Interpretation and sensitivity analysis of the InSAR line of sight displacements in landslide measurements
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Open Access
- 2 August 2022
- journal article
- research article
- Published by Taylor & Francis in GIScience & Remote Sensing
- Vol. 59 (1) , 1226-1242
Abstract
Landslides are major geological hazards and frequently occur in mountainous areas with steep slopes, often causing significant loss. Interferometric Synthetic Aperture Radar (InSAR) has been widely used in landslide measurement over the last three decades. However, InSAR only can measure one-dimensional displacements (i.e. those in the radar’s line of sight (LOS) direction), resulting in the uncertainty between LOS displacement and the real slope displacement. In this paper, based on ascending and descending data from Sentinel-1 satellite, a wide-area potential landslide early identification was carried out using SBAS-InSAR in the whole of Mao County, a mountainous area in western Sichuan (China), with a total of 41 potential landslides successfully detected. Based on the quantitative analysis, the results show that the InSAR LOS measurement values are slope aspect and gradient-dependent. Finally, we innovatively derived a LOS displacement sensitivity map of InSAR in landslide measurement, revealing the relationship between LOS displacement, real displacements on slopes with arbitrary aspects and gradients, and SAR geometric distortion. This is a generalized finding useful for any slopes. It provides theoretical support to acquire and understand the real slope displacement from InSAR landslide measurement, which is vital to assist in correctly interpreting LOS displacement and carrying out subsequent quantitative geological engineering analysis.Keywords
This publication has 48 references indexed in Scilit:
- Persistent Scatterer Interferometry (PSI) Technique for Landslide Characterization and MonitoringRemote Sensing, 2013
- How to assess landslide activity and intensity with Persistent Scatterer Interferometry (PSI): the PSI-based matrix approachLandslides, 2012
- Pre-survey suitability evaluation of the differential synthetic aperture radar interferometry method for landslide monitoringInternational Journal of Remote Sensing, 2012
- Advanced radar-interpretation of InSAR time series for mapping and characterization of geological processesNatural Hazards and Earth System Sciences, 2011
- Landslide hazards triggered by the 2008 Wenchuan earthquake, Sichuan, ChinaLandslides, 2009
- Surface deformation of Long Valley caldera and Mono Basin, California, investigated with the SBAS-InSAR approachRemote Sensing of Environment, 2007
- Toward mapping surface deformation in three dimensions using InSARGeophysical Research Letters, 2004
- Linear and nonlinear terrain deformation maps from a reduced set of interferometric sar imagesIEEE Transactions on Geoscience and Remote Sensing, 2003
- A new algorithm for surface deformation monitoring based on small baseline differential SAR interferogramsIEEE Transactions on Geoscience and Remote Sensing, 2002
- Detection of postseismic fault-zone collapse following the Landers earthquakeNature, 1996