• DocumentCode
    484183
  • Title

    Assessing Image Processing Techniques for Mapping Landslides

  • Author

    Joyce, K.E. ; Dellow, G.D. ; Glassey, P.J.

  • Author_Institution
    GNS Sci., Lower Hutt
  • Volume
    2
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Abstract
    A combination of high relief, steep slopes, intense rainfall, active tectonics and volcanic activity provide the conditioning and triggering for frequent and widespread landsliding events in New Zealand. While many techniques are available to map the extent of landslides, remote sensing and image processing methods have yet to be comprehensively evaluated. This study shows that manual interpretation of high resolution imagery is the most accurate method (92%) although also the most time consuming. NDVI thresholding and supervised classification (spectral angle mapper) provide an adequate accuracy level (76%) with considerable time saving for large area analysis.
  • Keywords
    erosion; geophysical signal processing; image classification; remote sensing; topography (Earth); NDVI thresholding; New Zealand; active tectonics; high relief; high resolution imagery; image processing; intense rainfall; landslides mapping; remote sensing; spectral angle mapper; steep slopes; supervised classification; volcanic activity; Asia; Environmental management; Geography; Geology; Geoscience; Image processing; Isotopes; Magnetic susceptibility; Rivers; Terrain factors; Remote sensing; geographic information systems; geology; image processing;
  • 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.2008.4779224
  • Filename
    4779224