Comprehensive Study of Inversion Methods for Sound Speed Profiles in the South China Sea

被引:0
|
作者
LI Jiemeihui [1 ,2 ]
SHI Yang [1 ,2 ]
YANG Yixin [1 ,2 ]
CHEN Cheng [1 ,2 ]
机构
[1] School of Marine Science and Technology, Northwestern Polytechnical University
[2] Shaanxi Key Laboratory of Underwater Information Technology, Northwestern Polytechnical University
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
P733.2 [海洋声学];
学科分类号
082403 ;
摘要
Traditional acquisition method of sound speed profiles using hydro-acoustic instruments is accurate but time-consuming and costly. To overcome this problem, some inversion methods have been developed over the last few decades. In this study, a comprehensive comparison of two inversion methods – the acoustic inversion method(AIM) and the satellite observation reconstruction method(SOR) – is presented. For AIM, the sound speed profile is first parameterized by the empirical orthogonal function(EOF) and the optimal parameters are searched by simulated annealing algorithm with respect to the cross-correlation function of the receiving signal and the simulation signal. For SOR, remotely sensed data are used to construct sound speed profiles. An experiment was conducted in the northeast of the South China Sea to verify the two methods. Both methods can obtain sound speed profiles quickly and cheaply. Compared with the sound speed profiles obtained by a conductivity-temperature-depth(CTD) instrument, the root-meansquare-error(RMSE) of AIM is 0.55 m s-1and that of SOR is 1.71 m s-1. It is clear that AIM provides better inversion performance than SOR. Another primary benefit of AIM is that this method has no limitation to the inversion depth. The simulation results of sound propagation in regard to the inversed sound speed profiles show that the transmission losses of AIM and CTD are consistent and that of SOR is adversely affected by the inversion error of the sound speed and the inversion depth. But SOR has particular advantages in the inversion coverage. Together, all of these advantages make the AIM particularly valuable in practice.
引用
收藏
页码:1487 / 1494
页数:8
相关论文
共 50 条
  • [41] Inversion of the Sound Speed Profiles with an AUV Carrying Source Using Improved Ensemble Kalman Filter
    Chen, Xiaoyu
    Sun, Chen
    Li, Jianlong
    2016 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2016, : 1607 - 1612
  • [42] Moho topographic inversion of the South China Sea based on genetic algorithm
    Yu, Hangtao
    Xu, Chuang
    Zhang, Hui
    Qin, Pengbo
    Wang, Jun
    JOURNAL OF ASIAN EARTH SCIENCES, 2025, 277
  • [43] Bathymetric Inversion of South China Sea from Satellite Altimetry Data
    LUO Jia LI Jiancheng CHAO Dingbo
    Geo-Spatial Information Science, 2003, (01) : 19 - 23
  • [44] Investigation and inversion of seismic oceanography dataset in the NE South China Sea
    Song HaiBin
    Chen JiangXin
    Zhao QingXian
    Guan YongXian
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2018, 61 (09): : 3760 - 3769
  • [45] Analysis of Surface Sound Duct in the Northern Shelf of the South China Sea
    Qu, Ke
    Piao, Shengchun
    Zhou, Jianbo
    Zhu, Fengqin
    SHOCK AND VIBRATION, 2018, 2018
  • [46] The convergence effect of sound field in a canyon environment in the South China Sea
    Zhang, Qingqing
    Li, Zhenglin
    Qin, Jixing
    Li, Wen
    Wu, Shuanglin
    Shengxue Xuebao/Acta Acustica, 2020, 45 (04): : 458 - 465
  • [47] Determining the Moho topography using an improved inversion algorithm: a case study from the South China Sea
    Zhang, Hui
    Yu, Hangtao
    Xu, Chuang
    Li, Rui
    Bie, Lu
    He, Qingyin
    Liu, Yiqi
    Lu, Jinsong
    Xiao, Yinan
    Lyu, Yang
    FRONTIERS IN EARTH SCIENCE, 2024, 12
  • [48] Hybrid sea surface temperature inversion model for the South China sea based on IMLP and DBN
    Wang, Meng
    Hou, Xin
    Dong, Jian
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 45 (18) : 6179 - 6204
  • [49] Study of sampling methods for assessment of extreme significant wave heights in the South China Sea
    Shao, Zhuxiao
    Liang, Bingchen
    Li, Huajun
    Lee, Dongyoung
    OCEAN ENGINEERING, 2018, 168 : 173 - 184
  • [50] Effects of water temperature inversion layer on underwater sound propagation in the East China Sea
    Kim, Seong Hyeon
    Kim, Byoung-Nam
    Kim, Eung
    Choi, Bok Kyoung
    Kim, Dong Sun
    JAPANESE JOURNAL OF APPLIED PHYSICS, 2017, 56 (07)