Chinese Optics Letters, Volume. 22, Issue 4, 040101(2024)

Coherent Doppler lidar wind retrieval for a typhoon based on the genetic simulated annealing algorithm

Zhen Liu1,2, Lucheng Yuan1, Jie Tang3, Yunpeng Zhang1, Jiqiao Liu1, Xiaopeng Zhu1,2、*, Juxin Yang1, Wei Shi1, and Weibiao Chen1,2、**
Author Affiliations
  • 1Aerospace Laser Technology and Systems Department, Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Shanghai 201800, China
  • 2Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
  • 3Shanghai Typhoon Institute, China Meteorological Administration, Shanghai 200030, China
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    Figures & Tables(9)
    Flow chart of the GSA algorithm.
    The structure of the CDL system[23].
    Moving path of typhoon Nangka.
    The flight path of the UAV.
    Wind profile retrieval results by LSM, GA, and GSA algorithm. (a), (c), (e), (g) Horizontal wind speed. (b), (d), (f), (h) Horizontal wind direction.
    Correlation of retrieval results using GA and GSA algorithm. (a) Horizontal wind speed; (b) horizontal wind direction.
    Variation in the evaluation function with the iteration times by the GA and GSA algorithm.
    3D wind field retrieval results of typhoon Nangka along the flight path of the UAV based on GSA algorithm. (a) Horizontal wind speed; (b) horizontal wind direction; (c) vertical wind speed.
    • Table 1. Main Parameters of the CDL System[23]

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      Table 1. Main Parameters of the CDL System[23]

      ParameterValueUnit
      Wavelength1540nm
      Pulse energy300µJ
      Pulse width400ns
      Pulse repetition rate10kHz
      Power of LO0.8mW
      Telescope aperture100mm
      Elevation angle20Degree
      Intermediate frequency160MHz
      Sampling rate of AD converter1G s-1
      Blind distance180m
      Range resolution60m
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    Zhen Liu, Lucheng Yuan, Jie Tang, Yunpeng Zhang, Jiqiao Liu, Xiaopeng Zhu, Juxin Yang, Wei Shi, Weibiao Chen, "Coherent Doppler lidar wind retrieval for a typhoon based on the genetic simulated annealing algorithm," Chin.Opt.Lett. 22, 040101 (2024)

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    Paper Information

    Category: Atmospheric, Oceanic, Space, and Environmental Optics

    Received: Nov. 14, 2023

    Accepted: Jan. 2, 2024

    Published Online: Apr. 26, 2024

    The Author Email: Xiaopeng Zhu (xp_zhu@siom.ac.cn), Weibiao Chen (wbchen@siom.ac.cn)

    DOI:10.3788/COL202422.040101

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