气溶胶等效复折射率反演的免疫进化算法

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Abstract

Based on immune evolutionary algorithm to optimize the objective function derived from Mie scattering theory, a new approach, which aimed at retrieving equivalent complex refractive index of aerosol particles (including both real part and imaginary part as a whole), was innovatively proposed. By utilizing the hourly aerosol scattering coefficient, aerosol absorption coefficient, and the coincidental data obtained from GRIMM180 in Chengdu from September to December 2017, the results showed thatthe new approach featured universal, fast convergent, robust, and precise. Compared with other available methods of retrieving equivalent complex refractive index of aerosol particles, the advantages of the new approach were further confirmed. The above achievement indicated that thenew algorithm should help to more clearly understand the evolution mechanism of equivalent complex refractive index of aerosol particles and aerosol hygroscopic growth model.

Key words： aerosol complex refractive index retrieval Mie scattering theory immune evolutionary algorithm

Received: 13 July 2018

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X513

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	Articles by authors
	ZHANG Zhi-cha
	NI Chang-jian
	DENG Ye
	TANG Jin-ying
	ZHU Yu-lei
	YANG Yin-shan
	DENG Pei-yun

Cite this article:

ZHANG Zhi-cha,NI Chang-jian,DENG Ye等. Retrieval of equivalent complex refractive index of aerosol particles based on immune evolution algorithm[J]. CHINA ENVIRONMENTAL SCIENCECE, 2019, 39(2): 554-559.

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http://www.zghjkx.com.cn/EN/ OR http://www.zghjkx.com.cn/EN/Y2019/V39/I2/554

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