Chinese Journal of Lasers, Volume. 51, Issue 5, 0510005(2024)
Aerosol Mass Concentration Retrieval Algorithm Based on LiDAR and Microwave Radiometry
[1] Wu J, Yang C P, Liu J B[M]. Theory of light transmission in the atmosphere(2005).
[2] Li Z Q, Xie Y S, Zhang Y et al. Advance in the remote sensing of atmospheric aerosol composition[J]. Journal of Remote Sensing, 23, 359-373(2019).
[3] Xu W, Xiu G L, Tao J et al. Characterization of light scattering extinction and the relationship with particle components in Shanghai[J]. Acta Scientiae Circumstantiae, 35, 379-385(2015).
[4] Winker D M, Pelon J, Coakley J A, et al. The CALIPSO mission: a global 3D view of aerosols and clouds[J]. Bulletin of the American Meteorological Society, 91, 1211-1230(2010).
[5] Chan C K, Yao X H. Air pollution in mega cities in China[J]. Atmospheric Environment, 42, 1-42(2008).
[6] Solomon P A, Costantini M, Grahame T J et al. Air pollution and health: bridging the gap from sources to health outcomes: conference summary[J]. Air Quality, Atmosphere & Health, 5, 9-62(2012).
[7] Comerón A, Muñoz-Porcar C, Rocadenbosch F et al. Current research in lidar technology used for the remote sensing of atmospheric aerosols[J]. Sensors, 17, 1450(2017).
[8] Dong Z G, Deng K, Cai W. Summary of laser radar technology development for atmospheric detection[J]. Electro-Optic Technology Application, 37, 53-57(2022).
[9] Tian X M, Liu D, Xu J W et al. Review of lidar technology for atmosphere monitoring[J]. Journal of Atmospheric and Environmental Optics, 13, 321-341(2018).
[10] Klett J D. Lidar inversion with variable backscatter/extinction ratios[J]. Applied Optics, 24, 1638-1643(1985).
[11] Chen Z Y, Huang Y F, Yao Z L et al. The aerosol optical characteristics in different dust events based on a 532 nm and 355 nm polarization lidar in Beijing[J]. Remote Sensing, 15, 3494(2023).
[12] Dong D B, Zhang G Y, Lu D C et al. Stageful characteristics of aerosol spectral distribution and optical properties during a dust episode in Shouxian[J]. Laser & Optoelectronics Progress, 59, 1901002(2022).
[13] Mao F Y, Xu W W, Zang L et al. Research progress and challenges in retrieval of ground-based Mie scattering lidar[J]. Acta Optica Sinica, 43, 1899907(2023).
[14] Li S W. Study on lidar detection method of aerosol mass concentration distribution[D], 26(2022).
[15] Han D W, Liu W Q, Liu J G et al. Retrieval method for aerosol mass concentration vertical distribution[J]. Chinese Journal of Lasers, 33, 1567-1573(2006).
[16] Luo H H, Chen Z Y, Zhang T S et al. Comparison of aerosol vertical distribution based on CALIPSO satellite and ground observation data[J]. Chinese Journal of Lasers, 46, 1201003(2019).
[17] Fu S L, Xie C B, Li L et al. PM2.5 concentration identification based on lidar detection[J]. Acta Optica Sinica, 41, 0928001(2021).
[18] Tao Z M, Ma X M, Liu D et al. Statistical distribution of PM2.5 mass concentration profiles at west suburb of Hefei city in 2014[J]. Acta Optica Sinica, 36, 0601001(2016).
[19] Zhang W J, Lü B, Sun F J et al. Research on inversion method of PM2.5 mass concentration by aerosol extinction coefficient[J]. Infrared and Laser Engineering, 49, 20200367(2020).
[20] Wu Y, Deng R R, Qin Y et al. Vertical distribution of aerosol mass concentration over Pearl River Delta observed by LiDAR during autumn and winter[J]. Journal of Remote Sensing, 24, 302-318(2020).
[21] Mo Z S, Bu L B, Wang Q et al. Estimation of particulate matter mass concentration based on generalized regression neural network model combining aerosol extinction coefficient and meteorological elements[J]. Chinese Journal of Lasers, 49, 1710001(2022).
[22] Lei L F, Lu J P, Zhu L et al. Atmospheric remote sensing using multi-channel ground-based microwave radiometer[J]. Journal of Remote Sensing, 18, 180-191(2014).
[23] Tan Q, Yao Z G, Zhao Z L et al. Analysis of atmospheric parameter retrievals from multi-band microwave sounding instruments[J]. Remote Sensing Technology and Application, 30, 170-177(2015).
[24] Fernald F G. Analysis of atmospheric lidar observations: some comments[J]. Applied Optics, 23, 652-653(1984).
[25] Tesche M, Ansmann A, Müller D et al. Vertically resolved separation of dust and smoke over Cape Verde using multiwavelength Raman and polarization lidars during Saharan Mineral Dust Experiment 2008[J]. Journal of Geophysical Research: Atmospheres, 114, D13202(2009).
[26] Hu H L, Wu Y H, Xie C B et al. Aerosol pollutant boundary layer measured by liDAR at Beijing[J]. Research of Environmental Sciences, 17, 59-66, 73(2004).
[27] Shen F Z, Guo S L, Zhang W et al. Retrieving aerosol mass concentration vertical distribution in north suburb area of Nanjing city[J]. Journal of Applied Optics, 37, 425(2016).
[28] Qi S Q. Study on the identification of aerosol and cloud and the absorption characteristics of aerosol by using dual-band polarized lidar observation[D], 30(2020).
Get Citation
Copy Citation Text
Chengli Ji, Zhenyi Chen, Yifeng Huang, Jiajia Mao, Zhicheng Wang, Ruichang Gu, Aiming Liu, Chunsheng Zhang, Yan Xiang. Aerosol Mass Concentration Retrieval Algorithm Based on LiDAR and Microwave Radiometry[J]. Chinese Journal of Lasers, 2024, 51(5): 0510005
Category: remote sensing and sensor
Received: Oct. 12, 2023
Accepted: Dec. 25, 2023
Published Online: Mar. 18, 2024
The Author Email: Chen Zhenyi (zychen@btbu.edu.cn)
CSTR:32183.14.CJL231280