DocumentCode :
3024632
Title :
Extraction of flooded areas due to the 2011 central Thailand flood using aster and TerraSAR-X data
Author :
Yamazaki, Fumio ; Shimakage, Jun ; Wen Liu ; Nonaka, Tomomi ; Sasagawa, T.
Author_Institution :
Grad. Sch. of Eng., Chiba Univ., Chiba, Japan
fYear :
2013
fDate :
21-26 July 2013
Firstpage :
707
Lastpage :
710
Abstract :
In this study, the flooded areas following the 2011 central Thailand flood were extracted using VNIR and TIR images of ASTER and ScanSAR-mode images of TerraSAR-X. The existence of water body was easily recognized for open spaces without trees and buildings from the NDVI value. The surface temperature was also found to be effective in detecting floods in a wide open space although it is limited by its coarse spatial resolution. The SAR intensity images were the most effective because water surfaces showed weak backscatter and they can be acquired at nighttime and under cloud-cover conditions. The extracted results were validated by a high-resolution optical satellite image.
Keywords :
feature extraction; floods; geophysical image processing; hydrological techniques; remote sensing by radar; synthetic aperture radar; AD 2011; ASTER TIR image; ASTER VNIR image; ASTER data; NDVI value; SAR intensity images; TERRASAR-X data; TerraSAR-X ScanSAR-mode images; central Thailand flood; cloud-cover conditions; flooded area extraction; high-resolution optical satellite image; surface temperature; Backscatter; Educational institutions; Floods; Image color analysis; Image resolution; Satellites; Synthetic aperture radar; Floods; optical sensors; synthetic aperture radar; thermal sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
ISSN :
2153-6996
Print_ISBN :
978-1-4799-1114-1
Type :
conf
DOI :
10.1109/IGARSS.2013.6721255
Filename :
6721255
Link To Document :
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