• DocumentCode
    396762
  • Title

    Initial species discrimination experiments with riverine salmonids

  • Author

    Jung, Jae-Byung ; Jacobs, James H. ; Dowding, George A. ; Simpson, Patrick K.

  • Author_Institution
    Scientific Fishery Syst., Inc., Anchorage, AK, USA
  • Volume
    2
  • fYear
    2003
  • fDate
    20-24 July 2003
  • Firstpage
    1295
  • Abstract
    The primary objective of this study is to determine if there is sufficient information in broadband sonar echoes from the live tethered animals to determine their species. This study is focusing on two species: Chinook salmon (Oncorhynchus tshawytscha) and sockeye salmon (Oncorhynchus nerka). In addition to determining the species discrimination efficacy of the broadband sonar system, a comparison of these results with the seminal work of Burwen & Fleischman is made as they have presented a firm baseline for species discrimination in this riverine environment using a traditional narrowband split-beam hydroacoustic sonar system.
  • Keywords
    aquaculture; sonar detection; spectral analysis; underwater sound; Chinook salmon; Oncorhynchus nerka; Oncorhynchus tshawytscha; broadband sonar echoes; live tethered animals; narrowband split-beam hydroacoustic sonar system; riverine salmonids; sockeye salmon; species discrimination efficacy; species discrimination experiments; Aquaculture; Data mining; Feature extraction; Jacobian matrices; Lakes; Marine animals; Narrowband; Rivers; Sonar; Structural beams;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2003. Proceedings of the International Joint Conference on
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7898-9
  • Type

    conf

  • DOI
    10.1109/IJCNN.2003.1223882
  • Filename
    1223882