Coupling InSAR and numerical modeling for characterizing landslide movements under complex loads in urbanized hillslopes
Landslides, as a representative geohazard in fault zones, threaten the safety of buildings and infrastructure. Landslide movements are often subject to multiple loads in urbanized hillslopes from both natural and human activity. Synthetic aperture radar interferometry (InSAR) has been used to measur...
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Published in | Landslides Vol. 18; no. 5; pp. 1611 - 1623 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.05.2021
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 1612-510X 1612-5118 |
DOI | 10.1007/s10346-020-01604-2 |
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Abstract | Landslides, as a representative geohazard in fault zones, threaten the safety of buildings and infrastructure. Landslide movements are often subject to multiple loads in urbanized hillslopes from both natural and human activity. Synthetic aperture radar interferometry (InSAR) has been used to measure landslide movements. Used independently, InSAR can measure only surface deformation, and the points are sparse. Numerical modeling can simulate the full-scale movements, but it requires a prior knowledge of soil properties that are often not available in practice. To address these limitations, we proposed to couple InSAR and numerical modeling for characterizing landslide movements under multiple loads. We used 60 ascending and 56 descending Sentinel-1 images to measure surface movements in urbanized Daguan County Town. Of 31 landslides in the inventory map, 24 were successfully identified. The InSAR results assisted in determining the optimal soil properties through back-analysis. We used geological, geotechnical, and meteorological data to set three boundary conditions, that is, body loads, precipitation-induced hydraulic conditions, and construction-induced forces. Landslide mobility was demonstrated more distinctly using the coupled analysis. The numerical results revealed that body loads dominated the cumulative downslope movements by squeezing water and air from voids, and precipitation caused seasonal movements with the direction perpendicular to the slope surface. Construction works caused permanent changes (accelerating and decelerating) in time-series trends. Coupling InSAR and numerical modeling can facilitate analysis of the effects of complex loads and potentially predict future deformation. The method developed can be extended to study other urbanized landslide areas for early warning and risk mitigation. |
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AbstractList | Landslides, as a representative geohazard in fault zones, threaten the safety of buildings and infrastructure. Landslide movements are often subject to multiple loads in urbanized hillslopes from both natural and human activity. Synthetic aperture radar interferometry (InSAR) has been used to measure landslide movements. Used independently, InSAR can measure only surface deformation, and the points are sparse. Numerical modeling can simulate the full-scale movements, but it requires a prior knowledge of soil properties that are often not available in practice. To address these limitations, we proposed to couple InSAR and numerical modeling for characterizing landslide movements under multiple loads. We used 60 ascending and 56 descending Sentinel-1 images to measure surface movements in urbanized Daguan County Town. Of 31 landslides in the inventory map, 24 were successfully identified. The InSAR results assisted in determining the optimal soil properties through back-analysis. We used geological, geotechnical, and meteorological data to set three boundary conditions, that is, body loads, precipitation-induced hydraulic conditions, and construction-induced forces. Landslide mobility was demonstrated more distinctly using the coupled analysis. The numerical results revealed that body loads dominated the cumulative downslope movements by squeezing water and air from voids, and precipitation caused seasonal movements with the direction perpendicular to the slope surface. Construction works caused permanent changes (accelerating and decelerating) in time-series trends. Coupling InSAR and numerical modeling can facilitate analysis of the effects of complex loads and potentially predict future deformation. The method developed can be extended to study other urbanized landslide areas for early warning and risk mitigation. |
Author | Cui, Yifei Wang, Weixi Zhang, Yuanzhi Ma, Peifeng Lin, Hui |
Author_xml | – sequence: 1 givenname: Peifeng orcidid: 0000-0002-1457-5388 surname: Ma fullname: Ma, Peifeng organization: Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Shenzhen Research Institute, The Chinese University of Hong Kong – sequence: 2 givenname: Yifei surname: Cui fullname: Cui, Yifei organization: State Key Laboratory of Hydroscience and Engineering, Tsinghua University – sequence: 3 givenname: Weixi surname: Wang fullname: Wang, Weixi email: wangwx@szu.edu.cn organization: Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University – sequence: 4 givenname: Hui surname: Lin fullname: Lin, Hui organization: School of Geography and Environment, Jiangxi Normal University – sequence: 5 givenname: Yuanzhi surname: Zhang fullname: Zhang, Yuanzhi organization: University of Chinese Academy of Sciences |
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Keywords | Numerical modeling InSAR Construction Landslide movements Body loads Seasonal movements |
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SubjectTerms | Agriculture Boundary conditions Civil Engineering Construction Coupling Deceleration Deformation Deformation effects Earth and Environmental Science Earth Sciences Fault zones Faults Geography Geological hazards Interferometric synthetic aperture radar Interferometry Landslide warnings Landslides Landslides & mudslides Loads (forces) Mathematical models Meteorological data Mitigation Modelling Natural Hazards Original Paper Precipitation Risk reduction SAR (radar) Soil analysis Soil properties Soils Synthetic aperture radar Synthetic aperture radar interferometry Voids |
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Title | Coupling InSAR and numerical modeling for characterizing landslide movements under complex loads in urbanized hillslopes |
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