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
Link To Document :
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