Dual-Polarimetric SAR Measurements to Observe Liquefaction Surface Manifestations

In this study, a methodology is proposed to use dual-polarimetric synthetic aperture radar (SAR) to identify the spatial distribution of soil liquefaction. The latter is a phenomenon that occurs in conjunction with seismic events of a magnitude generally higher than 5.5–6.0 and which affects loose sandy soils located below the water table level. The methodology consists of two steps: first the spatial distributions of soil liquefaction is estimated using a constant false alarm rate method applied to the SPAN metric, namely the total power associated with the measured polarimetric channels, which is ingested into a bitemporal approach to sort out dark areas not genuine. Second, the obtained masks are read in terms of the physical scattering mechanisms using a child parameter stemming from the eigendecomposition of the covariance matrix—namely the degree of polarization. The latter is evaluated using the coseismic scenes and contrasted with the preseismic one to have rough information on the time-variability of the scattering mechanisms occurred in the area affected by soil liquefaction. Finally, the obtained maps are qualitatively contrasted against state-of-the-art optical and interferometric SAR methodologies. Experimental results, obtained processing a time-series of ascending and descending Sentinel-1 SAR scenes acquired during the 2023 Türkiye–Syria earthquake, confirm the soundness of the proposed approach.

Authors

Institutions

Publication Details

Journal
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Published
2024-12-04
DOI
https://doi.org/10.1109/jstars.2024.3509645
Citations
4
Primary Topic
Underwater Acoustics Research
Type
article
Field-Weighted Citation Impact
1.92
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article

Dual-Polarimetric SAR Measurements to Observe Liquefaction Surface Manifestations

Maurizio Migliaccio, Annamaria Vicari, Nicola Angelo Famiglietti, Ferdinando Nunziata et al.
4 citations
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Underwater Acoustics Research
1.92
article

Dual-Polarimetric SAR Measurements to Observe Liquefaction Surface Manifestations

Maurizio Migliaccio, Annamaria Vicari, Nicola Angelo Famiglietti, Ferdinando Nunziata, Anna Verlanti
article en
4 citations

Abstract

In this study, a methodology is proposed to use dual-polarimetric synthetic aperture radar (SAR) to identify the spatial distribution of soil liquefaction. The latter is a phenomenon that occurs in conjunction with seismic events of a magnitude generally higher than 5.5–6.0 and which affects loose sandy soils located below the water table level. The methodology consists of two steps: first the spatial distributions of soil liquefaction is estimated using a constant false alarm rate method applied to the SPAN metric, namely the total power associated with the measured polarimetric channels, which is ingested into a bitemporal approach to sort out dark areas not genuine. Second, the obtained masks are read in terms of the physical scattering mechanisms using a child parameter stemming from the eigendecomposition of the covariance matrix—namely the degree of polarization. The latter is evaluated using the coseismic scenes and contrasted with the preseismic one to have rough information on the time-variability of the scattering mechanisms occurred in the area affected by soil liquefaction. Finally, the obtained maps are qualitatively contrasted against state-of-the-art optical and interferometric SAR methodologies. Experimental results, obtained processing a time-series of ascending and descending Sentinel-1 SAR scenes acquired during the 2023 Türkiye–Syria earthquake, confirm the soundness of the proposed approach.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingVol. 18
Parthenope University of Naples (IT), Istituto Nazionale di Geofisica e Vulcanologia (IT), Istituto di Scienze Marine del Consiglio Nazionale delle Ricerche (IT), National Research Council (IT), Sapienza University of Rome (IT)
Openalex Percentile: Top 15%
Underwater Acoustics Research
1.92
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