Skip to main content
Log in

Characterization of Individual Soot Aggregates from Different Sources using Image Analysis

  • Published:
Journal of Atmospheric Chemistry Aims and scope Submit manuscript

Abstract

The elemental carbon core of combustion particles is covered with more or less volatile material, depending on the emission source, and these coatings could have a significant influence on the optical and hygroscopic nature of the soot particles. Detailed soot characteristics are therefore highly dependent on the formation conditions and on the combustion process and some intrinsic characteristics are different for soot of different sources. Although morphological studies on soot aggregates have a long and elaborate history, based mainly on simulations, the application of image analysis on individual soot particles has been limited. The purpose of this work is to detect whether there are significant differences in morphology between soot aggregates from different origins. By performing individual particle analysis, the morphology is measured on single particles and these particles are characterized as a function of their aerodynamic diameter. In this paper, a description of an irregular shape of aggregate is performed by applying the developed image analysis methodology to electron microscopical images. Some new parameters are defined and a method is established to calculate the number of primary particles in a soot aggregate produced by different sources. These provided a means to distinguish between different soot types and their corresponding production conditions.

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.

Institutional subscriptions

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Bérubé, K.A., Jones, T.P., Williamson, B.J., Morgan, A.J., Richards, R.J.: Physicochemical characterisation of diesel exhaust particles; factor for assessing biological activity. Atmos. Environ. 33, 1599–1614 (1999)

    Article  Google Scholar 

  • Brasil, A.M., Farais, T.L., Carvalho, M.G., Koylu, U.O.: Numerical characterization of the morphology of aggregated particles. J. Aerosol Sci. 32, 489–508 (2001)

    Article  Google Scholar 

  • Chylek, P., Ramaswany, V., Cheng, R.J.: Effect of graphitic carbon on the albedo of clouds. J. Atmos. Sci. 41, 3076–3084 (1984)

    Article  Google Scholar 

  • Cleary, T., Pao, J.-R., Mulholland, G., Gentry, J.W.: Measurement and simulation of soot agglomerates and clusters. J. Aerosol Sci. 20, 871–874 (1989)

    Article  Google Scholar 

  • Dobbins, R.A., Mulholland, G.W., Bryner, N.P.: Comparison of a fractal smoke optics model with light extinction measurements. Atmos. Environ. 28, 889–897 (1994)

    Article  Google Scholar 

  • Gruber, T.C., Herd, C.R.: Anisometry measurements in carbon black aggregate populations. Rubber Chem. Technol. 70, 727–746 (1997)

    Google Scholar 

  • Gruber, T.C., Zerda, T.W., Gerspacher, M.: 3D morphological characterisation of carbon-black aggregates using transmission electron microscopy. Rubber Chem. Technol. 67, 280–287 (1994)

    Google Scholar 

  • Hueglin, C., Scherrer, L., Burtscher, H.: An accurate continuously adjustable dilution system (1:10 to 1:10E4) for submicron aerosols. J. Aerosol Sci. 28, 1049–1055 (1997)

    Article  Google Scholar 

  • Keskinen, J., Virtanen, A., Ahlvik, P., Ntziachrstos, L.L.: Estimation of effective density of diesel particles. J. Aerosol Sci. 29, S1007–S1008 (1998)

    Article  Google Scholar 

  • Kops, J.A.M.M.: The aerodynamic diameter and specific surface area of branched chain-like aggregates. PhD thesis, University of Eindhoven, vol. 89, pp. 140–156 (1976)

  • Lammel, G., Novakov, T.: Water nucleation properties of carbon black and diesel soot particles. Atmos. Environ. 29, 813–823 (1995)

    Article  Google Scholar 

  • Marple, V.A., Rubow, K.L., Olson, B.A.: In: Klaus, W., Baron, P.A. (eds.) Aerosol Measurements: Principles, Techniques and Applications, pp. 206–232. Van Nostrand Reinhold, New York (1993)

    Google Scholar 

  • McMurry, P.H., Wang, X., Park, K., Ehara, K.: The relationship between mass and mobility for atmospheric particles: a new technique for measuring particle density. Aerosol Sci. Technol. 36, 227–238 (2002)

    Article  Google Scholar 

  • Medalia, A.I., Heckman, F.A.: Morphology of aggregates. II. Size and shape factors of carbon black aggregates from electron microscopy. Carbon 7, 567–582 (1969)

    Article  Google Scholar 

  • Pandis, S.N., Wexler, A.S., Seinfeld, J.H.: Dynamics of tropospheric aerosols. J. Phys. Chem. 99, 9646–9659 (1995)

    Article  Google Scholar 

  • Petzgold, A., Schröder, F.P.: Jet engine exhaust aerosol characterisation. Aerosol Sci. Technol. 28, 62–76 (1998)

    Google Scholar 

  • Reid, J.S., Cahill, T.A., Wakabayashi, P.H., Dunlap, M.R.: Geometric/aerodynamic equivalent diameter ratios of ash aggregate aerosols collected in burning Kuwaiti well fields. Atmos. Environ. 28, 2227–2234 (1994)

    Article  Google Scholar 

  • Ulfvarson, U., Figler, B., Krantz, S.: Diesel Engine Development is Guided by Inadequate Particle Sampling, SAE paper no. 970759, pp. 79–92. Society of Automative Engineers, Warrendale, PA (1997)

    Google Scholar 

  • US Environmental Protection Agency (EPA): Health assessment document for diesel engine exhaust. Prepared by the National Center for Environmental Assessment, Washington, DC, for the Office of Transportation and Air Quality; EPA/600/8-90/057F. Available from: National Technical Information Service, Springfield, VA; PB2002-107661, and <http://www.epa.gov/ncea> (2002)

  • Zier, M., Götz, D.: Ein Verfahren zur Bestimmung der Asbest-und Russkonzentration in der Atmosphäre mit Hilfe der Transmissionelektronenmikroskopie. Zeitschrift für Gezundheitstechnik und Hygiene 28, 585–862 (1982)

    Google Scholar 

Download references

Acknowledgements

The authors are very grateful to the Flemish Institute for Technological Research (VITO) for the grant to Anne Smekens. The authors express their appreciation to Dr J. Marijnissen of the Delft Technical University for the use of the spiral aerosol centrifuge and to Dr P. Ngendakumana of Université de Liège for his cooperation. The authors also wish to thank the Royal Belgian Air Force for the sampling of the soot of a jet aircraft engine.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to R. Van Grieken.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Smekens, A., Godoi, R.H.M., Vervoort, M. et al. Characterization of Individual Soot Aggregates from Different Sources using Image Analysis. J Atmos Chem 56, 211–223 (2007). https://doi.org/10.1007/s10874-006-9050-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10874-006-9050-x

Key words

Navigation