Monitoring and Mapping of Shallow Landslides in a Tropical Environment Using Persistent Scatterer Interferometry: A Case Study from the Western Ghats, India

被引:16
|
作者
Rajaneesh, Ambujendran [1 ]
Logesh, Natarajan [1 ,2 ]
Vishnu, Chakrapani Lekha [1 ,3 ]
Bouali, El Hachemi [4 ]
Oommen, Thomas [3 ]
Midhuna, Vinayan [5 ]
Sajinkumar, Kochappi Sathyan [1 ,3 ]
机构
[1] Univ Kerala, Dept Geol, Thiruvananthapuram 695581, India
[2] Bharathidasan Univ, Ctr Remote Sensing, Tiruchirapalli 620023, India
[3] Michigan Technol Univ, Dept Geol & Min Engn & Sci, Houghton, MI 49931 USA
[4] Nevada State Coll, Dept Phys & Life Sci, Henderson, NV 89002 USA
[5] Gandhigram Rural Inst, Dept Appl Geol, Gandhigram 624302, India
来源
GEOMATICS | 2021年 / 1卷 / 01期
关键词
persistent scatterer interferometry (PSI); landslides; Radar; Sentinel-1A; Western Ghats; PERMANENT SCATTERERS; HAZARD ASSESSMENT; INVENTORY; VOLCANO; PSINSAR; SYSTEMS;
D O I
10.3390/geomatics1010002
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Persistent Scatterer Interferometry (PSI) techniques are now well established and accepted for monitoring ground displacements. The presence of shallow-seated landslides, ubiquitous phenomena in the tropics, offers an opportunity to monitor and map these hazards using PSI at the regional scale. Thus, the Western Ghats of India, experiencing a tropical climate and in a topographically complex region of the world, provides an ideal study site to test the efficacy of landslide detection with PSI. The biggest challenge in using the PSI technique in tropical regions is the additional noise in data due to vegetation. In this study, we filtered these noises by utilizing the 95-percentile of the highest coherence data, which also reduced the redundancy of the PSI points. The study examined 12 landslides that occurred within one of the three temporal categories grouped as Group 1, Group 2, and Group 3, categorized in relation to PSI monitoring periods, which was also further classified into east- and west-facing landslides. The Synthetic Aperture Radar (SAR) data is in descending mode, and, therefore, the east-facing landslides are characterized by positive deformation velocity values, whereas the west-facing landslides have negative deformation values. Further, the landslide-prone areas, delineated using the conventional factor of safety (FS), were refined and mapped using PSI velocity values. The combination of PSI with the conventional FS approach helped to identify exclusive zones prone to landslides. The main aim of such an attempt is to identify critical areas in the unstable category in the map prepared using FS and prioritizing the mitigation measures, and to develop a road map for any developmental activities. The approach also helps to increase confidence in the susceptibility mapping and reduce false alarms.
引用
收藏
页码:3 / 17
页数:15
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