Mie-T矩阵耦合的沙尘多次散射效应表征与Monte Carlo验证

汤牧云; 朝克夫; 华文成; 崔存森

doi:10.37188/CO.2025-0126

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Chinese Optics > 2025 > Accepted Manuscript

TANG Mu-yun, CHAO Ke-fu, HUA Wen-cheng, CUI Cun-sen. Characterization of multiple scattering effects in dust particles via Mie-T-Matrix coupling and Monte Carlo verification[J]. Chinese Optics. doi: 10.37188/CO.2025-0126

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Characterization of multiple scattering effects in dust particles via Mie-T-Matrix coupling and Monte Carlo verification

doi: 10.37188/CO.2025-0126

cstr: 32171.14.CO.2025-0126

TANG Mu-yun^{1, 2
,},
CHAO Ke-fu^{1, 2
,
,},
HUA Wen-cheng^{1, 2},
CUI Cun-sen^{1, 2}

1.
College of Physics and Electronic Information, Inner Mongolia Normal University, Hohhot 010022, China
2.
Inner Mongolia Key Laboratory for Physics and Chemistry of Functional Material, Hohhot 010022, China

Funds: Supported by National Natural Science Foundation of China (No. 12164034); Key Research and Development Program of Ordos (No. YF20240032)

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Corresponding author: phyerick@imnu.edu.cn
Received Date: 30 Sep 2025
Accepted Date: 26 Nov 2025

Available Online: 03 Dec 2025

Abstract

Abstract

Objective: To accurately quantify the attenuation of visible light in urban optoelectronic systems during dust weather, this study establishes a predictive model that integrates corrections for non-spherical particles, using the Hohhot region as a case study. Method: Utilizing Mie scattering theory alongside scanning electron microscopy and energy-dispersive X-ray spectroscopy data from local dust samples, the extinction characteristics of dust particles in typical red green and blue wavebands were calculated. Scattering parameters for non-spherical particles were corrected via the T-matrix method. Photon multiple scattering was then simulated with the Monte Carlo method to systematically compare attenuation rates between single and multiple scattering models. Result: The results demonstrate that the single-scattering model systematically overestimates the attenuation rate, with a maximum error of 18.3% in the blue band. After multiple scattering correction, the attenuation rate decreased by an average of 12.4%. In this case, visibility is 400 meters, the attenuation rate for blue light was approximately 95 dB/km, significantly exceeding the value of 70 dB/km for red light. Conclusion: The hybrid model developed significantly enhances the prediction accuracy for visible light attenuation in dusty environments, elucidating the critical roles of multiple scattering effects. This work provides a reliable theoretical and data-driven foundation for optimizing urban optoelectronic systems in dust-prone conditions.
- dust weather,
- extinction coefficient,
- Mie scattering theory,
- T-matrix method,
- Monte Carlo simulation,
- visible light propagation

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References(26)

References

[1]	MEZAAL M T, ARIPIN N B M, OTHMAN N S, et al. Empirical modelling of dust storm path attenuation for 5G mmWave[J]. Results in Engineering, 2024, 22: 102092. doi: 10.1016/j.rineng.2024.102092
[2]	饶瑞中. 现代大气光学及其应用[J]. 大气与环境光学学报, 2006, 1(1): 2-13. RAO R ZH. Modern atmospheric optics and its applications[J]. Journal of Atmospheric and Environmental Optics, 2006, 1(1): 2-13. (in Chinese).
[3]	汪杰君, 刘小燕, 张玉婷, 等. 偏振光在气溶胶中的传输特性研究[J]. 激光与光电子学进展, 2018, 55(8): 080103. doi: 10.3788/LOP55.080103 WANG J J, LIU X Y, ZHANG Y T, et al. Transmission characteristics of polarized light in aerosol[J]. Laser & Optoelectronics Progress, 2018, 55(8): 080103. (in Chinese). doi: 10.3788/LOP55.080103
[4]	高晶, 陈金琪, 石茹琳, 等. 近23 a中国北方强沙尘暴时空分布特征及环流分析[J]. 山地气象学报, 2025, 49(3): 93-98. doi: 10.3969/j.issn.1003-6598.2025.03.012 GAO J, CHEN J Q, SHI R L, et al. Spatio-temporal distribution characteristics and circulation analysis of strong sandstorms in northern China in the nearly 23 years[J]. Journal of Mountain Meteorology, 2025, 49(3): 93-98. (in Chinese). doi: 10.3969/j.issn.1003-6598.2025.03.012
[5]	王志楠, 王萌萌, 朱嘉毅. 呼和浩特市沙尘天气预报指标分析[J]. 内蒙古科技与经济, 2025(1): 117-120,129. WANG ZH N, WANG M M, ZHU J Y. Analysis of forecast indicators for sand-dust weather in Hohhot City[J]. Inner Mongolia Science Technology & Economy, 2025(1): 117-120,129. (in Chinese) (查阅网上资料, 未找到本条文献英文信息, 请确认).
[6]	MÜLLER T, SCHLADITZ A, MASSLING A, et al. Spectral absorption coefficients and imaginary parts of refractive indices of Saharan dust during SAMUM-1[J]. Tellus B: Chemical and Physical Meteorology, 2009, 61(1): 79-95. doi: 10.1111/j.1600-0889.2008.00399.x
[7]	WAGNER R, AJTAI T, KANDLER K, et al. Complex refractive indices of Saharan dust samples at visible and near UV wavelengths: a laboratory study[J]. Atmospheric Chemistry and Physics, 2012, 12(5): 2491-2512. doi: 10.5194/acp-12-2491-2012
[8]	李学彬, 徐青山, 魏合理, 等. 1次沙尘暴天气的消光特性研究[J]. 激光技术, 2008, 32(6): 566-567,575. LI X B, XU Q SH, WEI H L, et al. Extinction character of one sand and dust blowing[J]. Laser Technology, 2008, 32(6): 566-567,575. (in Chinese).
[9]	冯倩, 邹斌, 赵崴. 可见光波段非球形沙尘气溶胶散射和辐射特性的理论模拟[J]. 大气与环境光学学报, 2015, 10(1): 1-10. doi: 10.3969/j.issn.1673-6141.2015.01.001 FENG Q, ZOU B, ZHAO W. Theoretical simulation of scattering and radiative properties of nonspherical dust aerosols at visible wavelength[J]. Journal of Atmospheric and Environmental Optics, 2015, 10(1): 1-10. (in Chinese). doi: 10.3969/j.issn.1673-6141.2015.01.001
[10]	李曙光, 刘晓东, 侯蓝田, 等. 沙尘暴对大气能见度影响的数值模拟与分析[J]. 应用激光, 2003, 23(2): 87-90. doi: 10.3969/j.issn.1000-372X.2003.02.008 LI SH G, LIU X D, HOU L T, et al. Theoretical calculation about influence of sand storm on atmospheric visibility[J]. Applied Laser, 2003, 23(2): 87-90. (in Chinese). doi: 10.3969/j.issn.1000-372X.2003.02.008
[11]	孙琦云, 徐军, 高旸, 等. 可见光在不同类型气溶胶中的传输特性[J]. 激光与光电子学进展, 2018, 55(11): 110103. doi: 10.3788/LOP55.110103 SUN Q Y, XU J, GAO Y, et al. Transmission characteristics of visible light in different types of aerosols[J]. Laser & Optoelectronics Progress, 2018, 55(11): 110103. (in Chinese). doi: 10.3788/LOP55.110103
[12]	王惠琴, 王彦刚, 曹明华, 等. 沙尘天气下大气能见度对激光光强的影响[J]. 光子学报, 2015, 44(2): 0229001. doi: 10.3788/gzxb20154402.0229001 WANG H Q, WANG Y G, CAO M H, et al. Impact of atmospheric visibility on laser intensity in sand and dust weather[J]. Acta Photonica Sinica, 2015, 44(2): 0229001. (in Chinese). doi: 10.3788/gzxb20154402.0229001
[13]	徐强, 王东琴, 吴振森. 大气灰霾高浓度气溶胶光学散射传输特性研究进展[J]. 大气与环境光学学报, 2015, 10(6): 437-444. doi: 10.3969/j.issn.1673-6141.2015.06.001 XU Q, WANG D Q, WU ZH S. Research progress of optical scattering transmission properties of haze and other high concentration of atmospheric aerosol[J]. Journal of Atmospheric and Environmental Optics, 2015, 10(6): 437-444. (in Chinese). doi: 10.3969/j.issn.1673-6141.2015.06.001
[14]	MA O J, TIAN Y L, REN Y ZH, et al. Long-term (2017-2020) aerosol optical depth observations in Hohhot city in Mongolian plateau and the impacts from different types of aerosol[J]. Atmosphere, 2022, 13(5): 737. doi: 10.3390/atmos13050737
[15]	AHMED A S. Role of particle-size distributions on millimetre-wave propagation in sand/dust storms[J]. IEE Proceedings H (Microwaves, Antennas and Propagation), 1987, 134(1): 55-59. doi: 10.1049/ip-h-2.1987.0011
[16]	王鹏程, 张肃, 申成彪, 等. 偏振光在椭球细粒子中多次散射传输特性[J]. 中国光学(中英文), 2023, 16(2): 348-357. doi: 10.37188/CO.2022-0144 WANG P CH, ZHANG S, SHEN CH B, et al. Multiple scattering transmission characteristic of polarized light in ellipsoidal fine particles[J]. Chinese Optics, 2023, 16(2): 348-357. (in Chinese). doi: 10.37188/CO.2022-0144
[17]	BI L, YANG P, KATTAWAR G W, et al. Efficient implementation of the invariant imbedding T-matrix method and the separation of variables method applied to large nonspherical inhomogeneous particles[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 2013, 116: 169-183. doi: 10.1016/j.jqsrt.2012.11.014
[18]	PAN H L, HUANG J, KUMAR K R, et al. The CALIPSO retrieved spatiotemporal and vertical distributions of AOD and extinction coefficient for different aerosol types during 2007-2019: a recent perspective over global and regional scales[J]. Atmospheric Environment, 2022, 274: 118986. doi: 10.1016/j.atmosenv.2022.118986
[19]	BI L, YANG P. Accurate simulation of the optical properties of atmospheric ice crystals with the invariant imbedding T-matrix method[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 2014, 138: 17-35. doi: 10.1016/j.jqsrt.2014.01.013
[20]	赵楠, 薛育, 王晶. 利用蒙特卡洛法分析红外光学系统的杂散辐射[J]. 中国光学与应用光学, 2010, 3(06): 665-670. doi: 10.3969/j.issn.2095-1531.2010.06.021 ZHAO N, XUE Y, WANG J. Analysis of stray radiation from infrared optical system with Monte-Carlo method[J]. Chinese Journal of Optics and Applied Optics, 2010, 3(06): 665-670. (in Chinese). doi: 10.3969/j.issn.2095-1531.2010.06.021
[21]	LODGE M G, WAKEFORD H R, LEINHARDT Z M. Aerosols are not spherical cows: using discrete dipole approximation to model the properties of fractal particles[J]. Monthly Notices of the Royal Astronomical Society, 2024, 527(4): 11113-11137.
[22]	何欣波, 魏兵. 基于悬挂变量的显式无条件稳定时域有限差分亚网格算法[J]. 物理学报, 2024, 73(8): 080202. doi: 10.7498/aps.73.20231813 HE X B, WEI B. Explicit and unconditionally stable finite-difference time-domain subgridding algorithm based on hanging variables[J]. Acta Physica Sinica, 2024, 73(8): 080202. (in Chinese). doi: 10.7498/aps.73.20231813
[23]	DAHMANE A, BONGRAND M, BOURGEOIS C, et al. Light propagation modeling in a Mie-scattering dominated scintillator[J]. IEEE Transactions on Radiation and Plasma Medical Sciences, 2025. (Early Access) (查阅网上资料, 未找到本条文献卷期号与页码, 请确认).
[24]	张合勇, 王挺峰, 邵俊峰, 等. 基于Mie散射的CO₂激光大气传输特性测量[J]. 中国光学与应用光学, 2010, 3(4): 353-362. doi: 10.3969/j.issn.2095-1531.2010.04.008 ZHANG H Y, WANG T F, SHAO J F, et al. Measurement of CO₂ laser atmospheric transmission property based on Mie scattering[J]. Chinese Journal of Optics and Applied Optics, 2010, 3(4): 353-362. (in Chinese). doi: 10.3969/j.issn.2095-1531.2010.04.008
[25]	王红霞, 孙红辉, 张清华. 沙尘暴对红外辐射的消光特性分析(特约)[J]. 红外与激光工程, 2020, 49(7): 20201022. doi: 10.3788/IRLA20201022 WANG H X, SUN H H, ZHANG Q H. Analysis of extinction characteristics of sandstorm to infrared radiation (Invited)[J]. Infrared and Laser Engineering, 2020, 49(7): 20201022. (in Chinese). doi: 10.3788/IRLA20201022
[26]	陈鹏, 赵继广, 杜小平, 等. 基于粒子群优化的近似散射相函数拟合方法[J]. 红外与激光工程, 2019, 48(12): 120300. CHEN P, ZHAO J G, DU X P, et al. Approximate scattering phase function fitting method based on particle swarm optimization[J]. Infrared and Laser Engineering, 2019, 48(12): 120300. (in Chinese).

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Characterization of multiple scattering effects in dust particles via Mie-T-Matrix coupling and Monte Carlo verification

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Characterization of multiple scattering effects in dust particles via Mie-T-Matrix coupling and Monte Carlo verification

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doi: 10.37188/CO.2025-0126

cstr: 32171.14.CO.2025-0126