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
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