• DocumentCode
    1446394
  • Title

    Deformation Time-Series Generation in Areas Characterized by Large Displacement Dynamics: The SAR Amplitude Pixel-Offset SBAS Technique

  • Author

    Casu, Francesco ; Manconi, Andrea ; Pepe, Antonio ; Lanari, Riccardo

  • Author_Institution
    Ist. per il Rilevamento Elettromagnetico dell´´Ambiente, Italian Nat. Res. Council (CNR), Naples, Italy
  • Volume
    49
  • Issue
    7
  • fYear
    2011
  • fDate
    7/1/2011 12:00:00 AM
  • Firstpage
    2752
  • Lastpage
    2763
  • Abstract
    We exploit the amplitude information of a sequence of synthetic aperture radar (SAR) images, acquired at different times, in order to generate displacement time-series in areas characterized by large and/or rapid deformation, the size of which is on the order of the image´s pixel dimensions. We follow the same rationale of the Small BAseline Subset (SBAS) differential SAR interferometry (DInSAR) approach, by coupling the available SAR images into pairs characterized by a small separation between the acquisition orbits. We exploit the amplitudes of the selected image pairs in order to calculate the relative across-track (range) and along-track (azimuth) pixel-offsets (PO). Finally, we apply the SBAS inversion strategy to retrieve the range and azimuth displacement time-series. This approach, referred to as pixel-offset (PO-) SBAS technique, has been applied to a set of 25 ENVISAT SAR observations of the Sierra Negra caldera, Galápagos Islands, spanning the 2003-2007 time interval. The retrieved deformation time-series show the capability of the technique to detect and measure the large displacements affecting the inner part of the caldera that, in correspondence to the October 2005 eruption, reached several meters. Moreover, by comparing the PO-SBAS results to continuous GPS measurements, we estimate that the accuracy of the PO-SBAS time-series is on the order of 1/30th of a pixel for both range and azimuth directions.
  • Keywords
    geophysical signal processing; radar interferometry; remote sensing by radar; synthetic aperture radar; time series; AD 2003 to 2007; DInSAR approach; ENVISAT SAR observation; Galapagos Islands; SAR Amplitude Pixel-offset SBAS technique; Sierra Negra caldera; Small BAseline Subset; deformation time-series generation; differential SAR interferometry; large displacement dynamics; synthetic aperture radar; Azimuth; Extraterrestrial measurements; Interferometry; Noise; Pixel; Synthetic aperture radar; Volcanoes; Differential SAR interferometry (DInSAR); Galápagos islands; SAR image pixel-offset; Small BAseline Subset (SBAS); synthetic aperture radar (SAR);
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2010.2104325
  • Filename
    5710659