Simultaneous two-color, two-dimensional angular optical scattering patterns from airborne particulates: Scattering results and exploratory analysis

Journal of Quantitative Spectroscopy and Radiative Transfer

Volumn 178, Issue , 2016, Pages 167-175

  Holler, Stephen ^a   Fuerstenau, Stephen D ^b   Skelsey, Charles R ^a  

^a FORDHAM UNIVERSITY   (United States)

^b SDF Consulting   (United States)

Author keywords

Aerosols; Discriminant function analysis; Multivariate analysis; Pollen; Principal component analysis; Scattering

Indexed keywords

AEROSOLS; DISCRIMINANT ANALYSIS; LIGHT SCATTERING; MULTIVARIANT ANALYSIS; SCATTERING;

DISCRIMINANT FUNCTION ANALYSIS; EXPLORATORY ANALYSIS; MORPHOLOGICAL DESCRIPTORS; MULTI VARIATE ANALYSIS; NONSPHERICAL PARTICLE; PARTICLE CLASSIFICATION; POLLEN; STATISTICAL ALGORITHM;

PRINCIPAL COMPONENT ANALYSIS;

AEROSOL; ALGORITHM; LIGHT SCATTERING; MULTIVARIATE ANALYSIS; POLLEN; PRINCIPAL COMPONENT ANALYSIS;

EID: 84957894938     PISSN: 00224073     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jqsrt.2016.01.009     Document Type: Article

References (31)

1. Mishchenko M, Hovenier J, Travis L., editors. Light scattering by nonspherical particles: theory, measurements, and applications. San Diego: Academic Press; 1999.
2. Pan Y.-L., Aptowicz K., Chang R., Hart M., Eversole J. Characterizing and monitoring respiratory aerosols by light scattering. Opt Lett 2003, 28(8):589-591. 10.1364/OL.28.000589.
3. Aptowicz K., Pinnick R., Hill S., Pan Y.-L., Chang R. Optical scattering patterns from single urban aerosol particles at Adelphi, Maryland, USA. a classification relating to particle morphologies. J Geophys Res 2006, 111:D12212. 10.1029/2005JD006774.
4. Yang P., Feng Q., Hong G., Kattawar G., Wiscombe W., Mishchenko M., et al. Modeling of the scattering and radiative properties of nonspherical dust-like aerosols. J Aerosol Sci 2007, 38:995-1014. 10.1016/j.jaerosci.2007.07.001.
5. Krieger U., Marcolli C., Reid J. Exploring the complexity of aerosol particle properties and processes using single particle techniques. Chem Soc Rev 2012, 41:6631-6662. 10.1039/c2cs35082c.
6. Sindoni O., Saija R., Iati M., Borghese F., Denti P., Fernandes G., et al. Optical scattering by biological aerosols. experimental and computational results on spore simulants. Opt Express 2006, 14(15):6942-6950. 10.1364/OE.14.006942.
7. Auger J.-C., Aptowicz K., Pinnick R., Pan Y.-L., Chang R. Angularly resolved light scattering from aerosolized spores. observations and calculations. Opt Lett 2007, 32(22):3358-3360. 10.1364/OL.32.003358.
8. Wax A., Giacomelli M., Matthew T., Rinehart M., Robles F., Zhu Y. Optical spectroscopy of biological cells. Adv Opt Photon 2012, 4(3):322-378. 10.1364/AOP.4.000322.
9. Holler S., Pan Y.-L., Chang R., Bottiger J., Hill S., Hillis D. Two-dimensional angular optical scattering for the characterization of airborne microparticles. Opt Lett 1998, 23(18):1489-1491. 10.1364/OL.23.001489.
10. Holler S., Auger J.-C., Stout B., Pan Y.-L., Bottiger J., Chang R., et al. Observations and calculations of light scattering from clusters of spheres. Appl Opt 2000, 39(36):6873-6887. 10.1364/AO.39.006873.
11. Holler S., Surbek M., Chang R., Pan Y.-L. Two-dimensional angular optical scattering patterns as droplets evolve into clusters. Opt Lett 1999, 24(17):1185-1187. 10.1364/OL.24.001185.
12. Barnes M., Ng K., Fukui K., Sumpter B., Noid D. Probing phase-separation behavior in polymer-blend microparticles. effects of particle size and polymer mobility. Macromolecules 1999, 32(21):7183-7189. 10.1021/ma990846r.
13. Secker D., Kaye P., Greenaway R., Hirst E., Bartley D., Videen G. Light scattering from deformed droplets and droplets with inclusions. I. Experimental results. Appl Opt 2000, 39(27):5023-5030. 10.1364/AO.39.005023.
14. Videen G., Sun W., Fu Q., Secker D., Greenaway R., Kaye P. Light scattering from deformed droplets and droplets with inclusions. II. Theoretical treatment. Appl Opt 2000, 39(27):5031-5039. 10.1364/AO.39.005031.
15. Barnes M., Mahurin S., Mehta B., Sumpter B., Noid D. Three-dimensional photonic "molecules" from sequentially attached polymer-blend microparticles. Phys Rev Lett 2001, 88:015508. 10.1103/PhysRevLett.88.015508.
16. Summers M., Burnham D., McGloin D. Trapping solid aerosols with optical tweezers. a comparison between gas and liquid phase optical traps. Opt Express 2008, 16(11):7739-7747. 10.1364/OE.16.007739.
17. Aptowicz K., Pan Y.-L., Chang R., Pinnick R., Hill S., Tober R., et al. Two-dimensional angular optical scattering patterns of microdroplets in the mid infrared with strong and weak absorption. Opt Lett 2004, 29(17):1965-1967. 10.1364/OL.29.001965.
18. Born M., Wolf E. Principles of optics 1980, Pergamon Press, Oxford. 6th ed.
19. Crosta G., Zomer S., Pan Y.-L., Holler S. Classification of single-particle two-dimensional angular optical scattering patterns and heuristic scatterer reconstruction. Opt Eng 2003, 42(9):2689-2701. 10.1117/1.1599840.
20. Holler S., Zomer S., Crosta G., Pan Y.-L., Chang R., Bottiger J. Multivariate analysis and classification of two-dimensional angular optical scattering patterns from aggregates. Appl Opt 2004, 43(33):6198-6206. 10.1364/AO.43.006198.
21. Crosta G., Camatini M., Zomer S., Holler S., Pan Y.-L., Bhaskara P., et al. Optical scattering (taos) by tire debris particles. preliminary results. Opt Express 2001, 8(6):302-307. 10.1364/OE.8.000302.
22. Ulanowski Z., Hirst E., Kaye P., Greenaway R. Retrieving the size of particles with rough and complex surfaces from two dimensional scattering patterns. J Quant Spectrosc Radiat Transf 2012, 113(18):2457-2464. 10.1016/j.jqsrt.2012.06.019.
23. Kaye P., Barton J., Hirst E., Clark J. Simultaneous light scattering and intrinsic fluorescence measurements for the classification of airborne particles. Appl Opt 2000, 39(21):3738-3745. 10.1364/AO.39.003738.
24. Aptowicz K., Pan Y.-L., Martin S., Fernandez E., Chang R., Pinnick R. Decomposition of atmospheric aerosol phase function by particle size and asphericity from measurements of single particle optical scattering patterns. J Quant Spectrosc Radiat Transf 2013, 131:13-23. 10.1016/j.jqsrt.2013.03.020.
25. Johnson R., Wichern D. Applied multivariate statistical analysis 1998, Prentice Hall, New Jersey. 4th ed.
26. Auger J.-C., Fernandes G., Aptowicz K., Pan Y.-L., Chang R. Influence of surface roughness on the elastic-light scattering patterns of micron-sized aerosol particles. Appl Phys B 2010, 99:229-234. 10.1007/s00340-010-3914-0.
27. Crosta G., Pan Y.-L., Aptowicz K., Casati C., Pinnick R., Chang R., et al. Automated classification of single airborne particles from two-dimensional angle-resolved optical scattering (taos) patterns by non-linear filtering. J Quant Spectrosc Radiat Transf 2013, 131:215-233. 10.1016/j.jqsrt.2013.06.009.
28. Mike J. Classification algorithms. London: Collins; 1985.
29. Klecka W. Discriminant analysis. Quantitative applications in the social sciences, vol. 19 1980, Sage Publications, Thousand Oaks, CA.
30. Shen H., Carter J., Brereton R., Eckers C. Discrimination between tablet production methods using pyrolysis-gas chromatography-mass spectrometry and pattern recognition. The Analyst 2003, 128:287-292. 10.1039/B211574C.
31. Kachigan S. Multivariate statistical analysis: a conceptual introduction 1991, Radius Press, New York. 2nd ed.