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
Link To Document :
بازگشت