IGSNRR OpenIR
Spatial variation in the effects of air pollution on cardiovascular mortality in Beijing, China
Li, Wenjing1,2; Pei, Lu1,2; Li, Ang1,2; Luo, Kai1,2; Cao, Yang3,4; Li, Runkui5,6; Xu, Qun1,2
2019
Source PublicationENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
ISSN0944-1344
Volume26Issue:3Pages:2501-2511
Corresponding AuthorXu, Qun(xuqun@ibms.cams.cn)
AbstractDue to lack of data from multiple air quality monitoring stations, studies about spatial association between concentrations of ambient pollutants and mortality in China are rare. To investigate the spatial variation of association between concentrations of particulate matter less than 10m in aerodynamic diameter (PM10) and nitrogen dioxide (NO2) and cardiovascular mortality in Beijing, China, we collected data including daily deaths, concentrations of PM10 and NO2, and meteorological factors from January 1, 2009, to December 31, 2010, in all 16 districts of Beijing. Generalized additive model (GAM) and generalized additive mixed model (GAMM) were used to examine the citywide and district-specific effects of PM10 and NO2 on cardiovascular mortality. The citywide effect derived from GAMM was lower than that derived from GAM and the strongest effects were identified for 2-day moving average lag 0-1. For every 10g/m(3) increases in concentrations of PM10 and NO2, the corresponding daily cardiovascular mortality increases in 0.31% (95%CI 0.15%, 0.46%) and 1.63% (95%CI 1.11%, 2.13%), respectively. The death risk associated with air pollutants varied across different geographic districts in Beijing. We found spatially varied adverse effects of air pollution on cardiovascular deaths in Beijing. But there was insufficient evidence to show the significant spatial heterogeneity in mortality effects of PM10 and NO2 in this study.
KeywordSpatio-temporal analysis Cardiovascular mortality Air pollution Generalized additive mixed model Generalized additive model
DOI10.1007/s11356-018-3725-0
WOS KeywordSHORT-TERM EXPOSURE ; TIME-SERIES ; PARTICULATE MATTER ; RESPIRATORY MORTALITY ; HOSPITAL ADMISSIONS ; CARBON-MONOXIDE ; FINE ; ASSOCIATION ; PARTICLES ; VISITS
Indexed BySCI
Language英语
Funding ProjectGong-Yi Program of the Chinese Ministry of Environmental Protection[200909016] ; Peking Union Medical College Graduate Student Innovation Fund ; CAMS Innovation Fund for Medical Sciences[2017-I2M-1-009] ; China Medical Board[15-230] ; National Natural Science Foundation of China[41771435] ; China Scholarship Council[201704910297]
Funding OrganizationGong-Yi Program of the Chinese Ministry of Environmental Protection ; Peking Union Medical College Graduate Student Innovation Fund ; CAMS Innovation Fund for Medical Sciences ; China Medical Board ; National Natural Science Foundation of China ; China Scholarship Council
WOS Research AreaEnvironmental Sciences & Ecology
WOS SubjectEnvironmental Sciences
WOS IDWOS:000456198400038
PublisherSPRINGER HEIDELBERG
Citation statistics
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/50610
Collection中国科学院地理科学与资源研究所
Corresponding AuthorXu, Qun
Affiliation1.Chinese Acad Med Sci, Sch Basic Med, Peking Union Med Coll, Dept Epidemiol & Biostat,Inst Basic Med Sci, Beijing 100005, Peoples R China
2.Chinese Acad Med Sci, Ctr Environm & Hlth Sci, Peking Union Med Coll, Beijing 100005, Peoples R China
3.Orebro Univ, Clin Epidemiol & Biostat, Sch Med Sci, S-70185 Orebro, Sweden
4.Karolinska Inst, Biostat Unit, Inst Environm Med, S-17177 Stockholm, Sweden
5.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
6.Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Recommended Citation
GB/T 7714
Li, Wenjing,Pei, Lu,Li, Ang,et al. Spatial variation in the effects of air pollution on cardiovascular mortality in Beijing, China[J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH,2019,26(3):2501-2511.
APA Li, Wenjing.,Pei, Lu.,Li, Ang.,Luo, Kai.,Cao, Yang.,...&Xu, Qun.(2019).Spatial variation in the effects of air pollution on cardiovascular mortality in Beijing, China.ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH,26(3),2501-2511.
MLA Li, Wenjing,et al."Spatial variation in the effects of air pollution on cardiovascular mortality in Beijing, China".ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH 26.3(2019):2501-2511.
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