Landslide
View article: Unlocking Hyper-Resolution Dynamics: Multi-GNSS Aided UAV-LiDAR for Earth Surface Evolution
Unlocking Hyper-Resolution Dynamics: Multi-GNSS Aided UAV-LiDAR for Earth Surface Evolution Open
The Earth's surface is a dynamic interface, constantly evolving under the influence of natural processes and anthropogenic activities. Monitoring these changes with high spatial and temporal resolution is crucial for understanding geomorph…
View article: Unveiling Earth's Micro-Dynamics: Multi-Constellation GNSS and Drone LiDAR Fusion for Ultra-High Resolution Spatiotemporal Monitoring
Unveiling Earth's Micro-Dynamics: Multi-Constellation GNSS and Drone LiDAR Fusion for Ultra-High Resolution Spatiotemporal Monitoring Open
Monitoring Earth's subtle and pervasive micro-dynamics—ranging from slow-moving landslides and infrastructure deformation to subtle ground subsidence and glacial creep—is crucial for hazard mitigation, urban planning, and climate change re…
View article: The effects of snowmelt on loess landslides in Tian Shan, China
The effects of snowmelt on loess landslides in Tian Shan, China Open
View article: Automatic Detection of Mining Subsidence using InSAR and YOLOv11 Model
Automatic Detection of Mining Subsidence using InSAR and YOLOv11 Model Open
Underground coal mining will cause serious ground subsidence and affect the life and property safety of surrounding residents. Deep learning provides the possibility to process a large amount of data information, and can provide an effecti…
View article: Potential Shallow Landslides 1 September 2025 Val Fontanabuona, Ligury, Italy
Potential Shallow Landslides 1 September 2025 Val Fontanabuona, Ligury, Italy Open
The database comes from the use of the PANDA (Notti et al., 2024) method to map the potential shallow landslides (PL) occurred during the extreme rainfall event happened the night of the 1st September 2025 in a central sector of Val Fontan…
View article: D2FLS-Net: Dual-Stage DEM-guided Fusion Transformer for landslide segmentation
D2FLS-Net: Dual-Stage DEM-guided Fusion Transformer for landslide segmentation Open
Landslide segmentation from remote sensing imagery is crucial for rapid disaster assessment and risk mitigation. Owing to the pronounced heterogeneity of landslide scales and the subtle visual contrast between some landslide bodies and the…
View article: Integration of SBAS-InSAR and RFE-RF-XGBoost for Landslide Vulnerability Assessment: A Case Study in Zhaotong City, Yongshan County
Integration of SBAS-InSAR and RFE-RF-XGBoost for Landslide Vulnerability Assessment: A Case Study in Zhaotong City, Yongshan County Open
Yongshan County in northeastern Yunnan Province is a frequent geological hazard zone. Based on previous detailed geological hazard surveys, the county contains 455 landslide hazard sites, primarily distributed in the western and northern r…
View article: Conventional and Data-Driven Models for Landslide Susceptibility Prediction: A Comprehensive Review
Conventional and Data-Driven Models for Landslide Susceptibility Prediction: A Comprehensive Review Open
Landslide susceptibility mapping (LSM) is essential for hazard assessment and mitigation, where anthropogenic, climatic and geomorphic factors can intensify instability. This review synthesizes conventional approaches—including statistical…
View article: Multi-Model Projections of Current and Future Retrogressive Thaw Slump Susceptibility on the Qinghai-Tibet Plateau
Multi-Model Projections of Current and Future Retrogressive Thaw Slump Susceptibility on the Qinghai-Tibet Plateau Open
This dataset provides a comprehensive collection of retrogressive thaw slump (RTS) susceptibility maps for the Qinghai-Tibet Plateau. The data corresponds to the findings presented in the manuscript titled "Future thermokarst landslide sus…
View article: Severely disturbed forests in Central Europe retain robust recovery capacity but face resilience loss due to spatial homogenization
Severely disturbed forests in Central Europe retain robust recovery capacity but face resilience loss due to spatial homogenization Open
Context Following the hot and dry year of 2018, European forests underwent an unprecedented wave of disturbances. The subsequent recovery phase is indicative of ecosystem resilience and critical for long-term forest development; however, t…
View article: Enhancing Landslide Susceptibility Mapping Through a Hybrid Model Utilizing Bivariate Methods and Convolutional Neural Networks
Enhancing Landslide Susceptibility Mapping Through a Hybrid Model Utilizing Bivariate Methods and Convolutional Neural Networks Open
Landslides frequently result in human casualties and economic losses in mountainous regions, being particularly severely affected in the Himalayan areas. Mitigating hazards and risks serves as an effective means to the use of landslide sus…
View article: Coupled LEM–CZM Numerical Framework for Landslide Simulation and Its Application to Geotechnical Design
Coupled LEM–CZM Numerical Framework for Landslide Simulation and Its Application to Geotechnical Design Open
To realistically simulate the entire slip-surface process from crack initiation to run-out, we couple the simplified Bishop method (LEM) with zero-thickness cohesive elements (CZM): LEM first pinpoints the critical slip circle, then CZM tr…
View article: Atmospheric warming drives shallow rock slope instability via irreversible joint opening
Atmospheric warming drives shallow rock slope instability via irreversible joint opening Open
Rock slopes are exposed to atmospheric temperature fluctuations, which affect the evolution of stresses and strains across various timescales. Climate change is modifying the thermal regime of rock masses, potentially accelerating processe…
View article: From cyclic degradation to risk mitigation: A deep learning framework for lifecycle reliability management of reservoir landslides
From cyclic degradation to risk mitigation: A deep learning framework for lifecycle reliability management of reservoir landslides Open
View article: Unveiling the role of seepage forces in the acceleration of landslides creep
Unveiling the role of seepage forces in the acceleration of landslides creep Open
In the context of global climate change, geological materials are increasingly destabilized by water flow and infiltration. We study the creeping dynamics of a densely monitored landslide in Western Norway to decipher the role of fluid flo…
View article: Hillslope hydrological monitoring data in Puerto Rico, October 2021 to September 2025
Hillslope hydrological monitoring data in Puerto Rico, October 2021 to September 2025 Open
This data release includes time-series data from 18 monitoring stations installed in Puerto Rico following Hurricane María in 2017, which led to over 70,000 landslides across the island (Hughes and others, 2017). The first two stations wer…
View article: Exploring the Capability of Earth Observation Data and a New ‘4S’ Framework for Disaster Risk Reduction: An Experience from July 2022 Flash Floods in Amarnath Valley, India
Exploring the Capability of Earth Observation Data and a New ‘4S’ Framework for Disaster Risk Reduction: An Experience from July 2022 Flash Floods in Amarnath Valley, India Open
The holy cave shrine of Amarnath is thronged annually by over three lakh devotees. However, the cryogenic-sensitive region is increasingly becoming vulnerable to anomalies in precipitation events and rising anthropogenic footprints. On the…
View article: Multiple trajectories of land-cover change: influence of disturbance severity over four decades after the eruption of Mount St. Helens
Multiple trajectories of land-cover change: influence of disturbance severity over four decades after the eruption of Mount St. Helens Open
Context To understand land-cover change, it is necessary to monitor landscapes over long temporal extents. The 1980 eruption of Mount St. Helens (MSH) provides an opportunity to analyze vegetation recovery trajectories over four decades af…
View article: Review of the manuscript "The Dual-Edged Role of Vegetation in Evaluating Landslide Susceptibility: Evidence from Watershed-Scale and Site-Specific Analyses"
Review of the manuscript "The Dual-Edged Role of Vegetation in Evaluating Landslide Susceptibility: Evidence from Watershed-Scale and Site-Specific Analyses" Open
View article: Roadway vulnerability to post-wildfire debris flows in Arizona: a current and future assessment
Roadway vulnerability to post-wildfire debris flows in Arizona: a current and future assessment Open
Wildfires are a growing threat to roadway infrastructure. While causing minimal direct damage, wildfires cause substantial indirect damage, including through post-fire debris flows (PFDFs), which occur when moderate intensity rainfall occu…
View article: Decoupling urban and non-urban landslides for susceptibility mapping in transitional landscapes: a case study from Southwestern Constantine, Algeria
Decoupling urban and non-urban landslides for susceptibility mapping in transitional landscapes: a case study from Southwestern Constantine, Algeria Open
This study develops a framework for decoupling and investigating urban and non-urban landslide mechanisms, focusing on Constantine, Algeria, a city with complex topography and high landslide susceptibility. The region presents a heterogene…
View article: Empirical prediction of mudflow discharges and flood-forming processes: the experience of Georgia
Empirical prediction of mudflow discharges and flood-forming processes: the experience of Georgia Open
This study focuses primarily on empirical modeling and prediction of mudflow discharges, while floods are considered as hydrological precursors driving debris flow formation, with an emphasis on the Georgian experience. The study covers th…
View article: Assessment of Forest Road Networks for Landslide Susceptibility
Assessment of Forest Road Networks for Landslide Susceptibility Open
Landslides, which usually occur in mountainous and hilly areas, occur as a result of the soil or rock material forming a slope moving down under the influence of gravity. Forested areas, mostly in mountainous regions, are susceptible to la…
View article: The multi-decadal hazard cascade of a tropical mountain wildfire
The multi-decadal hazard cascade of a tropical mountain wildfire Open
Climate change is driving wildfires to higher elevations, yet the hazard cascades that follow the burning of pristine tropical mountain ecosystems remain largely unexplored. Here, we analyse the long-term cascade following a February 2012 …
View article: The evaluation of landslide comprehensive susceptibility based on stacking ensemble learning fusion model and SBAS-InSAR: a case study in lexi highway
The evaluation of landslide comprehensive susceptibility based on stacking ensemble learning fusion model and SBAS-InSAR: a case study in lexi highway Open
Introduction Frequent landslides along the Lexi highway have significantly hindered the construction and operation of engineering projects, impeding regional development. This study aims to clarify the distribution patterns and regional ri…
View article: Development of a Shallow Geomap Information System for Landslide Susceptibility Prediction Using Multi-Sensor Environmental Data in a 5 km² Area
Development of a Shallow Geomap Information System for Landslide Susceptibility Prediction Using Multi-Sensor Environmental Data in a 5 km² Area Open
This study proposes a low-cost shallow geomapping information system designed to identify potential landslide hazards within a 5 km² area. The framework integrates environmental sensor data—including soil temperature, topsoil moisture, win…
View article: Mitigasi Dampak Psikologis Akibat Bencana Tanah Longsor di Kelurahan Oebufu
Mitigasi Dampak Psikologis Akibat Bencana Tanah Longsor di Kelurahan Oebufu Open
The landslide disaster in Amanuban Village, Oebufu, caused huge losses, including loss of land, shelter and infrastructure damage. This research uses a case study approach that aims to identify and describe disaster mitigation carried out …
View article: Landslide Susceptibility Assessment based on GIS Technology
Landslide Susceptibility Assessment based on GIS Technology Open
Landslides, as a typical geological hazard, pose a serious threat to the safety of people's lives and property in China. Conducting geological hazard susceptibility assessments plays a crucial role in formulating scientific disaster preven…
View article: Simulation for Inundation Area of Debris Flow Triggered by Landslide Using a 2D Numerical Model
Simulation for Inundation Area of Debris Flow Triggered by Landslide Using a 2D Numerical Model Open
A debris flow can be triggered by landslide after intense rainfall in mountainous areas. It represents a serious hazard to society. It’s meaningful to assess the flow properties and the potential affected area of a debris flow. This paper …
View article: Southeast Indiana Landslides—State Park Maps
Southeast Indiana Landslides—State Park Maps Open
Southeast Indiana’s landslide inventory has been historically limited, with few detailed records beyond those associated with transportation infrastructure. This study addressed the lack of documentation for landslides on naturally graded …