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
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