Acta Optica Sinica, Volume. 43, Issue 24, 2428005(2023)

Aerosol Classification Based on Airborne High Spectral Resolution Lidar

Na Yao1, Miaomiao Zhang2, Lingbing Bu1、*, Haiyang Gao1, and Qin Wang1
Author Affiliations
  • 1School of Atmospheric Physics, Nanjing University of Information Science & Technology, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Key Laboratory of Meteorological Disaster, Ministry of Education, Nanjing 210044, Jiangsu , China
  • 2Shanghai Institute of Satellite Engineering, Shanghai 201109, China
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    References(51)

    [1] Pöschl U. Atmospheric aerosols: composition, transformation, climate and health effects[J]. Angewandte Chemie, 44, 7520-7540(2005).

    [2] Change Climate[M]. 2013: the physical science basis: working group I contribution to the fifth assessment report of the intergovernmental panel on climate change(2014).

    [3] Tie X X, Cao J J. Aerosol pollution in China: present and future impact on environment[J]. Particuology, 7, 426-431(2009).

    [4] Measures R M[M]. Laser remote sensing: fundamentals and applications(1992).

    [5] Liu Z Y, Sugimoto N, Murayama T. Extinction-to-backscatter ratio of Asian dust observed with high-spectral-resolution lidar and Raman lidar[J]. Applied Optics, 41, 2760-2767(2002).

    [6] Sugimoto N, Lee C H. Characteristics of dust aerosols inferred from lidar depolarization measurements at two wavelengths[J]. Applied Optics, 45, 7468-7474(2006).

    [7] Xie C B, Nishizawa T, Sugimoto N et al. Characteristics of aerosol optical properties in pollution and Asian dust episodes over Beijing, China[J]. Applied Optics, 47, 4945-4951(2008).

    [8] Winker D M, Vaughan M A, Omar A et al. Overview of the CALIPSO mission and CALIOP data processing algorithms[J]. Journal of Atmospheric and Oceanic Technology, 26, 2310-2323(2009).

    [9] Groß S, Tesche M, Freudenthaler V et al. Characterization of Saharan dust, marine aerosols and mixtures of biomass-burning aerosols and dust by means of multi-wavelength depolarization and Raman lidar measurements during SAMUM 2[J]. Tellus B: Chemical and Physical Meteorology, 63, 706-724(2011).

    [10] Burton S P, Ferrare R A, Hostetler C A et al. Aerosol classification using airborne High Spectral Resolution Lidar measurements–methodology and examples[J]. Atmospheric Measurement Techniques, 5, 73-98(2012).

    [11] Groß S, Esselborn M, Weinzierl B et al. Aerosol classification by airborne high spectral resolution lidar observations[J]. Atmospheric Chemistry and Physics, 13, 2487-2505(2013).

    [12] Cao N W, Yan P. Aerosol classifications method by lidar measurements[J]. Acta Optica Sinica, 34, 1101003(2014).

    [13] Liu B Y, Zhuang Q F, Qin S G et al. Aerosol classification method based on high spectral resolution lidar[J]. Infrared and Laser Engineering, 46, 0411001(2017).

    [14] Li M Y, Fan M, Tao J H et al. The space-borne lidar cloud and aerosol classification algorithms[J]. Spectroscopy and Spectral Analysis, 39, 383-391(2019).

    [15] Zheng Y C, Li L L, Wang Y P. The multi-feature parameter classification of aerosol based on OMI remote sensing data: a case study in Guangdong Province[J]. Journal of South China Normal University (Natural Science Edition), 53, 68-75(2021).

    [16] Zhou M, Chang J H, Chen S C et al. An aerosol type recognition model based on naive Bayesian classifier[J]. Acta Optica Sinica, 42, 1801006(2022).

    [17] Zhu X Q, Zhang P, Wang G H et al. Study of aerosol classification technique based on normalized intrinsic fluorescence signal[J]. Chinese Journal of Lasers, 50, 1310005(2023).

    [18] Martin G M, Johnson D W, Spice A. The measurement and parameterization of effective radius of droplets in warm stratocumulus clouds[J]. Journal of the Atmospheric Sciences, 51, 1823-1842(1994).

    [19] Liu D, Yang Y Y, Zhou Y D et al. High spectral resolution lidar for atmosphere remote sensing: a review[J]. Infrared and Laser Engineering, 44, 2535-2546(2015).

    [20] Hua D X, Song X Q. Advances in lidar remote sensing techniques[J]. Infrared and Laser Engineering, 37, 21-27(2008).

    [21] Song X Q, Guo J J, Yan Z A et al. Study on detection of optical parameters of atmospheric aerosol by lidar with high spectral resolution[J]. Progress in Natural Science, 18, 1009-1015(2008).

    [22] Liu Z S, Wu D, Liu J T et al. Low-altitude atmospheric wind measurement from the combined Mie and Rayleigh backscattering by Doppler lidar with an iodine filter[J]. Applied Optics, 41, 7079-7086(2002).

    [23] Xu J Q, Witschas B, Kabelka P G et al. High-spectral-resolution lidar for measuring tropospheric temperature profiles by means of Rayleigh–Brillouin scattering[J]. Optics Letters, 46, 3320-3323(2021).

    [24] Gong W, Shi S, Chen B W et al. Development and application of airborne hyperspectral lidar imaging technology[J]. Acta Optica Sinica, 42, 1200002(2022).

    [25] Rong Y H, Shen X, Wang N C et al. Design of dual-wavelength spectral discriminator for high-spectral-resolution lidar[J]. Acta Optica Sinica, 41, 0401001(2021).

    [26] Gao F, Gao F J, Yang X et al. Accurate measurement of aerosol optical properties using the multilongitudinal mode high-spectral-resolution lidar with self-tuning Mach-Zehnder interferometer[J]. Chinese Optics Letters, 21, 030101(2023).

    [27] Liu Z S, Bi D C, Song X Q et al. Iodine-filter-based high spectral resolution lidar for atmospheric temperature measurements[J]. Optics Letters, 34, 2712-2714(2009).

    [28] Liu J T, Chen W B, Liu Z S. A simulation of simultaneously measuring wind and aerosol optical properties using high spectral resolution lidar[J]. Chinese Journal of Atmospheric Sciences, 27, 115-122(2003).

    [29] Liu D, Hostetler C, Miller I et al. System analysis of a tilted field-widened Michelson interferometer for high spectral resolution lidar[J]. Optics Express, 20, 1406-1420(2012).

    [30] Cheng Z T, Liu D, Zhang Y P et al. Field-widened Michelson interferometer for spectral discrimination in high-spectral-resolution lidar: practical development[J]. Optics Express, 24, 7232-7245(2016).

    [31] Dong J F, Liu J Q, Zhu X L et al. Splitting ratio optimization of spaceborne high spectral resolution lidar[J]. Infrared and Laser Engineering, 48, S205001(2019).

    [32] Dong J F. Research on high-spectral resolution lidar technology for atmospheric detection[D](2019).

    [33] Xu J J, Bu L B, Liu J Q et al. Airborne high-spectral-resolution lidar for atmospheric aerosol detection[J]. Chinese Journal of Lasers, 47, 0710003(2020).

    [34] Zhu S Z, Bu L B, Liu J Q et al. Study on airborne high spectral resolution lidar detecting optical properties and pollution of atmospheric aerosol[J]. Chinese Journal of Lasers, 48, 1710003(2021).

    [35] Chi R L, Wu D C, Liu B et al. Dual-wavelength Mie lidar observations of tropospheric aerosols[J]. Spectroscopy and Spectral Analysis, 29, 1468-1472(2009).

    [36] Omar A H. Development of global aerosol models using cluster analysis of Aerosol Robotic Network (AERONET) measurements[J]. Journal of Geophysical Research, 110, D10-14(2005).

    [37] Omar A H, Winker D M, Vaughan M A et al. The CALIPSO automated aerosol classification and lidar ratio selection algorithm[J]. Journal of Atmospheric and Oceanic Technology, 26, 1994-2014(2009).

    [39] Sugimoto N, Matsui I, Shimizu A et al. Observation of dust and anthropogenic aerosol plumes in the Northwest Pacific with a two-wavelength polarization lidar on board the research vessel Mirai[J]. Geophysical Research Letters, 29, 1-4(2002).

    [40] Sassen K, Wang Z E. The clouds of the middle troposphere: composition, radiative impact, and global distribution[J]. Surveys in Geophysics, 33, 677-691(2012).

    [41] Sassen K, Hsueh C Y. Contrail properties derived from high-resolution polarization lidar studies during SUCCESS[J]. Geophysical Research Letters, 25, 1165-1168(1998).

    [42] Mishchenko M I, Sassen K. Depolarization of lidar returns by small ice crystals: an application to contrails[J]. Geophysical Research Letters, 25, 309-312(1998).

    [43] Sakai T, Nagai T, Nakazato M et al. Ice clouds and Asian dust studied with lidar measurements of particle extinction-to-backscatter ratio, particle depolarization, and water-vapor mixing ratio over Tsukuba[J]. Applied Optics, 42, 7103-7116(2003).

    [44] Burton S P, Ferrare R A, Vaughan M A et al. Aerosol classification from airborne HSRL and comparisons with the CALIPSO vertical feature mask[J]. Atmospheric Measurement Techniques, 6, 1397-1412(2013).

    [45] Murayama T. An intercomparison of lidar-derived aerosol optical properties with airborne measurements near Tokyo during ACE-Asia[J]. Journal of Geophysical Research, 108, 8651(2003).

    [46] Tesche M, Gross S, Ansmann A et al. Profiling of Saharan dust and biomass-burning smoke with multiwavelength polarization Raman lidar at Cape Verde[J]. Tellus B, 63, 649-676(2011).

    [47] Wiegner M, Groß S, Freudenthaler V et al. The May/June 2008 Saharan dust event over Munich: intensive aerosol parameters from lidar measurements[J]. Journal of Geophysical Research: Atmospheres, 116, 1-15(2011).

    [48] Chen W N, Tsai F J, Chou C C K et al. Optical properties of Asian dusts in the free atmosphere measured by Raman lidar at Taipei[J]. Atmospheric Environment, 41, 7698-7714(2007).

    [49] Preißler J, Wagner F, Pereira S N et al. Multi-instrumental observation of an exceptionally strong Saharan dust outbreak over Portugal[J]. Journal of Geophysical Research: Atmospheres, 116, D24204(2011).

    [50] Sakai T, Nagai T, Zaizen Y J et al. Backscattering linear depolarization ratio measurements of mineral, sea-salt, and ammonium sulfate particles simulated in a laboratory chamber[J]. Applied Optics, 49, 4441-4449(2010).

    [51] 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).

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    Na Yao, Miaomiao Zhang, Lingbing Bu, Haiyang Gao, Qin Wang. Aerosol Classification Based on Airborne High Spectral Resolution Lidar[J]. Acta Optica Sinica, 2023, 43(24): 2428005

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Feb. 6, 2023

    Accepted: Apr. 3, 2023

    Published Online: Dec. 12, 2023

    The Author Email: Bu Lingbing (lingbingbu@nuist.edu.cn)

    DOI:10.3788/AOS230519

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