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https://www.sciencedirect.com/science/article/abs/pii/S1674200124000014

*Authors*
Qianjun Mao, Xin Nie

https://doi.org/10.1016/j.partic.2023.12.013

*03 January 2024*

*Abstract*
The aerosol nonsphericity causes great uncertainty in radiative forcing
assessments and climate simulations. Although considerable studies have
attempted to quantify this uncertainty, the relationship between aerosol
nonsphericity and particle size is usually not considered, thus reducing
the accuracy of results. In this paper, coupled inversion algorithm
combining improved stochastic particle swarm optimization algorithm and
angular light-scattering is used for the nonparametric estimation of
aerosol nonsphericity variation with particle size, and the optimal sample
selection method is employed to screen data. Based on the verification of
inversion accuracy, the variation of aerosol aspect ratio with particle
size based on the ellipsoidal model in global regions has been obtained
from AERONET data, and the effect of nonsphericity on radiative forcing and
dry deposition has been studied. The results show that the aspect ratio
increases with particle size in all regions, with the maximum from 1.4 to
1.8 in the desert, reflecting the differences in aerosol composition at
different particle sizes. In radiation calculations, considering aerosol
nonsphericity makes the aerosol cooling effect weaker and surface radiative
fluxes increase, but hardly change the aerosol absorption, with maximum
differences of 9.22% and 22.12% at the bottom and top of the atmosphere,
respectively. Meanwhile, the differences in radiative forcing between
aspect ratios as a function of particle size and not varying with particle
size are not significant, averaging less than 2%. Besides, the aspect ratio
not varying with particle size underestimates the deposition velocity of
small particles and overestimates that of large particles compared to that
as a function of particle size, with maximum differences of 7% and 4%,
respectively.

*Graphical abstract*

*Source: ScienceDirect**[image: Image 1]*

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