Automatic identification of active landslides in Hualong County， Qinghai Province， integrating InSAR and deep learning

CHEN Wenxue; WANG Xianmin; GUO Haixiang; CAO Li; LI Dongdong; SUI Bing

doi:10.11834/jrs.20255155

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Automatic identification of active landslides in Hualong County， Qinghai Province， integrating InSAR and deep learning
“InSAR technology provides important support for the identification of active landslides. Researchers have established comprehensive criteria covering disaster prone, causative, and deformation characteristics, and developed the AMRetNet deep learning algorithm. In Hualong County, 178 active landslides were automatically identified, of which 48 were newly discovered and performed better than typical algorithms such as Transformer, providing important support for timely disaster prevention and control.”
- role：First author第一作者
- Affiliation：
  Hubei Subsurface Multi-scale Imaging Key Laboratory, School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China
- Email：chenwenxue2022@163.com
- Introduction：陈文雪，研究方向为遥感地质、地质灾害监测预警与应急。E-mail： chenwenxue2022@163.com
CHEN Wenxue
1 * ,
- role：Corresponding author通信作者
- Affiliation：
  Hubei Subsurface Multi-scale Imaging Key Laboratory, School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China
  Key Laboratory of Geological Survey and Evaluation of Ministry of Education, China University of Geosciences, Wuhan 430074, China
- Email：xianminwang@163.com
- Introduction：王贤敏，研究方向为遥感地质、地质灾害监测预警与应急。E-mail： xianminwang@163.com
WANG Xianmin
12 * ,
- Affiliation：
  Laboratory of Natural Disaster Risk Prevention and Emergency Management, School of Economics and Management, China University of Geosciences, Wuhan 430074, China
GUO Haixiang
3 * ,
- Affiliation：
  The Second Surveying and Mapping Institute of Hunan Province, Changsha 410029, China
CAO Li
4 * ,
- Affiliation：
  College of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China
LI Dongdong
5 * ,
- Affiliation：
  Hunan Key Laboratory of Meteorological Disaster Prevention and Reduction, Changsha, Hunan 410073, China
SUI Bing
6 *
Vol. 30, Issue 4, Pages: 1198-1217(2026)
DOI：10.11834/jrs.20255155
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Automatic identification of active landslides in Hualong County， Qinghai Province， integrating InSAR and deep learning

CHEN Wenxue

WANG Xianmin

GUO Haixiang

CAO Li

LI Dongdong

SUI Bing

DOI：10.11834/jrs.20255155

AI Introduction

Full Text(HTML)

Figs( 45 ) Tabs( 4 )

References

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