Detection and mapping of soil liquefaction in the 2011 Tohoku earthquake using SAR interferometry

We have identified areas of soil liquefaction by the analysis of surface changes caused by the 2011 Tohoku earthquake, using synthetic aperture radar (SAR) interferometry in the Kanto region of Japan. Changes in surface scattering properties were evaluated using phase-corrected coherence, computed from the reflective intensity (amplitude) of SAR data. Often, the loss of coherence (decorrelation) is simply considered to represent areas damaged from the disaster. However, temporal decorrelation could also be induced by ordinal surface cover change in addition to disaster damage. Therefore, we use a coherence change threshold to discriminate significant decorrelation caused by soil liquefaction from that produced by ordinal surface cover changes. Moreover, local surface displacements are estimated using phase information from the SAR data. Our results compare favorably with those from surveys of sand boils and aerial photography, showing that surface changes derived from SAR data are associated with soil liquefaction. Our results demonstrate that soil liquefaction occurred mainly near the waterfront along Tokyo Bay and the Tone River, and ground subsidence was widely distributed.

[1]  K. Feigl,et al.  Radar interferometry and its application to changes in the Earth's surface , 1998 .

[2]  H. Fujiwara,et al.  Liquefaction Damage of The Tonegawa Basin Caused by The 2011 off the Pacific coast of Tohoku Earthquake , 2012 .

[3]  Subhamoy Bhattacharya,et al.  Liquefaction of soil in the Tokyo Bay area from the 2011 Tohoku (Japan) earthquake , 2011 .

[4]  Paul A. Rosen,et al.  Surface Ruptures and Building Damage of the 2003 Bam, Iran, Earthquake Mapped by Satellite Synthetic Aperture Radar Interferometric Correlation , 2005 .

[5]  P. Rosen,et al.  SYNTHETIC APERTURE RADAR INTERFEROMETRY TO MEASURE EARTH'S SURFACE TOPOGRAPHY AND ITS DEFORMATION , 2000 .

[6]  Takeo Tadono,et al.  JAXA High Resolution Land-Use and Land-Cover Map of Japan , 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

[7]  C. Werner,et al.  Satellite radar interferometry: Two-dimensional phase unwrapping , 1988 .

[8]  Tomokazu Kobayashi,et al.  Coseismic and postseismic slip of the 2011 magnitude-9 Tohoku-Oki earthquake , 2011, Nature.

[9]  L. Rivera,et al.  Coseismic Deformation from the 1999 Mw 7.1 Hector Mine, California, Earthquake as Inferred from InSAR and GPS Observations , 2002 .

[10]  Urs Wegmüller,et al.  Gamma SAR processor and interferometry software , 1997 .

[11]  Mitsuyuki Hoshiba,et al.  Outline of the 2011 off the Pacific coast of Tohoku Earthquake (Mw 9.0) —Earthquake Early Warning and observed seismic intensity— , 2011 .

[12]  C. Werner,et al.  Radar interferogram filtering for geophysical applications , 1998 .

[13]  E. Rodríguez,et al.  Theory and design of interferometric synthetic aperture radars , 1992 .

[14]  M. J. Grimble Youla parameterised two and a half degrees of freedom LQG controller and robustness improvement cost weighting , 1992 .

[15]  Paris W. Vachon,et al.  Coherence estimation for SAR imagery , 1999, IEEE Trans. Geosci. Remote. Sens..

[16]  P. Rosen,et al.  Interferometric Synthetic Aperture Radar Geodesy , 2007 .

[17]  Xiaoli Ding,et al.  Calibration of an InSAR-Derived Coseimic Deformation Map Associated With the 2011 Mw-9.0 Tohoku-Oki Earthquake , 2012, IEEE Geoscience and Remote Sensing Letters.

[18]  Mike P. Stewart,et al.  A modification to the Goldstein radar interferogram filter , 2003, IEEE Trans. Geosci. Remote. Sens..

[19]  Crustal deformation map for the 2011 off the Pacific coast of Tohoku Earthquake, detected by InSAR analysis combined with GEONET data , 2011 .

[20]  R. Bamler,et al.  Phase statistics of interferograms with applications to synthetic aperture radar. , 1994, Applied optics.

[21]  Howard A. Zebker,et al.  Accurate estimation of correlation in InSAR observations , 2005, IEEE Geoscience and Remote Sensing Letters.

[22]  Lars M. H. Ulander,et al.  Repeat-pass SAR interferometry over forested terrain , 1995, IEEE Transactions on Geoscience and Remote Sensing.

[23]  Paolo Pasquali,et al.  The 2010-2011 Canterbury, New Zealand, seismic sequence: Multiple source analysis from InSAR data and modeling , 2012 .

[24]  Howard A. Zebker,et al.  Decorrelation in interferometric radar echoes , 1992, IEEE Trans. Geosci. Remote. Sens..

[25]  Claudio Prati,et al.  SAR interferometry: a "Quick and dirty" coherence estimator for data browsing , 1997, IEEE Trans. Geosci. Remote. Sens..