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Multi-Link InSAR Time Series: Enhancement of a Wrapped Interferometric Database

Pinel-Puysségur, Béatrice and Michel, Rémi and Avouac, Jean-Philippe (2012) Multi-Link InSAR Time Series: Enhancement of a Wrapped Interferometric Database. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 5 (3). pp. 784-794. ISSN 1939-1404. https://resolver.caltech.edu/CaltechAUTHORS:20120731-155300263

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Abstract

Ground surface deformation, in particular of tectonic or volcanic origin, might be monitored from time series of SAR interferograms. Conventional approaches require unwrapping of the interferograms. This is most often a limiting factor because the deformation signal is often obscured by decorrelation noise, baseline and topography compensation residuals and atmospheric effects. We present here a method that produces denoised wrapped phase time series. It can be used as a pre-processing to exploit wrapped phase time series or to facilitate unwrapping. The different paths linking two dates are combined in order to derive the most likely estimate of the phase difference between these dates. The result is called a Multi-Link SAR (MuLSAR) interferogram. We demonstrate the performance of the technique on a synthetic database and on a real database of ENVISAT images. The phase standard deviation is reduced from 0.94 rad to 0.60 rad for the synthetic database and from 1.09 rad to 0.89 rad for the real database. In addition to providing denoised interferograms the technique enhances the temporal resolution of an interferometric database as it is possible to compute a MuLSAR from pairs of images for which no interferogram could be produced due to geometric or temporal decorrelation. The method enhances the exploitation of large database especially when affected by temporal decorrelation.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/JSTARS.2012.2196758DOIUNSPECIFIED
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6218129PublisherUNSPECIFIED
ORCID:
AuthorORCID
Avouac, Jean-Philippe0000-0002-3060-8442
Additional Information:© 2012 IEEE. Manuscript received September 29, 2011; revised December 19, 2011 and March 23, 2012; accepted March 30, 2012. Date of publication June 14, 2012; date of current version June 28, 2012. This work was supported in part by the Commissariat à l’Energie Atomique et aux Energies Alternatives, the Keck Institute for Space Studies (California Institute of Technology), and the Gordon and Betty Moore Foundation. The authors would like to thank Christelle Baudry for interferometric processing of the ENVISAT database, Gilles Peltzer, Renaud Binet, and the anonymous reviewers for useful comments and suggestions.
Group:Seismological Laboratory
Funders:
Funding AgencyGrant Number
Commissariat à l’Energie Atomique et aux Énergies AlternativesUNSPECIFIED
Keck Institute for Space Studies (KISS)UNSPECIFIED
Gordon and Betty Moore FoundationUNSPECIFIED
Subject Keywords:InSAR; time series; wrapped interferograms
Other Numbering System:
Other Numbering System NameOther Numbering System ID
INSPEC Accession Number12820698
Issue or Number:3
Record Number:CaltechAUTHORS:20120731-155300263
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20120731-155300263
Official Citation:Pinel-Puyssegur, B.; Michel, R.; Avouac, J.-P.; , "Multi-Link InSAR Time Series: Enhancement of a Wrapped Interferometric Database," Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of , vol.5, no.3, pp.784-794, June 2012 doi: 10.1109/JSTARS.2012.2196758
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:32823
Collection:CaltechAUTHORS
Deposited By: Jason Perez
Deposited On:01 Aug 2012 16:57
Last Modified:09 Mar 2020 13:18

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