DocumentCode :
2690443
Title :
Analysis and Classification of high Arctic Glaciers with ASAR Data
Author :
Doulgeris, A.P. ; Langley, K. ; Eltoft, T.
Author_Institution :
Dept. of Phys. & Technol., Univ. of Tromso, Tromso
Volume :
4
fYear :
2008
fDate :
7-11 July 2008
Abstract :
We apply a polarimetric classification scheme to Envisat Alternating Polarisation mode ASAR images and compare to ground truth data. By analysing images with a range of acquisition conditions and comparing the classification accuracy with the ground truth data, we investigate the influence of the acquisition conditions for glacier facies discrimination. We find that the main influence is the image swath angle, which affects the image pixel geometry. There was no obvious preference for the different polarisation channels, although the dual polarisation classifications were consistently better than single polarisation classifications.
Keywords :
geophysical signal processing; glaciology; hydrological techniques; oceanographic regions; remote sensing by radar; synthetic aperture radar; ASAR data; Arctic glaciers; Envisat Alternating Polarisation mode; data acquisition condition; dual polarisation classification; glacier facies discrimination; image pixel geometry; image swath angle; polarimetric classification scheme; Arctic; Covariance matrix; Data analysis; Ground penetrating radar; Ice; Image analysis; Physics; Polarization; Satellites; Synthetic aperture radar; Arctic Glaciers; Classification; Ground Penetrating Radar; Polarimetric Synthetic Aperture Radar;
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.2008.4779687
Filename :
4779687
Link To Document :
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