• 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