Abstract
Potentially toxic elements’ (PTEs; V, Cr, Co, Ni, Cu, Zn, As, Cd, Sb, Pb, and Hg) pollution level was investigated in size-fractionated road dust in Busan Metropolitan City. Health risks to humans (adult and children) were also evaluated in fine particle fraction (< 63 μm) of road dust. PTE concentrations in the fine particles (< 63 μm) were ranked as follows (unit: mg/kg): Zn (2511) > Cu (559) > Cr (531) > Pb (385) > Ni (139) > V (83.8) > Sb (31.6) > Co (21.6) > As (17.2) > Cd (4.1) > Hg (0.38). The PTE concentrations in fine particles (< 63 μm) were significantly higher than those in coarse particles except for V, Co, and As. The mean PTE loadings of fine particle fraction (< 63 μm; 233 mg/m2) in road dust were up to 4.5 times higher than other particle fractions. Igeo values of Sb were higher than 5 except for > 1000-μm fraction, indicating extremely polluted status. PCA results and elemental ratios indicated that most of the PTEs in road dust were derived from non-exhaust traffic-related sources such as brake pads and tires. Cr, Pb, and Sb had higher HI values than other metals for both adults and children. Sampling sites of heavy traffic and industrial areas showed that the carcinogenic risk exceeded the maximum threshold level (10 − 4). Especially in children, the mean carcinogenic risk (ingestion pathway) of As (6.8 × 10 − 4) Cd (2.0 × 10 − 4), and Ni (4.1 × 10 − 4) exceeded the maximum threshold level, indicating that continuous exposure to road dust may pose a high cancer risk to children. Therefore, continuous monitoring and management of these metals are needed to protect human health and the urban environment.
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Data availability
The data that support the findings of this study are available from the corresponding author, upon reasonable request.
References
Adamiec, E., & Jarosz-Kreminska, E. (2019). Human health risk assessment associated with contaminants in the finest fraction of sidewalk dust collected in proximity to trafficked roads. Scientific Reports, 9, 16364. https://doi.org/10.1038/s41598-019-52815-0
Alvarez-Ayuso, E., Otones, V., Murciego, A., Garcia-Sanchez, A., & Regina, I. S. (2012). Antimony, arsenic and lead distribution in soils and plants of an agricultural and impacted by former mining activities. Science of the Total Environment, 439, 35–43. https://doi.org/10.1016/j.scitotenv.2012.09.023
Amato, F., Cassee, F. R., van der Gon, H. A. C. D., Gehrig, R., Gustafsson, M., Hafner, W., Harrison, R. M., Jozwicka, M., Kelly, F. J., Moreno, T., Prevot, A. S. H., Schaap, M., Sunyer, J., & Quero, X. (2014). Urban air quality: The challenge of traffic non-exhaust emissions. Journal of Hazardous Materials, 275, 31–36. https://doi.org/10.1016/j.jhazmat.2014.04.053
Amato, F., Pandolfi, M., Viana, M., Querol, X., Alastuiey, A., & Moreno, T. (2009). Spatial and chemical patterns of PM10 in road dust deposited in urban environment. Atmospheric Environment, 465, 1650–1659. https://doi.org/10.1016/j.atmosenv.2008.12.009
Amato, F., Viana, M., Richard, A., Furger, M., Prevot, A. S. H., Nava, S., Lucarelli, F., Bukowiecki, N., Alastuey, A., Reche, C., Moreno, T., Pandolfi, M., Pey, J., & Querol, X. (2011). Size and time-resolved roadside enrichment of atmospheric particulate pollutants. Atmospheric Chemistry Physics, 11, 2917–2931. https://doi.org/10.5194/acp-11-2917-2011
Bhattacharya, T., Chakraborty, S., Tuteja, D., & Patel, M. (2013). Zinc and chromium load in road dust, suspended particulate matter and foliar dust deposits of Anand City, Gujarat. Open Journal of Metal, 3, 42–50. https://doi.org/10.4236/ojmetal.2013.32A1006
Bowell, R., Alpers, C. N., Jamieson, H., & Nordstrom, D. K. (2014). The environmental geochemistry of arsenic—An overview. Reviews in Mineralogy and Geochemistry, 79, 1–16. https://doi.org/10.2138/rmg.2014.79.1
Charlesworth, S., de Miguel, E., & Ordonez, A. (2011). A review of the distribution of particle trace elements in urban terrestrial environments and its application to considerations of risk. Environmental Geochemistry and Health, 33, 103–123. https://doi.org/10.1007/s10653-010-9325-7
Cheng, X., Huang, Y., Zhang, Z. P., Ni, S. J., & Long, Z. J. (2018). Characteristics, sources, and health risk assessment of trace elements in PM10 at an urban site in Chengdu, Southwest China. Aerosol and Air Quality Research, 18, 357–370. https://doi.org/10.4209/aaqr.2017.03.0112
Corrales, I., Barcelo, J., Bech, J., & Poschenrieder, C. (2014). Antimony accumulation and toxicity tolerance mechanisms in Trifolium, species. Journal of Geochemical Exploration, 147, 167–172. https://doi.org/10.1016/j.gexplo.2014.07.002
Dousova, B., Lhotka, M., Buzek, F., Cejkova, B., Jackova, I., Bednar, V., & Hajek, P. (2020). Environmental interaction of antimony and arsenic near busy traffic nodes. Science of the Total Environment, 702, 134642. https://doi.org/10.1016/j.scitotenv.2019.134642
Du, Y., Gao, B., Zhou, H., Ju, X., Hao, H., & Yin, S. (2013). Health risk assessment of heavy metals in road dusts in urban parks of Beijing, China. Procedia Environmental Sciences, 18, 299–309. https://doi.org/10.1016/j.proenv.2013.04.039
Duong, T. T., & Lee, B. Y. (2011). Determining contamination level of heavy metals in road dust from busy traffic areas with different characteristics. Journal of Environmental Management, 92, 554–562. https://doi.org/10.1016/j.jenvman.2010.09.010
Eulises, C. S. J., Gonzalez-Chavez, M. C. A., Carrillo-Gonzalez, R., Garcia-Cue, J. L., Fernandez-Reynoso, D. S., Noerpel, M., & Scheckel, K. G. (2021). Bioaccessibility of potentially toxic elements in mine residue particles. Environmental Science: Process and Impacts, 23, 736–380. https://doi.org/10.1039/D0EM00447B
EU European Union. (1976). Council Directive 76/464/EEC of 4 May 1976 on pollution caused by certain dangerous substances discharged into the aquatic environment of the community. 129, 23–29.
Fillion, M., Blais, J. M., Yumvihoze, E., Nakajima, M., Workman, P., Osborne, G., & Chan, H. M. (2014). Identification of environmental sources of lead exposure in Nunavut (Canada) using stable isotope analyses. Environmental International, 71, 63–73. https://doi.org/10.1016/j.envint.2014.06.004
Frank, J. J., Poulakos, A. G., Tornero-Velez, R., & Xue, J. (2019). Systematic review and meta-analyses of lead (Pb) concentrations in environmental media (soil, dust, water, food, and air) reported in the United States from 1996 to 2016. Science of the Total Environment, 694, 133489. https://doi.org/10.1016/j.scitotenv.2019.07.295
Ferreira-Baptista, L., & de Miguel, E. (2005). Geochemistry and risk assessment of street dust in Luanda, Angola: A tropical urban environment. Atmospheric Environment, 39, 4501–4512. https://doi.org/10.1016/j.atmosenv.2005.03.026
Filella, M., Belzile, N., & Chen, Y. W. (2002). Antimony in the environment: A review focused on natural waters: I. Occurrence. Earth-Science Reviews, 57, 125–176. https://doi.org/10.1016/S0012-8252(01)00070-8
Garg, B. D., Caddle, S. H., Mulawa, P. A., & Groblicki, P. J. (2000). Brake wear particulate matter emissions. Environmental Science & Technology, 34, 4463–4469. https://doi.org/10.1021/es001108h
Gietl, J. K., Lawrence, R., Thrope, A. J., & Harrison, R. M. (2010). Identification of brake wear particles and derivation of a quantitative tracer for brake dust at a major road. Atmospheric Environment, 44, 141–146. https://doi.org/10.1016/j.atmosenv.2009.10.016
He, M., Wang, X., Wu, F., & Fu, Z. (2012). Antimony pollution in China. Science of the Total Environment, 421–422, 41–50. https://doi.org/10.1016/j.scitotenv.2011.06.009
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. https://doi.org/10.1016/j.chemosphere.2021.129656
Hilliges, R., Endres, M., Tiffert, A., & Brenner, E. (2016). Characterization of road runoff with regards to seasonal variations, particle size distribution and the correlation of fine particles and pollutants. Water Science & Technology, 75, 1169–1176. https://doi.org/10.2166/wst.2016.576
Huang, L., Rad, S., Xu, L., Gui, L., Song, X., Li, Y., Wu, Z., & Chen, Z. (2020). Heavy metals distribution, source, and ecological risk assessment in Huixian wetland. South China. Water, 12, 431. https://doi.org/10.3390/w12020431
Hwang, H. M., Fiala, M. J., Park, D., & Wade, T. L. (2016). Review of pollutants in urban road dust and stormwater runoff: Part 1. Heavy metals released from vehicles. International Journal of Urban Sciences, 20, 334–360. https://doi.org/10.1080/12265934.2016.1193041
Iijima, A., Sato, K., Yano, K., Tago, H., Kato, M., Kimura, H., & Furuta, N. (2007). Particle size and composition distribution analysis of automotive brake abrasion dust for the evaluation of antimony sources of airborne particulate matter. Atmospheric Environment, 41, 4908–4919. https://doi.org/10.1016/j.atmosenv.2007.02.005
Iijima, A., Sato, K., Yano, K., Kato, M., Kozawa, K., & Furuta, N. (2008). Emission factor for antimony in brake abrasion dusts as one of the major atmospheric antimony sources. Environmental Science & Technology, 42, 2937–2942. https://doi.org/10.1021/es702137g
IPCS (Internatioal Programme on Chemical Safety). (2006). Inorganic chromium (VI) compounds. Draft. Concise International Chemical Assessment Document 78. WHO, Geneva.
Jayarathne, A., Egodawatta, P., Ayoko, G. A., & Goonetilleke, A. (2018). Assessment of ecological and human health risks of metals in urban road dust based on geochemical fractionation and potential bioavailability. Science of the Total Environment, 635, 1609–1619. https://doi.org/10.1016/j.scitotenv.2018.04.098
Jeong, H., Choi, J. Y., Lim, J. S., & Ra, K. (2020a). Pollution caused by potentially toxic elements present in road dust from industrial areas in Korea. Atmosphere, 11, 1336. https://doi.org/10.3390/atmos11121366
Jeong, H., Choi, J. Y., Lee, J., Lim, J., & Ra, K. (2020b). Heavy metal pollution by road-deposited sediments and its contribution to total suspended solids in rainfall runoff from intensive industrial areas. Environmental Pollution, 265, 115028. https://doi.org/10.1016/j.envpol.2020.115028
Jeong, H., Choi, J. Y., Lim, J., Shim, W. J., Kim, Y. O., & Ra, K. (2020c). Characterization of the contribution of road deposited sediments to the contamination of the close marine environment with trace metals: Case of the port city of Busan (South Korea). Marine Pollution Bulletin, 161, 111717. https://doi.org/10.1016/j.marpolbul.2020.111717
Johansson, C., Norman, M., & Burman, L. (2009). Road traffic emission factors for heavy metals. Atmospheric Environment, 43, 4681–4688. https://doi.org/10.1016/j.atmosenv.2008.10.024
Kong, S. F., Lu, B., Ji, Y. Q., Zhao, X. Y., Bai, Z. P., Xu, Y. H., Liu, Y., & Jiang, H. (2012). Risk assessment of heavy metals in road and soil dusts within PM2.5, PM10 and PM100 fractions in Dongying city, Shandong Province. China. Journal of Environmental Monitoring, 14, 791–803. https://doi.org/10.1039/C1EM10555H
Krupnova, T. G., Rakova, O. V., Gavrilkina, S. V., Antoshkina, E. G., Baranov, E. O., & Yakimova, O. N. (2020). Road dust trace elements contamination, sources, dispersed composition, and human health risk in Chelyabinsk. Russia. Chemosphere, 261, 127799. https://doi.org/10.1016/j.chemosphere.2020.127799
Kuerban, M., Maihemuti, B., Walli, Y., & Tuerhong, T. (2020). Ecological risk assessment and source identification of heavy metal pollution in vegetable bases of Urumqi, China, using the positive matrix factorization (PMF) method. PLoS ONE, 15, e0230191. https://doi.org/10.1371/journal.pone.0230191
Lanzerstorfer, C. (2018). Heavy metals in the finest size fractions of road-deposited sediments. Environmental Pollution, 239, 522–531. https://doi.org/10.1016/j.envpol.2018.04.063
Lanzerstorfer, C. (2021). Toward more intercomparable road dust studies. Critical Reviews in Environmental Science and Technology, 51, 826–855. https://doi.org/10.1080/10643389.2020.1737472
Li, H. H., Chen, L. J., Yuy, L., Gou, Z. B., Shan, C. Q., Lin, J. Q., Gu, Y. G., Yang, Z. B., Yang, Y. X., Shao, J. R., Zhu, X. M., & Cheng, Z. (2017). Pollution characteristics and risk assessment of human exposure to oral bioaccessibility of heavy metals via urban street dusts from different functional areas in Chendu, China. Science of the Total Environment, 586, 1076–1084. https://doi.org/10.1016/j.scitotenv.2017.02.092
Li, J., Zheng, B., He, Y., Zhou, Y., Chen, X., Ruan, S., Yang, Y., Dai, C., & Tang, L. (2018). Antimony contamination, consequences and removal techniques: A review. Ecotoxicolology and Environmental Safety, 156, 125–134. https://doi.org/10.1016/j.ecoenv.2018.03.024
Lin, C. C., Wu, M. L., Yang, C. C., Ger, J., Tsai, W. J., & Deng, J. F. (2009). Acute severe chromium poisoning after dermal exposure to hexavalent chromium. Journal of the Chinese Medical Association, 72, 219–221. https://doi.org/10.1016/S1726-4901(09)70059-0
Liu, E., Yan, T., Brich, G.F., & Zhu, Y. (2014). Pollution and health risk of potentially toxic metals in urban road dust in Nanjing, a mega-city of China. Science of the Total Environment, 476–477C, 522–531. https://doi.org/10.1016/j.scitotenv.2014.01.055
Logiewa, A., Mizagowicz, A., Krennhuber, K., & Lanzerstofer, C. (2020). Variation in the concentration of metals in road dust size fractions between 2 μm and 2mm: Results from three metallurgical centres in Poland. Archives of Environmental Contamination and Toxicology, 78, 46–59. https://doi.org/10.1007/s00244-019-00686-x
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. Journal of Hazardous Materials, 161, 1058–1062. https://doi.org/10.1016/j.jhazmat.2008.04.052
Ma, L., Aduduwaili, J., & Liu, W. (2019). Spatial distribution and health risk assessment of potentially toxic elements in surface soils of Bosten Lake basin, Central Asia. International Journal of Environmental Research and Public Health, 16, 3741. https://doi.org/10.3390/ijerph16193741
Masto, R. E., Shingh, M. K., Rout, T. K., Kumar, A., Kumar, S., George, J., Selvi, V. A., Dutta, P., Tripathi, R. C., & Srivastave, N. K. (2019). Health risks from PAHs and potentially toxic elements in street dust of a coal mining area in India. Environmental Geochemistry & Health, 41, 1923–1937. https://doi.org/10.1007/s10653-019-00250-5
Mielke, H. W., Gonzales, C. R., Powell, E. T., Laidlaw, M. A. S., Berry, K. J., Mielke, P. W., Jr., & Egendorf, S. P. (2019). The concurrent decline of soil lead and children’s blood lead in New Orleans. Proceedings of the National Academy of Sciences of the United States of America, 116, 22058–22064. https://doi.org/10.1073/pnas.1906092116
Maeaba, W., Prasad, S., & Chandra, S. (2019). First assessment of metals contamination in road dust and roadside soil of Suva City, Fiji. Archives of Environmental Contamination and Toxicology, 77, 249–262. https://doi.org/10.1007/s00244-019-00635-8
Maeaba, W., Kumari, R., & Prasad, S. (2021). Spectroscopic assessment of heavy metals pollution in roadside soil and road dust: A review. Applied Spectroscopy Reviews, 56, 588–611. https://doi.org/10.1080/05704928.2020.1835940
Moryani, H. T., Kong, S., Du, J., & Bao, J. (2020). Health risk assessment of heavy metals accumulated on PM2.5 fractioned road dust from two cities of Pakistan. International Journal of Environmental Research and Public Health, 17, 7124. https://doi.org/10.3390/ijerph17197124
Moya, J., & Phillips, L. (2014). A review of soil and dust ingestion studies for children. Journal of Exposure Science & Environmental Epidemiology, 24, 545–554. https://doi.org/10.1038/jes.2014.17
Müller, G. (1979). Schwermetalle in den Sedimenten des Rheins - Veränderungen seit 1971. Umschau, 79, 778–7837.
Müller, G. (1981). The heavy metal pollution of the sediments of Neckers and its tributary, a stocktaking. Chemiker Zeitung, 150, 157–164.
Najmeddin, A., Keshavarzi, B., Moore, F., & Lahijanzadeh, A. (2018). Source apportionment and health risk assessment of potentially toxic elements in road dust from urban industrial areas of Ahvaz megacity. Iran. Environmental Geochemistry and Health, 40, 1187–1208. https://doi.org/10.1007/s10653-017-0035-2
Naseri, K., Salmani, F., Zeinali, M., & Zeinali, T. (2021). Health risk assessment of Cd, Cr, Cu, Ni and Pb in the muscle, liver and gizzard of hen’s marketed in East of Iran. Toxicology Reports, 8, 53–59. https://doi.org/10.1016/j.toxrep.2020.12.012
Pant, P., Shi, Z., Pope, F. D., & Harrison, R. M. (2017). Characterization of traffic-related particulate matter emissions in a road tunnel in Birmingham, UK: Trace metals and organic molecular markers. Aerosol and Air Quality, 17, 117–130. https://doi.org/10.4209/aaqr.2016.01.0040
Punshon, T., Jackson, B. P., Meharg, A. A., Warczack, T., Scheckel, K., & Guerinot, M. L. (2017). Understanding arsenic dynamics in agronomic systems to predict and prevent uptake by crop plants. Science of the Total Environment, 581–582, 209–220. https://doi.org/10.1016/j.scitotenv.2016.12.111
Ramirez, O., de la Campa, A. M. S., Sanchez-Rodas, D., & de la Rosa, J. D. (2020). Hazardous trace elements in thoracic fraction of airborne particulate matter: Assessment of temporal variations, sources, and health risks in a megacity. Science of the Total Environment, 710, 136344. https://doi.org/10.1016/j.scitotenv.2019.136344
Rudnick, R. I., & Gao, S. (2003). 3.01—Composition of the continental crust. Treatise on Geochemistry, 3, 1–64. https://doi.org/10.1016/B0-08-043751-6/03016-4
Sah, D., Verman, P. K., Kumari, K. M., & Lakhani, A. (2017). Chemical partitioning of fine particle-bound As, Cd, Cr, Ni Co, Pb and assessment of associated cancer risk due to inhalation, ingestion and dermal exposure. Inhalation Toxicology, 29, 1–11. https://doi.org/10.1080/08958378.2017.1406563
Sanders, P. G., Xu, N., Dalka, T. M., & Maricq, M. M. (2003). Airborne brake wear debris: Size distributions, composition, and a comparison of dynamometer and vehicle tests. Environmental Science & Technology, 37, 4060–4069. https://doi.org/10.1021/es034145s
Schnorr, T. M., Steenland, K., Thun, M. J., & Rinsky, R. A. (1995). Mortality in a cohort of antimony smelter workers. American Journal Industrial Medicine, 27, 759–770. https://doi.org/10.1002/ajim.4700270510
Sharmar, P., Bihari, V., Agarwai, S. K., Verman, V., Kesavachandran, C. N., Pangtey, B. S., Mathur, N., Singh, K. P., Srivastava, M., & Goel, S. K. (2012). Groundwater contaminated with hexavalent chromium [Cr (VI)]: A health survey and clinical examination of community inhabitants (Kanpur, India). PLoS ONE, 7, e47877. https://doi.org/10.1371/journal.pone.0047877
Shi, G., Chen, Z., Bi, C., Wang, L., Teng, J., Li, Y., & Xu, S. (2011). A comparative study of health risk of potentially toxic metals in urban and suburban road dust in the most populated city of China. Atmospheric Environment, 45, 764–771. https://doi.org/10.1016/j.atmosenv.2010.08.039
Song, F., & Gao, Y. (2011). Size distributions of trace elements associated with ambient particular matter in the affinity of a major highway in the New Jersey-New York metropolitan area. Atmospheric Environment, 45, 6714–6723. https://doi.org/10.1016/j.atmosenv.2011.08.031
Sun, G., Li, Z., Liu, T., Chen, J., Wu, T., & Feng, X. (2017). Metal exposure and associated health risk to human beings by street dust in a heavily industrialized city of Hunan Province, Central China. International Journal of Environmental Research and Public Health, 14, 261. https://doi.org/10.3390/ijerph14030261
Sutherland, R. A. (2003). Lead in grain size fractions of road-deposited sediment. Environmental Pollution, 121, 229–237. https://doi.org/10.1016/S0269-7491(02)00219-1
Taiwo, A. M., Musa, M. O., Oguntoke, O., Afolabi, T. A., Sadiq, A. Y., Akanji, M. A., & Shehu, M. R. (2020). Spatial distribution, pollution index, receptor modelling and health risk assessment of metals in road dust from Lagos metropolis. Southwestern Nigeria. Environmental Advances, 2, 100012. https://doi.org/10.1016/j.envadv.2020.100012
Taspinar, F., & Bozkurt, Z. (2018). Heavy metal pollution and health risk assessment of road dust on selected highways in Düzce, Turkey. Environmental Forensics, 19, 298–314. https://doi.org/10.1080/15275922.2018.1519736
Thrope, A., & Harrison, R. M. (2008). Sources and properties of non-exhaust particulate matter from road traffic: A review. Science of the Total Environment, 400, 270–282. https://doi.org/10.1016/j.scitotenv.2008.06.007
Tian, S., Liang, T., & Li, K. (2019). Fine road dust contamination in a mining area presents a likely air pollution hotspot and threat to human health. Environmental International, 128, 201–219. https://doi.org/10.1016/j.envint.2019.04.050
Tong, S., Li, H., Wang, L., Tudi, M., & Yang, L. (2020). Concentration, spatial distribution, contamination degree and human health risk assessment of heavy metals in urban soil across China between 2003 and 2019—A systematic review. International Journal of Environmental Research and Public Health, 17, 3099. https://doi.org/10.3390/ijerph17093099
Tchounwou, P., Yedjou, C. G., Patlolla, A. K., & Sutton, D. J. (2012). Heavy metals toxicity and the environment. Experientia Supplementum, 101, 133–164. https://doi.org/10.1007/978-3-7643-8340-4_6
USEPA (U.S. Environmental Protection Agency). (1979). Water related fate of the 129 priority pollutants. U.S., Environmental Protection Agency, Washington, DC.
USEPA (U.S. Environmental Protection Agency). (2001). Risk assessment guidance for superfund. In: Part A, Process for Conducting Probabilistic Risk Assessment. vol. III. EPA 540-R-02–002. Office of Emergency and Remedial Response, Washington, DC, USA. Available at: https://www.epa.gov/risk/risk-assessment-guidance-superfund-rags-volume-iii-part
USEPA (U.S. Environmental Protection Agency). (2002). Child-specific exposure factors handbook. EPA-600-P-00–002B. National Center for Environmental Assessment. Washington, DC. USA.
USEPA (U.S. Environmental Protection Agency). (2011a). Exposure Factors Handbook (Final), EPA/600/R-09/052F. DC, USA.
USEPA (U.S. Environmental Protection Agency). (2011b). The screening level (RSL) tables. Available from: https://www.epa.gov/risk/regional-screening-levels-rsls-generic-tables
Vlasov, D., Kosheleva, N., & Kasimov, N. (2021). Spatial distribution and sources of potentially toxic elements in road dust and its PM10 fraction of Moscow megacity. Science of the Total Environment, 761, 142367. https://doi.org/10.1016/j.scitotenv.2020.143267
Wang, Y., Li, J., Cheng, X., Lun, X. X., Sun, D. Z., & Wang, X. Z. (2014). Estimation of PM10 in the traffic-related atmosphere for three road types in Beijing and Guangzhou, China. Journal of Environmental Sciences, 26, 197–204. https://doi.org/10.1016/S1001-0742(13)60398-8
Wahab, M. I. A., Razak, W. M. A. A., Sahani, M., & Khan, M. F. (2020). Characteristics and health effect of heavy metals on non-exhaust road dusts in Kuala Lump. Science of the Total Environment, 703, 135535. https://doi.org/10.1016/j.scitotenv.2019.135535
Wahid, S. M. S. (2018). Automotive brake wear: A review. Environmental Science and Pollution Research, 25, 174–180. https://doi.org/10.1007/s11356-017-0463-7
Wentworth, C. K. (1992). A scale of grade and class terms for clastic sediments. The Journal of Geology, 30(5), 377–392. https://doi.org/10.1086/622910
Wu, L., Luo, X. S., Li, H., & Cang, L. (2019). Seasonal levels, source and health risks of heavy metals in atmospheric PM2.5 from four functional areas of Nanjing City, eastern China. Atmosphere, 10, 419. https://doi.org/10.3390/atmos10070419
Yang, Y., Vance, M., Tou, F., Tiwari, A., Liu, M., & Hochella, M. F., Jr. (2016). Nanoparticles in road dust from impervious urban surfaces: Distribution, identification, and environmental implications. Environmental Science: Nano, 3, 534. https://doi.org/10.1039/C6EN00056H
Yesilkanat, C. M., & 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 Regional, 25, e00388. https://doi.org/10.1016/j.geodrs.2021.e00388
Zafra, C. A., Temprano, J., & Tejero, I. (2011). Distribution of the concentration of heavy metals associated with the sediment particles accumulated on road surface. Environmental Technology, 32, 997–1008. https://doi.org/10.1080/09593330.2010.523436
Zhang, M., Li, X., Yang, R., Wang, J., Ai, Y., Gao, Y., Zhang, Y., Zhang, X., Yan, X., Liu, B., & Yu, H. (2019). Multipotential toxic metals accumulated in urban soil and street dust from Xining City, NW China: Spatial occurrences, sources and health risk. Archives of Environmental Contamination and Toxicology, 76, 308–330. https://doi.org/10.1007/s00244-018-00592-8
Zhao, H., Li, X., Wang, X., & Tian, D. (2010). Grain size distribution of road-deposited sediments and its contribution of heavy metal pollution in urban runoff in Beijing, China. Journal of Hazardous Materials, 183, 203–210. https://doi.org/10.1016/j.jhazmat.2010.07.012
Zhao, H., Wang, X., & Li, X. (2017). Quantifying grain-size variability of metal pollutants in road-deposited sediments using the coefficient of variation. International Journal of Environmental Research and Public Health, 14, 850. https://doi.org/10.3390/ijerph14080850
Zhao, M., Xu, J., Li, A., Mei, Y., Ge, X., Liu, X., Wei, L., & Xu, Q. (2020). Multiple exposure pathways and urinary chromium in residents exposed to chromium. Environmental International, 141, 105753. https://doi.org/10.1016/j.envint.2020.105753
Zhou, X., Sun, C., Zhu, P., & Liu, F. (2018). Effects of antimony stress on photosynthesis and growth of Acorus calamus. Frontiers in Plant Science, 9, 597. https://doi.org/10.3389/fpls.2018.00579
Zhu, W., Bian, B., & Li, L. (2008). Heavy metal contamination of road-deposited sediments in a medium size of China. Environmental Monitoring and Assessment, 147, 171–181. https://doi.org/10.1007/s10661-007-0108-2
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This study was supported by a grant (PEA0012) from the Korea Institute of Ocean Science and Technology (KIOST).
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Conceptualization, formal analysis and investigation, writing — original draft, writing — review and editing: Hyeryeong Jeong. Methodology, writing — original draft, writing — review and editing, funding acquisition, resources: Kongtae Ra.
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Jeong, H., Ra, K. Source apportionment and health risk assessment for potentially toxic elements in size-fractionated road dust in Busan Metropolitan City, Korea. Environ Monit Assess 194, 350 (2022). https://doi.org/10.1007/s10661-022-10008-9
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DOI: https://doi.org/10.1007/s10661-022-10008-9