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  4. Extracting information from remote sensing data for applications to flood monitoring and damage evaluation
 
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Extracting information from remote sensing data for applications to flood monitoring and damage evaluation

Author(s)
Candela, Laura Giulia  
Serpico, Sebastiano B.
Dellepiane, Silvana
Moser, Gabriele
Subjects

Buildings

Computational modelin...

Floods

Image segmentation

Remote sensing

Satellites

Synthetic aperture ra...

civil protection

damage evaluation

flood monitoring

flood risk framework

geophysical image pro...

geophysical sciences

geophysical technique...

hydrometeorology

image analysis

image-analysis method...

information extractio...

post-disaster damage ...

remote sensing data

satellite data

thematic information

Date Issued
2012-09-01
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.
URI
https://hdl.handle.net/20.500.13025/3887
Start Page
275
Start Page
282
DOI
10.1109/TyWRRS.2012.6381142
URL
http://ieeexplore.ieee.org/articleDetails.jsp?arnumber=6381142
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