Heavy metal levels in the soil near typical coal-fired power plants: partition source apportionment and associated health risks based on PMF and HHRA

被引:5
作者
Jia, Jianli [1 ]
Xiao, Bing [1 ]
Yu, Yan [1 ]
Zou, Yiping [1 ]
Yu, Tian [1 ]
Jin, Shaoyan [1 ]
Ma, Yichi [1 ]
Gao, Xiaolong [1 ]
Li, Xiao [1 ]
机构
[1] China Univ Min & Technol Beijing, Sch Chem & Environm Engn, Beijing 100083, Peoples R China
关键词
Source apportionment; Human health risk; Heavy metals; Power plant soil; Positive matrix factorization; DIFFERENT FUNCTIONAL AREAS; TOTAL MICROBIAL ACTIVITY; STREET DUSTS; POLLUTION CHARACTERISTICS; AGRICULTURAL SOILS; CHINA; MULTIVARIATE; PATHWAYS; WATER;
D O I
10.1007/s10661-022-10823-0
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, five priority metals recommended by the Ministry of Ecology and Environment of China (MEEC) were investigated. In the Bijie region of Guizhou Province, three typical coal-fired power plants were chosen as the research locations. A combination of 24 soil samples was obtained at various distances and depths from the point source of contamination. The authors found that the average contents of As, Cd, Cr, Ni, and Pb were 14.15, 1.52, 16.80, 40.71, and 53.00 mg kg(-1), respectively, with Cd and Pb pollution prominent. In another, soil heavy metal (SHM) content tends to increase or decrease dependently with the increase of sampling distance and depth, with total concentrations ranging from 77.14 to 157.33 mg kg(-1). Combining PCA and PMF models, the number of source factors was determined more clearly and accurately using PCA, and the Q-value of PMF was used for validation. The PCA-PMF indicated that the primary anthropogenic sources were transportation-related activities and emissions from coal combustion. The health risks of SHMs under three different exposure routes were then assessed using the HHRA. The findings showed the five HMs in order of non-carcinogenic risk were As > Pb > Cr > Ni > Cd. The comprehensive non-carcinogenic risk for children under the oral intake route around plant B and C was greater than 1, pointing to a potential health risk to children from the soils. The carcinogenic risk of HM was less than 1.00E-04 for both single-factor and multifactor under all three exposure routes, which is below the tolerable limit.
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页数:16
相关论文
共 68 条
[41]  
Olsen S. R., 1982, Methods of soil analysis. Part 2. Chemical and microbiological properties, P403
[42]   POSITIVE MATRIX FACTORIZATION - A NONNEGATIVE FACTOR MODEL WITH OPTIMAL UTILIZATION OF ERROR-ESTIMATES OF DATA VALUES [J].
PAATERO, P ;
TAPPER, U .
ENVIRONMETRICS, 1994, 5 (02) :111-126
[43]   Soil heavy metal(loid)s and risk assessment in vicinity of a coal mining area from southwest Guizhou, China [J].
Qin Fan-xin ;
Wei Chao-fu ;
Zhong Shou-qin ;
Huang Xian-fei ;
Pang Wen-pin ;
Jiang Xin .
JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2016, 23 (09) :2205-2213
[44]   Bioluminescent most-probable-number monitoring of a genetically engineered bacterium during a long-term contained field release [J].
Ripp, S ;
Nivens, DE ;
Werner, C ;
Sayler, GS .
APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 2000, 53 (06) :736-741
[45]  
SCHNURER J, 1982, APPL ENVIRON MICROB, V43, P1256
[46]   Status of lead accumulation in agricultural soils across China (1979-2016) [J].
Shi, Taoran ;
Ma, Jin ;
Zhang, Yunyun ;
Liu, Chengshuai ;
Hu, Yanbin ;
Gong, Yiwei ;
Wu, Xiao ;
Ju, Tienan ;
Hou, Hong ;
Zhao, Long .
ENVIRONMENT INTERNATIONAL, 2019, 129 (35-41) :35-41
[47]   Pathways of heavy metals contamination and associated human health risk in Ajay River basin, India [J].
Singh, Umesh Kumar ;
Kumar, Balwant .
CHEMOSPHERE, 2017, 174 :183-199
[48]  
Sun Chao Sun Chao, 2009, Research of Environmental Sciences, V22, P60
[49]  
USEPA, 1989, HUMAN HLTH EVALUATIO, VVolume I
[50]  
USEPA, 1986, SUP PUBL HLTH EV