An ensemble of dynamic rainfall index and machine learning method for spatiotemporal landslide susceptibility modeling

Risk assessment of roadway networks exposed to landslides in mountainous regions—a case study in Fengjie County, China

(2023) Yanjie Zhang et al.   Landslides

Predicting spatio-temporal man-made slope failures induced by rainfall in Hong Kong using machine learning techniques

(2022) Te Xiao et al.   GEOTECHNIQUE

A frequency ratio–based sampling strategy for landslide susceptibility assessment

(2022) Lei-Lei Liu et al.   Bulletin of Engineering Geology and the Environment

Landslide Susceptibility Prediction Based on High-Trust Non-Landslide Point Selection

(2022) Yizhun Zhang et al.   ISPRS International Journal of Geo-Information

Geohazards and human settlements: Lessons learned from multiple relocation events in Badong, China – Engineering geologist's perspective

(2021) Wenping Gong et al.   ENGINEERING GEOLOGY

Spatiotemporal modelling of rainfall-induced landslides using machine learning

(2021) C. W. W. Ng et al.   Landslides

GIS-based landslide susceptibility mapping using hybrid MCDM models

(2021) Amin Salehpour Jam et al.   Natural Hazards

AI-powered landslide susceptibility assessment in Hong Kong

(2021) Haojie Wang et al.   ENGINEERING GEOLOGY

GIS-based landslide susceptibility mapping using ensemble methods for Fengjie County in the Three Gorges Reservoir Region, China

(2021) W. Gong et al.   International Journal of Environmental Science and Technology

Topography and geology effects on travel distances of natural terrain landslides: Evidence from a large multi-temporal landslide inventory in Hong Kong

(2021) L. Gao et al.   ENGINEERING GEOLOGY

Using satellite rainfall products to assess the triggering conditions for hydro-morphological processes in different geomorphological settings in China

(2021) Nan Wang et al.   International Journal of Applied Earth Observation and Geoinformation

Landslide susceptibility assessment in complex geological settings: sensitivity to geological information and insights on its parameterization

(2020) Samuele Segoni et al.   Landslides

Landslide Susceptibility Prediction Based on Remote Sensing Images and GIS: Comparisons of Supervised and Unsupervised Machine Learning Models

(2020) Zhilu Chang et al.   Remote Sensing

Integration of Remotely Sensed Soil Sealing Data in Landslide Susceptibility Mapping

(2020) Tania Luti et al.   Remote Sensing

Determination of Empirical Rainfall Thresholds for Shallow Landslides in Slovenia Using an Automatic Tool

(2020) Galena Jordanova et al.   Water

Assessment of landslide susceptibility mapping based on Bayesian hyperparameter optimization: A comparison between logistic regression and random forest

(2020) Deliang Sun et al.   ENGINEERING GEOLOGY

Landslide Susceptibility Mapping of Karakorum Highway Combined with the Application of SBAS-InSAR Technology

(2019) Fumeng Zhao et al.   SENSORS

The human cost of global warming: Deadly landslides and their triggers (1995–2014)

(2019) Ubydul Haque et al.   SCIENCE OF THE TOTAL ENVIRONMENT

GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method

(2018) Wei Chen et al.   CATENA

Review on landslide susceptibility mapping using support vector machines

(2018) Yu Huang et al.   CATENA

Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China

(2018) Chao Zhou et al.   COMPUTERS & GEOSCIENCES

Relationships between natural terrain landslide magnitudes and triggering rainfall based on a large landslide inventory in Hong Kong

(2017) L. Gao et al.   Landslides

Rainfall-based landslide susceptibility analysis for natural terrain in Hong Kong - A direct stock-taking approach

(2016) Florence W.Y. Ko et al.   ENGINEERING GEOLOGY

Rainfall thresholds for rainfall-induced landslides in Slovenia

(2016) Ascanio Rosi et al.   Landslides

Relationship between landslide size and rainfall conditions in Taiwan

(2016) Chi-Wen Chen et al.   Landslides

Landslide susceptibility mapping using rough sets and back-propagation neural networks in the Three Gorges, China

(2013) Xueling Wu et al.   Environmental Earth Sciences

Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression

(2013) Taskin Kavzoglu et al.   Landslides

A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: Sultan Mountains, SW Turkey

(2012) Adnan Ozdemir et al.   JOURNAL OF ASIAN EARTH SCIENCES

Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine

(2009) Işık Yilmaz   Environmental Earth Sciences

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY

Characteristics analysis for the flash flood-induced debris flows

(2008) Chen Chien-Yuan et al.   NATURAL HAZARDS