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Contamination, source attribution, and potential health risks of heavy metals in street dust of a metropolitan area in Southern Vietnam

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Abstract

This study investigates distribution, pollution indices, and potential risk assessment for human health and ecology of eight heavy metals in twenty-five street dust samples collected from metropolitan area—Ho Chi Minh City, Vietnam. Results showed that Zn was of the highest concentration (466.4 ± 236.5 mg/kg), followed by Mn (393.9 ± 93.2 mg/kg), Cu (153.7 ± 64.7 mg/kg), Cr (102.4 ± 50.5 mg/kg), Pb (49.6 ± 21.4 mg/kg), Ni (36.2 ± 15.4 mg/kg), Co (7.9 ± 1.9 mg/kg), and Cd (0.5 ± 0.5 mg/kg). The principal component analysis revealed that three sources of heavy metals measured in street dust include vehicular activities (32.38%), mixed source of vehicular and residential activities (26.72%), and mixture of industrial and natural sources (20.23%). The geo-accumulation index values showed levels of non-pollution to moderately pollution for Mn and Co; moderately pollution for Ni; moderately to strongly pollution for Cd, Cr, and Pb; and strongly pollution for Cu and Zn. The potential ecological risk values of all sampling sites were close to the high-risk category. Zn (28.9%), Cu (25.4%), and Mn (24.4%) dominantly contributed to the ecological risk. For non-carcinogenic risk, the hazard quotient values for both children and adults were within a safety level. For carcinogenic risk, the TCRChildren was about 3 times higher than TCRAdults, but still within a tolerable limit (1 × 10−6 to 1 × 10−4) of cancer risk. Cr was a major contribution to potential risks in humans. Such studies on heavy metal in street dust are crucial but are still limited in Vietnam/or metropolitan area in Southeast Asia. Therefore, this study can fill the information gap about heavy metal contaminated street dust in a metropolitan area of Vietnam.

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The data that support the findings of this study are openly available at [DOI].

References

  • Aguilera A, Bautista F, Gutiérrez-Ruiz M, Ceniceros-Gómez AE, Cejudo R, Goguitchaichvili A (2021) Heavy metal pollution of street dust in the largest city of Mexico, sources and health risk assessment. Environ Monit Assess 193:1–16. https://doi.org/10.1007/s10661-021-08993-4

    Article  CAS  Google Scholar 

  • Akhter MS, Madany IM (1993) Heavy metals in street and house dust in Bahrain. Water Air Soil Pollut 66:111–119

    Article  CAS  Google Scholar 

  • Akram W, Morgan Madhuku KS, Awais A, Ahmad I, Arif M, Ahmad I (2014) Roadside dust contamination with toxic metals along industrial area in Islamabad, Pakistan. Nucl Sci Tech 25:30201–030201

    Google Scholar 

  • Alharbi BH, Pasha MJ, Alotaibi MD, Alduwais AK, Al-Shamsi MAS (2020) Contamination and risk levels of metals associated with urban street dust in Riyadh, Saudi Arabia. Environ Sci Pollut Res, 1-13 27:18475–18487. https://doi.org/10.1007/s11356-020-08362-7

    Article  CAS  Google Scholar 

  • Ali IH, Siddeeg SM, Idris AM, Brima EI, Ibrahim KA, Ebraheem SAM, Arshad M (2019) Contamination and human health risk assessment of heavy metals in soil of a municipal solid waste dumpsite in Khamees-Mushait. Saudi Arabia Toxin Reviews:1–14

  • Alsbou EME, Al-Khashman OA (2018) Heavy metal concentrations in roadside soil and street dust from Petra region, Jordan. Environ Monit Assess 190:48. https://doi.org/10.1007/s10661-017-6409-1

    Article  CAS  Google Scholar 

  • Aminiyan MM, Baalousha M, Mousavi R, Aminiyan FM, Hosseini H, Heydariyan A (2018) The ecological risk, source identification, and pollution assessment of heavy metals in road dust: a case study in Rafsanjan, SE Iran. Environ Sci Pollut Res 25:13382–13395

    Article  Google Scholar 

  • Ashaiekh MA, Eltayeb MAH, Ali AH, Ebrahim AM, Salih I, Idris AM (2019) Spatial distribution of total and bioavailable heavy metal contents in soil from agricultural, residential, and industrial areas in Sudan. Toxin Rev 38:93–105. https://doi.org/10.1080/15569543.2017.1419491

    Article  Google Scholar 

  • Bartholomew CJ, Li N, Li Y, Dai W, Nibagwire D, Guo T (2020) Characteristics and health risk assessment of heavy metals in street dust for children in Jinhua, China. Environ Sci Pollut Res 27:5042–5055. https://doi.org/10.1007/s11356-019-07144-0

    Article  CAS  Google Scholar 

  • Bourliva A, Christophoridis C, Papadopoulou L, Giouri K, Papadopoulos A, Mitsika E, Fytianos K (2017) Characterization, heavy metal content and health risk assessment of urban road dusts from the historic center of the city of Thessaloniki, Greece. Environ Geochem Health 39:611–634. https://doi.org/10.1007/s10653-016-9836-y

    Article  CAS  Google Scholar 

  • Chen X, Lu X, Yang G (2012) Sources identification of heavy metals in urban topsoil from inside the Xi'an Second Ringroad, NW China using multivariate statistical methods. Catena 98:73–78. https://doi.org/10.1016/j.catena.2012.06.007

    Article  CAS  Google Scholar 

  • Cheng Z, Chen L-J, Li H-H, Lin J-Q, Yang Z-B, Yang Y-X, Xu X-X, Xian J-R, Shao J-R, Zhu X-M (2018) Characteristics and health risk assessment of heavy metals exposure via household dust from urban area in Chengdu, China. Sci Total Environ 619:621–629

    Article  Google Scholar 

  • Duan Z, Wang J, Cai X, Wu Y, Xuan B (2019) Spatial distribution and human health risk assessment of heavy metals in campus dust: A case study of the university town of Huaxi. Human and Ecological Risk Assessment: An International Journal, 1-14. https://doi.org/10.1080/10807039.2018.1548900

  • 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. https://doi.org/10.1016/j.jenvman.2010.09.010

    Article  CAS  Google Scholar 

  • Duruibe JO, Ogwuegbu M, Egwurugwu J (2007) Heavy metal pollution and human biotoxic effects. International Journal of physical sciences 2:112–118

    Google Scholar 

  • Ewen C, Anagnostopoulou MA, Ward NI (2009) Monitoring of heavy metal levels in roadside dusts of Thessaloniki, Greece in relation to motor vehicle traffic density and flow. Environ Monit Assess 157:483–498. https://doi.org/10.1007/s10661-008-0550-9

    Article  CAS  Google Scholar 

  • Ghanavati N, Nazarpour A, De Vivo B (2019) Ecological and human health risk assessment of toxic metals in street dusts and surface soils in Ahvaz, Iran. Environ Geochem Health 41:875–891. https://doi.org/10.1007/s10653-018-0184-y

    Article  CAS  Google Scholar 

  • GSOVietnam (2019) General statistics office of Vietnam, statistical yearbook of Vietnam, statistical publishing house

  • Gulgundi MS, Shetty A (2018) Groundwater quality assessment of urban Bengaluru using multivariate statistical techniques. Appl Water Sci 8:43. https://doi.org/10.1007/s13201-018-0684-z

    Article  CAS  Google Scholar 

  • Hakanson L (1980) An ecological risk index for aquatic pollution control. A sedimentological approach Water research 14:975–1001. https://doi.org/10.1016/0043-1354(80)90143-8

    Article  Google Scholar 

  • Hien TT, Chi NDT, Nguyen NT, Takenaka N, Huy DH (2019) Current status of fine particulate matter (PM2.5) in Vietnam’s most populous city, Ho Chi Minh City. Aerosol Air Qual Res 19:2239–2251. https://doi.org/10.4209/aaqr.2018.12.0471

    Article  CAS  Google Scholar 

  • Hini G, Eziz M, Wang W, Ili A, Li X (2019) Spatial distribution, contamination levels, sources, and potential health risk assessment of trace elements in street dusts of Urumqi city, NW China. Human and Ecological Risk Assessment: An International Journal, 1-17. https://doi.org/10.1080/10807039.2019.1651629

  • IARC (2014) Agents Classified by the International Agency for Research on Cancer Monographs. 1–109

  • Idris AM, Said TO, Brima EI, Sahlabji T, Alghamdi MM, El-Zahhar AA, Arshad M, El Nemr AM (2019) Assessment of contents of selected heavy metals in street dust from Khamees-Mushait city, Saudi Arabia using multivariate statistical analysis, GIS mapping, geochemical indices and health risk. Fresenius Environ Bull 28:6059–6069

    CAS  Google Scholar 

  • Idris AM, Alqahtani FMS, Said TO, Fawy KF (2020) Contamination level and risk assessment of heavy metal deposited in street dusts in Khamees-Mushait city, Saudi Arabia. Human and Ecological Risk Assessment: an International Journal 26:495–511. https://doi.org/10.1080/10807039.2018.1520596

    Article  CAS  Google Scholar 

  • Jamhari AA, Sahani M, Latif MT, Chan KM, Tan HS, Khan MF, Tahir NM (2014) Concentration and source identification of polycyclic aromatic hydrocarbons (PAHs) in PM10 of urban, industrial and semi-urban areas in Malaysia. Atmos Environ 86:16–27. https://doi.org/10.1016/j.atmosenv.2013.12.019

    Article  CAS  Google Scholar 

  • Joshi UM, Vijayaraghavan K, Balasubramanian R (2009) Elemental composition of urban street dusts and their dissolution characteristics in various aqueous media. Chemosphere 77:526–533. https://doi.org/10.1016/j.chemosphere.2009.07.043

    Article  CAS  Google Scholar 

  • Kabadayi F, Cesur H (2010) Determination of Cu, Pb, Zn, Ni, Co, Cd, and Mn in road dusts of Samsun City. Environ Monit Assess 168:241–253. https://doi.org/10.1007/s10661-009-1108-1

    Article  CAS  Google Scholar 

  • Kamani H, Mirzaei N, Ghaderpoori M, Bazrafshan E, Rezaei S, Mahvi AH (2018) Concentration and ecological risk of heavy metal in street dusts of Eslamshahr, Iran. Human and Ecological Risk Assessment: An International Journal 24:961–970. https://doi.org/10.1080/10807039.2017.1403282

    Article  CAS  Google Scholar 

  • Kengnal P, Megeri M, Giriyappanavar B, Patil RR (2015) Multivariate analysis for the water quality assessment in rural and urban vicinity of Krishna River (India). Asian Journal of Water, Environment and Pollution 12:73–80

    CAS  Google Scholar 

  • Keshavarzi B, Tazarvi Z, Rajabzadeh MA, Najmeddin A (2015) Chemical speciation, human health risk assessment and pollution level of selected heavy metals in urban street dust of Shiraz, Iran. Atmos Environ 119:1–10. https://doi.org/10.1016/j.atmosenv.2015.08.001

    Article  CAS  Google Scholar 

  • Khademi H, Gabarrón M, Abbaspour A, Martínez-Martínez S, Faz A, Acosta J (2020) Distribution of metal (loid) s in particle size fraction in urban soil and street dust: influence of population density. Environmental Geochemistry and Health, 1-14

  • Kyllönen K, Vestenius M, Anttila P, Makkonen U, Aurela M, Wängberg I, Mastromonaco MN, Hakola H (2020) Trends and source apportionment of atmospheric heavy metals at a subarctic site during 1996–2018. Atmos Environ 236:117644. https://doi.org/10.1016/j.atmosenv.2020.117644

    Article  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 456:212–221. https://doi.org/10.1016/j.scitotenv.2013.03.094

    Article  CAS  Google Scholar 

  • Li Q, Zhang H, Guo S, Fu K, Liao L, Xu Y, Cheng S (2020) Groundwater pollution source apportionment using principal component analysis in a multiple land-use area in southwestern China. Environ Sci Pollut Res 27:9000–9011. https://doi.org/10.1007/s11356-019-06126-6

    Article  CAS  Google Scholar 

  • Lu X, Pan H, Wang Y (2017) Pollution evaluation and source analysis of heavy metal in roadway dust from a resource-typed industrial city in Northwest China. Atmospheric Pollution Research 8:587–595. https://doi.org/10.1016/j.apr.2016.12.019

    Article  Google Scholar 

  • Manly BFJ, Alberto JAN (2016) Multivariate statistical methods: a primer. CRC press

  • Masto R, George J, Rout T, Ram L (2017) Multi element exposure risk from soil and dust in a coal industrial area. J Geochem Explor 176:100–107

    Article  CAS  Google Scholar 

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

    Google Scholar 

  • Onjefu SA, Abah J, Nambundunga B (2017) Some heavy metals’ concentrations in roadside dusts at Monte Christo, Windhoek Namibia. International Journal of Environmental Science and Development 8 https://doi.org/10.18178/ijesd.2017.8.9.1032

  • Palomo-Marín MR, Pinilla-Gil E, Calvo-Blázquez L, Querol-Carceller X (2015) Method validation and quality assurance of an ICP-MS protocol for the evaluation of trace and major elements in ambient aerosol samples and application to an air quality surveillance network. Accred Qual Assur 20:17–23. https://doi.org/10.1007/s00769-014-1099-7

    Article  CAS  Google Scholar 

  • Phi TH, Chinh PM, Ly LTM, Thai PK (2017) Spatial distribution of elemental concentrations in street dust of Hanoi, Vietnam. Bull Environ Contam Toxicol 98:277–282. https://doi.org/10.1007/s00128-016-2001-6

    Article  CAS  Google Scholar 

  • Phi TH, Chinh PM, Cuong DD, Ly LTM, Van Thinh N, Thai PK (2018) Elemental concentrations in roadside dust along two national highways in northern Vietnam and the health-risk implication. Arch Environ Contam Toxicol 74:46–55. https://doi.org/10.1007/s00244-017-0477-7

    Article  CAS  Google Scholar 

  • Qadeer A, Saqib ZA, Ajmal Z, Xing C, Khalil SK, Usman M, Huang Y, Bashir S, Ahmad Z, Ahmed S (2020) Concentrations, pollution indices and health risk assessment of heavy metals in road dust from two urbanized cities of Pakistan: Comparing two sampling methods for heavy metals concentration. Sustain Cities Soc 53:101959. https://doi.org/10.1016/j.scs.2019.101959

    Article  Google Scholar 

  • Roy S, Gupta SK, Prakash J, Habib G, Baudh K, Nasr M (2019) Ecological and human health risk assessment of heavy metal contamination in road dust in the National Capital Territory (NCT) of Delhi, India. Environ Sci Pollut Res 26:30413–30425. https://doi.org/10.1007/s11356-019-06216-5

    Article  CAS  Google Scholar 

  • Shabanda IS, Koki IB, Low KH, Zain SM, Khor SM, Bakar NKA (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 Environmental Science and Pollution Research 26:1–19. https://doi.org/10.1007/s11356-019-06718-2

    Article  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. https://doi.org/10.3390/ijerph15010036

    Article  CAS  Google Scholar 

  • Tang Z, Chai M, Cheng J, Jin J, Yang Y, Nie Z, Huang Q, Li Y (2017) Contamination and health risks of heavy metals in street dust from a coal-mining city in eastern China. Ecotoxicol Environ Saf 138:83–91. https://doi.org/10.1016/j.ecoenv.2016.11.003

    Article  CAS  Google Scholar 

  • Trojanowska M, Świetlik R (2019) Investigations of the chemical distribution of heavy metals in street dust and its impact on risk assessment for human health, case study of Radom (Poland). Human and Ecological Risk Assessment: An International Journal 26:1–20. https://doi.org/10.1080/10807039.2019.1619070

    Article  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. https://doi.org/10.1016/j.scitotenv.2016.02.101

    Article  CAS  Google Scholar 

  • USEPA (1994) Method 200.8, Revision 5.4: Determination of trace elements in waters and wastes by inductively coupled plasma – mass spectrometry, United States Environmental Protection Agency. https://www.epa.gov/sites/production/files/2015-08/documents/method_200-8_rev_5-4_1994.pdf

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

  • USEPA (2007a) Estimation of relative bioavailablity of lead in soil and soil-like materialsusing in vivo and in vitro methods. Office of Solid Waste andEmergency Response. U.S. Environmental Protection Agency, Washington, DC

    Google Scholar 

  • USEPA (2007b) SW-846 Test Method 3051A: Microwave assisted acid digestion of sediments, sludges, soils, and oils, United States Environmental Protection Agency. https://www.epa.gov/sites/production/files/2015-12/documents/3051a.pdf.

  • USEPA (2010) Integrated Risk Information System (IRIS); United States Environmental Protection Agency. USEPA. United States Environmental Protection Agency, Washington

    Google Scholar 

  • USEPA (2011) Exposure Factors Handbook: 2011 Edition, Washington, DC, EPA/600/R-09/052F, United State Environmental Protection Agency

  • USEPA (2014) Method 6020B (SW-846): Inductively coupled plasma-mass spectrometry, United States Environmental Protection Agency. https://www.epa.gov/sites/production/files/2015-12/documents/6020b.pdf.

  • Valdez Cerda E, Hinojosa Reyes L, Alfaro Barbosa JM, Elizondo-Martinez P, Acuña-Askar K (2011) Contamination and chemical fractionation of heavy metals in street dust from the Metropolitan Area of Monterrey, Mexico. Environ Technol 32:1163–1172. https://doi.org/10.1080/09593330.2010.529466

    Article  CAS  Google Scholar 

  • Vu CT, Lin C, Nguyen KA, Shern C-C, Kuo Y-M (2018) Ecological risk assessment of heavy metals sampled in sediments and water of the Houjing River, Taiwan. Environ Earth Sci 77:388

    Article  Google Scholar 

  • Wei X, Gao B, Wang P, Zhou H, Lu J (2015) Pollution characteristics and health risk assessment of heavy metals in street dusts from different functional areas in Beijing, China. Ecotoxicol Environ Saf 112:186–192. https://doi.org/10.1016/j.ecoenv.2014.11.005

    Article  CAS  Google Scholar 

  • Xue J, Zartarian V, Moya J, Freeman N, Beamer P, Black K, Tulve N, Shalat S (2007) A meta-analysis of children's hand-to-mouth frequency data for estimating nondietary ingestion exposure. Risk Analysis: An International Journal 27:411–420

    Article  Google Scholar 

  • Yap CK, Pang BH (2011) Assessment of Cu, Pb, and Zn contamination in sediment of north western Peninsular Malaysia by using sediment quality values and different geochemical indices. Environ Monit Assess 183:23–39. https://doi.org/10.1007/s10661-011-1903-3

    Article  CAS  Google Scholar 

  • Yu Y, Ma J, Song N, Wang X, Wei T, Yang Z, Li Y (2016) Comparison of metal pollution and health risks of urban dust in Beijing in 2007 and 2012. Environ Monit Assess 188:657

    Article  Google Scholar 

  • Zhou L, Liu G, Shen M, Hu R, Sun M, Liu Y (2019) Characteristics and health risk assessment of heavy metals in indoor dust from different functional areas in Hefei, China. Environ Pollut 251:839–849. https://doi.org/10.1016/j.envpol.2019.05.058

    Article  CAS  Google Scholar 

  • Živančev JR, Ji Y, Škrbić BD, Buljovčić MB (2019) Occurrence of heavy elements in street dust from sub/urban zone of Tianjin: pollution characteristics and health risk assessment. J Environ Sci Health A 54:999–1010. https://doi.org/10.1080/10934529.2019.1631092

    Article  CAS  Google Scholar 

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Acknowledgments

This work belongs to the project 2021 funded by Ho Chi Minh City University of Technology and Education, Vietnam. The authors would like to thank for joint collaboration of researchers from different Universities. The authors are grateful to Mr. Hong-Thang Nguyen and Mr. Minh-Duc Nguyen for their assistance with sampling during the study. We would like to thank Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam for the support of time for this study.

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Sampling, sample analysis, investigation, software, writing—original draft, writing—review and editing: NgDD and V-TN; data curation, conceptualization, methodology, writing—review and editing: M-HB, LSPN, X-CN; AT-KT, T-T-AN, Y-RJ, T-M-TH, D-HN, H-NB; supervision, conceived, designed the methodology, writing—review and editing: T-D-HV, X-TB, CL.

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Correspondence to Thi-Dieu-Hien Vo.

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Dat, N.D., Nguyen, VT., Vo, TDH. et al. Contamination, source attribution, and potential health risks of heavy metals in street dust of a metropolitan area in Southern Vietnam. Environ Sci Pollut Res 28, 50405–50419 (2021). https://doi.org/10.1007/s11356-021-14246-1

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