• DocumentCode
    2672472
  • Title

    Large scale change detection techniques dedicated to flood monitoring using ENVISAT wide swath mode data

  • Author

    Andreoli, R. ; Yesou, H.

  • Author_Institution
    Univ. Louis Pasteur, Illkirch
  • fYear
    2007
  • fDate
    23-28 July 2007
  • Firstpage
    2382
  • Lastpage
    2385
  • Abstract
    Semi-automatic flood extraction procedures based on change detection techniques appear particularly adapted to plain flood monitoring and mapping. The change detector was specifically elaborated to analyse ENVISAT ASAR wide swath mode data pairs, which appear very well adapted to flood monitoring over wide areas. The algorithm is based on two analysis levels: an enhanced ratio for strong changes over large homogeneous and flat areas combined with a ratio calculated from the two raw images which aims to keep the raw data´s thematic precision. Slope and aspect effects are also eliminated by the use of a digital elevation model during the processing. This change detection analysis was performed on 35 data pairs acquired within the framework of the flood DRAGON project. The first set of results is very promising and robust using HH polarization. Change detection between data with W polarization or with different polarization (HH versus W) has to be fully validated but results are promising.
  • Keywords
    digital elevation models; floods; hydrological techniques; remote sensing by radar; synthetic aperture radar; terrain mapping; DRAGON project; ENVISAT ASAR data; ENVISAT wide swath mode data; HH polarization; aspect effects; change detection analysis; digital elevation model; flood extraction; flood mapping; plain flood monitoring; slope effects; thematic precision; Algorithm design and analysis; Change detection algorithms; Data mining; Detectors; Digital elevation models; Floods; Image analysis; Large-scale systems; Monitoring; Polarization; Change detection; ENVISAT; SAR; medium resolution; plain flood; ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-1211-2
  • Electronic_ISBN
    978-1-4244-1212-9
  • Type

    conf

  • DOI
    10.1109/IGARSS.2007.4423321
  • Filename
    4423321