DocumentCode :
670085
Title :
Changes of polarimetric scattering characteristics of ALOS PALSAR caused by volcanic ash fall analyzed by the unsupervised wishart classifier
Author :
Ohkura, Hiroshi
Author_Institution :
Dept. of Global Environ. Studies, Hiroshima Inst. of Technol., Hiroshima, Japan
fYear :
2013
fDate :
23-27 Sept. 2013
Firstpage :
293
Lastpage :
296
Abstract :
Full polarimetric SAR images of ALOS PALSAR of Shinmoedake volcano in Japan were analyzed. The volcano erupted in January, 2011 and volcano ash deposited more than 10 cm in 12 km2 and 1 m in 2 km2. Two images before and after the eruption were classified by the unsupervised classifier with the Wishart distance. The total numbers of classified classes of the two images are 11 and 17, respectively. The 11 classes of the image before the eruption can be coupled with the similar classes of the image after the eruption from a view point of the four-component scattering model. Changes of scattering characteristics to six new classes from a part of the 11 classes are clarified by interaction of the surface conditions and ash deposition to radio wave scattering.
Keywords :
ash; dust; radar polarimetry; synthetic aperture radar; unsupervised learning; volcanology; AD 2011 01; ALOS PALSAR; Japan; Shinmoedake volcano; full polarimetric SAR images; polarimetric scattering characteristics; radio wave scattering; surface conditions; unsupervised wishart classifier; volcanic ash fall; volcano ash; Ash; Floors; Rough surfaces; Scattering; Surface roughness; Synthetic aperture radar; Volcanoes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Synthetic Aperture Radar (APSAR), 2013 Asia-Pacific Conference on
Conference_Location :
Tsukuba
Type :
conf
Filename :
6705072
Link To Document :
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