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