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
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;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6350523