journal article·2014-11

Free nanoparticle characterization by optical scattered field analysis: opportunities and perspectives

Marco Potenza, Paolo Milani

Journal of Nanoparticle Research· Volume 16· Issue 11
Publisher page

Abstract

Methods for the facile and in-line characterization of size distribution and physical properties of unsupported nanoparticles are of paramount importance for fundamental research and industrial applications. The state-of-the-art free nanoparticle characterization methods do not provide accuracy, high throughput, and operation easiness to support widespread use for routine characterization. In this perspective paper, we describe and discuss the opportunities provided by approaches for nanoparticle characterization based on optical measurements of the field scattered by particles. In particular, we show how insightful is the measure of both the real and the imaginary parts of the field amplitude, a task that has been considered in the past but never had a widespread exploitation. A number of opportunities are generated by this approach, in view of assessing a more efficient characterization and a better understanding of the properties of nanoparticles. We focus our attention on the capability of characterizing nanoparticles of wide interest for applications, considering cases where traditional approaches are not currently effective. Possible exploitations are both in research and in industrial environments: to validate a synthetic process, for example, or for in-line monitoring of a production plant to generate advanced process control tools, as well as decision-making tools for acting in real time during the production.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Gold and Silver Nanoparticles Synthesis and Applications · Coagulation and Flocculation Studies · Nanoparticles: synthesis and applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (86)

Show source-provided references
1. Albani S et al (2014) Improved dust representation in the community atmosphere model. J Adv Model Earth Syst, accepted10.1002/2013MS000279 ↗
2. Aragon SR, Pecora BJ (1976) Theory of dynamic light scattering from polydisperse systems. J Chem Phys 64:2395–240410.1063/1.432528 ↗
3. Ball RC, Weitz DA, Witten TA, Leyvraz F (1987) Universal kinetics in reaction-limited aggregation. Phys Rev Lett 58:27410.1103/PhysRevLett.58.274 ↗
4. Bantle S, Schmidt M, Burchard W (1982) Simultaneous static and dynamic light scattering. Macromolecules 15:1604–160910.1021/ma00234a028 ↗
5. Bassini A et al (1992) Optical particle sizer based on the Chahine inversion algorithm. Opt Eng 31:1112–111710.1117/12.56158 ↗
6. Bassini A et al (1997) Interferometric system for precise submicrometer particle sizing. Appl Opt 31:8121–812710.1364/AO.36.008121 ↗
7. Batchelder JS, Taubenblatt MA (1989) Interferometric detection of forward scattered light from small particles. Appl Phys Lett 55:215–21710.1063/1.102268 ↗
8. Batchelder JS, Taubenblatt MA (1990) Measurement of size and refractive index of particles using the complex forward-scattered electromagnetic field. US Patent 547735
9. Batchelder JS, Taubenblatt MA (1991) Measurement of the size and refractive index of a small particle using the complex forward-scattered electromagnetic field. Appl Opt 30:4972–497910.1364/AO.30.004972 ↗
10. Berne BJ, Pecora R (2000) Dynamic light scattering. Dover, New York
11. Bohren CF, Huffman DR (1998) Absorption and scattering of light by small particles. Wiley-VCH, Berlin10.1002/9783527618156 ↗
12. Borghese F, Denti P, Saija R (2003) Scattering from model nonspherical particles. Springer, Berlin10.1007/978-3-662-05330-0 ↗
13. Brogioli D, Vailati A, Giglio M (2002) Heterodyne near field scattering. Appl Phys Lett 81:4109–411210.1063/1.1524702 ↗
14. Chylek P, Grams GW, Pinninck RG (1976) Light scattering by irregular randomly oriented particles. Science 193:480–48210.1126/science.193.4252.480 ↗
15. Cornillault J (1972) Particle size analyzer. Appl Opt 11:265–26810.1364/AO.11.000265 ↗
16. De Temmerman P-J, Van Doren E, Verleysen E, Van der Stede Y, Francisco MAD, Mast J (2012) Quantitative characterization of agglomerates and aggregates of pyrogenic and precipitated amorphous silica nanomaterials by transmission electron microscopy. J Nanobiotech 10:2410.1186/1477-3155-10-24 ↗
17. Delmonte B et al (2005) Ice core evidence for secular variability and 200-year dipolar oscillations in atmospheric circulation over East Antarctica during the Holocene. Clim Dyn 24:641–65510.1007/s00382-005-0012-9 ↗
18. Eidhammer T (2008) Determination of index of refraction and size of supermicrometer particles from light scattering measurements at two angles. J Geoph Res 113:D1620610.1029/2007JD009607 ↗
19. Ferri F et al (1988) Low-angle elastic light scattering study of diffusion-limited aggregation. Europhys Lett 7:599–60410.1209/0295-5075/7/7/005 ↗
20. Frisken B (2001) Revisiting the cumulant method for the analysis of dynamic light scattering data. Appl Opt 40:4087–409110.1364/AO.40.004087 ↗
21. Gebhart J (1991) Response of single-particle optical counters to particles of irregular shape. Part Part Syst Charact 8(1991):40–4710.1002/ppsc.19910080109 ↗
22. Ghosal S, Weber PK, Laskin A (2014) Spatially resolved chemical imaging of individual atmospheric particles using nanoscale imaging mass spectrometry: insights into particle origin and chemistry. Anal Methods 6:2413–279210.1039/C3AY42012D ↗
23. Giglio M, Carpineti M, Vailati A (2000) Space intensity correlations in the near field of the scattered light: a direct measurement of the density correlation function g(r). Phys Rev Lett 85:1416–141910.1103/PhysRevLett.85.1416 ↗
24. Giglio M, Potenza MAC (2004) A method for measuring properties of particles by means of interference fringe analysis and corresponding apparatus. Patent IT TO20040100; PCT/IB2005/000411
25. Giglio M, Potenza MAC (2005) Process for measuring properties of particles and corresponding apparatus. Patent PCT/IT2005/000362
26. Goldburg WI (1999) Dynamic light scattering. Am J Phys 67:1152–116010.1119/1.19101 ↗
27. Goodman JJ (1996) Introduction to fourier optics. McGraw-Hill, New York
28. Gravatt CC (1971) The applications of light scattering. Appl Spectrosc 25:509–51610.1366/000370271779950472 ↗
29. Hansen JE, Lacis AA (1990) Sun and dust versus greenhouse gases: an assessment of their relative roles. Nature 346:712–71910.1038/346712a0 ↗
30. Harvey LDD (1988) Climatic impact of ice-age aerosols. Nature 334:333–33410.1038/334333a0 ↗
31. Heim M et al (2008) Performance evaluation of three optical counters with an efficient “multimodal” calibration method. Aerosol Sci 39:1019–103110.1016/j.jaerosci.2008.07.006 ↗
32. Hoekstra AG, Sloot PMA (1994) New computational techniques to simulate light-scattering from arbitrary particles. Part Syst Charact 11:189–19310.1002/ppsc.19940110304 ↗
33. Hoekstra AG, Grimminck MD, Sloot PMA (1998) Large scale simulations of elastic light scattering by a fast discrete dipole approximation. Int J Mod Phys C 9:87–10210.1142/S012918319800008X ↗
34. Hoekstra AG et al (2001) Radiation forces in the discrete-dipole approximation. J Opt Soc Am 18:1944–195310.1364/JOSAA.18.001944 ↗
35. Hole P et al (2013) Interlaboratory comparison of size measurements on nanoparticles using nanoparticle tracking analysis (NTA). J Nanoparticle Res 15:2101–211310.1007/s11051-013-2101-8 ↗
36. Iida K, Stolzenburg MR, McMurry PH (2009) Effect of working fluid on sub-2 nm particle detection with a laminar flow ultrafine condensation particle counter. Aerosol Sci Technol 43:81–9610.1080/02786820802488194 ↗
37. Keller AA, McFerran S, Lazareva A, Suh S (2013) Global life-cycle releases of engineered nanomaterials. J Nanopart Res 15:169210.1007/s11051-013-1692-4 ↗
38. Lattuada M, Wu H, Morbidelli M (2004) Rotational diffusivity of fractal clusters. Langmuir 2004(20):5630–563610.1021/la049530p ↗
39. Lin MY et al (1989a) Universality in colloidal aggregation. Nature (London) 339:360–36210.1038/339360a0 ↗
40. Lin MY, Lindsay HM, Weitz DA, Klein R, Ball RC, Meakin P (1989b) Universality of fractal aggregates probed by light scattering. Proc R Soc Lond A 423:71–8710.1098/rspa.1989.0042 ↗
41. Lin MY, Lindsay HM, Weitz DA, Klein R, Ball RC, Meakin P (1990) Universal reaction limited colloid aggregation. Phys Rev A 41:2005–202010.1103/PhysRevA.41.2005 ↗
42. Liu Y, Daum PH (2000) The effect of refractive index on size distributions and light scattering coefficients derived from optical particle counters. J Aerosol Sci 31:945–95710.1016/S0021-8502(99)00573-X ↗
43. Locatelli E et al (2012) Lipophilic silver nanoparticles and their polymeric entrapment into targeted-PEG-Based micelles for the treatment of glioblastoma. Adv Healthcare Mater 1:342–34710.1002/adhm.201100047 ↗
44. Mahowald N et al (2013) The size distribution of desert dust aerosols and its impact on the Earth system. In press on Aeolian Reaserch10.1016/j.aeolia.2013.09.002 ↗
45. Mazzoni S et al (2013) SODI-COLLOID: a combination of static and dynamic light scattering on board the International Space Station. Rev Sci Instrum 84:04370410.1063/1.4801852 ↗
46. Meakin P (1983) Diffusion-controlled cluster formation in 2–6 dimensional space. Phys Rev A 27:1495–150710.1103/PhysRevA.27.1495 ↗
47. Mishchenko MI, Hovenier JW, Travis LD (eds) (1999) Light scattering by nonspherical particles: theory, measurements, and applications. Academic, San Diego
48. Munoz O et al (2004) Scattering matrices of volcanic ash particles of Mount St. Helens, Redoubt, and Mount Spurr Volcanoes. J Geophys Res 109:D1620110.1029/2004JD004684 ↗
49. Murr LE, Garza KM (2009) Natural and anthropogenic environmental nanoparticulates: their microstructural characterization and respiratory health implications. Atmos Environ 43:2683–269210.1016/j.atmosenv.2009.03.002 ↗
50. Oerlemans C et al (2010) Polymeric micelles in anticancer therapy: targeting, imaging and triggered release. Pharm Res 27(12):2569–258910.1007/s11095-010-0233-4 ↗
51. Palik ED (1985) Handbook of optical constants of solids. Academic Press, Boston
52. Park J, An K, Hwang Y, Park J-G, Noh H-J, Kim J-Y, Park J-H, Hwang N-M, Yeon T (2004) Ultra-large-scale syntheses of monodisperse nanocrystals. Nat Mater 3:891–89510.1038/nmat1251 ↗
53. Penttila A et al (2007) Comparison between discrete dipole implementations and exact techniques. JQSRT 106:417–43610.1016/j.jqsrt.2007.01.026 ↗
54. Petros RA, DeSimone JM (2010) Strategies in the design of nanoparticles for therapeutic applications. Nat Rev Drug Discov 9:615–62710.1038/nrd2591 ↗
55. Potenza MAC et al (2010) How to measure the optical thickness of scattering particles from the phase delay of scattered waves: application to turbid samples. Phys Rev Lett 105:19390110.1103/PhysRevLett.105.193901 ↗
56. Potenza MAC et al (2014) Dynamics of colloidal aggregates by critical Casimir forces. Eur Phys Lett 106:6800510.1209/0295-5075/106/68005 ↗
57. Pranami G, Lamm MH, Vigil RD (2010) Molecular dynamics simulation of fractal aggregates diffusion. Phys Rev E 82:05140210.1103/PhysRevE.82.051402 ↗
58. Pratsinis SE (2010) Aerosol-based technologies in nanoscale manufacturing: from functional materials to devices through core chemical engineering”. AIChE J 56:3028–303510.1002/aic.12478 ↗
59. Purcell EM, Pennypacker CR (1973) Scattering and adsorption of light by nonspherical dielectric grains. Astrophys J 186:705–71410.1086/152538 ↗
60. Ramanathan V (1987) The role of Earth radiation budget studies in climate and general circulation research. J Geophys Res 92:4075–409510.1029/JD092iD04p04075 ↗
61. Roco MC, Mirkin CA, Hersam MC (2011) Nanotechnology research directions for societal needs in 2020: summary of international study. J Nanopart Res 13:897–91910.1007/s11051-011-0275-5 ↗
62. Royer A, De Angelis M, Petit JR (1983) A 30000 year record of physical and optical properties of microparticles from an East Antarctic ice core and implications for paleoclimate reconstruction models. Clim Chang 5:381–41210.1007/BF00140802 ↗
63. Sachweh B et al (1998) Performance evaluation of three optical counters with an efficient “multimodal” calibration method. Aerosol Sci 29:1075–108610.1016/S0021-8502(98)80004-9 ↗
64. Scheckman J, McMurry PH, Pratsinis SE (2009) Rapid characterization of agglomerate aerosols by in situ mass mobility measurements. Langmuir 25:8248–825410.1021/la900441e ↗
65. Schwartz SE (1989) Sulphate aerosols and climate. Nature 340:515–51610.1038/340515b0 ↗
66. Schwartz SE, Charlson RJ, Kahn RA, Ogren JA, Rodhe H (2010) Why hasn’t Earth warmed as much as expected? J Clim 23:2453–246410.1175/2009JCLI3461.1 ↗
67. Silva AKA et al (2013) Magnetic and photoresponsive theranosomes: translating cell-released vesicles into smart nanovectors for cancer therapy. ACS Nano 7:4954–496610.1021/nn400269x ↗
68. Swihart MT (2003) Vapor-phase synthesis of nanoparticles. Curr Opin Colloid Interface Sci 8:127–13310.1016/S1359-0294(03)00007-4 ↗
69. Tamborini E, Cipelletti L (2012) Multiangle static and dynamic light scattering in the intermediate scattering angle range. Rev Sci Instrum 83:09310610.1063/1.4751864 ↗
70. Tinke AP et al (2008) Particle shape and orientation in laser diffraction and static image analysis size distribution analysis of micrometer sized rectangular particles. Powder Technol 186:154–16710.1016/j.powtec.2007.11.017 ↗
71. Van de Hulst HC (1957) Light scattering by small particles. Dover, New York10.1063/1.3060205 ↗
72. Van Saarlos W (1987) On the hydrodynamic radius of fractal aggregates. Physica 147A:280–29610.1016/0378-4371(87)90111-7 ↗
73. Veen SJ et al (2012) Colloidal aggregation in microgravity by critical Casimir forces. PRL 109:24830210.1103/PhysRevLett.109.248302 ↗
74. Wang GM, Sorensen CM (1999) Diffusive mobility of fractal aggregates over the entire Knudsen number range. Phys Rev E 60:3036–304410.1103/PhysRevE.60.3036 ↗
75. Weitz DA et al (1985) Limits of the fractal dimension of the irreversible kinetic aggregation of gold colloids. Phys Rev Lett 54:1416–141910.1103/PhysRevLett.54.1416 ↗
76. Wiltzius P (1987) Hydrodynamic behavior of fractal aggregates. Phys Rev Lett 58:710–71310.1103/PhysRevLett.58.710 ↗
77. Wiltzius P, Saarlos W (1987) Reply to a comment. Phys Rev Lett 59:2123–212610.1103/PhysRevLett.59.2123 ↗
78. Witten TA, Sander LM (1983) Diffusion limited aggregation. Phys Rev B 27:5686–569710.1103/PhysRevB.27.5686 ↗
79. Wyatt P (1993) Light scattering and the absolute characterization of macromolecules. Anal Chim Acta 272:1–4010.1016/0003-2670(93)80373-S ↗
80. Yurkin MA, Hoekstra AG (2007) The discrete dipole approximation: an overview and recent developments. JQSRT 106:558–58910.1016/j.jqsrt.2007.01.034 ↗
81. Yurkin MA, Hoekstra AG (2011) The discrete-dipole-approximation code ADDA: capabilities and known limitations. JQSRT 112:2234–224710.1016/j.jqsrt.2011.01.031 ↗
82. Yurkin MA, Maltsev VP, Hoekstra AG (2007) The discrete dipole approximation for simulation of light scattering by particles much larger than the wavelength. JQSRT 106:546–55710.1016/j.jqsrt.2007.01.033 ↗
83. Zelenyuk A, Cai L, Imre D (2006) From agglomerates of spheres to irregularly shaped particles: determination of dynamic shape factors from measurements of mobility and vacuum aerodynamic diameters. Aerosol Sci Technol 40:197–21710.1080/02786820500529406 ↗
84. Zhang R, Khalizov A, Wang L, Hu M, Xu W (2012) Nucleation and growth of nanoparticles in the atmosphere. Chem Rev 112:1957–201110.1021/cr2001756 ↗
85. Zimm BH (1948a) The scattering of light and the radial distribution function of high polymer solutions. J Chem Phys 16:109310.1063/1.1746738 ↗
86. Zimm BH (1948b) Apparatus and methods for measurement and interpretation of the angular variation of light scattering; Preliminary results on polystyrene solutions. J Chem Phys 16:1099–111610.1063/1.1746740 ↗