Abstract
The extinction coefficient of atmospheric aerosol particles influences the earth’s radiation balance directly or indirectly, and it can be determined by the scattering and absorption characteristics of aerosol particles. The problem of estimating the change of extinction coefficient due to time evolution of bimodal particle size distribution is studied, and two improved methods for calculating the Brownian coagulation coefficient and the condensation growth rate are proposed, respectively. Through the improved method based on Otto kernel, the Brownian coagulation coefficient can be expressed simply in powers of particle volume for the entire particle size regime based on the fitted polynomials of the mean enhancement function. Meanwhile, the improved method based on Fuchs–Sutugin kernel is developed to obtain the condensation growth rate for the entire particle size regime. And then, the change of the overall extinction coefficient of bimodal distributions undergoing Brownian coagulation and condensation can be estimated comprehensively for the entire particle size regime. Simulation experiments indicate that the extinction coefficients obtained with the improved methods coincide fairly well with the true values, which provide a simple, reliable, and general method to estimate the change of extinction coefficient for the entire particle size regime during the bimodal particle dynamic processes.
Similar content being viewed by others
References
Barrett JC, Jheeta JS (1996) Improving the accuracy of the moments method for solving the aerosol general dynamic equation. J Aerosol Sci 8:1135–1142
Barrett JC, Webb NA (1998) A comparison of some approximate methods for solving the aerosol general dynamic equation. J Aerosol Sci 1–2:31–39
Binkowski FS, Shankar U (1995) The regional particulate matter model 1. Model description and preliminary results. J Geophys Res 12:26191–26209
Bohrend CF, Huffman R (1998) Absorption and scattering of light by small particles. Wiley, New York
Efendiev Y, Struchtrup H, Luskin M, Zachariah MR (2002) A hybrid sectional-moment model for coagulation and phase segregation in binary liquid nanodroplets. J Nanopart Res 4:61–72
Garca-Nieto PJ (2002) Study of visibility degradation due to coagulation, condensation, and gravitational settling of the atmospheric aerosol. Aerosol Sci Technol 36:814–827
Jeong JI, Choi M (2004) A bimodal moment model for the simulation of particle growth. J Aerosol Sci 9:1071–1090
Jung CH, Kim YP (2006) Numerical estimation of the effects of condensation and coagulation on visibility using the moment method. J Aerosol Sci 2:143–161
Jung CH, Kim YP (2007) Particle extinction coefficient for polydispersed aerosol using a harmonic mean type general approximated solution. Aerosol Sci Technol 11:994–1001
Jung CH, Kim YP (2008) Theoretical study on the change of the particle extinction coefficient during the aerosol dynamic processes. J Aerosol Sci 10:904–916
Jung CH, Kim YP, Lee KW (2002) Simulation of the influence of coarse mode particles on the properties of fine mode particles. J Aerosol Sci 8:1201–1216
Kalani A, Christofides PD (2002) Simulation, estimation and control of size distribution in aerosol processes with simultaneous reaction, nucleation, condensation and coagulation. Comput Chem Eng 7–8:1153–1169
Kaskaoutis DG, Kambezidis HD (2006) Investigation into the wavelength dependence of the aerosol optical depth in the Athens area. Q J R Meteorol Soc 620:2217–2234
Kumar J, Peglow M, Warnecke G, Heinrich S (2008) An efficient numerical technique for solving population balance equation involving aggregation, breakage, growth and nucleation. Powder Technol 1:81–104
Lee KW, Chen H, Gieseke JA (1984) Log-normally preserving size distribution for Brownian coagulation in the free-molecule regime. Aerosol Sci Technol 1:53–62
Megaridis CM, Dobbins RA (1990) A bimodal integral solution of the dynamic equation for an aerosol undergoing simultaneous particle inception and coagulation. Aerosol Sci Technol 2:240–255
Otto E, Fissan H, Park SH, Lee KW (1999) The log-normal size distribution theory of Brownian aerosol coagulation for the entire particle size range: part II—analytical solution using Dahneke’s coagulation kernel. J Aerosol Sci 1:17–34
Park SH, Lee KW (2000a) Moment method of log-normal size distribution for coagulation problem: constant collision kernel mode. Part Sci Technol 4:293–307
Park SH, Lee KW (2000b) Condensational growth of polydisperse aerosol for the entire particle size range. Aerosol Sci Technol 3:222–227
Peglow M, Kumar J, Warnecke G, Heinrich S, Mörl L (2006) A new technique to determine rate constants for growth and agglomeration with size- and time-dependent nuclei formation. Chem Eng Sci 1:282–292
Pratsinis SE (1988) Simultaneous nucleation, condensation, and coagulation in aerosol reactors. J Colloid Interface Sci 2:416–427
Sandu A, Borden C (2003) A framework for the numerical treatment of aerosol dynamics. Appl Numer Math 4:475–497
Tsang TH, Brock JR (1983) Simulation of condensation aerosol growth by condensation and evaporation. Aerosol Sci Technol 3:311–320
Whitby ER, McMurry PH (1997) Modal aerosol dynamics modeling. Aerosol Sc Technol 6:673–688
Wiscombe WJ (1980) Improved Mie scattering algorithms. Appl Opt 9:1505–1509
Yu MZ, Lin JZ, Jin HH, Ying J (2011) The verification of the Taylor-expansion moment method for the nanoparticle coagulation in the entire size regime due to Brownian motion. J Nanopart Res 13:2007–2020
Acknowledgments
This study was supported by the National Natural Science Foundation of China (No. 11132008) and Zhejiang Province Natural Science Funds (Y6110147). The authors thank E.R. Whitby (Chimera Technologies, Inc., USA) and C.H. Jung (Kyungin Women’s College, Korea) for useful discussions on the coagulation and condensation.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Tang, H., Lin, JZ. Research on bimodal particle extinction coefficient during Brownian coagulation and condensation for the entire particle size regime. J Nanopart Res 13, 7229–7245 (2011). https://doi.org/10.1007/s11051-011-0637-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11051-011-0637-z