Acta Optica Sinica, Volume. 45, Issue 12, 1228011(2025)

Aerosol Optical Depth Retrieval Based on Neural Network Model Using Particulate Observing Scanning Polarimeter Data

Chenyu Yang1,2, Xiao Liu1, Honglian Huang1、*, Zhuoyi Chen3, Rufang Ti1, and Xiaobing Sun1
Author Affiliations
  • 1Key Laboratory of Optical Calibration and Characterization, Anhui Institute of Optics and Fine Mechanics, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, Anhui , China
  • 2University of Science and Technology of China, Hefei 230026, Anhui , China
  • 3China Academy of Space Technology, Beijing 100094, China
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    References(35)

    [4] Jin S K, Ma Y Y, Wang Z T et al. Retrievals and performance assessment of global marine aerosol optical properties from DPC/GRASP[J]. Journal of Atmospheric and Environmental Optics, 19, 680-697(2024).

    [5] Li Z Q, Hou W Z, Qiu Z W et al. Preliminary on-orbit performance test of the first polarimetric synchronization monitoring atmospheric corrector (SMAC) on-board high-spatial resolution satellite Gao Fen Duo Mo (GFDM)[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 4104014(2020).

    [7] Dong H, Liu Z H, Zhao X X et al. On-orbit SNR evaluation of polarized scanning atmospheric corrector onboard HJ-2 satellites[J]. Acta Optica Sinica, 42, 2401005(2022).

    [8] Yang J X, Jia L. Retrieval of soil and vegetation component temperatures based on dual-anglular AATSR remote sensing data[J]. Remote Sensing Technology and Application, 29, 247-257(2014).

    [22] Sun X H, Sun L, Jia C et al. Aerosol retrieval using deep learning and radiative transfer model[J]. Acta Optica Sinica, 43, 2401006(2023).

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    Chenyu Yang, Xiao Liu, Honglian Huang, Zhuoyi Chen, Rufang Ti, Xiaobing Sun. Aerosol Optical Depth Retrieval Based on Neural Network Model Using Particulate Observing Scanning Polarimeter Data[J]. Acta Optica Sinica, 2025, 45(12): 1228011

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Jan. 4, 2025

    Accepted: Mar. 10, 2025

    Published Online: Jun. 24, 2025

    The Author Email: Honglian Huang (hlhuang@aiofm.ac.cn)

    DOI:10.3788/AOS250438

    CSTR:32393.14.AOS250438

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