see citing works
- Authors
- Yang, C., Yang, H., Guo, S., Wang, Z., Xu, X., Duan, X., & Kan, H.
- Affiliations
- Fudan University (CN)
- Ministry of Ecology and Environment (CN)
- University of Florida Health (US)
- Chinese Research Academy of Environmental Sciences (CN)
- Corresponding author
- Guo, Shu
- Kan, Haidong
- Venue
- Science of The Total Environment
- Publisher
- Elsevier BV
- Published
- 2012-06
- Volume
- 426
- Pages
- 83-89
- ISSN
- 0048-9697 (ISSN-L)
- OpenAlex
- W2037393815
- Cited by
- 161
- References
- 31
- Citations by year
- 2026: 10 · 2025: 9 · 2024: 7 · 2023: 11 · 2022: 28 · 2021: 13 · 2020: 17 · 2019: 9 · 2018: 11 · 2017: 10 · 2016: 7 · 2015: 7 · 2014: 6 · 2013: 14 · 2012: 2
- FWCI
- 6.43
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Science of The Total Environment (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Key Research and Development Program of China
- Topics
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Climate Change and Health Impacts
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Indoor Air Quality and Microbial Exposure
- Keywords
- ozone, daily mortality, short-term air pollution effects, cardiovascular mortality, respiratory mortality, all-cause mortality, seasonal variation, Suzhou
- MeSH terms
- Adolescent, Adult, Aged, Air Pollutants, Air Pollution, Cardiovascular Diseases, Child, Child, Preschool, China, Environmental Monitoring, Female, Humans, Infant, Infant, Newborn, Male, Middle Aged, Mortality, Ozone, Respiratory Tract Diseases, Young Adult, Epidemiological Monitoring
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review