Spatiotemporal Patterns and Equity Analysis of Premature Mortality Due to Ischemic Heart Disease Attributable to PM2.5 Exposure in China: 2007-2022

被引:0
作者
Zhong, Yanling [1 ]
Guo, Yong [2 ]
Liu, Dingming [3 ]
Zhang, Qiutong [1 ]
Wang, Lizheng [1 ]
机构
[1] Changan Univ, Sch Geol Engn & Geomat, Xian 710054, Peoples R China
[2] Sichuan Police Coll, Dept Criminal Technol, Luzhou 646000, Peoples R China
[3] China Coal Aerial Photogrammetry & Remote Sensing, CNACG ARSC, Xian 710199, Peoples R China
关键词
China; PM2.5; exposure; ischemic heart disease; premature mortality; environmental equity; AIR-POLLUTION; TRENDS; IMPROVEMENT; GUANGZHOU; BENEFITS; QUALITY; BURDEN;
D O I
10.3390/toxics12090641
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Long-term exposure to PM2.5 pollution increases the risk of cardiovascular diseases, particularly ischemic heart disease (IHD). Current assessments of the health effects related to PM2.5 exposure are limited by sparse ground monitoring stations and applicable disease research cohorts, making accurate health effect evaluations challenging. Using satellite-observed aerosol optical depth (AOD) data and the XGBoost-PM25 model, we obtained 1 km scale PM2.5 exposure levels across China. We quantified the premature mortality caused by PM2.5-exposure-induced IHD using the Global Exposure Mortality Model (GEMM) and baseline mortality data. Furthermore, we employed the Gini coefficient, a measure from economics to quantify inequality, to evaluate the distribution differences in health impacts due to PM2.5 exposure under varying socioeconomic conditions. The results indicate that PM2.5 concentrations in China are higher in the central and eastern regions. From 2007 to 2022, the national overall level showed a decreasing trend, dropping from 47.41 mu g/m(3) to 25.16 mu g/m(3). The number of premature deaths attributable to PM2.5 exposure increased from 819 thousand in 2007 to 870 thousand in 2022, with fluctuations in certain regions. This increase is linked to population growth and aging because PM2.5 levels have decreased. The results also indicate disparities in premature mortality from IHD among different economic groups in China from 2007 to 2022, with middle-income groups having a higher cumulative proportion of IHD-related premature deaths compared with high- and low-income groups. Despite narrowing GDP gaps across regions from 2007 to 2022, IHD consistently "favored" the middle-income groups. The highest Gini coefficient was observed in the Northwest (0.035), and the lowest was in the South (0.019). Targeted policy interventions are essential to establish a more equitable atmospheric environment.
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页数:16
相关论文
共 49 条
[1]   Long-Term PM2.5 Exposure and Risks of Ischemic Heart Disease and Stroke Events: Review and Meta-Analysis [J].
Alexeeff, Stacey E. ;
Liao, Noelle S. ;
Liu, Xi ;
Van den Eeden, Stephen K. ;
Sidney, Stephen .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2021, 10 (01) :1-22
[2]  
[Anonymous], 2011, Determination of Ambient air PM>10 and PM>2.5 of Gravimetric Method
[3]  
[Anonymous], 2012, Ambient Air Quality Standards
[4]   Global estimates of mortality associated with long-term exposure to outdoor fine particulate matter [J].
Burnett, Richard ;
Chen, Hong ;
Szyszkowicz, Mieczyslaw ;
Fann, Neal ;
Hubbell, Bryan ;
Pope, C. Arden ;
Apte, Joshua S. ;
Brauer, Michael ;
Cohen, Aaron ;
Weichenthal, Scott ;
Coggins, Jay ;
Di, Qian ;
Brunekreef, Bert ;
Frostad, Joseph ;
Lim, Stephen S. ;
Kan, Haidong ;
Walker, Katherine D. ;
Thurston, George D. ;
Hayes, Richard B. ;
Lim, Chris C. ;
Turner, Michelle C. ;
Jerrett, Michael ;
Krewski, Daniel ;
Gapstur, Susan M. ;
Diver, W. Ryan ;
Ostro, Bart ;
Goldberg, Debbie ;
Crouse, Daniel L. ;
Martin, Randall V. ;
Peters, Paul ;
Pinault, Lauren ;
Tjepkema, Michael ;
van Donkelaar, Aaron ;
Villeneuve, Paul J. ;
Miller, Anthony B. ;
Yin, Peng ;
Zhou, Maigeng ;
Wang, Lijun ;
Janssen, Nicole A. H. ;
Marra, Marten ;
Atkinson, Richard W. ;
Tsang, Hilda ;
Thuan Quoc Thach ;
Cannon, John B. ;
Allen, Ryan T. ;
Hart, Jaime E. ;
Laden, Francine ;
Cesaroni, Giulia ;
Forastiere, Francesco ;
Weinmayr, Gudrun .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (38) :9592-9597
[5]   Reliability Analysis of LandScan Gridded Population Data. The Case Study of Poland [J].
Calka, Beata ;
Bielecka, Elzbieta .
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 8 (05)
[6]   Decoding the effect of demographic factors on environmental health based on city-level PM2.5 pollution in China [J].
Cao, Shuhui ;
Wu, Dan ;
Liu, Li ;
Li, Suli ;
Zhang, Shiqiu .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2024, 349
[7]   Mortality and morbidity for cardiopulmonary diseases attributed to PM2.5 exposure in the metropolis of Rome, Italy [J].
De Marco, Alessandra ;
Amoatey, Patrick ;
Khaniabadi, Yusef Omidi ;
Sicard, Pierre ;
Hopke, Philip K. .
EUROPEAN JOURNAL OF INTERNAL MEDICINE, 2018, 57 :49-57
[8]  
Dobson JE, 2000, PHOTOGRAMM ENG REM S, V66, P849
[9]   Association of long-term PM2.5 exposure with mortality using different air pollution exposure models: impacts in rural and urban California [J].
Garcia, Cynthia A. ;
Yap, Poh-Sin ;
Park, Hye-Youn ;
Weller, Barbara L. .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH, 2016, 26 (02) :145-157
[10]   ESTIMATION OF LORENZ-CURVE AND GINI-INDEX [J].
GASTWIRT.JL .
REVIEW OF ECONOMICS AND STATISTICS, 1972, 54 (03) :306-316