Abstract
Multi-trace metals/metalloids pollutions prevail in different compartments of the urban environment. Understanding the status of multi-trace metals/metalloids in urban soil and street dust are critical for contaminant control and risks assessment as well as the security development of urban system. In this study, a total of 67 urban soils and 116 street dusts were collected within Xi’an ancient city wall (NW, China) with the purpose of investigating the status of trace metals/metalloids (TMs) like As, Ba, Ce, Co, Cr, Cu, Ga, La, Mn, Nb, Ni, Pb, Rb, Sr, Ti, V, Y, Zn, Zr in comprehensive contaminations and health risks for 0–6 aged children based on the potential ecological risk assessment model and health risk assessment indices. The results illustrated that the strong variation metals of Pb, Co, Cu and Zn associated with anthropogenic sources in terms of traffic and coal combustions discriminated by PMF model, which showed their high contamination levels and potential ecological risks compared to other TMs in related with nature sources. The multi-TMs in urban soils and street dusts posed the significant non-carcinogenic risks of total for children (HItotal > 1), however, the total carcinogenic risks of Cr, Co, As, Ni and Pb were in ignored range. It was noted that the ancient city wall with 12 m height like urn environment would trap the multi-TMs emissions from the sources of traffic, coal combustion, natural and soil resuspension, and would enhance the exposure risks from TMs emissions to children consequently, especially for toxic Cr.
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References
Adachi K, Tainosho Y (2004) Characterization of heavy metal particles embedded in tire dust. Environ Int 30(8):1009–1017
Adamiec E, Jarosz-Krzemińska E, Wieszała R (2016) Heavy metals from non-exhaust vehicle emissions in urban and motorway road dusts. Environ Monit Assess 188:1–11
Adimalla N (2020) Heavy metals contamination in urban surface soils of Medak province, India, and its risk assessment and spatial distribution. Environ Geochem Health 42(1):59–75
Alloway BJ (2013) Heavy Metals in Soils. Springer, Netherlands, p 1
Antoniadis V, Levizou E, Shaheen SM, Ok YS, Sebastian A, Baum C, Prasad MNV, Wenzel WW, RinklebeJ. (2017) Trace elements in the soil-plant interface: phytoavailability, translocation, and phytoremediation–a review. Earth Sci Rev 171:621–645
Barlas N, Akbulut N, Aydogan M (2005) Assessment of heavy metal residues in the sediment and water samples of Uluabat Lake, Turkey. Bull Environ Contam Toxicol 74(2):286–293. https://doi.org/10.1007/s00128-004-0582-y
Benhaddya HM, Hadjel LM (2014) Contamination levels assessment of heavy metals in road dust deposited in various types of urban traffic: a case study of Hassi Messaoud City (Algeria). World Review of Sci Technol Sustain Dev 11(3–4):197–218
Brady NC, Weil RR (2002) The Nature and Properties of Soils, 13th edn. Prentice Hall, Upper Saddle River, NJ
Charlesworth S, Everett M, McCarthy R, Ordonez A, de Miguel E (2003) A comparative study of heavy metal concentration and distribution in deposited street dusts in a large and a small urban area: Birmingham and Coventry, West Midlands. UK Environ Int 29(5):563–573. https://doi.org/10.1016/s0160-4120(03)00015-1
Chen YE, Yuan S, Su YQ, Wang L (2010) Comparison of heavy metal accumulation capacity of some indigenous mosses in Southwest China cities: a case study in Chengdu city. Plant Soil Environ 56(56):60–66
Chen HY, Teng YG, Lu SJ, Wang YY, Wang JS (2015) Contamination features and health risk of soil heavy metals in China. Sci Total Environ 512:143–153. https://doi.org/10.1016/j.scitotenv.2015.01.025
Chen XC, Zhu XH, Lin BG et al (2019) Children’s non-carcinogenic health risk assessment of heavy metals exposure to residential indoor dust around an e-waste dismantling area in South China. Zhonghua Yu Fang Yi Xue Za Zhi [chinese J of Prev Med] 53(4):360–364. https://doi.org/10.3760/cma.j.issn.0253-9624.2019.04.006
Cheng H, Min YK, L, Xiaomeng LC, (2014) Geochemical background and baseline value of chemical elements in urban soil in China. Geosci Front 21:265–306. https://doi.org/10.13745/j.esf.2014.03.028
Damjan B, Marjan R, Aleksandra Krivograd KI (2011) Negative impact of endocrine-disrupting compounds on human reproductive health. Reprod Fertil Dev 23(3):403–416
Duong TTT, Lee BK (2011) Determining contamination level of heavy metals in road dust from busy traffic areas with different characteristics. J Environ Manag 92:554–562
Elom N (2012) Human health risk assessment of potentially toxic elements (PTEs) from environmental matrices. Northumbria University
Font O, Querol X, Huggins EF, Chimenos MJ, Fernandez AI, Burgos S, Pena FG (2005) Speciation of major and selected trace elements in IGCC fly ash. Fuel 84:1364–1371
Fukushima M, Ishizaki A, Sakamoto M, Hayashi E (1970) On distribution of heavy metals in rice field soil in the “Itai-itai” disease epidemic district. Nihon Eiseigaku Zasshi Japanese J Hyg 24(5):526–535
Gabarrón M, Faz A, Acosta JA (2017) Soil or dust for health risk assessment studies in urban environment. Arch Environ Contam Toxicol 73(3):1–14
Ghafghazi G, Hatzopoulou M (2014) Simulating the environmental effects of isolated and area-wide traffic calming schemes using traffic simulation and microscopic emission modelling. Transp J 41:633–649
Gomez B, Palacios MA, Gomez M et al (2002) Levels and risk assessment for humans and ecosystems of platinum-group elements in the airborne particles and road dust of some European cities. Sci Total Environ 299(1–3):1–19. https://doi.org/10.1016/s0048-9697(02)00038-4
Gu YG, Gao YP (2018) Bioaccessibilities and health implications of heavy metals in exposed-lawn soils from 28 urban parks in the megacity Guangzhou inferred from an in vitro physiologically-based extraction test. Ecotoxicol Environ Saf 148:747–753. https://doi.org/10.1016/j.ecoenv.2017.11.039
Haar GT, Aronow R (1975) Tracer studies of ingestion of dust by urban children. Environ Qual Saf Suppl 2:197–201
Hakanson L (1980) An ecological risk index for aquatic pollution control a sedimentological approach. Water Res 14(8):975–1001
Hope BK (2006) An examination of ecological risk assessment and management practices. Environ Int 32(8):983–995
Hopke PK (2003) Recent developments in receptor modeling. J Chem 17:255–265
Hu K-l, Li B-g, Lu Y-z, Zhang F-r (2004) Comparison of various spatial interpolation methods for non-stationary regional soil mercury content. Huan Jing Ke Xue= Huanjing Kexue 25(3):132–137
Hui TA, Peixuan DU (2006) Mineral composition of road dust with different grain diameter in Xi’an. Enuivon Sci Technol 29(7):26
Jin YL, O’Connor D, Ok YS, Tsang DCW, Liu A, Hou DY (2019) Assessment of sources of heavy metals in soil and dust at children’s playgrounds in Beijing using GIS and multivariate statistical analysis. Environ Int 124:320–328. https://doi.org/10.1016/j.envint.2019.01.024
Kusinm FM, Azanim NNM, Hasan SNMS, SulongN A (2018) Distribution of heavy metals and metalloid in surface sediments of heavily-mined area for bauxite ore in Pengerang, Malaysia and associated risk assessment. CATENA 165:454–464
Li X, Feng L (2010) Spatial distribution of hazardous elements in urban topsoils surrounding Xi’an industrial areas, (NW, China): controlling factors and contamination assessments. J Hazard Mater 174(1):662–669
Li X, Feng L (2012a) Multivariate and geostatistical analyzes of metals in urban soil of Weinan industrial areas. Northwest China Atmos Environ 47(47):58–65
Li XP, Feng LN (2012b) Multivariate and geostatistical analyzes of metals in urban soil of Weinan industrial areas, Northwest of China. Atmos Environ 47:58–65. https://doi.org/10.1016/j.atmosenv.2011.11.041
Li R, Cai G, Wang J, Wei O, Cheng H, Lin C (2014a) Contents and chemical forms of heavy metals in school and roadside topsoils and road-surface dust of Beijing. J Soils Sediments 14(11):1806–1817
Li X, Feng L, Huang C, Yan X, Zhang X (2014b) Chemical characteristics of atmospheric fallout in the south of Xi’an during the dust episodes of 2001–2012 (NW China). Atmos Environ 83:109–118
Li XP, Wu T, Bao HX et al (2017b) Potential toxic trace element (PTE) contamination in Baoji urban soil (NW China): spatial distribution, mobility behavior, and health risk. Environ Sci Pollut Res 24(24):19749–19766. https://doi.org/10.1007/s11356-017-9526-z
Li JK, Zhang D, Zhou P, Liu Q-L (2018a) Assessment of heavy metal pollution in soil and its bioaccumulation by dominant plants in a lead-zinc mining area. Nanjing Huanjing Kexue 39(8):3845–3853. https://doi.org/10.13227/j.hjkx.201712086
Li X, Zhang M, Gao Y et al (2018b) Urban street dust bound 24 potentially toxic metal/metalloids (PTMs) from Xining valley-city, NW China: spatial occurrences, sources and health risks. Ecotoxicol Environ Saf 162:474–487
Li CF, Wang F, Cao WT, Pan J, Lü JS, Wu QY (2017a) Source analysis, spatial distribution and pollution assessment of heavy metals in sewage irrigation area farmland soils of Longkou city. Huan Jing Ke Xue= Huanjing Kexue 38(3):1018
Liang J, Wu HB, Wang XX (2019) Distribution characteristics and health risk assessment of heavy metals and PAHs in the soils of green spaces in Shanghai, China. Environ Monitor Assess 191:345. https://doi.org/10.1007/s10661-019-7476-2
Manno E, Varrica D, Dongarra G (2006) Metal distribution in road dust samples collected in an urban area close to a petrochemical plant at Gela. Sicily Atmos Environ 40(30):5929–5941
Manousakas M, Papaefthymiou H, Diapouli E, Migliori A, Karydas AG, Bogdanovic-Radovic I, Eleftheriadis K (2017) Assessment of PM2.5 sources and their corresponding level of uncertainty in a coastal urban area using EPA PMF 5.0 enhanced diagnostics. Sci Total Environ 574:155–164
Mazzei F, D’Alessandro A, Lucarelli F, Nava S, Prati P, Valli G, Vecchi R (2008) Characterization of particulate matter sources in an urban environment. Sci Total Environ 401(1–3):81–89
Ni Z, Lu X, Chao S, Xue X (2015) Multivariate statistical analysis of heavy metals in less than 100 μm particles of street dust from Xining. China Environ Earth Sci 73(5):2319–2327
Ozaki H, Watanabe I, Kuno K (2004) Investigation of the heavy metal sources in relation to automobiles. Water Air Soil Pollut 157(1–4):209–223
Ozan DY, Omar A, Gurdal T (2008) Multivariate statistics to investigate metal contamination in surface soil. J Environ Manag 86:581–594
Paatero P (1997) Least squares formulation of robust non-negative factor analysis. Chemom Intell Lab Sys 37:23–35
Paatero P, Tapper U (1994) Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 5:111–126
Page A.L. 1974. Fate and Effects of Trace Elements in Sewage Sludge when Applied to Agricultural Lands. EPA Document #670/2–74–005
Pant P, Harrison RM (2013) Estimation of the contribution of road traffic emissions to particulate matter concentrations from field measurements: a review. Atmos Environ 77:78–97
Perrino C, Canepari S, Catrambone M, Dalla Torre S, Rantica E, Sargolini T (2009) Influence of natural events on the concentration and the chemical composition of atmospheric particulate matter. Atmos Environ 43:4766–47790
Rinklebe J, Antoniadis V, Shaheen SM, Rosche O, Altermann M (2019) Health risk assessment of potentially toxic elements in soils along the Central Elbe River. Germany Environ Int 126:76–88
Sawut R, Kasim N, Maihemuti B et al (2018) Pollution characteristics and health risk assessment of heavy metals in the vegetable bases of northwest China. Sci Total Environ 642:864–878
Sharma S, Prasad FM (2010) Accumulation of lead and cadmium in soil and vegetable crops along major highways in Agra (India). J Chem 7(4):1174–1183
Shi Dongqi Lu, Xinwei, (2018) Accumulation degree and source apportionment of trace metals in smaller than 63μm road dust from the areas with different land uses: A case study of Xi’an, China. Sci Total Environ 636:1211–1218
Song Y, Li H, Li J et al (2018) Multivariate linear regression model for source apportionment and health risk assessment of heavy metals from different environmental media. Ecotoxicol Environ Saf 165:555–563. https://doi.org/10.1016/j.ecoenv.2018.09.049
Us Epa S (1996) Soil Screening Guidance: Technical Background Document | Superfund | US EPA
Valotto G, Rampazzo G, Visin F, Gonella F, Cattaruzza E, Glisenti A, Formenton G, Tieppo P (2015) Environmental and traffic-related parameters affecting road dust composition: a multi-technique approach applied to Venice area (Italy). Atmos Environ 122:596–608
Wang Y, Chen Y, Li Z (2012) Contamination pattern of heavy metals in Chinese urban soils. Environ Chem 31(6):763–770
Wei B, Yang L (2010) A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China. Microchem J 94(2):99–107
Wichmann H, Anquandah GAK, Schmidt C, Zachmann D, Bahadir MA (2007) Increase of platinum group element concentrations in soils and airborne dust in an urban area in Germany. Sci Total Environ 388:121–127
Wiseman CLS, Zereini F, Puttmann W (2015) Metal and metalloid accumulation in cultivated urban soils: A medium-term study of trends in Toronto, Canada. Sci Total Environ 538:564–572. https://doi.org/10.1016/j.scitotenv.2015.08.085
Wu J, Song J, Li W, Zheng M (2016) The accumulation of heavy metals in agricultural land and the associated potential ecological risks in Shenzhen, China. Environ Sci Pollut Res Int 23(2):1428
Yang T, Liu Q, Chan L, Cao G (2010) Magnetic investigation of heavy metals contamination in urban topsoils around the East Lake, Wuhan, China. Geophys J Roy Astron Soc 171(2):603–612
Yang Z, Wang L, Zhai H, Zhao J, Lu W (2015) Study on health risk of potentially toxic metals in near-surface urban dust in Changchun City. China Environ Sci 35(4):1247–1255
Yang Y, Christakos G, Guo M, Xiao L, Huang W (2017) Space-time quantitative source apportionment of soil heavy metal concentration increments. Environ Pollut 223:560–566
Yang Q, Li Z, Lu X, Duan Q, Huang L, Bi J (2018) A review of soil heavy metal pollution from industrial and agricultural regions in China: Pollution and risk assessment. Sci Total Environ 642:690–700
Ying L, Lei S, Chen X (2016) Assessment of heavy metal pollution and human health risk in urban soils of the coal mining city, Huainan, East China. Hum Ecol Risk Assess Int J 22(6):1359–1374
Yue-Feng L, Hua S (2019) Spatial differentiation characteristics, pollution evaluation, and source analysis of heavy metals in farmland soil in a county in northern Zhejiang Province China. J Agro-Environ Sci 38(1):95–102
Zhang M, Li X, Yang R et al (2019) Multipotential toxic metals accumulated in urban soil and street dust from Xining city, NW China: spatial occurrences, sources, and health risks. Archives Environ Contam Toxicol 76(2):308–330
Zhang M, Wang H (2008) Distinguishing different sources of heavy metals in soils on the coastal plain of Eastern Zhejiang Province. Acta Sci Circum 28(10):1946–1954
Zhao XJ, Zhuang GS, Wang ZF, Sun YL, Wang Y, Yuan H (2007) Variation of sources and mixing mechanism of mineral dust with pollution aerosol - revealed by the two peaks of a super dust storm in Beijing. Atmos Res 84(3):265–279. https://doi.org/10.1016/j.atmosres.2006.08.005
Zheng N, Liu JH, Wang QC, Liang ZZ (2010) Health risk assessment of heavy metal exposure to street dust in the zinc smelting district, Northeast of China. Sci Total Environ 408(4):726–733. https://doi.org/10.1016/j.scitotenv.2009.10.075
Zheng-qi X, Shi-jun N, Xian-guo T, Cheng-jiang Z (2008) Calculation of heavy metals’ toxicity coefficient in the evaluation of potential ecological risk index. Environ Sci Technol 2(8):31
Zoller WH, Gladney ES, Duce RA (1974) Atmospheric concentrations and sources of trace metals at the South pole. Science (new York, NY) 183(4121):198–200. https://doi.org/10.1126/science.183.4121.198
Acknowledgements
The authors gratefully acknowledge the financial support of the National Natural Science Foundation of China (41877517, 41471420), the project of International Science and Technology Innovation and Cooperation Base (2018GHJD-16), Key Research and Development Program of Shaanxi, China (2021KWZ-29) and Fundamental Research Funds for the Central Universities (GK202102007 and 2020CBLZ008).
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Prof. Dr. XL: conceived and designed the experiments, organized and revised the manuscript. YZ: wrote the draft. JW: performed the determination experiments. JD: for software for plots and Bin Liu for soil and dust collection. YC and TL: assisted data processing. YZ and JD: are both for the first author. All authors have given approval to the final version of the manuscript.
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Zhang, Y., Dong, J., Li, X. et al. Comprehensive investigation of multi-trace metals/metalloids in urban soil and street dust within Xi’an ancient city wall (NW, China). Environ Earth Sci 80, 587 (2021). https://doi.org/10.1007/s12665-021-09812-2
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DOI: https://doi.org/10.1007/s12665-021-09812-2