Journal of Applied Optics, Volume. 43, Issue 3, 466(2022)
Application of aerosol fluorescence spectrum recognition based on deep learning
[1] LI Tengfei, LI Song, WANG Yapei, et al. Development of micro spectrometer for iron and steel detection[J]. Applied Optics, 35, 981-986(2014).
[2] GU Yantian. American LEEMANLabs company launched the fourth generation of ICP products[J]. Chemistry, 15, 59-60(2000).
[3] AL P A. New directions: the role of bioaerosols in atmospheric chemistry and physics[J]. Atmospheric Environment, 38, 1231-1232(2004).
[4] GUO Lehui, CHEN Ping, LI Lili, et al. Research progress on key technologies of photomultiplier tubes[J]. Vacuum electronics, 347, 1-13(2020).
[5] JACK R. Abundance of cellular material and proteins in the atmosphere[J]. Science, 308, 73-73(2005).
[6] ZHONG Yuan, LUO Zongnan. The selection of light detector in light source measurement[J]. Chinese Journal of Electron Devices, 26, 95-98(2003).
[7] HO J, DUNCAN S. Estimating aerosol hazards from an anthrax letter[J]. Journal of Aerosol Science, 36, 701-719(2005).
[8] LEE N, HUI D, WU A, et al. A major outbreak of severe acute respiratory syndrome in Hong Kong[J]. New England Journal of Medicine, 348, 1986-1994(2003).
[9] DESPRES V, HUFFMAN J A, BURROW S M, et al. Primary biological aerosol particles in the atmosphere: a review[J]. Chemical and Physical Meteorology, 64, 15598(2012).
[10] HU Zhende, GUAN Yihua, XIE Jianjun, et al. Development of a weak fluorescence detector based on lock-in amplification[J]. 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] YOU Zezhang, WANG Xianpei, TIAN Meng, et al. Design of optical system of miniature wide-band spectro-meter[J]. Applied Optics, 38, 740-745(2017).
[13] [13] XIA Guo. Design optimization application of wideb microspectrometer[D]. Hangzhou: Zhejiang University, 2013.
[14] SUN J, ARIYA P A. Atmospheric organic and bio-aerosols as cloud condensation nuclei (CCN): A review[J]. Atmospheric Environment, 40, 795-820(2006).
[15] BAUER H, GIEBL H, HITZEN R, et al. Airborne bacteria as cloud condensation nuclei[J]. Journal of Geophysical Research:Atmospheres, 108, 1192-1200(2003).
[16] FRANC G D, DEMOTT P J. Cloud activation characteristics of airborne erwinia carotovora cells[J]. Journal of Applied Meteorology, 37, 1293-1300(1998).
[17] CHEN Faguo, HAN Yi, YU Weiyue, et al. The application status and prospect of silicon photomultiplier in dose measurement[J]. Nuclear Electronics & Detection Tech-nology, 36, 82-86(2016).
[18] CHENG Y F, DOVICHI N J. Subattomole amino acid analysis by capillary zone electrophoresis and laser-induced fluorescence[J]. Science, 242, 562-564(1988).
[19] KUANG Ye. Research on quantum signal detection technology based on silicon photomultiplier[J]. 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.
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
Category: OPTICAL METROLOGY AND MEASUREMENT
Received: Feb. 21, 2022
Accepted: --
Published Online: Jun. 7, 2022
The Author Email: Tianqi ZHAO (18a0402151@cjlu.edu.cn)