Health risk assessment of the European inhabitants exposed to contaminated ambient particulate matter by potentially toxic elements

被引:18
作者
Broomandi, Parya [1 ,16 ]
Rodriguez-Seijo, Andres [2 ,3 ,4 ]
Janatian, Nasime [5 ]
Fathian, Aram [6 ,7 ,8 ]
Tleuken, Aidana [1 ]
Mohammadpour, Kaveh [9 ,10 ]
Galan-Madruga, David [11 ]
Jahanbakhshi, Ali [12 ]
Kim, Jong Ryeol [1 ]
Satyanaga, Alfrendo [1 ]
Bagheri, Mehdi [13 ]
Morawska, Lidia [14 ,15 ]
机构
[1] Nazarbayev Univ, Sch Engn & Digital Sci, Dept Civil & Environm Engn, Kabanbay Batyr Ave 53, Nur Sultan 010000, Kazakhstan
[2] Univ Porto, Interdisciplinary Ctr Marine & Environm Res CIIMAR, Terminal Cruzeiros Porto Leixoes, Ave Gen Norton Matos S-N, P-4450208 Matosinhos, Portugal
[3] Univ Porto, Fac Sci, Biol Dept, P-4169007 Porto, Portugal
[4] Univ Vigo, Dept Biol Vexetal Ciencia Solo, Area Edafoloxia Quim Agr, Fac Ciencias Ourense, As Lagoas S-N, Orense 32004, Spain
[5] Tallinn Univ Technol Taltech, Dept Marine Syst, Div Modelling & Remote Sensing, Tallinn, Estonia
[6] Rhein Westfal TH Aachen, Neotecton & Nat Hazards Inst, Aachen, Germany
[7] UNESCO Chair Coastal Geohazard Anal, Res Inst Earth Sci, Tehran, Iran
[8] Univ Calgary, Dept Geosci, Water Sediment Hazards & Earth Surface Dynam water, Calgary, AB, Canada
[9] Kharazmi Univ, Fac Geog Sci, Dept Climatol, Tehran, Iran
[10] ENEA, Italian Natl Agcy New Technol Energy & Sustainable, Climate Change Technol Transfer Developing Countri, Dept Sustainabil,C R Casaccia, I-00123 Rome, Italy
[11] Natl Ctr Environm Hlth, Hlth Inst Carlos 3, Dept Atmospher Pollut, Ctra Majadahonda Pozuelo Km 2-2, Madrid 28220, Spain
[12] Loughborough Univ, Sch Architecture Bldg & Civil Engn, Loughborough, Leicestershire, England
[13] Nazarbayev Univ, Sch Engn & Digital Sci, Dept Elect & Comp Engn, Kabanbay Batyr Ave 53, Nur Sultan 010000, Kazakhstan
[14] Queensland Univ Technol, Sch Earth & Atmospher Sci, Fac Sci, Int Lab Air Qual & Hlth, 2 George St, Brisbane, Qld 4001, Australia
[15] Univ Surrey, Fac Engn & Phys Sci, Global Ctr Clean Air Res, Dept Civil & Environm Engn, Guildford, Surrey, England
[16] Islamic Azad Univ, Dept Chem Engn, Masjed Soleiman Branch, Masjed Soleiman, Iran
关键词
Air pollution; Particulate matter; Inhalation; Health risks; Cancer risk; Potential toxic elements (PTEs); Europe; BACKGROUND PM10 CONCENTRATIONS; HEAVY-METAL CONCENTRATIONS; NETWORK DESIGN PROBLEM; AIR-QUALITY; TRACE-ELEMENTS; SIZE DISTRIBUTION; EMISSIONS; CHILDREN; CITY; DUST;
D O I
10.1016/j.envpol.2023.121232
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
PM10-associated potential toxic elements (PTEs) can enter the respiratory system and cause health problems. In the current study, the health risk indices caused by PM10 inhalation by adults, children, and infants in 158 European cities between 2013 and 2019 were studied to determine if Europeans were adversely affected by carcinogenic and non-carcinogenic factors or not. The Mann-Kendall trend test examined PM10's increasing or decreasing trend. Random Forest analysis was also used to analyse meteorological factors affecting PM10 in Europe. Hazard quotient and cancer risk were estimated using PM10-associated PTEs. Our results showed a decline in continental PM10 concentrations. The correlation between PM10 concentrations and temperature (-0.40), PBLH (-0.39), and precipitation were statistically strong (-0.21). The estimated Pearson correlation coefficients showed a statistically strong positive correlation be-tween As & Pb, As & Cd, and Cd & Pb during 2013-2019, indicating a similar origin. PTEs with hazard quotients below one, regardless of subpopulation type, posed no noncancerous risk to Europeans. The hazard quotient values positively correlated with time, possibly due to elevated PTE levels. In our study on carcinogen pollution in Europe between 2013 and 2019, we found unacceptable levels of As, Cd, Ni, and Pb among adults, children, and infants. Carcinogenic risk rates were highest for children, followed by infants, adult women, and adult men. Therefore, besides monitoring and mitigating PM concentrations, effective control of PM sources is also needed.
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页数:13
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