Skip to main content

Advertisement

Log in

Pollution characteristics and health risks of heavy metals in road dust in Ma’anshan, China

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Road dust contains various heavy metals, which are re-suspension in the air under the action of wind and other external forces, threatening people’s health all the time. Road dust was collected in the industrial heavy traffic area (IHT), non-industrial heavy traffic area (HT), urban area (UA), and study recreation area (SR) of Ma’anshan. The pollution degree of heavy metals in the four areas was calculated and demonstrated IHT > HT > UA > SR. In addition to the Ni (24.24 mg kg−1)metals, the metals concentrations of Cr (74.14 mg kg−1), Cu (91.8 mg kg−1), Zn (393.03 mg kg−1), Cd (9.93 mg kg−1), and Pb (72.85 mg kg−1) were all higher than the local soil background values. Cu comes from traffic emissions, Pb, Cd, and Zn mainly come from industrial emissions, as well as traffic emissions. While Cr and Ni mainly come from industrial emissions and local soil re-suspension. The non-carcinogenic risk of each heavy metal to children is 10 times higher than that of adults. Among them, the non-carcinogenic risk of Cr, Cd, and Pb to children is close to 1, so great attention should be paid to it. According to the study of enrichment factor (EF) and geo-accumulation index (Igeo), Cd is extremely polluted and it is imperative to reduce Cd pollution.

Graphical abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

Data availability

Not applicable.

References

  • Amato F, Pandolfi M, Viana M, Querol X, Alastuey A, Moreno T (2009) Spatial and chemical patterns of PM 10 in road dust deposited in urban environment. Atmos Environ 43:1650–1659

    CAS  Google Scholar 

  • Van den Berg R (1994) Human exposure to soil contamination: a qualitative and quantitative analysis towards proposals for human toxicological intervention values (partly revised edition). RIVM Report No. 725201011. National Institute of Public Health and Environmental Protection (RIVM), Bilthoven

  • Bian B, Zhu W (2009) Particle size distribution and pollutants in road-deposited sediments in different areas of Zhenjiang, China. Environ Geochem Health 31:511–520

    CAS  Google Scholar 

  • Cai Y, Li F, Zhang J, Zhu X, Li Y, Fu J, Liu C et al (2021) Toxic metals in size-fractionated road dust from typical industrial district: Seasonal distribution, bioaccessibility and stochastic-fuzzy health risk management. Environ Techno Inno 23:101643

    CAS  Google Scholar 

  • Cao S, Duan X, Zhao X, Ma J, Dong T, Huang N, Sun C, He B, Wei F (2014) Health risks from the exposure of children to As, Se, Pb and other heavy metals near the largest coking plant in China. Sci Total Environ 472:1001–1009

    CAS  Google Scholar 

  • Chen Z, Huang Y, Cheng X, Ni S, Wang J, Ren B, Yu Q (2021) Assessment of toxic elements in road dust from Hutou Village, China: implications for the highest incidence of lung cancer. Environ Sci Pollut R 28(2):1850–1865

    CAS  Google Scholar 

  • Cheng Z, Chen LJ, Li HH, Lin JQ, Yang ZB, Yang YX, Xu XX et al (2018) Characteristics and health risk assessment of heavy metals exposure via household dust from urban area in Chengdu, China. Sci Total Environ 619–620:621–629

    Google Scholar 

  • Christoforidis A, Stamatis N (2009) Heavy metal contamination in street dust and roadside soil along the major national road in Kavala’s region. Greece Geo 151:257–263

    CAS  Google Scholar 

  • Del Rio Salas R, Ruiz J, De la O-Villanueva M, Valencia Moreno M, Moreno Rodríguez V, Gómez Alvarez A et al (2012) Tracing geogenic and anthropogenic sources in urban dusts: insights from lead isotopes. Atmos Environ 60:202–210

    Google Scholar 

  • Fan X, Lu X, Yu B, Zuo L, Fan P, Yang Y, Qin Q (2021) Risk and sources of heavy metals and metalloids in dust from university campuses: a case study of Xi’an, China. Environ Res 202:111703

    CAS  Google Scholar 

  • Fang Q, Niu SP, Yu JH (2021) Characterising microplastic pollution in sediments from urban water systems using the diversity index. J Clean Prod 318:128537

    CAS  Google Scholar 

  • Ferrans L, Jani Y, Hogland W (2021) Chemical extraction of trace elements from dredged sediments into a circular economy perspective: Case study on Malmfjärden Bay, south-eastern Sweden. Resour, Environ Sustain 6:100039

    Google Scholar 

  • Ferreira-Baptista L, De Miguel E (2005) Geochemistry and risk assessment of street dust in Luanda, Angola: a tropical urban environment. Atmos Environ 39:4501–4512

    CAS  Google Scholar 

  • Guo GH, Zhang DG, Wang YT (2021) Source apportionment and source-specific health risk assessment of heavy metals in size-fractionated road dust from a typical mining and smelting area, Gejiu, China. Environ Sci Pollut Res 28:9313–9326

    CAS  Google Scholar 

  • Han XF, Lu XW, Qing GLT, Wu YF (2017) Health risks and contamination levels of heavy metals in dusts from parks and squares of an industrial city in semi-arid area of China. Int J Environ Res Pub He 14:886–997

    Google Scholar 

  • Heidari M, Darijani T, Alipour V (2021) Heavy metal pollution of road dust in a city and its highly polluted suburb; quantitative source apportionment and source-specific ecological and health risk assessment. Chemosphere 273:129656

    CAS  Google Scholar 

  • IARC International Agency for Research on Cancer website (2019) Agents classified by the IARC Monographs, Volumes 1–124. https://monographs.iarc.fr/list-of-classifications

  • Jiang Y, Shi L, Guang AL, Mu Z, Zhan H, Wu Y (2018) Contamination levels and human health risk assessment of toxic heavy metals in street dust in an industrial city in Northwest. Environ Geochem Health 40:2007–2020

    CAS  Google Scholar 

  • Kabir M, Kormoker T, Islam M, Khan R, Shammi RS, Tusher TR, Idris AM (2021) Potentially toxic elements in street dust from an urban city of a developing country: ecological and probabilistic health risks assessment. Environ Sci Pollut R 28(40):57126–57148

    CAS  Google Scholar 

  • Karimian H, Li YQ, Chen YL, Wang ZR (2023) Evaluation of different machine learning approaches and aerosol optical depth in PM2.5 prediction. Environ. Res 216(2):114465

    CAS  Google Scholar 

  • Kawajiri K, Tahara K, Uemiya S (2022) Lifecycle assessment of critical material substitution: Indium tin oxide and aluminum zinc oxide in transparent electrodes. Resour, Environ Sustain 7:100047

    Google Scholar 

  • Kolakkandi V, Sharma B, Rana A, Dey S, Rawat P, Sarkar S (2020) Spatially resolved distribution, sources and health risks of heavy metals in size-fractionated road dust from 57 sites across megacity Kolkata, India. Sci Total Environ 705:135805

    CAS  Google Scholar 

  • Krupnova TG, Rakova OV, Gavrilkina SV, Antoshkina EG, Baranov EO, Yakimova ON (2020) Road dust trace elements contamination, sources, dispersed composition, and human health risk in Chelyabinsk, Russia. Chemosphere 261:127799

    CAS  Google Scholar 

  • Li H, Qian X, Hu W, Wang Y, Gao H (2013) Chemical speciation and human health risk of trace metals in urban street dusts from a metropolitan city, Nanjing, SE China. Sci Total Environ 456–457:212–221

    Google Scholar 

  • Li Z, Ma Z, van der Kuijp TJ, Yuan Z, Huang L (2014) A review of soil heavy metal pollution from mines in China: Pollution and health risk assessment. Sci Total Environ 468–469:843–853

    Google Scholar 

  • Li F, Qiu ZZ, Zhang JD, Liu CY, Cai Y, Xiao MS (2017a) Spatial distribution and fuzzy health risk assessment of trace elements in surface water rom Honghu Lake. Inter J Environ Res Pub Heal 14:1011

    Google Scholar 

  • Li HH, Chen LJ, Yu L, Guo ZB, Shan CQ, Lin JQ et al (2017b) Pollution characteristics and risk assessment of human exposure to oral bioaccessibility of heavy metals via urban street dusts from different functional areas in Chengdu, China. Sci Total Environ 586:1076–1084

    CAS  Google Scholar 

  • Li N, Han WZ, Tang J, Bian JM, Sun SY, Song TH (2018) Pollution characteristics and human health risks of elements in road dust in Changchun, China. Int J Env Res Pub He 15(9):1843–1856

    Google Scholar 

  • Liu E, Yan T, Birch G, Zhu Y (2014) Pollution and health risk of potentially toxic metals in urban road dust in Nanjing, a mega-city of China. Sci Total Environ 476–477:522–531

    Google Scholar 

  • Liu L, Liu A, Li Y, Zhang L, Zhang G, Guan Y (2016) Polycyclic aromatic hydrocarbons associated with road deposited solid and their ecological risk: implications for road stormwater reuse. Sci Total Environ 563:190–198

    Google Scholar 

  • Long Z, Zhu H, Bing H, Tian X, Wang Z, Wang X, Wu Y (2021) Contamination, sources and health risk of heavy metals in soil and dust from different functional areas in an industrial city of Panzhihua City, Southwest China. J Hazard Mater 420:126638

    CAS  Google Scholar 

  • Lu X, Wang L, Lei K, Huang J, Zhai Y (2009) Contamination assessment of copper, lead, zinc, manganese and nickel in street dust of Baoji, NW China. J Hazard Mater 161(2–3):1058–1062

    CAS  Google Scholar 

  • Men C, Liu R, Xu F, Wang Q, Guo L, Shen Z (2018) Pollution characteristics, risk assessment, and source apportionment of heavy metals in road dust in Beijing, China. Sci Total Environ 612:138–147

    CAS  Google Scholar 

  • Muller G (1969) Index of geoaccumulation in sediments of the Rhine River. Geo Journal 2:108–118

    Google Scholar 

  • Ordonez A, Loredo J, De Miguel E, Charlesworth S (2003) Distribution of heavy metals in the street dusts and soils of an industrial city in northern Spain. Arch Environ Con Tox 44:160–170

    CAS  Google Scholar 

  • Rahman MS, Khan MDH, Jolly YN, Kabir J, Akter S, Salam A (2019) Assessing risk to human health for heavy metal contamination through street dust in the southeast Asian megacity: Dhaka, Bangladesh. Sci Total Environ 660:1610–1622

    Google Scholar 

  • Shabanda IS, Koki IB, Low KH, Zain SM, Khor SM, Abu Bakar NK (2019) Daily exposure to toxic metals through urban road dust from industrial, commercial, heavy traffic, and residential areas in Petaling Jaya, Malaysia: a health risk assessment. Environ Sci Pollut Res 26:37193–37211

    CAS  Google Scholar 

  • Shabbaj II, Alghamdi MA, Shamy M, Hassan SK, Alsharif MM, Khoder MI (2018) Risk assessment and implication of human exposure to road dust heavy metals in Jeddah, Saudi Arabia. Int J Environ Res Public Health 15:36

    Google Scholar 

  • Shi DQ, Lu XW (2018) Contamination levels and source analysis of heavy metals in the finer particles of urban road dust from Xi’an. China Environ Sci 39:3126–3133

    Google Scholar 

  • Shi T, Wang Y (2021) Heavy metals in indoor dust: Spatial distribution, influencing factors, and potential health risks. Sci Total Environ 755:142367

    CAS  Google Scholar 

  • Soltani N, Keshavarzi B, Moore F, Tavakol T, Lahijanzadeh AR, Jaafarzadeh N, Kermani M (2015) Ecological and human health hazards of heavy metals and polycyclic aromatic hydrocarbons (PAHs) in road dust of Isfahan metropolis, Iran. Sci Total Environ 505:712–723

    CAS  Google Scholar 

  • Sutherland RA (2000) Bed sediment-associated trace metals in an urban stream, Oahu, Hawaii. Environ Geol 39:611–627

    CAS  Google Scholar 

  • Tang ZW, Chai M, Cheng JL, Jin J, Yang YF, Li Y et al (2017) Contamination and health risks of heavy metals in street dust from a coal-mining city in eastern China. Ecotox Environ Safe 138:83–91

    CAS  Google Scholar 

  • Trujillo-González JM, Torres-Mora MA, Keesstra S, Brevik EC, Jiménez-Ballesta R (2016) Heavy metal accumulation related to population density in road dust samples taken from urban sites under different land uses. Sci Total Environ 553:636–642

    Google Scholar 

  • U.S. EPA (1989) Risk assessment guidance for Superfund. In: Human Health Evaluation Manual, vol. I. Office of Solid Waste and Emergency Response; (EPA/540/1–89/002)

  • US DOE (2011) The risk assessment information system (RAIS). Oak Ridge, TN, US Department of Energy’s Oak Ridge Operations Office (ORO), Available online at: https://rais.ornl.gov/.

  • US EPA (1996) Soil screening guidance technical background document; EPA/540/R-95/128. Office of Solid Waste and Emergency Response

  • US EPA (2001) Child-Specific Exposure Factors Handbook; EPA-600-P-00–002B. National Center for Environmental Assessment, Washington, DC, USA

  • US EPA (2011) Integrated risk information system. IRIS, Washington, DC, Available online at. http://www.epa.gov/IRIS/

  • Wang J, Li S, Cui X, Li H, Qian X, Wang C, Sun Y (2016) Bioaccessibility, sources and health risk assessment of trace metals in urban park dust in Nanjing, Southeast China. Ecotox Environ Safe 128:161–170

    CAS  Google Scholar 

  • Wei B, Jiang F, Li X, Mu S (2010) Heavy metal induced ecological risk in the city of Urumqi, NW China. Environ Monit Assess 160:33–45

    CAS  Google Scholar 

  • Xiao Q, Zong YT, Lu SG (2015) Assessment of heavy metal pollution and human health risk in urban soils of steel industrial city (Anshan), Liaoning, Northeast China. Ecotox Environ Safe 120:377–385

    Google Scholar 

  • Yang J, Teng Y, Song L, Zuo R (2016) Tracing sources and contamination assessments of heavy metals in road and foliar dusts in a typical mining city, China. Plos One 11:e0168528

    Google Scholar 

  • Yasmin F, Sakib TU, Emon SZ, Bari L, Sultana GNN (2022) The physicochemical and microbiological quality assessment of Maddhapara hard rock-mine discharged water in Dinajpur, Bangladesh. Resour, Environ Sustain 8:100061

    Google Scholar 

  • Yesilkanat CM, Kobya Y (2021) Spatial characteristics of ecological and health risks of toxic heavy metal pollution from road dust in the Black Sea coast of Turkey. Geoderma Reg 25:e00388

    Google Scholar 

  • Yuan ZW, Luo T, Liu XW et al (2019) Tracing anthropogenic Cadmium emissions: From sources to pollution. Sci Total Environ 676:87–96

    CAS  Google Scholar 

  • Yuan Z, Pang Y, Gao J, Liu X, Sheng H, Zhuang Y (2021) Improving quantification of rainfall runoff pollutant loads with consideration of path curb and field ridge. Resour, Environ Sustain 6:100042

    Google Scholar 

  • Zhang X, Zhong T, Liu L, Ouyang X (2015) Impact of soil heavy metal pollution on food safety in China. PLoS One 10(8):e0135182

    Google Scholar 

  • Zhang J, Wu L, Zhang YJ, Li FH, Fang XZ, Mao HJ (2019) Elemental composition and risk assessment of heavy metals in the PM 10 fractions of road dust and roadside soil. Particuology 44:146–152

    CAS  Google Scholar 

  • Zhao H, Li X, Wang X, Tian D (2010) Grain size distribution of road-deposited sediment and its contribution to heavy metal pollution in urban runoff in Beijing, China. J Hazard Mater 183:203–210

    CAS  Google Scholar 

  • Zhao L, Hu G, Yan Y, Yu R, Cui J, Wang X, Yan Y (2019) Source apportionment of heavy metals in urban road dust in a continental city of eastern China: using Pb and Sr isotopes combined with multivariate statistical analysis. Atmos Environ 201:201–211

    CAS  Google Scholar 

  • Zheng N, Liu J, Wang Q, Liang Z (2010) Health risk assessment of heavy metal exposure to street dust in the zinc smelting district, Northeast of China. Sci Total Environ 408:726–733

    CAS  Google Scholar 

  • Zheng N, Hou S, Wang S, Sun S, An Q, Li P, Li X (2020) Health risk assessment of heavy metals in street dust around a zinc smelting plant in China based on bioavailability and bioaccessibility. Ecotox Environ Safe 197:110617

    CAS  Google Scholar 

  • Zhu X, Yu W, Li F, Liu C, Ma J, Yan J, Tian R et al (2021) Spatio-temporal distribution and source identification of heavy metals in particle size fractions of road dust from a typical industrial district. Sci Total Environ 780:146357

    CAS  Google Scholar 

Download references

Funding

This work was supported by the National Natural Science Foundation of China (No. 52176095), Anhui Provincial Natural Science Foundation (No. 2008085J25).

Author information

Authors and Affiliations

Authors

Contributions

Ya Liu: writing—original draft, conceptualization. Tao Jin: writing—review and editing. Shuihua Yu: writing—review and editing, validation. Huaqiang Chu: writing—review and editing, validation, supervision, and funding acquisition. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Huaqiang Chu.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

The authors declare that they are consent for the publication.

Conflict of interest

The authors declare that they have no competing interests.

Additional information

Responsible Editor: Philippe Garrigues

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Highlights

• The concentration of heavy metals in road dust from different functional areas of Ma’anshan was detected.

• The pollution degree of six heavy metals and the sources of seven metals were analyzed and discussed.

• The health risks of six heavy metals to the human body were calculated and analyzed.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, Y., Jin, T., Yu, S. et al. Pollution characteristics and health risks of heavy metals in road dust in Ma’anshan, China. Environ Sci Pollut Res 30, 43726–43739 (2023). https://doi.org/10.1007/s11356-023-25303-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-023-25303-2

Keywords

Navigation