DocumentCode :
557003
Title :
Iceberg detection using full-polarimetric RADARSAT-2 SAR data in west antarctica
Author :
Kim, Jin-Woo ; Kim, Duk-Jin ; Kim, Seung-Hee ; Hwang, Byong-Jun
Author_Institution :
Sch. of Earth & Environ. Sci., Seoul Nat. Univ., Seoul, South Korea
fYear :
2011
fDate :
26-30 Sept. 2011
Firstpage :
1
Lastpage :
4
Abstract :
In this study, detection of icebergs that have broken off from Wilkinson glacier in West Antarctica is carried out by extracting various polarimetric parameters from high resolution C-band fully polarimetric RADARSAT-2 SAR data. In the unsupervised H/A/alpha classification result, some of the icebergs (unclassified) in the SAR image with similar intensity of volume and surface scattering were classified as sea ice whereas most of the icebergs were correctly classified due to their dominant volume scattering. Although the average of polarimetric parameters extracted from unclassified icebergs and sea ice represented similar intensity measurements, [1-H][1-A] showed a statistical distribution result that clearly distinguishes between unclassified icebergs and sea ice. This shows that [1-H][1-A] can be an effective parameter in detecting icebergs.
Keywords :
geophysical image processing; image classification; oceanographic techniques; radar imaging; radar polarimetry; remote sensing by radar; sea ice; synthetic aperture radar; C-band RADARSAT-2 SAR data; Wilkinson glacier; fully polarimetric RADARSAT-2 SAR data; high resolution RADARSAT-2 SAR data; iceberg detection; polarimetric parameters; statistical distribution; surface scattering; unsupervised H-A-alpha classification; volume intensity; west Antarctica; Antarctica; Entropy; Scattering; Sea ice; Sea surface; Surface roughness; Antarctica; Detection; Iceberg; Polarimetric parameter; RADARSAT-2;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Synthetic Aperture Radar (APSAR), 2011 3rd International Asia-Pacific Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4577-1351-4
Type :
conf
Filename :
6087058
Link To Document :
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