Title :
A least squares database approach for SAR interferometric data
Author_Institution :
Delft Inst. for Earth-Oriented Space Res., Delft Univ. of Technol., Netherlands
fDate :
4/1/2003 12:00:00 AM
Abstract :
Presents a least squares (LS) approach for the retrieval of a temporal deformation sequence from a set of interferometric synthetic aperture radar images. The method uses a database of interferograms spanning different longand short-term intervals, and by solving all the deformations as a unique LS problem provides a chronologically ordered sequence, i.e. a picture of the development of the deformation pattern in time. The approach is illustrated in detail and discussed with respect to both the results of its application on a case study and to possible alternative methods.
Keywords :
least mean squares methods; radiowave interferometry; spaceborne radar; synthetic aperture radar; terrain mapping; Campi Flegrei; Italy; Naples; Phlegrean Fields; SAR interferometric data; Vesuvius volcanic complex; alternative methods; case study; chronologically ordered sequence; deformation pattern; ground displacements; interferometric synthetic aperture radar images; least squares database approach; least squares methods; temporal deformation sequence; Decorrelation; Image databases; Image retrieval; Information retrieval; Least squares methods; Radar measurements; Seismic measurements; Space technology; Synthetic aperture radar; Synthetic aperture radar interferometry;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2003.810675