Journal of Applied Optics, Volume. 43, Issue 3, 466(2022)

Application of aerosol fluorescence spectrum recognition based on deep learning

Xuecheng ZHANG... Shangzhong JIN, Tianqi ZHAO*, Fei ZHANG and Yi CHEN |Show fewer author(s)
Author Affiliations
  • College of Optical and Electronic Technology, China Jiliang University, Hangzhou 310018, China
  • show less
    References(20)

    [1] Tengfei LI, Song LI, Yapei WANG, et al. Development of micro spectrometer for iron and steel detection. Applied Optics, 35, 981-986(2014).

    [2] Yantian GU. American LEEMANLabs company launched the fourth generation of ICP products. Chemistry, 15, 59-60(2000).

    [3] P A AL. New directions: the role of bioaerosols in atmospheric chemistry and physics. Atmospheric Environment, 38, 1231-1232(2004).

    [4] Lehui GUO, Ping CHEN, Lili LI, et al. Research progress on key technologies of photomultiplier tubes. Vacuum electronics, 347, 1-13(2020).

    [5] R JACK. Abundance of cellular material and proteins in the atmosphere. Science, 308, 73-73(2005).

    [6] Yuan ZHONG, Zongnan LUO. The selection of light detector in light source measurement. Chinese Journal of Electron Devices, 26, 95-98(2003).

    [7] J HO, S DUNCAN. Estimating aerosol hazards from an anthrax letter. Journal of Aerosol Science, 36, 701-719(2005).

    [8] N LEE, D HUI, A WU, et al. A major outbreak of severe acute respiratory syndrome in Hong Kong. New England Journal of Medicine, 348, 1986-1994(2003).

    [9] V DESPRES, J A HUFFMAN, S M BURROW, et al. Primary biological aerosol particles in the atmosphere: a review. Chemical and Physical Meteorology, 64, 15598(2012).

    [10] Zhende HU, Yihua GUAN, Jianjun XIE, et al. Development of a weak fluorescence detector based on lock-in amplification. Wireless communication technology, 30, 50-55(2021).

    [11] [11] JU Hui. Research on miniaturization of spectrometer used in biochemical analysis[D]. Beijing: Academia Sinica, P. R. China, 2002.

    [12] Zezhang YOU, Xianpei WANG, Meng TIAN, et al. Design of optical system of miniature wide-band spectro-meter. Applied Optics, 38, 740-745(2017).

    [13] [13] XIA Guo. Design optimization application of wideb microspectrometer[D]. Hangzhou: Zhejiang University, 2013.

    [14] J SUN, P A ARIYA. Atmospheric organic and bio-aerosols as cloud condensation nuclei (CCN): A review. Atmospheric Environment, 40, 795-820(2006).

    [15] H BAUER, H GIEBL, R HITZEN, et al. Airborne bacteria as cloud condensation nuclei. Journal of Geophysical Research:Atmospheres, 108, 1192-1200(2003).

    [16] G D FRANC, P J DEMOTT. Cloud activation characteristics of airborne erwinia carotovora cells. Journal of Applied Meteorology, 37, 1293-1300(1998).

    [17] Faguo CHEN, Yi HAN, Weiyue YU, et al. The application status and prospect of silicon photomultiplier in dose measurement. Nuclear Electronics & Detection Tech-nology, 36, 82-86(2016).

    [18] Y F CHENG, N J DOVICHI. Subattomole amino acid analysis by capillary zone electrophoresis and laser-induced fluorescence. Science, 242, 562-564(1988).

    [19] Ye KUANG. Research on quantum signal detection technology based on silicon photomultiplier. Science and Technology Innovation Herald, 16, 153-155(2019).

    [20] [20] GONG Xingzhi. Design application system of wide b micro spectrometer[D]. Hangzhou: Zhejiang University, 2013.

    Tools

    Get Citation

    Copy Citation Text

    Xuecheng ZHANG, Shangzhong JIN, Tianqi ZHAO, Fei ZHANG, Yi CHEN. Application of aerosol fluorescence spectrum recognition based on deep learning[J]. Journal of Applied Optics, 2022, 43(3): 466

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: OPTICAL METROLOGY AND MEASUREMENT

    Received: Feb. 21, 2022

    Accepted: --

    Published Online: Jun. 7, 2022

    The Author Email: ZHAO Tianqi (18a0402151@cjlu.edu.cn)

    DOI:10.5768/JAO202243.0303001

    Topics