TY - JOUR
T1 - Detection and mapping of soil liquefaction in the 2011 Tohoku earthquake using SAR interferometry
AU - Ishitsuka, Kazuya
AU - Tsuji, Takeshi
AU - Matsuoka, Toshifumi
N1 - Funding Information:
Acknowledgments. The PALSAR data used in this study belong to the Ministry of Economy, Trade and Industry (METI) and the Japan Aerospace Exploration Agency (JAXA). Level-1.0 data were processed and provided by the Earth Remote Sensing Data Analysis Center (ERSDAC). We also acknowledge the Kanto Regional Development Bureau of the Ministry of Land, Infrastructure, Transport and Tourism (KRDB) and the Japanese Geotechnical Society (JGS) for providing soil liquefaction data. The land cover map was produced and furnished by the Earth Observation Research Center, Japan Aerospace Exploration Agency (JAXA/EORC). We also express our appreciation to two reviewers (Dr. Taku Ozawa and anonymous) for their insightful comments, which helped us improve this paper. The authors acknowledge support for this study from ERSDAC and the Global Center for Education and Research on Human Security Engineering for Asian Megacities (GCOE). T. Tsuji gratefully acknowledges the support of the International Institute for Carbon Neutral Energy Research (I2CNER), sponsored by the World Premier International Research Center Initiative (WPI), MEXT, Japan.
PY - 2012
Y1 - 2012
N2 - 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.
AB - 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.
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U2 - 10.5047/eps.2012.11.002
DO - 10.5047/eps.2012.11.002
M3 - Article
AN - SCOPUS:84876246138
SN - 1343-8832
VL - 64
SP - 1267
EP - 1276
JO - earth, planets and space
JF - earth, planets and space
IS - 12
ER -