InSAR tropospheric delay mitigation by GPS observations: A case study in Tokyo area

Caijun Xu, Hua Wang, Linlin Ge, Chinatsu Yonezawa, Pu Cheng

Research output: Contribution to journalArticlepeer-review

25 Citations (Scopus)

Abstract

Like other space geodetic techniques, interferometric synthetic aperture radar (InSAR) is limited by the variations of tropospheric delay noise. In this paper, we analyze the double-difference (DD) feature of tropospheric delay noise in SAR interferogram. By processing the ERS-2 radar pair, we find some tropospheric delay fringes, which have similar patterns with the GMS-5 visible-channel images acquired at almost the same epoch. Thirty-five continuous GPS (CGPS) stations are distributed in the radar scene. We analyze the GPS data by GIPSY-OASIS (II) software and extract the wet zenith delay (WZD) parameters at each station at the same epoch with the master and the slave image, respectively. A cosine mapping function is applied to transform the WZD to wet slant delay (WSD) in line-of-sight direction. Based on the DD WSD parameters, we establish a two-dimensional (2D) semi-variogram model, with the parameters 35.2, 3.6 and 0.88. Then we predict the DD WSD parameters by the kriging algorithm for each pixel of the interferogram, and subtract it from the unwrapped phase. Comparisons between CGPS and InSAR range changes in LOS direction show that the root of mean squares (RMS) decreased from 1.33 cm before correction to 0.87 cm after correction. From the result, we can conclude that GPS WZD parameters can be effectively used to identify and mitigate the large-scale InSAR tropospheric delay noise if the spatial resolution of GPS stations is dense enough.

Original languageEnglish
Pages (from-to)629-638
Number of pages10
JournalJournal of Atmospheric and Solar-Terrestrial Physics
Volume68
Issue number6
DOIs
Publication statusPublished - 2006 Mar
Externally publishedYes

Keywords

  • Double difference
  • InSAR
  • Kriging
  • Semi-variogram model
  • Wet slant delay
  • Wet zenith delay

ASJC Scopus subject areas

  • Geophysics
  • Atmospheric Science
  • Space and Planetary Science

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