Spatial prediction of rotational landslide using geographically weighted regression, logistic regression, and support vector machine models in Xing Guo area (China)

A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China)

(2017) Haoyuan Hong et al.   Environmental Earth Sciences

Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques

(2017) Wei Chen et al.   GEODERMA

A hybrid fuzzy weight of evidence method in landslide susceptibility analysis on the Wuyuan area, China

(2017) Haoyuan Hong et al.   GEOMORPHOLOGY

Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques

(2017) Wei Chen et al.   GEOMORPHOLOGY

Susceptibility zoning of shallow landslides in fine grained soils by statistical methods

(2016) Mariantonietta Ciurleo et al.   CATENA

Landslides and synoptic weather trends in the European Alps

(2016) J. L. Wood et al.   CLIMATIC CHANGE

Effects of groundwater table position, soil strength properties and rainfall on instability of earthquake-triggered landslides

(2016) S. Amir Reza Beyabanaki et al.   Environmental Earth Sciences

Landslide susceptibility mapping based on GIS and support vector machine models for the Qianyang County, China

(2016) Wei Chen et al.   Environmental Earth Sciences

Identifying the controls on coastal cliff landslides using machine-learning approaches

(2016) Mark E. Dickson et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

(2016) Binh Thai Pham et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Mapping soil organic carbon content by geographically weighted regression: A case study in the Heihe River Basin, China

(2016) Xiao-Dong Song et al.   GEODERMA

A multi-annual landslide inventory for the assessment of shallow landslide susceptibility – Two test cases in Vorarlberg, Austria

(2016) Thomas Zieher et al.   GEOMORPHOLOGY

Tectonic control on the development and distribution of large landslides in the Northern Apennines (Italy)

(2016) Mirko Carlini et al.   GEOMORPHOLOGY

Analysis of the causes of large-scale loess landslides in Baoji, China

(2016) J.S. Shi et al.   GEOMORPHOLOGY

Occurrence probability assessment of earthquake-triggered landslides with Newmark displacement values and logistic regression: The Wenchuan earthquake, China

(2016) Ying Wang et al.   GEOMORPHOLOGY

Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam

(2016) Dieu Tien Bui et al.   International Journal of Digital Earth

Use of targets to track 3D displacements in highly vegetated areas affected by landslides

(2016) Martin Franz et al.   Landslides

The formation and evolution of a coastal alluvial fan in eastern Taiwan caused by rainfall-induced landslides

(2016) Hsien-Ter Chou et al.   Landslides

Tsunamis generated by landslides at the coast of conical islands: experimental benchmark dataset for mathematical model validation

(2016) A. Romano et al.   Landslides

The characteristics of the seismic signals induced by landslides using a coupling of discrete element and finite difference methods

(2016) Zheng-yi Feng et al.   Landslides

Local rainfall thresholds for forecasting landslide occurrence: Taipingshan landslide triggered by Typhoon Saola

(2016) Ming-Chien Chung et al.   Landslides

A simplified method for predicting rainfall-induced mobility of active landslides

(2016) Enrico Conte et al.   Landslides

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

(2016) Dieu Tien Bui et al.   Landslides

A novel fuzzy K-nearest neighbor inference model with differential evolution for spatial prediction of rainfall-induced shallow landslides in a tropical hilly area using GIS

(2016) Dieu Tien Bui et al.   Landslides

Submarine landslides on the Great Barrier Reef shelf edge and upper slope: A mechanism for generating tsunamis on the north-east Australian coast?

(2016) Jody M. Webster et al.   MARINE GEOLOGY

Multilayer-exposure maps as a basis for a regional vulnerability assessment for landslides: applied in Waidhofen/Ybbs, Austria

(2016) C. Promper et al.   NATURAL HAZARDS

Effects of soil spatial variability at the hillslope and catchment scales on characteristics of rainfall-induced landslides

(2016) Linfeng Fan et al.   WATER RESOURCES RESEARCH

A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping

(2016) Wei Chen et al.   Geocarto International

A Combination of Geographically Weighted Regression, Particle Swarm Optimization and Support Vector Machine for Landslide Susceptibility Mapping: A Case Study at Wanzhou in the Three Gorges Area, China

(2016) Xianyu Yu et al.   International Journal of Environmental Research and Public Health

Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

(2015) Haoyuan Hong et al.   CATENA

Remote sensing and GIS-based landslide susceptibility mapping using frequency ratio, logistic regression, and fuzzy logic methods at the central Zab basin, Iran

(2015) Himan Shahabi et al.   Environmental Earth Sciences

Relationship between water-conservation behavior and water education in Guangzhou, China

(2015) Yu Jiu Xiong et al.   Environmental Earth Sciences

Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines

(2015) Haoyuan Hong et al.   Environmental Earth Sciences

Manifestation of LiDAR-Derived Parameters in the Spatial Prediction of Landslides Using Novel Ensemble Evidential Belief Functions and Support Vector Machine Models in GIS

(2015) Mustafa Neamah Jebur et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping of rainfall-induced landslide susceptibility in Wencheng, China, using support vector machine

(2015) Cheng Su et al.   NATURAL HAZARDS

Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method

(2015) Mahyat Shafapour Tehrany et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Application of wavelet analysis and a particle swarm-optimized support vector machine to predict the displacement of the Shuping landslide in the Three Gorges, China

(2014) Fu Ren et al.   Environmental Earth Sciences

Prediction of near-bottom water salinity in the Baltic Sea using Ordinary Least Squares and Geographically Weighted Regression models

(2014) Katarzyna Łukawska-Matuszewska et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Landslide susceptibility mapping using geographically-weighted principal component analysis

(2014) Hassanali Faraji Sabokbar et al.   GEOMORPHOLOGY

Application of Geographically Weighted Regression Technique in Spatial Analysis of Fatal and Injury Crashes

(2014) Ali Pirdavani et al.   JOURNAL OF TRANSPORTATION ENGINEERING

Focusing on the spatial non-stationarity of landslide predisposing factors in northern Iceland

(2014) Thierry Feuillet et al.   PROGRESS IN PHYSICAL GEOGRAPHY

A satellite-based geographically weighted regression model for regional PM2.5 estimation over the Pearl River Delta region in China

(2014) Weize Song et al.   REMOTE SENSING OF ENVIRONMENT

Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale

(2014) Mustafa Neamah Jebur et al.   REMOTE SENSING OF ENVIRONMENT

Landslide susceptibility mapping using index of entropy and conditional probability models in GIS: Safarood Basin, Iran

(2012) Hamid Reza Pourghasemi et al.   CATENA

A geographically weighted regression kriging approach for mapping soil organic carbon stock

(2012) Sandeep Kumar et al.   GEODERMA

Principles and Practice of Scaled Difference Chi-Square Testing

(2012) Fred B. Bryant et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Towards spatial geochemical modelling: Use of geographically weighted regression for mapping soil organic carbon contents in Ireland

(2011) Chaosheng Zhang et al.   APPLIED GEOCHEMISTRY

Local least absolute deviation estimation of spatially varying coefficient models: robust geographically weighted regression approaches

(2011) Huiguo Zhang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

The influence of sampling density on geographically weighted regression: a case study using forest canopy height and optical data

(2011) Gang Chen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Do Factors Causing Wildfires Vary in Space? Evidence from Geographically Weighted Regression

(2010) Nikos Koutsias et al.   GIScience & Remote Sensing

Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of More and Romsdal (Norway)

(2010) Arzu Erener et al.   Landslides

The Use of Geographically Weighted Regression for Spatial Prediction: An Evaluation of Models Using Simulated Data Sets

(2010) P. Harris et al.   Mathematical Geosciences

Landslide erosion controlled by hillslope material

(2010) Isaac J. Larsen et al.   Nature Geoscience

Techniques for evaluating the performance of landslide susceptibility models

(2009) Paolo Frattini et al.   ENGINEERING GEOLOGY

The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks

(2009) Işık Yilmaz   Environmental Earth Sciences

Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA

(2009) Netra R. Regmi et al.   GEOMORPHOLOGY

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

(2008) X. Yao et al.   GEOMORPHOLOGY

Modelling within-field spatial variability of crop biomass - weed density relationships using geographically weighted regression

(2008) J M BLANCO-MORENO et al.   WEED RESEARCH