Acta Optica Sinica, Volume. 42, Issue 24, 2401001(2022)

Prediction of Tropospheric NO2 Profile Using CNN-SVR-Based MAX-DOAS

Yifeng Pan1, Xin Tian1,2, Pinhua Xie2,3,4、*, Ang Li2, Jin Xu2, Bo Ren2,4, Xiaohui Huang1, Wei Tian1, and Zijie Wang1
Author Affiliations
  • 1Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, Hefei 230601, Anhui , China
  • 2Key Laboratory of Environmental Optics and Technology, Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Hefei 230031, Anhui , China
  • 3CAS Center for Excellence in Regional Atmospheric Environment, Xiamen 361021, Fujian , China
  • 4School of Environmental Science and Optoelectronic Technology, University of Science and Technology of China, Hefei 230026, Anhui , China
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    Yifeng Pan, Xin Tian, Pinhua Xie, Ang Li, Jin Xu, Bo Ren, Xiaohui Huang, Wei Tian, Zijie Wang. Prediction of Tropospheric NO2 Profile Using CNN-SVR-Based MAX-DOAS[J]. Acta Optica Sinica, 2022, 42(24): 2401001

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    Paper Information

    Category: Atmospheric Optics and Oceanic Optics

    Received: Mar. 10, 2022

    Accepted: May. 5, 2022

    Published Online: Dec. 14, 2022

    The Author Email: Xie Pinhua (phxie@aiofm.ac.cn)

    DOI:10.3788/AOS202242.2401001

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