Abstract
In order to estimate the resuspension of the particles empirically, it is necessary to carry out a homogeneous distribution of the particles on the tested surfaces. Thus, in many studies, seeding or deposition in experimental chambers is performed to quantify initial concentrations for subsequent resuspension experiments. The current study was carried out to assess metal particle seeding efficiency on four types of urban surfaces (slate, facade coating, tile, and glass) in a test chamber. To achieve this objective, we compared firstly different solubilization techniques of silver polydisperse particles (1.3–3.2 μm and 0.5–1.0 μm) and gold polydisperse particles (Ø˂5 μm) for chemical quantification by ICP-MS. The result showed better yields in the case of gold for all solubilization techniques studied (82% ± 5% to 98% ± 2% for gold versus 23% ± 18% to 84% ± 12% for silver). Based on this result, four seeding tests were carried out with the gold particles (distribution in chamber centered on 1μm). The concentrations seeded on urban surfaces (mean ± SD) varied from 10,900 ± 1,900 μg.m−2 (facade coating sample) to 1900 ± 390 μg.m−2 (glass sample). The relative standard deviation of the measured concentrations equaled 9.5% (tested for aluminum foils), which was less than the measurement uncertainty of the recording equipment (≈14%) and reflected good seeding homogeneity. Observations by scanning electron microscopy coupled to microanalysis (SEM-EDX) were in agreement with these conclusions.
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The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Allen AG, Nemitz E, Shi JP, Harrison RM, Greenwood JC (2001) Size distributions of trace metals in atmospheric aerosols in the United Kingdom. Atmos Environ 35(27):4581–4591. https://doi.org/10.1016/S1352-2310(01)00190-X
Amato F, Schaap M, van der Gon HACD, Pandolfi M, Alastuey A, Keuken M, Querol X (2012) Effect of rain events on the mobility of road dust load in two Dutch and Spanish roads. Atmos Environ 62:352–358. https://doi.org/10.1016/j.atmosenv.2012.08.042
Amato F, Favez O, Pandolfi M, Alastuey A, Querol X, Moukhtar S, Bruge B, Verlhac S, Orza JAG, Bonnaire N, le Priol T, Petit JF, Sciare J (2016) Traffic induced particle resuspension in Paris: emission factors and source contributions. Atmos Environ 129:114–124. https://doi.org/10.1016/j.atmosenv.2016.01.022
Béchet B, Le Bissonnais Y, Ruas A, Aguilera A, André M, et al. (2017) Sols artificialisés et processus d’artificialisation des sols, Déterminants, impacts et leviers d’action. INRA (France), pp. 609. hal-01687919
Bhatti SS, Tripathi NK (2014) Built-up area extraction using Landsat 8 OLI imagery. GISci Remote Sens 51(4):445–467. https://doi.org/10.1080/15481603.2014.939539
Boor BE, Siegel JA, Novoselac A (2013a) Monolayer and multilayer particle deposits on hard surfaces: literature review and implications for particle resuspension in the indoor environment. Aerosol Sci Technol 47(8):831–847. https://doi.org/10.1080/02786826.2013.794928
Boor BE, Siegel JA, Novoselac A (2013b) Wind tunnel study on aerodynamic particle resuspension from monolayer and multilayer deposits on linoleum flooring and galvanized sheet metal. Aerosol Sci Technol 47(8):848–857. https://doi.org/10.1080/02786826.2013.794929
Braaten DA (1994) Wind tunnel experiments of large particle reentrainment-deposition and development of large particle scaling parameters. Aerosol Sci Technol 21(2):157–169. https://doi.org/10.1080/02786829408959705
Braaten DA, Paw KTU, Shaw RH (1988) Coherent turbulent structures and particle detachment in boundary layer flows. J Aerosol Sci 19(7):1183–1186. https://doi.org/10.1016/0021-8502(88)90131-0
Braaten DA, Paw KTU, Shaw RH (1990) Particle resuspension in a turbulent boundary layer-observed and modeled. J Aerosol Sci 21(5):613–628. https://doi.org/10.1016/0021-8502(90)90117-G
Buttner MP, Cruz-Perez P, Stetzenbach LD, Garrett PJ, Luedtke AE (2002) Measurement of airborne fungal spore dispersal from three types of flooring materials. Aerobiologia 18(1):1–11. https://doi.org/10.1023/A:1014977900352
Byrne MA, Goddard AJH, Lange C, Roed J (1995) Stable tracer aerosol deposition measurements in a test chamber. J Aerosol Sci 26(4):645–653. https://doi.org/10.1016/0021-8502(95)00003-U
Carlson TN, Sanchez-Azofeifa GA (1999) Satellite remote sensing of land use changes in and around San Jose, Costa Rica. Remote Sens Environ 70:247–256. https://doi.org/10.1016/S0034-4257(99)00018-8
Chiou SF, Tsai CJ (2001) Measurement of emission factor of road dust in a wind tunnel. Powder Technol 118(1–2):10–15. https://doi.org/10.1016/S0032-5910(01)00289-3
Damay P (2010) Détermination expérimentale de la vitesse de dépôt sec des aérosols submicroniques en milieu naturel: influence de la granulométrie, des paramètres micrométéorologiques et du couvert INSA de Rouen. Français. NNT: 2010ISAM0020. tel-00558201
Dongarrà G, Manno E, Varrica D, Lombardo M, Vultaggio M (2010) Study on ambient concentrations of PM10, PM10-2.5, PM2.5 and gaseous pollutants. Trace Elements and Chemical Speciation of Atmospheric Particulates. Atmos Environ 44(39):5244–5257. https://doi.org/10.1016/j.atmosenv.2010.08.041
Escrig A, Amato F, Pandolfi M, Monfort E, Querol X, Celades I, Sanfélix V, Alastuey A, Orza JAG (2011) simple estimates of vehicle-induced resuspension rates. J Environ Manag 92(10):2855–2859. https://doi.org/10.1016/j.jenvman.2011.06.042
Ferm M, Sjöberg K (2015) Concentrations and emission factors for PM2.5 and PM10 from Road Traffic in Sweden. Atmos Environ 119:211–219. https://doi.org/10.1016/j.atmosenv.2015.08.037
Friess H, Yadigaroglu G (2001) A generic model for the resuspension of multilayer aerosol deposits by turbulent flow. Nucl Sci Eng 138(2):161–176. https://doi.org/10.13182/NSE01-A2207
Fromentin A (1989) Particle resuspension from a multi-layer deposit by turbulent flow PSI (38): Switzerland
Gehrig R, Zeyer K, Bukowiecki N, Lienemann P, Poulikakos LD, Furger M, Buchmann B (2010) Mobile load simulators - a tool to distinguish between the emissions due to abrasion and resuspension of PM10 from Road Surfaces. Atmos Environ 44(38):4937–4943. https://doi.org/10.1016/j.atmosenv.2010.08.020
Giess P, Goddard AJH, Shaw G, Allen D (1994) Resuspension of monodisperse particles from short grass swards: a wind tunnel study. J Aerosol Sci 25(5):843–857. https://doi.org/10.1016/0021-8502(94)90051-5
Giess P, Goddard AJH, Shaw G (1997) Factors affecting particle resuspension from grass swards. J Aerosol Sci 28(7):1331–1349. https://doi.org/10.1016/S0021-8502(97)00021-9
Gu J, Pitz M, Schnelle-Kreis J, Diemer J, Reller A, Zimmermann R, Soentgen J, Stoelzel M, Wichmann H-E, Peters A, Cyrys J (2011) Source apportionment of ambient particles: comparison of positive matrix factorization analysis applied to particle size distribution and chemical composition data. Atmos Environ 45(10):1849–1857. https://doi.org/10.1016/j.atmosenv.2011.01.009
Hussein T, Hruška A, Dohányosová P, Džumbová L, Hemerka J, Kulmala M, Smolík J (2009a) Deposition rates on smooth surfaces and coagulation of aerosol particles inside a test chamber. Atmos Environ 43(4):905–914. https://doi.org/10.1016/j.atmosenv.2008.10.059
Hussein T, Kubincová L, Džumbová L, Hruška A, Dohányosová P, Hemerka J, Smolík J (2009b) Deposition of aerosol particles on rough surfaces inside a test chamber. Build Environ 44(10):2056–2063. https://doi.org/10.1016/j.buildenv.2009.02.009
Ibrahim AH, Dunn PF (2006) Effects of temporal flow acceleration on the detachment of microparticles from surfaces. J Aerosol Sci 37(10):1258–1266. https://doi.org/10.1016/j.jaerosci.2006.01.007
Ibrahim AH, Dunn PF, Brach RM (2003) Microparticle detachment from surfaces exposed to turbulent air flow: controlled experiments and modeling. J Aerosol Sci 34(6):765–782. https://doi.org/10.1016/S0021-8502(03)00031-4
Ibrahim AH, Dunn PF, Brach RM (2004) Microparticle detachment from surfaces exposed to turbulent air flow: effects of flow and particle deposition characteristics. J Aerosol Sci 35(7):805–821. https://doi.org/10.1016/j.jaerosci.2004.01.002
Ibrahim AH, Dunn PF, Qazi MF (2008) Experiments and validation of a model for microparticle detachment from a surface by turbulent air flow. J Aerosol Sci 39(8):645–656. https://doi.org/10.1016/j.jaerosci.2008.03.006
Kassab AS, Ugaz VM, King MD, Hassan YA (2013) High resolution study of micrometer particle detachment on different surfaces. Aerosol Sci Technol 47(4):351–360. https://doi.org/10.1080/02786826.2012.752789
Kim Y, Gidwani A, Wyslouzil BE, Sohn CW (2010) Source term models for fine particle resuspension from indoor surfaces. Build Environ 45(8):1854–1865. https://doi.org/10.1016/j.buildenv.2010.02.016
Lai ACK (2006) Investigation of electrostatic forces on particle deposition in a test chamber. Indoor Built Environ 15(2):179–186. https://doi.org/10.1177/1420326X06063219
Lai ACK, Nazaroff WW (2005) Supermicron particle deposition from turbulent chamber flow onto smooth and rough vertical surfaces. Atmos Environ 39(27):4893–4900. https://doi.org/10.1016/j.atmosenv.2005.04.036
Laidlaw MAS, Zahran S, Mielke HW, Taylor MP, Filippelli GM (2012) Re-Suspension of lead contaminated urban soil as a dominant source of atmospheric lead in birmingham, Chicago, Detroit and Pittsburgh, USA. Atmos Environ 49:302–310. https://doi.org/10.1016/j.atmosenv.2011.11.030
Laschober C, Limbeck A, Rendl J, Puxbaum H (2004) Particulate emissions from on-road vehicles in the Kaisermühlen- Tunnel (Vienna, Austria). Atmos Environ 38(14):2187–2195. https://doi.org/10.1016/j.atmosenv.2004.01.017
Lengweiler P, Nielsen PV, Moser A, Heiselberg P, Takai H (1998) Which parameters are important deposition and. Dept. of Building Technology and Structural Engineering. Indoor Environmental Engineering, No 92, Vol R9845
Li W, Ouyang Z, Zhou W, Chen Q (2011) Effects of spatial resolution of remotely sensed data on estimating urban impervious surfaces. J Environ Sci 23(8):1375–1383. https://doi.org/10.1016/S1001-0742(10)60541-4
Liu H, Weng Q (2013) Landscape metrics for analysing urbanization-induced land use and land cover changes. Geocarto Int 28(7):582–593. https://doi.org/10.1080/10106049.2012.752530
Lyu Y, Zhang K, Chai F, Cheng T, Yang Q, Zheng Z, Li X (2017) atmospheric size-resolved trace elements in a city affected by non-ferrous metal smelting: indications of respiratory deposition and health risk. Environ Pollut 224:559–571. https://doi.org/10.1016/j.envpol.2017.02.039
Maro D, Connan O, Hébert D, Rozet M (2008) Étude Du Dépôt Sec Des Aérosols En Milieu Urbain. 1:29–36
Martuzevicius D, Kliucininkas L, Prasauskas T, Krugly E, Kauneliene V, Strandberg B (2011) Resuspension of particulate matter and pahs from street dust. Atmos Environ 45(2):310–317. https://doi.org/10.1016/j.atmosenv.2010.10.026
Matsusaka S, Masuda H (1996) particle reentrainment from a fine powder layer in a turbulent air flow. Aerosol Sci Technol 24(2):69–84. https://doi.org/10.1080/02786829608965353
Mbengue S, Alleman LY, Flament P (2014) Size-distributed metallic elements in submicronic and ultrafine atmospheric particles from urban and industrial areas in Northern France. Atmos Res 135–136:35–47. https://doi.org/10.1016/j.atmosres.2013.08.010
Nicholson KW (1988) Review Article. Sciences (New York) 22(12):2639–2651
Nicholson KW (1993) Wind tunnel experiments on the resuspension of particulate material. Atmos Environ Part A 27(2):181–188. https://doi.org/10.1016/0960-1686(93)90349-4
Nicholson KW (2009) Chapter 2 The Dispersion, Deposition and Resuspension of Atmospheric Contamination in the Outdoor Urban Environment. Radioactivity in the Environment. Vol. 15. Elsevier. https://doi.org/10.1016/S1569-4860(09)00402-1
Ould-Dada Z, Baghini NM (2001) Resuspension of small particles from tree surfaces. Atmos Environ 35(22):3799–3809. https://doi.org/10.1016/S1352-2310(01)00161-3
Percot S (2012) Contribution des retombées Atmosphériques aux flux de polluants issus d'un petit bassin versant urbain: cas du Pin Sec à Nantes. Thèse de doctorat, École centrale de Nantes. tel-00851955
Qian J, Ferro AR (2008) Resuspension of dust particles in a chamber and associated environmental factors. Aerosol Sci Technol 42(7):566–578. https://doi.org/10.1080/02786820802220274
Qian J, Ferro AR, Fowler KR, Qian J, Ferro AR, Fowler Estimating KR, Qian J, Ferro AR, Fowler KR (2008) Estimating the resuspension rate and residence time of indoor particles estimating the resuspension rate and residence time of indoor particles. J Air Waste Manage Assoc 58(4):502–516. https://doi.org/10.3155/1047-3289.58.4.502
Reeks MW, Hall D (2001) Kinetic Models for Particle Resuspension in Turbulent Flows: Theory and Measurement. J Aerosol Sci 32:1–31. https://doi.org/10.1016/S0021-8502(00)00063-X
Richard A, Gianini MFD, Mohr C, Furger M, Bukowiecki N, Minguillon MC, Lienemann P, Flechsig U, Appel K, DeCarlo PF et al (2011) Source apportionment of size and time resolved trace elements and organic aerosols from an urban courtyard site in Switzerland. Atmos Chem Phys 11:8945–8963
Rosati JA, Thornburg J, Rodes C (2008) Resuspension of Particulate matter from carpet due to human activity. Aerosol Sci Technol 42(6):472–482. https://doi.org/10.1080/02786820802187069
Roupsard P (2013) Etude phénoménologique du d´dépôt sec d’aérosols en milieu urbain : Influence des propriétés des surfaces, de la turbulence et des conditions météorologiques. Thèse de doctorat, Rouen, INSA
Sabin LD, Lim JH, Venezia MT, Winer AM, Schiff KC, Stolzenbach KD (2006) Dry deposition and resuspension of particle-associated metals near a freeway in Los Angeles. Atmos Environ 40(39):7528–7538. https://doi.org/10.1016/j.atmosenv.2006.07.004
Sehmel GA (1980) Particle and gas dry deposition: a review. Atmos Environ (1967) 14(9):983–1011. https://doi.org/10.1016/0004-6981(80)90031-1
Sobhanardakani S (2018) Human health risk assessment of potentially toxic heavy metals in the atmospheric dust of city of Hamedan, West of Iran. Environ Sci Pollut Res 25(28):28086–28093. https://doi.org/10.1007/s11356-018-2818-0
Sobhanardakani S (2019) Ecological and human health risk assessment of heavy metal content of atmospheric dry deposition, a case study: Kermanshah, Iran. Biol Trace Elem Res 187(2):602–610. https://doi.org/10.1007/s12011-018-1383-1
Sternbeck J, Sjödin Å, Andréasson K (2002) Metal emissions from road traffic and the influence of resuspension - results from two tunnel studies. Atmos Environ 36(30):4735–4744. https://doi.org/10.1016/S1352-2310(02)00561-7
Thatcher TL, Layton DW (1995) I Nfiltrati. Atmos Environ 29(13):1487–1497
Thatcher TL, Fairchild WA, Nazaroff WW (1996) Particle deposition from natural convection enclosure flow onto smooth surfaces. Aerosol Sci Technol 25(4):359–374. https://doi.org/10.1080/02786829608965402
Thorpe A, Harrison RM (2008) Sources and properties of non-exhaust particulate matter from road traffic: a review. Sci Total Environ 400(1–3):270–282. https://doi.org/10.1016/j.scitotenv.2008.06.007
Thorpe AJ, Harrison RM, Boulter PG, McCrae IS (2007) estimation of particle resuspension source strength on a major London road. Atmos Environ 41(37):8007–8020. https://doi.org/10.1016/j.atmosenv.2007.07.006
Visser S, Slowik JG, Furger M, Zotter P, Bukowiecki N, Dressler R, Flechsig U, Appel K, Green DC, Tremper AH, Young DE, Williams PI, Allan JD, Herndon SC, Williams LR, Mohr C, Xu L, Ng NL, Detournay A, Barlow JF, Halios CH, Fleming ZL, Baltensperger U, Prévôt ASH (2015) Kerb and urban increment of highly time-resolved trace elements in PM10, PM2.5 and PM1.0 winter aerosol in London during ClearfLo 2012. Atmos Chem Phys 15(5):2367–2386. https://doi.org/10.5194/acp-15-2367-2015
Weinbruch S, Worringen A, Ebert M, Scheuvens D, Kandler K, Pfeffer U, Bruckmann P (2014) A quantitative estimation of the exhaust, abrasion and resuspension components of particulate traffic emissions using electron microscopy. Atmos Environ 99:175–182. https://doi.org/10.1016/j.atmosenv.2014.09.075
Wu YL, Russell AG (1992) Controlled wind tunnel experiments for particle bounceoff and resuspension. Aerosol Sci Technol 17(4):245–262. https://doi.org/10.1080/02786829208959574
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Special thanks to the members of the Water and Environment laboratory, Nadège Caubrière, Martin Guillon and Dominique Demare, for their precious help during the analyses.
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EKK and MG conceived and planned the experiments. EKK carried out the experiments and performed the numerical calculations for the suggested experiments. MG and VR were involved in planning and supervised the work. PL suggested experiments, contributed to the interpretation of the results, and worked on the manuscript. All authors discussed the results and commented on the manuscript. All authors read and approved the final manuscript.
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Kouadio, E.K., Goriaux, M., Laguionie, P. et al. Metal particle seeding on urban surface samples. Environ Sci Pollut Res 29, 30837–30849 (2022). https://doi.org/10.1007/s11356-021-13789-7
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DOI: https://doi.org/10.1007/s11356-021-13789-7