Abstract
It is evident from the past studies that dust fallout is a severe concern due to its impact to urban air quality and public health. This study mainly examines the spatial and seasonal variation of dustfall at ambient levels and chemical characterization of its insoluble fraction for Kharagpur Town, India. Dustfall samples were collected monthly for 1 year (July 2014 to June 2015) from four sampling sites. The results showed that the maximum dustfall deposition is found during summer (March to June) and in the range of 2.01 ± 0.36 to 15.74 ± 3.83 ton km−2 month−1, and minimum deposition is during monsoon season (July to October) in the range of 0.42 ± 0.72 to 7.38 ± 5.8 ton km−2 month−1. Selected metals like Sc, V, Cr, Co, Ni, Zn, Y, Zr, Ce, Hf, and Pb were analyzed using the high-resolution inductively coupled mass spectrometer (HR-ICP-MS) technique, and the contamination level of heavy metals was assessed using the geoaccumulation index (Igeo) and enrichment factor (EF). To estimate the sources for the metallic contaminants, principal component analysis (PCA) was conducted. The US EPA health risk assessment model was applied to determine the hazard index and hazard quotient values. The results show the significant level of enrichment for Pb (EF = 41.79) and Cr (EF = 4.39). The Igeo values point out moderate contamination by Pb (Igeo = 2.01) and Cr (Igeo = 1.6) in Kharagpur Town. This study suggests that in the context of noncancer risk of heavy metals as determined by the hazard index (HI) and hazard quotient (HQ) values, ingestion is the main source of exposure to dust in adults and children followed by dermal contact. Considering the inhalation route, carcinogenic risk level of Cr, Co, and Ni for adults and children is lower than the EPA’s safe limit (10−6 to 10−4), indicating that cancer risk of these metals due to exposure to dustfall in Kharagpur is negligible.
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References
Adachi K, Tainosho Y (2004) Characterization of heavy metal particles embedded in tire dust. Environ Int 30:1009–1017. https://doi.org/10.1016/j.envint.2004.04.004
Adachi K, Tainosho Y (2005) Single particle characterization of size-fractionated road sediments. Appl Geochem 20:849–859. https://doi.org/10.1016/j.apgeochem.2005.01.005
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. https://doi.org/10.1007/s10661-016-5377-1
Al-Harbi M (2015) Characteristics and composition of the falling dust in urban environment. Int J Environ Sci Technol 12:641–652. https://doi.org/10.1007/s13762-013-0440-8
Al-Khashman OA (2007) Determination of metal accumulation in deposited street dusts in Amman. Jordan Environ Geochem Health 29:1–10. https://doi.org/10.1007/s10653-006-9067-8
Al-Khashman OA (2013) Assessment of heavy metals contamination in deposited street dusts in different urbanized areas in the city of Ma’an, Jordan. Environ Earth Sci 70:2603–2612. https://doi.org/10.1007/s12665-013-2310-6
Al-Momani IF (2003) Trace elements in atmospheric precipitation at Northern Jordan measured by ICP-MS: acidity and possible sources. Atmos Environ 37:4507–4515. https://doi.org/10.1016/S1352-2310(03)00562-4
Apeagyei E, Bank MS, Spengler JD (2011) Distribution of heavy metals in road dust along an urban-rural gradient in Massachusetts. Atmos Environ 45:2310–2323. https://doi.org/10.1016/j.atmosenv.2010.11.015
Arslan M, Boybay MA (1990) Study on the characterization of dustfall. Atmos Environ A Gen 24:2667–2671. https://doi.org/10.1016/0960-1686(90)90146-E
ASTM (2004) Standard test method for collection and measurement of dustfall (settleable particulate matter). American Society for Testing and Materials—ASTM D1739/ 98
Atiemo MS, Ofosu GF, Kuranchie-Mensah H, Tutu AO, Palm ND, Blankson SA (2011) Contamination assessment of heavy metals in road dust from selected roads in Accra, Ghana. Res J Environ Earth Sci 3:473–480
Balakrishna G, Pervez S (2009) Source apportionment of atmospheric dust fallout in an urban-industrial environment in India. Aerosol Air Qual Res 9:359–367. https://doi.org/10.4209/aaqr.2008.12.0065
Banerjee ADK (2003) Heavy metal levels and solid phase speciation in street dusts of Delhi India. Environ Pollut 123:95–105. https://doi.org/10.1016/S0269-7491(02)00337-8
Barrio-Parra F, De Miguel E, Lázaro-Navas S, Gómez A, Izquierdo M (2018) Indoor dust metal loadings: a human health risk assessment. Expo Health 10:41–50. https://doi.org/10.1007/s12403-017-0244-z
Buat-Menard P, Chesselet R (1979) Variable influence of the atmospheric flux on the trace metal chemistry of oceanic suspended matter. Earth Planet Sci Lett 42:399–411. https://doi.org/10.1016/0012-821X(79)90049-9
Chate DM, Pranesha TS (2004) Field studies of scavenging of aerosols by rain events. J Aerosol Sci 35:695–706. https://doi.org/10.1016/j.jaerosci.2003.09.007
Church TM, Scudlark JR (1998) Trace metals in estuaries: a Delaware Bay synthesis. In: Allen HE, Garrison AW, Luther III GW (ed) Metal speciation and contamination of surface water, 3rd edn. Ann Arbor Press, Inc, Chelsea, pp. 1–21
Crabtree GW (2005) Dust fall on the southern high plains of Texas. Dissertation, Texas Tech University
Dasgupta T (1983) Investigation for lays in the Midnapore district, West Bengal. Geological survey of India. https://employee.gsi.gov.in/cs/groups/public/documents/document/b3zp/mtix/~edisp/dcport1gsigovi121729.pdf. Accessed 26
Duong TT, 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
Faiz Y, Tufail M, Javed MT, Chaudhry MM (2009) Road dust pollution of Cd, Cu, Ni, Pb and Zn along Islamabad Expressway, Pakistan. Microchem J 92:186–192. https://doi.org/10.1016/j.microc.2009.03.009
Ferreira-Baptista L, De Miguel E (2005) Geochemistry and risk assessment of street dust in Luanda, Angola: a tropical urban environment. Atmos Environ 39:4501–45312. https://doi.org/10.1016/j.atmosenv.2005.03.026
Freiman MT, Hirshel N, Broday DM (2006) Urban-scale variability of ambient particulate matter attributes. Atmos Environ 40:5670–5684. https://doi.org/10.1016/j.atmosenv.2006.04.060
Ghosh S, Guchhait SK (2015) Characterization and evolution of laterites in West Bengal: implication on the geology of Northwest Bengal Basin. Transactions 37:93–119
Gope M, Masto RE, George J, Hoque RR, Balachandran S (2017) Bioavailability and health risk of some potentially toxic elements (Cd, Cu, Pb and Zn) in street dust of Asansol, India. Ecotoxicol Environ Saf 138:231–241. https://doi.org/10.1016/j.ecoenv.2017.01.008
Green LC, Armstrong SR (2003) Particulate matter in ambient air and mortality: toxicologic perspectives. Regul Toxicol Pharmacol 38:326–335. https://doi.org/10.1016/S0273-2300(03)00099-0
Guo J, Xu Q, Jing W-H (2006) The changing law and trend of dustfall in Beijing during the recent years. Environ Monitor China 22:49–52 (in Chinese)
Gurugubelli B, Pervez S, Tiwari S (2013) Characterization and spatiotemporal variation of urban ambient dust fallout in Central India. Aerosol Air Qual Res 13:83–96. https://doi.org/10.4209/aaqr.2012.06.0141
Han Y, Cao J, Posmentier ES, Fung K, Tian H, An Z (2008) Particulate-associated potentially harmful elements in urban road dusts in Xi’an, China. Appl Geochem 23:835–845. https://doi.org/10.1016/j.apgeochem.2007.09.008
Hao J, He D, Wu Y, Fu L, He K (2000) A study of the emission and concentration distribution of vehicular pollutants in the urban area of Beijing. Atmos Environ 34:453–465. https://doi.org/10.1016/S1352-2310(99)00324-6
Holnicki P, Kałuszko A, Nahorski Z, Stankiewicz K, Trapp W (2017) Air quality modeling for Warsaw agglomeration. Arch Environ Prot 43:48–64. https://doi.org/10.1515/aep-2017-0005
Hu X, Zhang Y, Luo J, Wang T, Lian H, Ding Z (2011) Bioaccessibility and health risk of arsenic, mercury and other metals in urban street dusts from a mega-city, Nanjing, China. Environ Pollut 159:1215–1221. https://doi.org/10.1016/j.envpol.2011.01.037
Huang S, Tu J, Liu H, Hua M, Liao Q, Feng J, Weng Z, Huang G (2009) Multivariate analysis of trace element concentrations in atmospheric deposition in the Yangtze River Delta, East China. Atmos Environ 43:5781–5790. https://doi.org/10.1016/j.atmosenv.2009.07.055
Jaradat QM, Momani KA, Jbarah AA, Massadeh A (2004) Inorganic analysis of dust fall and office dust in an industrial area of Jordan. Environ Res 96:139–144. https://doi.org/10.1016/j.envres.2003.12.005
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
Katz M (1969) Measurement of air pollutants—guide to selection of methods. World Health Organization, Geneva
Khorshid MSH, Thiele-Bruhn S (2016) Contamination status and assessment of urban and non-urban soils in the region of Sulaimani City, Kurdistan, Iraq. Environ Earth Sci 75:1171. https://doi.org/10.1007/s12665-016-5972-z
Khuzestani RB, Souri B (2013) Evaluation of heavy metal contamination hazards in nuisance dust particles, in Kurdistan Province, western Iran. J Environ Sci 25:1346–1354. https://doi.org/10.1016/S1001-0742(12)60147-8
Kong S, Lu B, Ji Y, Zhao X, Bai Z, Xu Y, 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. J Environ Monit 14:791–803. https://doi.org/10.1039/C1EM10555H
Kumar S (2013) Appraisal of heavy metal concentration in selected vegetables exposed to different degrees of pollution in Agra, India. Environ Monit Assess 185:2683–2690. https://doi.org/10.1007/s10661-012-2739-1
Kurt-Karakus PB (2012) Determination of heavy metals in indoor dust from Istanbul, Turkey: estimation of the health risk. Environ Int 50:47–55. https://doi.org/10.1016/j.envint.2012.09.011
Leung AO, Duzgoren-Aydin NS, Cheung KC, Wong MH (2008) Heavy metals concentrations of surface dust from e-waste recycling and its human health implications in Southeast China. Environ Sci Technol 42:2674–2680. https://doi.org/10.1021/es071873x
Li X, Poon CS, Liu PS (2001) Heavy metal contamination of urban soils and street dusts in Hong Kong. Appl Geochem 16:1361–1368. https://doi.org/10.1016/S0883-2927(01)00045-2
Li HH, Chen LJ, Yu L, Guo ZB, Shan CQ, Lin JQ, Gu YG, Yang ZB, Yang YX, Shao JR, Zhu XM, 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 Chengdu, China. Sci Total Environ 586:1076–1084. https://doi.org/10.1016/j.scitotenv.2017.02.092
Liu LY, Shi PJ, Gao SY, Zou XY, Erdon H, Yan P, Li XY, Ta WQ, Wang JH, Zhang CL (2004) Dustfall in China’s western loess plateau as influenced by dust storm and haze events. Atmos Environ 38:1699–1703. https://doi.org/10.1016/j.atmosenv.2004.01.003
Loska K, Wiechuła D, Korus I (2004) Metal contamination of farming soils affected by industry. Environ Int 30:159–165. https://doi.org/10.1016/S0160-4120(03)00157-0
Lu X, Li LY, Wang L, Lei K, Huang J, Zhai Y (2009a) Contamination assessment of mercury and arsenic in roadway dust from Baoji, China. Atmos Environ 43:2489–2496. https://doi.org/10.1016/j.atmosenv.2009.01.048
Lu X, Wang L, Lei K, Huang J, Zhai Y (2009b) Contamination assessment of copper, lead, zinc, manganese and nickel in street dust of Baoji, NW China. J Hazard Mater 161:1058–1062. https://doi.org/10.1016/j.jhazmat.2008.04.052
Lu X, Wang L, Li LY, Lei K, Huang L, Kang D (2010) Multivariate statistical analysis of heavy metals in street dust of Baoji, NW China. J Hazard Mater 173:744–749. https://doi.org/10.1016/j.jhazmat.2009.09.001
Lu A, Wang J, Qin X, Wang K, Han P, Zhang S (2012) Multivariate and geostatistical analyses of the spatial distribution and origin of heavy metals in the agricultural soils in Shunyi, Beijing, China. Sci Total Environ 425:66–74. https://doi.org/10.1016/j.scitotenv.2012.03.003
Lu X, Zhang X, Li LY, Chen H (2014) Assessment of metals pollution and health risk in dust from nursery schools in Xi’an, China. Environ Res 128:27–34. https://doi.org/10.1016/j.envres.2013.11.007
Luo N, An L, Nara A, Yan X, Zhao W (2016) GIS-based multielement source analysis of dustfall in Beijing: a study of 40 major and trace elements. Chemosphere 152:123–131. https://doi.org/10.1016/j.chemosphere.2016.02.099
Lyons TJ, Scott WD (1990) Principles of air pollution meteorology. Bellhaven Press, London
Manno E, Varrica D, Dongarrà G (2006) Metal distribution in road dust samples collected in an urban area close to a petrochemical plant at Gela, Sicily. Atmos Environ 40:5929–5941. https://doi.org/10.1016/j.atmosenv.2006.05.020
Manoli E, Voutsa D, Samara C (2002) Chemical characterization and source identification/apportionment of fine and coarse air particles in Thessaloniki, Greece. Atmos Environ 36:949–961. https://doi.org/10.1016/S1352-2310(01)00486-1
Mathur R, Balaram V, Satyanarayanan M, Sawant SS (2016) Assessment of heavy metal contamination of road dusts from industrial areas of Hyderabad, India. Environ Monit Assess 188:514. https://doi.org/10.1007/s10661-016-5496-8
Mohamed TA, Mohamed MA, Rabeiy R, Ghandour MA (2013) A study of heavy metals in the dust fall around Assiut fertilizer plant. J Environ Prot 4:1488–1494. https://doi.org/10.4236/jep.2013.412170
Moreno T, Karanasiou A, Amato F, Lucarelli F, Nava S, Calzolai G, Chiari M, Coz E, Artíñano B, Lumbreras J, Borge R, Boldo E, Linares C, Alastuey A, Querol X, Gibbons W (2013) Daily and hourly sourcing of metallic and mineral dust in urban air contaminated by traffic and coal-burning emissions. Atmos Environ 68:33–44. https://doi.org/10.1016/j.atmosenv.2012.11.037
Muller G (1969) Index of geoaccumulation in sediments of the Rhine River. GeoJournal 2:108–118
Muller G (1981) Die Schwermetallbelastung der sedimentation des Neckars und Seiner Nebenflusse: Eine Bestandsaufnahme. Chemiker-Zeitung. 6:157–164
Mun’im Mohd Han N, Latif MT, Othman M, Dominick D, Mohamad N, Juahir H, Tahir NM (2014) Composition of selected heavy metals in road dust from Kuala Lumpur city centre. Environ Earth Sci 72:849–859. https://doi.org/10.1007/s12665-013-3008-5
Naddafi K, Nabizadeh R, Soltanianzadeh Z, Ehrampoosh MH (2006) Evaluation of dustfall in the air of Yazd. Iran J Environ Health Sci Eng 3:161–168
Nazzal Y, Ghrefat H, Rosen MA (2014) Application of multivariate geostatistics in the investigation of heavy metal contamination of roadside dusts from selected highways of the Greater Toronto Area, Canada. Environ Earth Sci 71:1409–1419. https://doi.org/10.1007/s12665-013-2546-1
Norela S, Nurfatiha MZ, Maimon A, Ismail BS (2009) Wet deposition in the residential area of the Nilai Industrial Park in Negeri Sembilan, Malaysia. World Appl Sci J 7:170–179
Norouzi S, Khademi H, Ayoubi S, Cano AF, Acosta JA (2017) Seasonal and spatial variations in dust deposition rate and concentrations of dust-borne heavy metals, a case study from Isfahan, Central Iran. Atmos Pollut Res 8:686–699. https://doi.org/10.1016/j.apr.2016.12.015
Offer ZY, Goossen D (2001) Ten years of Aeolian dust dynamics in a desert region (Negev desert, Israel): analysis of airborne dust events. J Arid Environ 47:211–249. https://doi.org/10.1006/jare.2000.0706
Pandey SK, Tripathi BD, Mishra VK (2008) Dust deposition in a sub-tropical opencast coalmine area, India. J Environ Manag 86:132–138. https://doi.org/10.1016/j.jenvman.2006.11.032
Qian Z, He Q, Lin HM, Kong L, Liao D, Dan J, Bentley CM, Wang B (2007) Association of daily cause-specific mortality with ambient particle air pollution in Wuhan, China. Environ Res 105:380–389. https://doi.org/10.1016/j.envres.2007.05.007
Ragosta M, Caggiano R, Macchiato M, Sabia S, Trippetta S (2008) Trace elements in daily collected aerosol: level characterization and source identification in a four-year study. Atmos Res 89:206–217. https://doi.org/10.1016/j.atmosres.2008.01.009
Reheis MC, Kihl R (1995) Dust deposition in southern Nevada and California, 1984–1989: relations to climate, source area, and source lithology. J Geophys Res Atmos 100:8893–8918. https://doi.org/10.1029/94JD03245
Reimann C, Caritat P (2000) Intrinsic flaws of element enrichment factors (EFs) in environmental geochemistry. Environ Sci Technol 34:5084–5091. https://doi.org/10.1021/es001339o
Rout TK, Masto RE, Padhy PK, George J, Ram LC, Maity S (2014) Dust fall and elemental flux in a coal mining area. J Geochem Explor 144:443–455. https://doi.org/10.1016/j.gexplo.2014.04.003
Salvador P, Artinano B, Alonso DG, Querol X, Alastuey A (2004) Identification and characterization of sources of PM10 in Madrid (Spain) by statistical methods. Atmos Environ 38(3):435–447. https://doi.org/10.1016/j.atmosenv.2003.09.070
Schleicher NJ, Norra S, Chai F, Chen Y, Wang S, Cen K, Yu Y, Stüben D (2011) Temporal variability of trace metal mobility of urban particulate matter from Beijing—a contribution to health impact assessments of aerosols. Atmos Environ 45:7248–7265. https://doi.org/10.1016/j.atmosenv.2011.08.067
Shah MH, Shaheen N (2007) Statistical analysis of atmospheric trace metals and particulate fractions in Islamabad, Pakistan. J Hazard Mater 147:759–767. https://doi.org/10.1016/j.jhazmat.2007.01.075
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. Atmos Environ 45:764–771. https://doi.org/10.1016/j.atmosenv.2010.08.039
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. https://doi.org/10.1016/j.scitotenv.2014.09.097
Sutherland RA (2000) Bed sediment-associated trace metals in an urban stream, Oahu, Hawaii. Environ Geol 6:611–627. https://doi.org/10.1007/s002540050473
Ta W, Xiao H, Qu J, Xiao Z, Yang G, Wang T, Zhang X (2004) Measurements of dust deposition in Gansu Province, China, 1986–2000. Geomorphology 57:41–51. https://doi.org/10.1016/S0169-555X(03)00082-5
Tang R, Ma K, Zhang Y, Mao Q (2013) The spatial characteristics and pollution levels of metals in urban street dust of Beijing, China. Appl Geochem 35:88–98. https://doi.org/10.1016/j.apgeochem.2013.03.016
Taylor SR, McLennan SM (1985) The continental crust: its composition and evolution. Blackwell Scientific, Oxford
Thakur M, Deb MK, Imai S, Suzuki Y, Ueki K, Hasegawa A (2004) Load of heavy metals in the airborne dust particulates of an urban city of Central India. Environ Monit Assess 95:257–268. https://doi.org/10.1023/B:EMAS.0000029907.96562.af
Tiwari S, Thomas A, Rao P, Chate DM, Soni VK, Singh S, Ghude SD, Singh D, Hopke PK (2018) Pollution concentrations in Delhi India during winter 2015–16: a case study of an odd-even vehicle strategy. Atmos Pollut Res 9:1137–1145. https://doi.org/10.1016/j.apr.2018.04.008
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
Turner A (2011) Oral bioaccessibility of trace metals in household dust: a review. Environ Geochem Health 33:331–341. https://doi.org/10.1007/s10653-011-9386-2
US EPA (1989) Risk assessment guidance for superfund, vol. I: human health evaluation manual. EPA/540/1-89/002. Office of Solid Waste and Emergency Response
US EPA (1996) Soil screening guidance: technical background document. EPA/540/ R-95/128. Office of Solid Waste and Emergency Response
US EPA (2001) Supplemental guidance for developing soil screening levels for superfund sites. OSWER 9355.4–24. Office of Solid Waste and Emergency Response
US EPA (2002a) Calculating upper confidence limits for exposure point concentrations at hazardous waste sites. OSWER 9285.6-10. Washington, DC: Office of Emergency and Remedial Response, U.S. Environmental Protection Agency. 20460
US EPA (2002b) Child specific exposure factors handbook. EPA-600-P-00-002B. National Center for Environmental Assessment, Washington, DC
US EPA (2007) Estimation of relative bioavailability of lead in soil and soil-like materials using in vivo and in vitro methods. OSWER 9285.7–77. Office of Solid Waste and Emergency Response, U.S. Environmental Protection Agency, Washington, DC
US EPA (2010) Region 9, Regional screening levels tables
US EPA (2011) Exposure factors handbook 2011 edition. EPA/600/R-09/052F. National Center for Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency, Washington, D.C., p 20460
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 Rapport 725201011
Wang YF, Huang KL, Li CT, Mi HH, Luo JH, Tsai PJ (2003) Emissions of fuel metals content from a diesel vehicle engine. Atmos Environ 37:4637–4643. https://doi.org/10.1016/j.atmosenv.2003.07.007
Wang R, Zou X, Cheng H, Wu X, Zhang C, Kang L (2015) Spatial distribution and source apportionment of atmospheric dust fall at Beijing during spring of 2008–2009. Environ Sci and Pollut Res 22:3547–3557. https://doi.org/10.1007/s11356-014-3583-3
Wei B, Yang L (2010) A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China. Microchem J 94:99–107. https://doi.org/10.1016/j.microc.2009.09.014
Xiong QL, Zhao WJ, Guo XY, Shu TT, Chen FT, Zheng XX, Gong ZN (2015) Dustfall heavy metal pollution during winter in North China. Bull Environ Contam Toxicol 95:548–554. https://doi.org/10.1007/s00128-015-1611-8
Yadav S, Rajamani V (2006) Air quality and trace metal chemistry of different size fractions of aerosols in N–NW India—implications for source diversity. Atmos Environ 40:98–712. https://doi.org/10.1016/j.atmosenv.2005.10.005
Yongming H, Peixuan D, Junji C, Posmentier ES (2006) Multivariate analysis of heavy metal contamination in urban dusts of Xi’an, Central China. Sci Total Environ 355:176–186. https://doi.org/10.1016/j.scitotenv.2005.02.026
Zhang J, Hua P, Krebs P (2017) Influences of land use and antecedent dry-weather period on pollution level and ecological risk of heavy metals in road-deposited sediment. Environ Pollut 228:158–168. https://doi.org/10.1016/j.envpol.2017.05.029
Zhao J, Peng PA, Song J, Ma S, Sheng G, Fu J (2010) Research on flux of dry atmospheric falling dust and its characterization in a subtropical city, Guangzhou, South China. Air Qual Atmos Health 3:139–147. https://doi.org/10.1007/s11869-009-0062-y
Zheng N, Liu J, Wang Q, Liang Z (2010) Heavy metals exposure of children from stairway and sidewalk dust in the smelting district, northeast of China. Atmos Environ 44:3239–3245. https://doi.org/10.1016/j.atmosenv.2010.06.002
Ziomas IC, Melas D, Zerefos CS, Bais AF, Paliatsos AG (1995) Forecasting peak pollutant levels from meteorological variables. Atmos Environ 29:3703–3711. https://doi.org/10.1016/1352-2310(95)00131-H
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The authors are thankful to the director, CSIR-National Geophysical Research Institute, Hyderabad, for providing the technical support in analyzing the samples using HR-ICP-MS.
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Rani, N., Sastry, B.S. & Dey, K. Assessment of metal contamination and the associated human health risk from dustfall deposition: a study in a mid-sized town in India. Environ Sci Pollut Res 26, 23173–23191 (2019). https://doi.org/10.1007/s11356-019-05539-7
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DOI: https://doi.org/10.1007/s11356-019-05539-7