Measurement of slow-moving along-track displacement from an efficient multiple-aperture SAR interferometry (MAI) stacking

Min Jeong Jo, Hyung Sup Jung, Joong-sun Won, Michael P. Poland, Asta Miklius, Zhong Lu

Research output: Contribution to journalArticle

19 Citations (Scopus)

Abstract

Multiple-aperture SAR interferometry (MAI) has demonstrated outstanding measurement accuracy of along-track displacement when compared to pixel-offset-tracking methods; however, measuring slow-moving (cm/year) surface displacement remains a challenge. Stacking of multi-temporal observations is a potential approach to reducing noise and increasing measurement accuracy, but it is difficult to achieve a significant improvement by applying traditional stacking methods to multi-temporal MAI interferograms. This paper proposes an efficient MAI stacking method, where multi-temporal forward- and backward-looking residual interferograms are individually stacked before the MAI interferogram is generated. We tested the performance of this method using ENVISAT data from Kīlauea Volcano, Hawai‘i, where displacement on the order of several centimeters per year is common. By comparing results from the proposed stacking methods with displacements from GPS data, we documented measurement accuracies of about 1.03 and 1.07 cm/year for the descending and ascending tracks, respectively—an improvement of about a factor of two when compared with that from the conventional stacking approach. Three-dimensional surface-displacement maps can be constructed by combining stacked InSAR and MAI observations, which will contribute to a better understanding of a variety of geological phenomena.

Original languageEnglish
Pages (from-to)411-425
Number of pages15
JournalJournal of Geodesy
Volume89
Issue number5
DOIs
Publication statusPublished - 2015 Jan 1

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interferometry
Interferometry
stacking
synthetic aperture radar
apertures
geological phenomena
Volcanoes
Global positioning system
pixel
GPS
volcano
Pixels
method
noise measurement
volcanoes
pixels

All Science Journal Classification (ASJC) codes

  • Geophysics
  • Geochemistry and Petrology
  • Computers in Earth Sciences

Cite this

Jo, Min Jeong ; Jung, Hyung Sup ; Won, Joong-sun ; Poland, Michael P. ; Miklius, Asta ; Lu, Zhong. / Measurement of slow-moving along-track displacement from an efficient multiple-aperture SAR interferometry (MAI) stacking. In: Journal of Geodesy. 2015 ; Vol. 89, No. 5. pp. 411-425.
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Measurement of slow-moving along-track displacement from an efficient multiple-aperture SAR interferometry (MAI) stacking. / Jo, Min Jeong; Jung, Hyung Sup; Won, Joong-sun; Poland, Michael P.; Miklius, Asta; Lu, Zhong.

In: Journal of Geodesy, Vol. 89, No. 5, 01.01.2015, p. 411-425.

Research output: Contribution to journalArticle

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