DocumentCode
575861
Title
Extraction of damaged buildings due to the 2011 Tohoku, Japan earthquake tsunami
Author
Liu, Wen ; Yamazaki, Fumio ; Gokon, Hideomi ; Koshimura, Shunichi
Author_Institution
Dept. of Urban Environ. Syst., Chiba Univ., Chiba, Japan
fYear
2012
fDate
22-27 July 2012
Firstpage
4038
Lastpage
4041
Abstract
The 11 March 2011 Tohoku, Japan earthquake caused gigantic tsunamis and widespread devastations. Various satellites quickly captured the details of affected areas, and were used for emergency response. In this study, high-resolution pre- and post-event TerraSAR-X (TSX) intensity images were used to identify damaged buildings. Since the damaged buildings show changes in backscattering intensity, they can be detected by calculating the difference. A GIS map was introduced to identify individual damaged buildings and investigate their characteristics. According to the side-looking nature of SAR sensors, the buildings´ shapes obtained from the GIS map were converted to match their locations in the TSX images. Then washed-away and damaged buildings were extracted using the changed area of SAR intensity within a building´s wall and outline. The results were compared with visual interpretation results, and the accuracy of the proposed method was confirmed.
Keywords
earthquakes; feature extraction; geographic information systems; geophysical image processing; image recognition; radar imaging; remote sensing by radar; synthetic aperture radar; tsunami; AD 2011 03 11; GIS map; Japan; SAR sensors; TerraSAR-X intensity images; Tohoku; backscattering intensity; damaged building extraction; damaged building identification; earthquake; emergency response; high resolution post event TSX intensity images; high resolution preevent TSX intensity images; tsunami; Accuracy; Backscatter; Buildings; Earthquakes; Shape; Synthetic aperture radar; Tsunami; buildings; feature extraction; loss measurement; radar; tsunami;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location
Munich
ISSN
2153-6996
Print_ISBN
978-1-4673-1160-1
Electronic_ISBN
2153-6996
Type
conf
DOI
10.1109/IGARSS.2012.6350523
Filename
6350523
Link To Document