Abstract-This paper 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 long-and 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.Index Terms-Ground displacements, least squares methods, synthetic aperture radar (SAR) interferometry.