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Spatial Prediction of Landslide Susceptibility Using a Deep Learning and Partition Membership Hybrid Model
期刊论文
OAI收割
TRANSACTIONS IN GIS, 2026, 卷号: 30, 期号: 2, 页码: e70255
作者:
Lin, Qigen
;
Hong, Haoyuan
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2026/05/22
Deep learning
Hybrid model
Landslide susceptibility
Unbalanced data
The research on landslide spatial prediction method based on knowledge graph and representation learning: a case study of Anxi county, Fujian Province
期刊论文
OAI收割
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2026, 卷号: 85, 期号: 4, 页码: 240
作者:
Jin, Xinlei
;
Li, Daichao
;
Wang, Shu
;
Ye, Peng
;
Gao, Jialiang
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2026/05/22
Landslide susceptibility mapping
Knowledge graph
Knowledge representation learning
Graph neural networks
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:5/0
  |  
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:11/0
  |  
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
;
Kong, Weilin
  |  
收藏
  |  
浏览/下载:5/0
  |  
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:5/0
  |  
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:4/0
  |  
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:5/0
  |  
提交时间:2026/02/09
Shipwreck
Remote sensing
Machine learning
Susceptibility mapping
Underwater archaeology
ADA-Net: Avalanche Differential Attention Network With Covariance Correlation Differential Transformer for Multimodal Snow Avalanche Susceptibility Mapping
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2026, 卷号: 64, 页码: 13
作者:
Kulsoom, Isma
;
Jiang, Yuanjun
;
Hussain, Sadaqat
;
Wasi, Muhammad
;
Sami, Muhammad
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/05/11
Snow
Transformers
Synthetic aperture radar
Hazards
Data integration
Optical sensors
Optical imaging
Feature extraction
Correlation
Accuracy
Avalanche differential attention network (ADA-Net)
covariance-correlation differential transformer (CCDT)
multimodal deep learning (DL)
multimodal remote sensing (RS)
snow avalanche susceptibility
central Tianshan mountains (CTM)
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:
  |  
收藏
  |  
浏览/下载:176/0
  |  
提交时间:2025/03/03
Ground deformation
time series InSAR
tectonics
Quetta City
GPS
subsidence susceptibility