• DocumentCode
    484001
  • Title

    Hyperspectral Analysis of Japanese Oak Wilt to Determine Normalized Wilt Index

  • Author

    Uto, Kuniaki ; Takabayashi, Yuji ; Kosugi, Yukio ; Ogata, Toshinari

  • Author_Institution
    Interdiscipl. Grad. Sch. of Sci. & Eng., Tokyo Inst. of Technol., Yokohama
  • Volume
    2
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Abstract
    Significant Japanese Oak Wilt has been widely spreading over the Japanese Islands since the 1980´s. We proposed a Normalized Wilt Index (NWI) based on NDVI and NDGI for the purpose of detecting the oak wilt from ASTER VNIR data. The NWI of wilt leaves indicated significantly higher value than those of healthy leaves in early stages of autumnal tints. The NWI of summer mountainous data realized a better wilt detection performance with low false positive in comparison with other NDVI, NDGI based methods. The NWI distribution based on ASTER data roughly coincided with a field inspection map as ground truth.
  • Keywords
    diseases; geophysical techniques; object detection; remote sensing; vegetation; ASTER VNIR data; Japanese Islands; NDGI; NDVI; NWI; Normalized Wilt Index; Oak Wilt; autumnal tints; hyperspectral analysis; wilt leaves; Costs; Government; Hyperspectral imaging; Hyperspectral sensors; Inspection; Optical imaging; Pixel; Reflectivity; Remote sensing; Satellites; ASTER; Japanese oak wilt; NDGI; NDVI; NWI;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-2807-6
  • Electronic_ISBN
    978-1-4244-2808-3
  • Type

    conf

  • DOI
    10.1109/IGARSS.2008.4778986
  • Filename
    4778986