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Enhancing Landslide Susceptibility and Dynamic Exposure Assessment Using Interpretable Machine Learning: A Case Study of the Qinba Mountain Area, China
期刊论文
OAI收割
TRANSACTIONS IN GIS, 2026, 卷号: 30, 期号: 2, 页码: e70228
作者:
Shi, Yi
;
Lin, Qigen
;
Hong, Haoyuan
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/04/16
Dynamic exposure analysis
Interpretable machine learning
Landslide risk mapping
Landslide Susceptibility mapping
Lithology dependent pathways of forming rock mass weakness plane shape regional landslide susceptibility
期刊论文
OAI收割
ENGINEERING GEOLOGY, 2026, 卷号: 363, 页码: 16
作者:
Zhang, Yifan
;
Jiang, Zhenni
;
Wu, Chunhao
;
Cui, Peng
;
Kong, Weilin
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/03/12
Rock mass
Weakness plane
Explainable machine learning
Landslide susceptibility
Southeastern Tibet
Lithology dependent pathways of forming rock mass weakness plane shape regional landslide susceptibility
期刊论文
OAI收割
ENGINEERING GEOLOGY, 2026, 卷号: 363, 页码: 108586
作者:
Zhang, Yifan
;
Jiang, Zhenni
;
Wu, Chunhao
;
Cui, Peng
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/03/16
Rock mass
Weakness plane
Explainable machine learning
Landslide susceptibility
Southeastern Tibet
Landslide Susceptibility Assessment Based on TFPF-SU and AuFNN Methods: A Case Study of Dongchuan District, Yunnan Province
期刊论文
OAI收割
APPLIED SCIENCES-BASEL, 2026, 卷号: 16, 期号: 2, 页码: 1035
作者:
Li, Kuan
;
Sun, Yuqiang
;
Fan, Junfu
;
Li, Ping
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/03/16
slope unit
landslide
evaluation factors
susceptibility analysis
machine learning
Landslide susceptibility on the Qinghai-Tibet Plateau: Key driving factors identified through machine learning
期刊论文
OAI收割
JOURNAL OF GEOGRAPHICAL SCIENCES, 2026, 卷号: 36, 期号: 1, 页码: 199-218
作者:
Yang, Wanqing
;
Ge, Quansheng
;
Tao, Zexing
;
Xu, Duanyang
;
Wang, Yuan
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/03/16
landslide susceptibility
machine learning
SHAP
driving factors
nonlinear effects
Application of remote sensing and machine learning algorithms for shipwreck susceptibility mapping in China
期刊论文
OAI收割
JOURNAL OF ARCHAEOLOGICAL SCIENCE, 2026, 卷号: 185, 页码: 106429
作者:
Chen, Junhui
;
Tang, Fei
;
Lin, Heshan
;
Chen, Yong
;
Chen, Yuyue
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/02/09
Shipwreck
Remote sensing
Machine learning
Susceptibility mapping
Underwater archaeology
SBAS-InSAR Analysis of tectonic derived ground deformation and subsidence susceptibility mapping via machine learning in Quetta City, Pakistan
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 23
作者:
Hussain, Sajid
;
Pan, Bin
;
Afzal, Zeeshan
;
Sajjad, Meer Muhammad
;
Kakar, Najeebullah
  |  
收藏
  |  
浏览/下载:173/0
  |  
提交时间:2025/03/03
Ground deformation
time series InSAR
tectonics
Quetta City
GPS
subsidence susceptibility
Evaluation of different factor assignment methods for slope unit-based landslide susceptibility assessment: a case study in Fengjie County, China
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2025, 卷号: 16, 期号: 1, 页码: 20
作者:
Yang, Hongjuan
;
Zhang, Shaojie
;
Hu, Kaiheng
;
Jia, Yifan
;
Wang, Xiuying
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/09/22
Machine learning
slope unit
landslide susceptibility assessment
data type
Fengjie
Highway landslide susceptibility evaluation methods-a case study of Guangxi Zhuang autonomous region, China
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2025, 卷号: 16, 期号: 1, 页码: 2563652
作者:
Li, Xueyuan
;
Lu, Yuefeng
;
Fan, Huadan
;
Xie, Peng
;
Yan, Yu
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/11/17
Highway landslide
coupled model
susceptibility analysis
ROC curves
Edge-attentive graph convolutional network and positive-unlabeled framework for landslide susceptibility mapping
期刊论文
OAI收割
GONDWANA RESEARCH, 2025, 卷号: 148, 页码: 240-254
作者:
Wei, Ruilong
;
Li, Yamei
;
Li, Yao
;
Wang, Zili
;
Wu, Chunhao
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/10/29
Landslide susceptibility
Graph neural network
Positive-unlabeled learning