–
Probabilistic capacity models and fragility estimates for reinforced concrete columns based on experimental observations
–
Journal of Engineering Mechanics –
2002
Others
Shared Publications
This page curates significant research across the spectrum of landslide and geohazard science, spanning concepts and mechanisms, susceptibility, hazard and risk modelling, exposure and vulnerability, detection and monitoring, early warning, mitigation, and resilience.
–
Probabilistic seismic demand models and fragility estimates for RC bridges
–
Journal of Earthquake Engineering –
2003
Others
–
Resilience analysis: A mathematical formulation to model resilience of engineering systems
–
Sustainable and Resilient Infrastructure –
2018
Resilience
–
Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges
–
Reliability Engineering & System Safety –
2023
Review
–
A review and assessment of importance sampling methods for reliability analysis
–
Structural Safety –
2022
Review
–
A physics-informed data-driven model for landslide susceptibility assessment in the Three Gorges Reservoir area
–
Geoscience Frontiers –
2023
Susceptibility assessment (Hybrid Models)
–
Physics-informed optimization for a data-driven approach in landslide susceptibility evaluation
–
Journal of Rock Mechanics and Geotechnical Engineering –
2024
Susceptibility assessment (Hybrid Models)
–
Application of deep learning algorithms in geotechnical engineering: a short critical review
–
Artificial Intelligence Review –
2021
Review
–
Analysis of the runout distance and impact force of an actual landslide considering the effect of single rigid barrier using an SPH approach
–
Acta Geotechnica –
2025
Hazard modelling
–
A QGIS framework for physically-based probabilistic modelling of landslide susceptibility: QGIS-FORM
–
Environmental Modelling & Software –
2025
Susceptibility assessment (Physical Models)
–
A hybrid data-driven approach for rainfall-induced landslide susceptibility mapping: Physically-based probabilistic model with convolutional neural network
–
Journal of Rock Mechanics and Geotechnical Engineering –
2025
Susceptibility assessment (Hybrid Models)
–
Fast physically-based probabilistic modelling of rainfall-induced shallow landslide susceptibility at the regional scale considering geotechnical uncertainties and different hydrological conditions
–
Computers and Geotechnics –
2024
Susceptibility assessment (Physical Models)
–
Probabilistic and physically-based modelling of rainfall-induced landslide susceptibility using integrated GIS-FORM algorithm
–
Landslides –
2024
Susceptibility assessment (Physical Models)
–
A GIS-based tool for probabilistic physical modelling and prediction of landslides: GIS-FORM landslide susceptibility analysis in seismic areas
–
Landslides –
2022
Susceptibility assessment (Physical Models)
–
Causal spatially heterogeneous Bayesian networks with GPs and normalizing flows for seismic multi-hazard estimation
–
npj Natural Hazards –
2025
Hazard modelling
–
Scalable variational learning for noisy-OR Bayesian networks with normalizing flows for complex cascading disaster systems
–
npj Natural Hazards –
2025
Hazard modelling
–
Rapid building damage estimates from the M7.8 Turkey earthquake sequence via causality-informed Bayesian inference from satellite imagery
–
Earthquake Spectra –
2025
Vulnerability
–
Intelligent assessment of building damage of 2023 Turkey-Syria earthquake by multiple remote sensing approaches
–
npj Natural Hazards –
2024
Landslide detection
–
Seismic multi-hazard and impact estimation via causal inference from satellite imagery
–
Nature Communications –
2022
Hazard modelling
–
Pan-European Landslide Risk Assessment: From Theory to Practice
–
Reviews of Geophysics –
2025
Dataset
–
Artificial intelligence for natural hazards risk analysis: Potential, challenges, and research needs
–
Risk Analysis –
2020
Risk assessment
–
Hard-adaptive measures can increase vulnerability to storm surge and tsunami hazards over time
–
Nature Sustainability –
2018
Vulnerability
–
Shaking table modeling of seismically induced deformations in slopes
–
Journal of Geotechnical and Geoenvironmental Engineering –
2005
Concepts mechanisms
–
Landslides in Eastern Honshu Induced by the 2011 Tohoku Earthquake
–
Bulletin of the Seismological Society of America –
2013
Concepts mechanisms
–
Uncertainty in seismic slope deformation model predictions
–
Engineering Geology –
2011
Early warning
–
Multimodal method for coseismic landslide hazard assessment
–
Engineering Geology –
2016
Hazard modelling
–
Whose uncertainty assessments (probability distributions) does a risk assessment report: the analysts' or the experts'?
–
Reliability Engineering & System Safety –
2011
Others
–
Natural disaster risk analysis for critical infrastructure systems: An approach based on statistical learning theory
–
Reliability Engineering & System Safety –
2009
Others
–
Risk assessment under deep uncertainty: A methodological comparison
–
Reliability Engineering & System Safety –
2017
Others
–
Landslide susceptibility mapping using physics-guided machine learning: a case study of a debris flow event in Colorado Front Range
–
Acta Geotechnica –
2024
Susceptibility assessment (Hybrid Models)
–
On the importance of landslide management: Insights from a 32-year database of landslide consequences and rainfall in Hong Kong
–
Engineering Geology –
2022
Landslide mitigation
–
Improving pixel-based regional landslide susceptibility mapping
–
Geoscience Frontiers –
2024
Susceptibility assessment (Hybrid Models)
–
Comparison of hybrid data-driven and physical models for landslide susceptibility mapping at regional scales
–
Acta Geotechnica –
2023
Susceptibility assessment (Hybrid Models)
–
Overcoming the data limitations in landslide susceptibility modeling
–
Science Advances –
2025
Susceptibility assessment (Physical Models)
–
Previously hidden landslide processes revealed using distributed acoustic sensing with nanostrain-rate sensitivity
–
Nature Communications –
2024
Landslide detection
–
Stability analysis of rainfall-induced slope failure: a review
–
Proceedings of the Institution of Civil Engineers - Geotechnical Engineering –
2011
Concepts mechanisms
Review
–
Rainfall-induced slope failure considering variability of soil properties
–
Géotechnique –
2005
Concepts mechanisms
–
Modeling the unsaturated soil zone in slope stability analysis
–
Canadian Geotechnical Journal –
2014
Concepts mechanisms
–
Landslide detection, monitoring and prediction with remote-sensing techniques
–
Nature Reviews Earth & Environment –
2023
Landslide detection
Review
–
Review article: Deep Learning for Potential Landslide Identification: Data, Models, Applications, Challenges, and Opportunities
–
EGUsphere –
2025
Landslide detection
Review
–
Review of landslide inventories for Nepal between 2010 and 2021 reveals data gaps in global landslide hotspot
–
Natural Hazards –
2025
Review
–
Review on the artificial intelligence-based methods in landslide detection and susceptibility assessment: Current progress and future directions
–
Intelligent Geoengineering –
2024
Landslide detection
Susceptibility assessment
Review
–
Remote sensing for landslide investigations: A progress report from China
–
Engineering Geology –
2023
Landslide detection
Review
–
Landslide detection using deep learning and object-based image analysis
–
Landslides –
2022
Landslide detection
–
Enabling 3D landslide event statistics using satellite and UAV-enabled topographic differencing
–
Landslides –
2024
Landslide detection
–
Cascading land surface hazards as a nexus in the Earth system
–
Science –
2025
Concepts mechanisms
–
Object-Based Analysis Using Unmanned Aerial Vehicles (UAVs) for Site-Specific Landslide Assessment
–
Remote Sensing –
2020
Landslide detection
–
G-DIF: A geospatial data integration framework to rapidly estimate post-earthquake damage
–
Earthquake Spectra –
2020
Others
–
Revealing Hidden Deformation Patterns in Shallow Creeping Landslides: A Data-Driven InSAR Phase Filtering Method Addressing Geometric Distortions
–
IEEE Transactions on Geoscience and Remote Sensing –
2025
Landslide detection
–
MUSEnet: High Temporal-Frequency Estimation of Landslide Deformation Field Through Joint InSAR and Hydrological Observations Using Deep Learning
–
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing –
2024
Landslide detection
–
A physics-based machine learning-informed model for predicting regional earthquake-induced landslides
–
Engineering Geology –
2026
Susceptibility assessment (Hybrid Models)
–
A dataset and review of empirical estimation relationships for landslide runout distances
–
Earth-Science Reviews –
2025
Others
Review
–
Applications of UAV in landslide research: a review
–
Landslides –
2025
Landslide detection
Review
–
Morphological analysis and features of the landslide dams in the Cordillera Blanca, Peru
–
Landslides –
2018
Concepts mechanisms
–
Cross-domain landslide mapping from large-scale remote sensing images using prototype-guided domain-aware progressive representation learning
–
ISPRS Journal of Photogrammetry and Remote Sensing –
2023
Landslide detection
–
Predicting spatio-temporal man-made slope failures induced by rainfall in Hong Kong using machine learning techniques
–
Géotechnique –
2023
Susceptibility assessment (Data-Driven Models)
–
Landslide mapping using object-based image analysis and open source tools
–
Engineering Geology –
2021
Landslide detection
–
Landslide response to climate change in permafrost regions
–
Geomorphology –
2019
Concepts mechanisms
–
Landslide initiation thresholds in data-sparse regions: application to landslide early warning criteria in Sitka, Alaska, USA
–
Natural Hazards and Earth System Sciences –
2023
Early warning
–
Use of Very High-Resolution Optical Data for Landslide Mapping and Susceptibility Analysis along the Karnali Highway, Nepal
–
Remote Sensing –
2019
Susceptibility assessment
–
Evaluation of gridded precipitation datasets over international basins and large lakes
–
Journal of Hydrology –
2022
Others
–
Landslide inventory maps: New tools for an old problem
–
Earth-Science Reviews –
2012
Landslide detection
–
Landslide failures detection and mapping using Synthetic Aperture Radar: Past, present and future
–
Earth-Science Reviews –
2021
Landslide detection
Review
–
Object-oriented mapping of landslides using Random Forests
–
Remote Sensing of Environment –
2011
Landslide detection
–
Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images
–
Remote Sensing of Environment –
2011
Landslide detection
–
Generating landslide density heatmaps for rapid detection using open-access satellite radar data in Google Earth Engine
–
Natural Hazards and Earth System Sciences –
2022
Landslide detection
–
Recommendations for the quantitative analysis of landslide risk
–
Bulletin of Engineering Geology and the Environment –
2014
Risk assessment
–
Guidelines for landslide susceptibility, hazard and risk zoning for land use planning
–
Engineering Geology –
2008
Risk assessment
Review
–
Towards an empirical vulnerability function for use in debris flow risk assessment
–
Natural Hazards and Earth System Sciences –
2007
Vulnerability
–
A conceptual framework for quantitative estimation of physical vulnerability to landslides
–
Engineering Geology –
2008
Vulnerability
–
Landslide mapping with multi-scale object-based image analysis – a case study in the Baichi watershed, Taiwan
–
Natural Hazards and Earth System Sciences –
2011
Landslide detection
–
Deep learning can predict global earthquake-triggered landslides
–
National Science Review –
2025
Landslide detection
–
Projections of global road risk exposed to landslides under climate change
–
Communications Earth & Environment –
2025
Exposure
–
Forested landslide detection using LiDAR data and the random forest algorithm: A case study of the Three Gorges, China
–
Remote Sensing of Environment –
2014
Landslide detection
–
Vulnerability of buildings to landslides: The state of the art and future needs
–
Earth-Science Reviews –
2023
Vulnerability
Review
–
Landslide damage incurred to buildings: A case study of Shenzhen landslide
–
Engineering Geology –
2018
Vulnerability
–
Automatic identification of active landslides over wide areas from time-series InSAR measurements using Faster RCNN
–
International Journal of Applied Earth Observation and Geoinformation –
2023
Landslide detection
–
A simulation-enabled slope digital twin for real-time assessment of rain-induced landslides
–
Engineering Geology –
2025
Risk assessment
–
Slope-specific rainfall thresholds for regional landslide early warning systems
–
Engineering Geology –
2025
Hazard modelling
–
Brief communication: Threshold and probability. The conceptual difference between ID thresholds for landslide initiation and IDF curves
–
Natural Hazards and Earth System Sciences –
2025
Concepts mechanisms
–
Automatic identification of continuous or non-continuous evolution of landslides and quantification of deformations
–
Landslides –
2021
Landslide detection
–
Physical vulnerability assessment of damaged buildings to the Shenzhen catastrophic CSW landslide
–
Landslides –
2024
Vulnerability
–
Probabilistic framework to evaluate scenario-based building vulnerability under landslide run-out impacts
–
Engineering Geology –
2023
Vulnerability
–
Implications of landslide runout modeling for vulnerability assessment: Benchmarking from a case study in the andean region
–
International Journal of Disaster Risk Reduction –
2025
Vulnerability
–
Physics-based and data-driven long-term evolution of a landslide: From inversion to prediction
–
Engineering Geology –
2025
Hazard modelling
–
Sentinel-1 SAR-based globally distributed co-seismic landslide detection by deep neural networks
–
Geoscientific Model Development –
2026
Landslide detection
–
Landslide detection from an open satellite imagery and digital elevation model dataset using attention boosted convolutional neural networks
–
Landslides –
2020
Landslide detection
–
A dual-encoder U-Net for landslide detection using Sentinel-2 and DEM data
–
Landslides –
2023
Landslide detection
–
Mamba for Landslide Detection: A Lightweight Model for Mapping Landslides With Very High-Resolution Images
–
IEEE Transactions on Geoscience and Remote Sensing –
2025
Landslide detection
–
TLSTMF-YOLO: Transfer Learning and Feature Fusion Network for Earthquake-Induced Landslide Detection in Remote Sensing Images
–
IEEE Transactions on Geoscience and Remote Sensing –
2025
Landslide detection
–
Physics-Informed Deep Learning for Revealing the Evolutionary Characteristics of Landslides Induced by Rainfall Process
–
Geophysical Research Letters –
2025
Hazard modelling
–
An operational IoT-based slope stability forecast using a digital twin
–
Environmental Modelling & Software –
2025
Early warning
–
Presenting logistic regression-based landslide susceptibility results
–
Engineering Geology –
2018
Susceptibility assessment (Statistical Models)
–
Landslide size matters: A new data-driven, spatial prototype
–
Engineering Geology –
2021
Hazard modelling
–
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
–
Remote Sensing –
2019
Landslide detection
–
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery
–
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing –
2022
Landslide detection
–
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection
–
IEEE Transactions on Geoscience and Remote Sensing –
2022
Landslide detection
–
A comprehensive transferability evaluation of U-Net and ResU-Net for landslide detection from Sentinel-2 data (case study areas from Taiwan, China, and Japan)
–
Scientific Reports –
2021
Landslide detection
–
UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks
–
Remote Sensing –
2019
Landslide detection
–
Rapid mapping of landslides in the Western Ghats (India) triggered by 2018 extreme monsoon rainfall using a deep learning approach
–
Landslides –
2021
Landslide detection
–
A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping
–
Natural Hazards –
2018
Susceptibility assessment (Data-Driven Models)
–
Statistical landslide susceptibility assessment using Bayesian logistic regression and Markov Chain Monte Carlo (MCMC) simulation with consideration of model class selection
–
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards –
2024
Susceptibility assessment (Statistical Models)
–
Probabilistic evaluation of loess landslide impact using multivariate model
–
Landslides –
2021
Hazard modelling
–
Detecting subtle nonlinear changes in slow-moving landslides with a hybrid InSAR change point detection framework: Methodological assessment and validation
–
International Journal of Applied Earth Observation and Geoinformation –
2025
Early warning
–
A globally distributed dataset of coseismic landslide mapping via multi-source high-resolution remote sensing images
–
Earth System Science Data –
2024
Early warning
–
A Graph Neural Network Landslide Susceptibility Mapping Method Constrained by Geographical Environment Consistency
–
InSAR and Deep Learning in Landslides Research –
2025
Early warning
–
Combination of Rainfall Thresholds and Susceptibility Maps for Dynamic Landslide Hazard Assessment at Regional Scale
–
Frontiers in Earth Science –
2018
Early warning
–
Critical threshold mining of landslide deformation and intelligent early-warning methods based on multi-factor fusion
–
Bulletin of Engineering Geology and the Environment –
2024
Early warning
–
Landslide Displacement Prediction via Attentive Graph Neural Network
–
Remote Sensing –
2022
Early warning
–
Brief communication 'Landslide Early Warning System: toolbox and general concepts'
–
Natural Hazards and Earth System Sciences –
2013
Concepts mechanisms
–
Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection
–
IEEE Access –
2024
Landslide detection
–
Comprehensive review of remote sensing integration with deep learning in landslide forecasting and future directions
–
Natural Hazards –
2025
Landslide detection
Review
–
Applications and Advancements of Spaceborne InSAR in Landslide Monitoring and Susceptibility Mapping: A Systematic Review
–
Remote Sensing –
2025
Landslide detection
Review
–
Change detection of slow-moving landslide with multi-source SBAS-InSAR and Light-U2Net
–
International Journal of Applied Earth Observation and Geoinformation –
2025
Landslide detection
–
A review of statistically-based landslide susceptibility models
–
Earth-Science Reviews –
2018
Susceptibility assessment
Review
–
An integrated framework for wide-area active landslide detection with InSAR observations and SAR pixel offsets
–
Landslides –
2022
Landslide detection
–
LAND-SUITE V1.0: a suite of tools for statistically based landslide susceptibility zonation
–
Geoscientific Model Development –
2022
Susceptibility assessment
–
A new method to detect changes in displacement rates of slow-moving landslides using InSAR time series
–
Landslides –
2022
Landslide detection
–
Automatic identification of active landslides over wide areas from time-series InSAR measurements using Faster RCNN
–
International Journal of Applied Earth Observation and Geoinformation –
2023
Landslide detection
–
Life and death of slow-moving landslides
–
Nature Reviews Earth & Environment –
2020
Concepts mechanisms
–
Monitoring strategies for local landslide early warning systems
–
Landslides –
2018
Early warning
Review
–
A review of the recent literature on rainfall thresholds for landslide occurrence
–
Landslides –
2018
Early warning
Review
–
Landslide predictions through combined rainfall threshold models
–
Landslides –
2024
Early warning
–
Forecasting the time of failure of landslides at slope-scale: A literature review
–
Earth-Science Reviews –
2019
Early warning
Review
–
A new early warning criterion for landslides movement assessment: Deformation Standardized Anomaly Index
–
Bulletin of Engineering Geology and the Environment –
2024
Early warning
–
Understanding slow-moving landslide triggering processes using low-cost passive seismic and inclinometer monitoring
–
Journal of Applied Geophysics –
2023
Early warning
–
A reliability evaluation of four landslide failure forecasting methods in real-time monitoring applications
–
Landslides –
2024
Early warning
–
A three-level framework for multi-risk assessment
–
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards –
2015
Risk assessment
–
Time series analysis and long short-term memory neural network to predict landslide displacement
–
Landslides –
2019
Early warning
–
Machine learning and landslide studies: Recent advances and applications
–
Natural Hazards –
2022
Review
–
Modelling of shallow landslides with machine learning algorithms
–
Geoscience Frontiers –
2021
Susceptibility assessment (Machine Learning)
–
Spatiotemporal modelling of rainfall-induced landslides using machine learning
–
Landslides –
2021
Hazard modelling
–
Investigation of impact of submarine landslide on pipelines with large deformation analysis considering spatially varied soil
–
Ocean Engineering –
2020
Risk assessment
–
Satellite imaging reveals increased proportion of population exposed to floods
–
Nature –
2021
Others
–
A Novel Framework for Spatiotemporal Susceptibility Prediction of Rainfall-Induced Landslides: A Case Study in Western Pennsylvania
–
Remote Sensing –
2024
Susceptibility assessment (Hybrid Models)
–
Applying knowledge-guided machine learning to slope stability prediction
–
Journal of Geotechnical and Geoenvironmental Engineering –
2023
Susceptibility assessment (Hybrid Models)
–
Hazard assessment framework for statistical analysis of cut slopes using track inspection videos and geospatial information
–
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards –
2023
Susceptibility assessment
–
Constructing a large-scale landslide database across heterogeneous environments using task-specific model updates
–
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing –
2022
Landslide detection
–
Langevin importance sampling for reliability analysis
–
Reliability Engineering & System Safety –
2026
Others
–
Data-driven global sensitivity analysis for group of random variables through knowledge-enhanced machine learning with normalizing flows
–
Reliability Engineering & System Safety –
2025
Others
–
Extended sample-based approach for efficient sensitivity analysis of group of random variables
–
Reliability Engineering & System Safety –
2023
Others
–
Remote Sensing of Landslides—A Review
–
Remote Sensing –
2018
Landslide detection (Remote Sensing)
Review
–
Integration of Sentinel-1 and ALOS/PALSAR-2 SAR datasets for mapping active landslides along the Jinsha River corridor, China
–
Engineering Geology –
2021
Landslide detection (Remote Sensing)
–
Combining InSAR and GPS to determine transient movement and thickness of a seasonally active low-gradient translational landslide
–
Geophysical Research Letters –
2018
Landslide detection (Remote Sensing)
–
Kinematics of irrigation-induced landslides in a Washington Desert: impacts of basal geometry
–
Journal of Geophysical Research: Earth Surface –
2022
Concepts mechanisms
–
Deformation mechanism-assisted deep learning architecture for predicting step-like displacement of reservoir landslide
–
International Journal of Applied Earth Observation and Geoinformation –
2024
Early warning (Machine Learning)
–
Characterization of landslide displacements in an active fault zone in Northwest China
–
Earth Surface Processes and Landforms –
2023
Landslide detection (Remote Sensing)
–
Enhanced dynamic landslide hazard mapping using MT-InSAR method in the Three Gorges Reservoir Area
–
Landslides –
2022
Hazard modelling
–
Enhanced kinematic inversion of 3-D displacements, geometry, and hydraulic properties of a North-South slow-moving landslide in three gorges reservoir
–
Journal of Geophysical Research: Solid Earth –
2023
Landslide detection (Remote Sensing)
–
Co-seismic landslides and a massive lateral spread of the 2023 Jishishan earthquake in China characterized by intelligent remote sensing analysis
–
Journal of Geophysical Research: Earth Surface –
2025
Susceptibility assessment (Data-Driven Models)
–
Unified Global Landslide Catalogue (UGLC): A single, standardised global-scale landslide dataset
–
Earth System Science Data Discussions –
2025
Dataset
–
A Global High-Resolution Precipitation Climate Record: PERSIANN-CCS-CDR Version 2.0
–
Scientific Data –
2026
Others
–
Quantitative evaluation of surface roughness for granular materials using Gaussian filter method
–
Powder Technology –
2021
Others
–
Exploring the micro-to-macro response of granular soils with real particle shapes by way of μCT-aided DEM analyses
–
Géotechnique –
2025
Others
–
Role of the particle size and shape dispersion on stress transmission and strain energy storage
–
Géotechnique Letters –
2025
Others
–
X-Ray Microtomography Measurements of Coevolving Particle Size and Shape
–
Journal of Geotechnical and Geoenvironmental Engineering –
2025
Others
–
Automatic delineation of geomorphological slope units with r.slopeunits v1.0 and their optimization for landslide susceptibility modeling
–
Geoscientific Model Development –
2016
Susceptibility assessment
–
Parallelization of the TRIGRS model for rainfall-induced landslides using the message passing interface
–
Environmental Modelling & Software –
2016
Susceptibility assessment (Physical Models)
–
Optimizing landslide susceptibility zonation: Effects of DEM spatial resolution and slope unit delineation on logistic regression models
–
Geomorphology –
2018
Susceptibility assessment (Data-Driven Models)
–
Scaling properties of rainfall induced landslides predicted by a physically based model
–
Geomorphology –
2014
Susceptibility assessment (Physical Models)
–
Parameter-free delineation of slope units and terrain subdivision of Italy
–
Geomorphology –
2020
Susceptibility assessment
–
Three-dimensional, time-dependent modeling of rainfall-induced landslides over a digital landscape: a case study
–
Landslides –
2018
Susceptibility assessment (Physical Models)
–
Landslide susceptibility maps of Italy: Lesson learnt from dealing with multiple landslide types and the uneven spatial distribution of the national inventory
–
Earth-Science Reviews –
2022
Susceptibility assessment
–
Regional susceptibility assessments with heterogeneous landslide information: Slope unit- vs. pixel-based approach
–
Geomorphology –
2020
Susceptibility assessment
–
Rockfall susceptibility and network-ranked susceptibility along the Italian railway
–
Engineering Geology –
2021
Susceptibility assessment
–
Preparing first-time slope failures hazard maps: from pixel-based to slope unit-based
–
Landslides –
2020
Susceptibility assessment
–
Constraining landslide frequency across the United States to inform county-level risk reduction
–
Natural Hazards and Earth System Sciences –
2025
Risk assessment
Hazard modelling
–
Invited perspectives: Integrating hydrologic information into the next generation of landslide early warning systems
–
Natural Hazards and Earth System Sciences –
2025
Early warning
Review
–
Slope Unit Maker (SUMak): an efficient and parameter-free algorithm for delineating slope units to improve landslide modeling
–
Natural Hazards and Earth System Sciences –
2024
Susceptibility assessment (Others)
–
Mapping landslide susceptibility over large regions with limited data
–
Journal of Geophysical Research: Earth Surface –
2023
Susceptibility assessment (Data-Driven Models)
–
Landslides across the USA: occurrence, susceptibility, and data limitations
–
Landslides –
2020
Landslide detection
Dataset
–
Hydrologic impacts of landslide disturbances: implications for remobilization and hazard persistence
–
Water Resources Research –
2017
Concepts mechanisms
Early warning
–
The future of landslides' past - a framework for assessing consecutive landsliding systems
–
Landslides –
2020
Concepts mechanisms
Review
–
Deep learning as a tool to forecast hydrologic response for landslide-prone hillslopes
–
Geophysical Research Letters –
2020
Early warning
Hazard modelling
–
Variability in soil-water retention properties and implications for physics-based simulation of landslide early warning criteria
–
Landslides –
2018
Early warning
Hazard modelling
–
Hillslopes in humid-tropical climates aren't always wet: Implications for hydrologic response and landslide initiation in Puerto Rico
–
Hydrological Processes –
2020
Early warning
Hazard modelling
–
Evaluation of techniques for mitigating snowmelt infiltration-induced landsliding in a highway embankment
–
Engineering Geology –
2021
Landslide mitigation
Hazard modelling
–
Constraining mean landslide occurrence rates for non-temporal landslide inventories using high-resolution elevation data
–
Journal of Geophysical Research: Earth Surface –
2024
Hazard modelling
Susceptibility assessment
–
RegionGrow3D: A deterministic analysis for characterizing discrete three-dimensional landslide source areas on a regional scale
–
Journal of Geophysical Research: Earth Surface –
2024
Hazard modelling
Susceptibility assessment
–
The influence of postfire root strength decay on shallow landslide susceptibility in western Oregon
–
Landslides –
2026
Susceptibility assessment (Physical Models)
Concepts mechanisms
–
Relationships between natural terrain landslide magnitudes and triggering rainfall based on a large landslide inventory in Hong Kong
–
Landslides –
2018
Hazard modelling
Early warning
–
Presenting regional shallow landslide movement on three-dimensional digital terrain
–
Engineering Geology –
2015
Hazard modelling
–
Topography and geology effects on travel distances of natural terrain landslides: evidence from a large multi-temporal landslide inventory in Hong Kong
–
Engineering Geology –
2021
Hazard modelling
–
Characterizing the spatial variations and correlations of large rainstorms for landslide study
–
Hydrology and Earth System Sciences –
2017
Hazard modelling
Early warning
–
A style-Pix2Pix GAN framework for data augmentation in landslide semantic segmentation
–
Landslides –
2026
Landslide detection
–
Two-dimensional simulation of debris flow impact pressures on buildings
–
Engineering Geology –
2017
Hazard modelling
Vulnerability
–
Landslide susceptibility mapping using hybrid random forest with GeoDetector and RFE for factor optimization
–
Geoscience Frontiers –
2021
Susceptibility assessment (Data-Driven Models)
–
Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method
–
Acta Geotechnica –
2020
Risk assessment
–
Future of machine learning in geotechnics
–
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards –
2023
Review
–
Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks
–
Acta Geotechnica –
2022
Early warning
–
Earthquake-Induced Chains of Geologic Hazards: Patterns, Mechanisms, and Impacts
–
Reviews of Geophysics –
2019
Concepts mechanisms
Hazard modelling
Review
–
Spatial distribution of landslides triggered by the 2008 Ms 8.0 Wenchuan earthquake, China
–
Journal of Asian Earth Sciences –
2011
Landslide detection
Susceptibility assessment
–
Three (nearly) complete inventories of landslides triggered by the May 12, 2008 Wenchuan Mw 7.9 earthquake of China and their spatial distribution statistical analysis
–
Landslides –
2014
Dataset
Landslide detection
–
GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China
–
Geomorphology –
2012
Susceptibility assessment (Data-Driven Models)
–
Comparison of different models for susceptibility mapping of earthquake triggered landslides related with the 2008 Wenchuan earthquake in China
–
Computers & Geosciences –
2012
Susceptibility assessment (Data-Driven Models)
–
Database and spatial distribution of landslides triggered by the Lushan, China Mw 6.6 earthquake of 20 April 2013
–
Geomorphology –
2015
Dataset
Landslide detection
–
Over 100,000 landslides triggered by typhoon-induced rainfall in North China in July 2023
–
Landslides –
2026
Dataset
Landslide detection
–
Tectonic fracturing and clay enrichment in basalt slip zones: A key factor of 2019 Shuicheng landslide in southwest China
–
Engineering Geology –
2025
Concepts mechanisms
Susceptibility assessment
–
Database development and geometric characterization of the shallow landslides triggered bythe 16 June 2024 extreme rainfall event in Meizhou, Guangdong (China)
–
Landslides –
2025
Dataset
Landslide detection
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