Mapping and Pre- and Post-Failure Analyses of the April 2019 Kantutani Landslide in La Paz, Bolivia, Using Synthetic Aperture Radar Data

被引:1
|
作者
Shan, Monan [1 ]
Raspini, Federico [2 ]
Del Soldato, Matteo [2 ]
Cruz, Abel [3 ]
Casagli, Nicola [2 ]
机构
[1] Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Shatin, Hong Kong, Peoples R China
[2] Univ Firenze, Earth Sci Dept, Via La Pira 4, I-50121 Florence, Italy
[3] Univ Mayor San Simon, Lab Geotecnia GTUMSS, Ave Ballivian Esquina Reza 591, Cochabamba 2500, Bolivia
关键词
SAR; InSAR; SAR amplitude; P-SBAS; GEP; landslide monitoring; landslide mapping; change detection; SURFACE DEFORMATION; SAR INTERFEROMETRY; ON-DEMAND; VULNERABILITY; ALGORITHM; DISPLACEMENTS; GENERATION; SCATTERERS; SUBSIDENCE; PERSISTENT;
D O I
10.3390/rs15225311
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Urban landslides have brought challenges to developing countries undergoing urbanization. Rapid approaches to assess ground deformation are required when facing the challenge of insufficient geological survey methods. Additionally, it is indeed a challenge to map landslide-affected areas, especially precipitation-induced landslides, through optical remote sensing methods. This study applied SAR change detection methods to map the slope failure event of the San Jorge Kantutani landfill site in La Paz, Bolivia, which occurred in April 2019, and Multi-Temporal Synthetic Aperture Radar Interferometry (MTInSAR) methods to assess pre- and post-failure ground stability related to this event. We found that the amplitude information of high-resolution COSMO-SkyMed SAR imagery and its texture information can be very useful in landslide mapping, especially in situations in which optical images are not available because of complex meteorological conditions and the similar spectral characteristics between the original land cover and landslide deposits. The MTInSAR analyses found that there was already significant deformation of more than 50 mm/year along the slope direction over this site before the landslide, and such deformation could be clearly discriminated from the surrounding environment. After the landslide event and the remobilization of the landslide deposit, the slope still shows a deformation velocity of more than 30 mm/year. The SAR amplitude change detection and MTInSAR fully exploited the SAR data in landslide studies and were useful in back analyzing the occurred landslides; this could be a good method for monitoring the ground stability of La Paz or even on a national scale over the long term for reducing the catastrophic effects of geological hazards in this landslide-prone city.
引用
收藏
页数:28
相关论文
共 9 条
  • [1] Failure mechanism and kinematics of the Tonghua landslide based on multidisciplinary pre- and post-failure data
    Qiang Cheng
    Yinghui Yang
    Yi Du
    Landslides, 2021, 18 : 3857 - 3874
  • [2] Failure mechanism and kinematics of the Tonghua landslide based on multidisciplinary pre- and post-failure data
    Cheng, Qiang
    Yang, Yinghui
    Du, Yi
    LANDSLIDES, 2021, 18 (12) : 3857 - 3874
  • [3] Correction to: Failure mechanism and kinematics of the Tonghua landslide based on multidisciplinary pre- and post-failure data
    Qiang Cheng
    Yinghui Yang
    Yi Du
    Landslides, 2022, 19 : 1537 - 1538
  • [4] Pre- and post-failure dynamics of landslides in the Northern Apennines revealed by space-borne synthetic aperture radar interferometry (InSAR)
    Squarzoni, Gabriela
    Bayer, Benedikt
    Franceschini, Silvia
    Simoni, Alessandro
    GEOMORPHOLOGY, 2020, 369
  • [5] Characterization of pre- and post-failure deformation and evolution of the Shanyang landslide using multi-temporal remote sensing data
    Zhan, Jiewei
    Sun, Yuemin
    Yu, Zhaoyue
    Meng, Huanyu
    Zhu, Wu
    Peng, Jianbing
    LANDSLIDES, 2024, 21 (07) : 1659 - 1672
  • [6] LANDSLIDE AREA MAPPING USING SYNTHETIC APERTURE RADAR (SAR) DATA: THE CASE OF THE 2018 NAGA LANDSLIDE
    Mayuga, Pauline Joy
    Tiongson, Samuel Francisco
    Abao, John Joewen
    Mendoza, Jean Mari
    Pernez, Geoffrey Allen
    Ramirez, Ryan
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 7883 - 7886
  • [7] Pre- and post-failure spatial-temporal deformation pattern of the Baige landslide retrieved from multiple radar and optical satellite images
    Xiong, Zhiqiang
    Feng, Guangcai
    Feng, Zhixiong
    Miao, Lu
    Wang, Yuedong
    Yang, Dingjiang
    Luo, Shuran
    ENGINEERING GEOLOGY, 2020, 279
  • [8] Failure mechanism and kinematics of the Tonghua landslide based on multidisciplinary pre- and post-failure data (Mar, 10.1007/s10346-021-01770-x, 2022)
    Cheng, Qiang
    Yang, Yinghui
    Du, Yi
    LANDSLIDES, 2022, 19 (06) : 1537 - 1538
  • [9] Pre-, Co-, and Post-Failure Deformation Analysis of the Catastrophic Xinjing Open-Pit Coal Mine Landslide, China, from Optical and Radar Remote Sensing Observations
    Chang, Fengnian
    Li, Houyu
    Dong, Shaochun
    Yin, Hongwei
    REMOTE SENSING, 2025, 17 (01)