Landslide detection based on deep learning and remote sensing imagery: A case study in Linzhi City

Landslide detection based on deep learning and remote sensing imagery: A case study in Linzhi City

Landslides result in serious damage to economic and land resources. Automated landslide detection over a wide area for the study and prevention of geohazards is important. Linzhi is located in the southeastern part of the Tibetan Plateau, one of the most landslide-prone regions in China. In this pap...

Full description

Saved in:

Bibliographic Details
Main Authors:	Yutong Wang, Hong Gao, Shuhao Liu, Dayi Yang, Aixuan Liu, Gang Mei
Format:	Article
Language:	English
Published:	KeAi Communications Co. Ltd. 2025-03-01
Series:	Natural Hazards Research
Subjects:	Landslide detection Deep learning Remote sensing Interpretable machine learning Linzhi city
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666592124000568
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Lights-Transformer: An Efficient Transformer-Based Landslide Detection Model for High-Resolution Remote Sensing Images
by: Xu Wu, et al.
Published: (2025-06-01)

Rapid Landslide Detection Following an Extreme Rainfall Event Using Remote Sensing Indices, Synthetic Aperture Radar Imagery, and Probabilistic Methods
by: Aikaterini-Alexandra Chrysafi, et al.
Published: (2024-12-01)

Automatic Identification Model for Landslide Disaster Using Remote Sensing Images Based on Improved Multiresunet
by: Zhenyu Zhao, et al.
Published: (2025-01-01)

CTHNet: A CNN–Transformer Hybrid Network for Landslide Identification in Loess Plateau Regions Using High-Resolution Remote Sensing Images
by: Juan Li, et al.
Published: (2025-01-01)

A Transfer Learning Remote Sensing Landslide Image Segmentation Method Based on Nonlinear Modeling and Large Kernel Attention
by: Jiajun Li, et al.
Published: (2025-04-01)

Attention Swin Transformer UNet for Landslide Segmentation in Remotely Sensed Images
by: Bingxue Liu, et al.
Published: (2024-11-01)

LS-YOLO: A Novel Model for Detecting Multiscale Landslides With Remote Sensing Images
by: Wenjie Zhang, et al.
Published: (2024-01-01)

HPM-Match: A Generic Deep Learning Framework for Historical Landslide Identification Based on Hybrid Perturbation Mean Match
by: Shuhao Ran, et al.
Published: (2025-01-01)

Mapping Complex Landslide Scars Using Deep Learning and High-Resolution Topographic Derivatives from LiDAR Data in Quebec, Canada
by: Hejar Shahabi, et al.
Published: (2024-12-01)

Delimitation of Landslide Areas in Optical Remote Sensing Images Across Regions via Deep Transfer Learning
by: Zan Wang, et al.
Published: (2024-01-01)

Impact of Non-Landslide Sample Sampling Strategies and Model Selection on Landslide Susceptibility Mapping
by: Weijun Jiang, et al.
Published: (2025-02-01)

Landslide Susceptibility Level Mapping in Kozhikode, Kerala, Using Machine Learning-Based Random Forest, Remote Sensing, and GIS Techniques
by: Pradeep Kumar Badapalli, et al.
Published: (2025-07-01)

Analysis of landslide on Meizhou-Dapu expressway based on satellite remote sensing
by: Xianshuo Zheng, et al.
Published: (2025-07-01)

Geophysical and Remote Sensing Techniques for Large-Volume and Complex Landslide Assessment
by: Paolo Ciampi, et al.
Published: (2025-06-01)

Extensive identification of landslide boundaries using remote sensing images and deep learning method
by: Chang-dong Li, et al.
Published: (2024-04-01)

Multi-scale convolutional neural networks (CNNs) for landslide inventory mapping from remote sensing imagery and landslide susceptibility mapping (LSM)
by: Baoyi Zhang, et al.
Published: (2024-12-01)

Role of remote sensing and geotechnical studies in assessing the landslide vulnerability in the Chamoli region of Uttarakhand, India
by: Shubham Singh, et al.
Published: (2025-06-01)

A comparative study of ensemble learning algorithms for the classification of landslide activity using vegetation anomalies indicator (VAI): a case study of Kundasang, Sabah
by: Mohd Radhie Mohd Salleh, et al.
Published: (2025-06-01)

Landslide susceptibility assessment in scarce-data regions using remote sensing data
by: Edier Vicente Aristizábal-Giraldo, et al.
Published: (2023-10-01)

Editorial Foreword to the Special Issue on Advances in Remote Sensing of Mountain Surface Processes
by: Li Peng, et al.
Published: (2025-01-01)

Integrated Landslide Risk Assessment via a Landslide Susceptibility Model Based on Intelligent Optimization Algorithms
by: Xin Dai, et al.
Published: (2025-02-01)

Remote Sensing-Based Detection and Analysis of Slow-Moving Landslides in Aba Prefecture, Southwest China
by: Juan Ren, et al.
Published: (2025-04-01)

Application of multi-source remote sensing technologies in identification and evolution mechanism analysis of creep landslides: a case study of Shibatai landslide in Wenchuan earthquake area
by: Defu Wang, et al.
Published: (2025-02-01)

Identification and distribution of 13003 landslides in the northwest margin of Qinghai-Tibet Plateau based on human-computer interaction remote sensing interpretation
by: Wei Wang, et al.
Published: (2024-04-01)

Optimized landslide susceptibility prediction based on SBAS-InSAR: case study of the Jiuzhaigou Ms7.0 earthquake
by: Shiqian Yin, et al.
Published: (2024-12-01)

Research on Automatic Identification Method of Loess Earthquake Landslide Based on Remote Sensing Imagery
by: WANG Liansheng, et al.
Published: (2024-01-01)

Applications and Advancements of Spaceborne InSAR in Landslide Monitoring and Susceptibility Mapping: A Systematic Review
by: Yusen Cheng, et al.
Published: (2025-03-01)

FEMNet: A Feature-Enriched Mamba Network for Cloud Detection in Remote Sensing Imagery
by: Weixing Liu, et al.
Published: (2025-07-01)

DBSANet: A Dual-Branch Semantic Aggregation Network Integrating CNNs and Transformers for Landslide Detection in Remote Sensing Images
by: Yankui Li, et al.
Published: (2025-02-01)

Hierarchical cross attention achieves pixel precise landslide segmentation in submeter optical imagery
by: Wenjie Hu, et al.
Published: (2025-07-01)

A semantic segmentation framework with UNet-pyramid for landslide prediction using remote sensing data
by: Arush Kaushal, et al.
Published: (2024-12-01)

Integration of geospatial foundation models in unsupervised change detection workflows for landslide identification
by: Julia Anna Leonardi, et al.
Published: (2025-08-01)

Geophysical and geotechnical characterization of Lower Sudhan Gali Landslide (LSGL), Bagh Azad Jammu & Kashmir
by: Haider Ali Rathore, et al.
Published: (2024-12-01)

Harnessing Geospatial Artificial Intelligence and Deep Learning for Landslide Inventory Mapping: Advances, Challenges, and Emerging Directions
by: Xiao Chen, et al.
Published: (2025-05-01)

Explainable Machine Learning for Mapping Rainfall-Induced Landslide Thresholds in Italy
by: Xiangyu Shao, et al.
Published: (2025-07-01)

Class Imbalance in the Automatic Interpretation of Remote Sensing Images: A Review
by: Pengdi Chen, et al.
Published: (2025-01-01)

Modeling of landslides susceptibility prediction using deep belief networks with optimized learning rate control
by: Qiang Liu, et al.
Published: (2024-01-01)

Susceptibility analysis of glacier debris flow by investigating glacier changes based on remote sensing imagery and deep learning: A case study
by: Shiying Yang, et al.
Published: (2024-12-01)

Landslide susceptibility mapping based on data mining models in Lesser Caucasus and Kura foreland basin (Armenia and Azerbaijan)
by: Israr Ullah, et al.
Published: (2025-07-01)

Potential seismic landslide hazard and engineering effect in the Ya’an-Linzhi section of the Sichuan-Tibet transportation corridor, China
by: Zhi-hua Yang, et al.
Published: (2023-04-01)