• DocumentCode
    2693982
  • Title

    Extraction of coral bleaching by using high resolution satellite imagery

  • Author

    Shinya, Kenshi ; Nagayoshi, Tsutomu ; Kang, Dongsik ; Hayao, Miyagi

  • Author_Institution
    Graduate Sch. of Eng. & Sci., Ryukyus Univ., Okinawa, Japan
  • Volume
    7
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    6417
  • Abstract
    In this research, we propose the technique of extracting the coral bleaching from a satellite image, carry out the simulation experiment in order to verify the effectiveness. It is an image of Taketomi-island in Japan photographed by high resolution satellite IKONOS. The sample pixels are extracted from each area in coral bleaching, dead coral, living coral, sand in sea, deep sea, and wood. The coral bleaching characteristics appear in the Red and the Blue band, when the distribution of Red, Green, Blue, Nir-infrared is respectively compared using the multivariate analysis. This paper derives a function which enhance these characteristics. The results of extraction experiments show accuracy improved by our proposed method.
  • Keywords
    feature extraction; geophysics computing; image resolution; oceanographic techniques; radar imaging; coral bleaching extraction; high resolution satellite imagery; multivariate analysis; Bleaching; Data mining; Earth; Ecosystems; Global warming; Image resolution; Large-scale systems; Oceans; Protection; Satellites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1401409
  • Filename
    1401409