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

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

(2017) Wei Chen et al.   GEODERMA

Increasing risks related to landslides from degrading permafrost into new lakes in de-glaciating mountain ranges

(2017) Wilfried Haeberli 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

GIS-based landslide susceptibility modelling: a comparative assessment of kernel logistic regression, Naïve-Bayes tree, and alternating decision tree models

(2017) Wei Chen et al.   Geomatics Natural Hazards & Risk

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

(2016) Mariantonietta Ciurleo et al.   CATENA

Spatial prediction of landslide susceptibility using integrated frequency ratio with entropy and support vector machines by different kernel functions

(2016) Wei Chen 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

Parallelization of the TRIGRS model for rainfall-induced landslides using the message passing interface

(2016) M. Alvioli et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

Landslides, threshold slopes, and the survival of relict terrain in the wake of the Mendocino Triple Junction

(2016) Georgina L. Bennett et al.   GEOLOGY

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

(2016) Mirko Carlini et al.   GEOMORPHOLOGY

Sinkholes, collapse structures and large landslides in an active salt dome submerged by a reservoir: The unique case of the Ambal ridge in the Karun River, Zagros Mountains, Iran

(2016) Francisco Gutiérrez et al.   GEOMORPHOLOGY

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

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

Assessment of ground-based monitoring techniques applied to landslide investigations

(2016) S. Uhlemann 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

Monitoring channel head erosion processes in response to an artificially induced abrupt base level change using time-lapse photography

(2016) M.H. Nichols et al.   GEOMORPHOLOGY

Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models

(2016) Haoyuan Hong et al.   GEOMORPHOLOGY

Rainfall-triggered shallow landslides: infiltration dynamics in a physical hillslope model

(2016) M. Lora et al.   HYDROLOGICAL PROCESSES

Automatic identification of shallow landslides based on Worldview2 remote sensing images

(2016) Hai-Rong Ma et al.   Journal of Applied Remote Sensing

Identification and characterization of rainfall events responsible for triggering of debris flows and shallow landslides

(2016) Carla Iadanza et al.   JOURNAL OF HYDROLOGY

Copula-based IDF curves and empirical rainfall thresholds for flash floods and rainfall-induced landslides

(2016) Nejc Bezak et al.   JOURNAL OF HYDROLOGY

Geometric and kinematic characterization of landslides affecting urban areas: the Lungro case study (Calabria, Southern Italy)

(2016) Giovanni Gullà 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

Applying Information Theory and GIS-based quantitative methods to produce landslide susceptibility maps in Nancheng County, China

(2016) Paraskevas Tsangaratos et al.   Landslides

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

(2016) Enrico Conte 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

Assessing post-failure mobility of submarine landslides from seismic geomorphology and physical properties of mass transport deposits: An example from seaward of the Kumano Basin, Nankai Trough, offshore Japan

(2016) Zachary T. Moore et al.   MARINE GEOLOGY

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

Rotation forest fuzzy rule-based classifier ensemble for spatial prediction of landslides using GIS

(2016) Binh Thai Pham et al.   NATURAL HAZARDS

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

The direct impact of landslides on household income in tropical regions: A case study from the Rwenzori Mountains in Uganda

(2016) K. Mertens et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy

(2016) Haoyuan Hong et al.   Geocarto International

Connectivity of earthquake-triggered landslides with the fluvial network: Implications for landslide sediment transport after the 2008 Wenchuan earthquake

(2016) Gen Li et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Spatial landslide hazard assessment along the Jelapang Corridor of the North-South Expressway in Malaysia using high resolution airborne LiDAR data

(2015) Norbazlan Mohd Yusof et al.   Arabian Journal of Geosciences

Landslide susceptibility maps using different probabilistic and bivariate statistical models and comparison of their performance at Wadi Itwad Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Bulletin of Engineering Geology and the Environment

A new hybrid model using step-wise weight assessment ratio analysis (SWARA) technique and adaptive neuro-fuzzy inference system (ANFIS) for regional landslide hazard assessment in Iran

(2015) Alireza Dehnavi et al.   CATENA

Landslide susceptibility mapping in Mizunami City, Japan: A comparison between logistic regression, bivariate statistical analysis and multivariate adaptive regression spline models

(2015) Liang-Jie Wang et al.   CATENA

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

Consideration of optimal pixel resolution in deriving landslide susceptibility zoning within the Sydney Basin, New South Wales, Australia

(2015) Darshika Palamakumbure et al.   COMPUTERS & GEOSCIENCES

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

(2015) J.N. Goetz et al.   COMPUTERS & GEOSCIENCES

Implications of reduced turbidity current and landslide activity for the Initial Eocene Thermal Maximum – evidence from two distal, deep-water sites

(2015) Michael A. Clare et al.   EARTH AND PLANETARY SCIENCE LETTERS

Landslide seismic magnitude

(2015) C.H. Lin et al.   EARTH AND PLANETARY SCIENCE LETTERS

A quasi-three-dimensional spring-deformable-block model for runout analysis of rapid landslide motion

(2015) H.Q. Yang et al.   ENGINEERING GEOLOGY

Monitoring landslide displacements with the Geocube wireless network of low-cost GPS

(2015) L. Benoit et al.   ENGINEERING GEOLOGY

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

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

Surface roughness dating of long-runout landslides near Oso, Washington (USA), reveals persistent postglacial hillslope instability

(2015) Sean R. LaHusen et al.   GEOLOGY

Large landslides lie low: Excess topography in the Himalaya-Karakoram ranges

(2015) Jan Henrik Blöthe et al.   GEOLOGY

Dating of debris flow fan complexes from Lantau Island, Hong Kong, China: The potential relationship between landslide activity and climate change

(2015) R.J. Sewell et al.   GEOMORPHOLOGY

Landslide susceptibility analysis in central Vietnam based on an incomplete landslide inventory: Comparison of a new method to calculate weighting factors by means of bivariate statistics

(2015) Markus Meinhardt et al.   GEOMORPHOLOGY

Spatial and temporal analysis of a global landslide catalog

(2015) Dalia Kirschbaum et al.   GEOMORPHOLOGY

Comparison of Logistic Regression and Random Forests techniques for shallow landslide susceptibility assessment in Giampilieri (NE Sicily, Italy)

(2015) Alessandro Trigila et al.   GEOMORPHOLOGY

Assessment of susceptibility to earth-flow landslide using logistic regression and multivariate adaptive regression splines: A case of the Belice River basin (western Sicily, Italy)

(2015) Christian Conoscenti et al.   GEOMORPHOLOGY

Integration of Satellite Soil Moisture and Rainfall Observations over the Italian Territory

(2015) Luca Ciabatta et al.   JOURNAL OF HYDROMETEOROLOGY

Scientific research for landslide risk analysis and international education for mitigation and preparedness

(2015) Vít Vilímek et al.   Landslides

Reactivation of mass movements in Dessie graben, the example of an active landslide area in the Ethiopian Highlands

(2015) Zuzana Vařilová et al.   Landslides

Abe Barek landslide and landslide susceptibility assessment in Badakhshan Province, Afghanistan

(2015) Jianqiang Zhang et al.   Landslides

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

A New Ensemble Method with Feature Space Partitioning for High-Dimensional Data Classification

(2015) Yongjun Piao et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Normalized Landslide Index Method for susceptibility map development in El Salvador

(2015) Ari J. Posner et al.   NATURAL HAZARDS

A methodology to derive precise landslide displacement time series from continuous GPS observations in tectonically active and cold regions: a case study in Alaska

(2015) Guoquan Wang et al.   NATURAL HAZARDS

A geospatial information quantity model for regional landslide risk assessment

(2015) Yumin Tan et al.   NATURAL HAZARDS

Landslide susceptibility of volcanic landforms in the Río El Estado watershed, Pico de Orizaba volcano, Mexico

(2015) Gabriel Legorreta Paulín et al.   NATURAL HAZARDS

An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan

(2015) Jie Dou et al.   NATURAL HAZARDS

Generation of a national landslide hazard and risk map for the country of Georgia

(2015) George Gaprindashvili et al.   NATURAL HAZARDS

Landslide susceptibility mapping using GIS-based statistical models and Remote sensing data in tropical environment

(2015) Himan Shahabi et al.   Scientific Reports

Landslide Fissure Inference Assessment by ANFIS and Logistic Regression Using UAS-Based Photogrammetry

(2015) Ozgun Akcay   ISPRS International Journal of Geo-Information

A spectral clustering search algorithm for predicting shallow landslide size and location

(2015) Dino Bellugi et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Real-time eruption forecasting using the material Failure Forecast Method with a Bayesian approach

(2015) A. Boué et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

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

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

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

Quantitative risk analysis for landslides: the case of the Three Gorges area, China

(2014) Ling Peng et al.   Landslides

Assessment of rainfall-generated shallow landslide/debris-flow susceptibility and runout using a GIS-based approach: application to western Southern Alps of New Zealand

(2014) Theodosios Kritikos et al.   Landslides

A geotechnical model of the Umka landslide with reference to landslides in weathered Neogene marls in Serbia

(2014) Biljana Abolmasov et al.   Landslides

Landslide risk assessment in a densely populated hilly area

(2014) Liesbet Vranken et al.   Landslides

Patterns of movement in the Ventnor landslide complex, Isle of Wight, southern England

(2014) J. M. Carey et al.   Landslides

The contribution of PSInSAR interferometry to landslide hazard in weak rock-dominated areas

(2014) S. C. Oliveira et al.   Landslides

Landslide susceptibility mapping using multi-criteria evaluation techniques in Chittagong Metropolitan Area, Bangladesh

(2014) Bayes Ahmed   Landslides

Recent progress in landslide dating

(2014) Tomáš Pánek   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

A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)

(2013) Dieu Tien Bui et al.   Geomatics Natural Hazards & Risk

Using random subspace method for prediction and variable importance assessment in linear regression

(2012) Jan Mielniczuk et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

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

(2012) Sandeep Kumar et al.   GEODERMA

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

(2011) Chaosheng Zhang et al.   APPLIED GEOCHEMISTRY

Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS

(2011) Dieu Tien Bui et al.   COMPUTERS & GEOSCIENCES

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

Combining bagging, boosting, rotation forest and random subspace methods

(2010) Sotiris Kotsiantis   ARTIFICIAL INTELLIGENCE REVIEW

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

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

Random Subspace Ensembles for fMRI Classification

(2010) L.I. Kuncheva et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2010) P. Harris et al.   Mathematical Geosciences

Semi-random subspace method for face recognition

(2009) Yulian Zhu et al.   IMAGE AND VISION COMPUTING

Random subspace for an improved BioHashing for face authentication

(2007) Loris Nanni et al.   PATTERN RECOGNITION LETTERS