Coupling machine learning with time-series InSAR for dynamic landslide susceptibility assessment： A case study of the Zigui-Badong Section in the Three Gorges Reservoir Area

ZHANG Tian; WANG Weichun; ZHOU Chao; CAO Ying; JIN Bijing

doi:10.11834/jrs.20265506

Theoretical and Methodological | Views:700Downloads:310CSCD:0

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Coupling machine learning with time-series InSAR for dynamic landslide susceptibility assessment： A case study of the Zigui-Badong Section in the Three Gorges Reservoir Area
“The risk prevention and control of landslide disasters in the Zigui Badong section of the Three Gorges Reservoir area has made new progress. Researchers have established a susceptibility evaluation system that couples static prediction with dynamic deformation information. The integrated learning model has an AUC of 0.954, providing a solution for the dynamic management of landslide disaster risks in reservoirs.”
- role：First author第一作者
- Affiliation：
  School of Geography and Information Engineering, China University of Geosciences (Wuhan), Wuhan 430078, China
- Email：zhang_tian@cug.edu.cn
- Introduction：张甜，研究方向为地质灾害风险评价。E-mail： zhang_tian@cug.edu.cn
ZHANG Tian
1 * ,
- Affiliation：
  School of Geography and Information Engineering, China University of Geosciences (Wuhan), Wuhan 430078, China
WANG Weichun
1 * ,
- role：Corresponding author通信作者
- Affiliation：
  School of Geography and Information Engineering, China University of Geosciences (Wuhan), Wuhan 430078, China
- Email：zhouchao@cug.edu.cn
- Introduction：周超，研究方向为地质灾害风险遥感监测与智能预警。E-mail： zhouchao@cug.edu.cn
ZHOU Chao
1 * ,
- Affiliation：
  School of Engineering, China University of Geosciences (Wuhan), Wuhan 430074, China
CAO Ying
2 * ,
- Affiliation：
  School of Engineering, China University of Geosciences (Wuhan), Wuhan 430074, China
JIN Bijing
2 *
Vol. 30, Issue 4, Pages: 894-915(2026)
DOI：10.11834/jrs.20265506
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Coupling machine learning with time-series InSAR for dynamic landslide susceptibility assessment： A case study of the Zigui-Badong Section in the Three Gorges Reservoir Area

ZHANG Tian

WANG Weichun

ZHOU Chao

CAO Ying

JIN Bijing

DOI：10.11834/jrs.20265506

AI Introduction

Full Text(HTML)

Figs( 81 ) Tabs( 4 )

References

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