Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea

Measurement of small co-seismic deformation field from multi-temporal SAR interferometry: application to the 19 September 2004 Huntoon Valley earthquake

(2017) Won-Jin Lee et al.   Geomatics Natural Hazards & Risk

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

(2016) Wei Chen et al.   Environmental Earth Sciences

Landslide susceptibility mapping using an ensemble statistical index (Wi) and adaptive neuro-fuzzy inference system (ANFIS) model at Alborz Mountains (Iran)

(2016) Iman Nasiri Aghdam et al.   Environmental Earth Sciences

Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran

(2016) Hamid Reza Pourghasemi et al.   Environmental Earth Sciences

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

Landslide susceptibility mapping at Gongliu county, China using artificial neural network and weight of evidence models

(2016) Qiqing Wang et al.   GEOSCIENCES JOURNAL

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

Spatiotemporal analysis of snow cover variations at Mt. Kilimanjaro using multi-temporal Landsat images during 27 years

(2016) Sung-Hwan Park et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Spatial model integration for shallow landslide susceptibility and its runout using a GIS-based approach in Yongin, Korea

(2016) Ananta Man Singh Pradhan et al.   Geocarto International

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

GIS-based landslide susceptibility mapping with logistic regression, analytical hierarchy process, and combined fuzzy and support vector machine methods: a case study from Wolong Giant Panda Natural Reserve, China

(2015) Qingkai Meng et al.   Bulletin of Engineering Geology and the Environment

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

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

Forecasting and validation of landslide susceptibility using an integration of frequency ratio and neuro-fuzzy models: a case study of Seorak mountain area in Korea

(2015) Moung-Jin Lee et al.   Environmental Earth Sciences

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

(2015) Alessandro Trigila et al.   GEOMORPHOLOGY

Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece

(2015) Paraskevas Tsangaratos et al.   Landslides

Landslide detection and susceptibility mapping using LiDAR and an artificial neural network approach: a case study in the Cuyahoga Valley National Park, Ohio

(2015) Pece V. Gorsevski et al.   Landslides

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

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

(2015) Jie Dou et al.   NATURAL HAZARDS

Binary logistic regression versus stochastic gradient boosted decision trees in assessing landslide susceptibility for multiple-occurring landslide events: application to the 2009 storm event in Messina (Sicily, southern Italy)

(2015) L. Lombardo et al.   NATURAL HAZARDS

Delineation and assessment of Central Indian Suture through lineament extraction approach using Remote Sensing and Geographic Information System

(2015) Kuntal Ganguly et al.   Geocarto International

Understanding the spatial distribution of elephant (Loxodonta africana) poaching incidences in the mid-Zambezi Valley, Zimbabwe using Geographic Information Systems and remote sensing

(2015) Mbulisi Sibanda et al.   Geocarto International

GIS-based approach for flood analysis: case study of Keçidere flash flood event (Turkey)

(2015) Isa Curebal et al.   Geocarto International

Habitat Mapping of the Leopard Cat (Prionailurus bengalensis) in South Korea Using GIS

(2015) Moung-Jin Lee et al.   Sustainability

Landslide hazard mapping considering rainfall probability in Inje, Korea

(2014) M.J. Lee et al.   Geomatics Natural Hazards & Risk

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

(2013) Natan Micheletti et al.   Mathematical Geosciences

Spatial and temporal change in landslide hazard by future climate change scenarios using probabilistic-based frequency ratio model

(2013) Lee Moung-Jin et al.   Geocarto International

Application of data-driven evidential belief functions to landslide susceptibility mapping in Jinbu, Korea

(2012) S. Lee et al.   CATENA

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

Extraction of landslide-related factors from ASTER imagery and its application to landslide susceptibility mapping

(2011) Hyun-Joo Oh et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model

(2011) Biswajeet Pradhan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Application and validation of bivariate GIS-based landslide susceptibility assessment for the Vitravo river catchment (Calabria, south Italy)

(2011) Massimo Conforti et al.   NATURAL HAZARDS

Cross-application used to validate landslide susceptibility maps using a probabilistic model from Korea

(2010) Hyun-Joo Oh et al.   Environmental Earth Sciences

Landslide susceptibility mapping on Panaon Island, Philippines using a geographic information system

(2010) Hyun-Joo Oh et al.   Environmental Earth Sciences

Remote Sensing and GIS-based Landslide Susceptibility Analysis and its Cross-validation in Three Test Areas Using a Frequency Ratio Model

(2010) Biswajeet Pradhan et al.   Photogrammetrie Fernerkundung Geoinformation

Quantitative landslide susceptibility mapping at Pemalang area, Indonesia

(2009) Hyun-Joo Oh et al.   Environmental Earth Sciences

Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling

(2009) Biswajeet Pradhan et al.   ENVIRONMENTAL MODELLING & SOFTWARE

GIS-based landslide susceptibility mapping for the 2005 Kashmir earthquake region

(2008) Ulrich Kamp et al.   GEOMORPHOLOGY