DocumentCode
2852045
Title
Multispectral Transform and Spline Interpolation for Mapping Flood Damages
Author
Villa, Paolo ; Gianinetto, Marco
Author_Institution
DHAR Dept. (Hydraulics, Environ., Surveying Eng.), Politec. di Milano Univ., Milan
fYear
2006
fDate
July 31 2006-Aug. 4 2006
Firstpage
275
Lastpage
278
Abstract
In this paper are described some enhancements for a straightforward method recently developed by the authors for evaluating post flood damages using Landsat TM/ETM+ data integrated with digital terrain models (DTMs) and based on the principal components transform (PCT). In particular, the main updates refer to the computational scheme in deriving the flood extension map with the use of the minimum noise fraction (MNF) transformation and in estimating the peak water height and the volumes involved through the use of spline interpolators. Compared with the PCT-based method, the enhanced technique results in improved mapping accuracy.
Keywords
data conversion; floods; geophysical signal processing; hydrological techniques; image processing; remote sensing; splines (mathematics); transforms; DTM; Digital Terrain Models; Landsat TM/ETM+ data; Minimum Noise Fraction transformation; Principal Components Transform; flood damage mapping; flood extension map; multispectral transform; spline interpolation; water height estimation; Digital elevation models; Floods; Interpolation; Layout; Principal component analysis; Remote monitoring; Remote sensing; Rivers; Satellites; Spline;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2006. IGARSS 2006. IEEE International Conference on
Conference_Location
Denver, CO
Print_ISBN
0-7803-9510-7
Type
conf
DOI
10.1109/IGARSS.2006.75
Filename
4241222
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