DocumentCode :
2524327
Title :
Extracting information from remote sensing data for applications to flood monitoring and damage evaluation
Author :
Serpico, Sebastiano B. ; Dellepiane, Silvana ; Moser, Gabriele ; Angiati, Elena ; Boni, Giorgio ; Rudari, Roberto ; Candela, Laura
Author_Institution :
Dept. of Telecommun., Electron., Electr., & Naval Eng. (DITEN), Univ. of Genoa, Opera, Italy
fYear :
2012
fDate :
12-14 Sept. 2012
Firstpage :
275
Lastpage :
282
Abstract :
In the framework of flood risk, a successful exploitation of the information offered by current satellite remote sensing requires not only accurate and reliable image-analysis methods to extract the desired thematic information, but also the ability to combine this information with physically based models of the observed processes. A multidisciplinary approach combining remote sensing with geophysical sciences, such as, in this case, hydrometeorology, is fundamental. In this paper, we investigate the key issues involved in the exploitation of satellite data with special focus on the phases of the emergency and post-disaster damage assessment. The challenges and the methodological approaches involved in the multidisciplinary combination of image analysis and hydrometeorology are discussed with the purpose of guiding and optimizing the process of information extraction from satellite data according to the requirements of civil protection from floods. Experimental examples of a few relevant case studies are also presented.
Keywords :
floods; geophysical image processing; geophysical techniques; remote sensing; civil protection; damage evaluation; flood monitoring; flood risk framework; geophysical sciences; hydrometeorology; image analysis; image-analysis methods; information extraction process; post-disaster damage assessment; remote sensing data; satellite data; thematic information; Buildings; Computational modeling; Floods; Image segmentation; Remote sensing; Satellites; Synthetic aperture radar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Radar and Remote Sensing (TyWRRS), 2012 Tyrrhenian Workshop on
Conference_Location :
Naples
Print_ISBN :
978-1-4673-2443-4
Type :
conf
DOI :
10.1109/TyWRRS.2012.6381142
Filename :
6381142
Link To Document :
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