• Journal of Atmospheric and Environmental Optics
  • Vol. 16, Issue 5, 415 (2021)
Zhao JIN1, Kangjun QIU2, and Miaomiao ZHANG2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.3969/j.issn.1673-6141.2021.05.005 Cite this Article
    JIN Zhao, QIU Kangjun, ZHANG Miaomiao. Investigation of Visibility Estimation Based on BP Neural Network[J]. Journal of Atmospheric and Environmental Optics, 2021, 16(5): 415 Copy Citation Text show less
    References

    [1] China Meteorological Administration. Surface Meteorological Observation [M]. Beijing: China Meteorological Press, 1984.

    [2] Koschmieder H. Theorie der horizontalen Sichtweite [J]. Beitrge zur Physik der Atmosphre, 1924, 12: 33-53, 171-181.

    [3] Fu Gang, Li Xiaolan, Wei Na. Review on the atmospheric visibility research [J]. Jounrnal of Ocean University, 2009, 39(5): 855-862.

    [4] Wu Jianjun, Yuan Chengsong, Zhou Zengkui, et al. Impact of short term heavy rainfall on the monitoring and forecast of sudden visibility descent [J]. Scientia Meteorologic Sinica, 2010, 30(2), 274-278.

    [5] Liu Xichuan, Gao Taichang, Liu Lei, et al. Influences of precipitation on atmospheric extinction coefficient and visibility [J]. Journal of Applied Meteorological Science, 2010, 21(4): 433-441.

    [6] Zhang Hao, Shi Chune, Xie Wei, et al. Visibility trends in cities of Anhui province during 1955-2005 [J]. Scientia Meteorologica Sinica, 2008, 28(5): 515-520.

    [7] Zhang Su, Hao Liping, Li Ziliang, et al. Periodic characteristics of fog visibility in Guanghan airport [J]. Plateau And Mountain Meteorology Research, 2009, 29(3): 70-72.

    [8] Zhou Zhixu, Li Faran, Chen Shichun, et al. Factor analysis of heavy fog appearance and disappearance in northern area of Zhejiang province and the establishment of the forecasting model [J]. Bulletin of Science And Technology, 2010, 26(3): 339-344.

    [9] Cai Ziyin, Han Suqin, Yao Qing, et al. Research on visibility forecast of haze weather in Tianjin area based on BP neural network [C]. Proceedings of the Annual Conference of the Chinese Society for Environmental Science, Haikou, 2016: 2848-2853.

    [10] Bao Hongjun, Chen Hui, Tian Hua, et al. Beijing-zhuhai expressway low visibility (fog) neural network prediction model [C]. th Annual meeting of Chinese Meteorological Society, Xiamen, 2011.

    JIN Zhao, QIU Kangjun, ZHANG Miaomiao. Investigation of Visibility Estimation Based on BP Neural Network[J]. Journal of Atmospheric and Environmental Optics, 2021, 16(5): 415
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