Method for prediction of landslide movements based on random forests

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

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

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

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

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 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

Integration of rainfall thresholds and susceptibility maps in the Emilia Romagna (Italy) regional-scale landslide warning system

(2014) Samuele Segoni et al.   Landslides

Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness

(2014) A.V. Lebedev et al.   NeuroImage-Clinical

Patterns of movement in reactivated landslides

(2013) C.I. Massey et al.   ENGINEERING GEOLOGY

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

(2013) Natan Micheletti et al.   Mathematical Geosciences

How can statistical models help to determine driving factors of landslides?

(2012) Peter Vorpahl et al.   ECOLOGICAL MODELLING

Prediction of time to slope failure: a general framework

(2011) A. Federico et al.   Environmental Earth Sciences

Rainfall thresholds for the forecasting of landslide occurrence at regional scale

(2011) G. Martelloni et al.   Landslides

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Groundwater Modeling for the Analysis of Active Slow-Moving Landslides

(2010) Leonardo Cascini et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

(2010) Heesung Yoon et al.   JOURNAL OF HYDROLOGY

An integrated model simulating the initiation and motion of earthquake and rain induced rapid landslides and its application to the 2006 Leyte landslide

(2010) Kyoji Sassa et al.   Landslides

Expected damage from displacement of slow-moving slides

(2010) Mohamed Farouk Mansour et al.   Landslides

Forecasting groundwater level fluctuations for rainfall-induced landslide

(2010) Yao-Ming Hong et al.   NATURAL HAZARDS

Landsliding in partially saturated materials

(2009) Jonathan W. Godt et al.   GEOPHYSICAL RESEARCH LETTERS

Relationship between rain and/or meltwater, pore-water pressure and displacement of a reactivated landslide

(2008) Sumio Matsuura et al.   ENGINEERING GEOLOGY

Investigating local variation in groundwater recharge along a topographic gradient, Walnut Creek, Iowa, USA

(2008) Keith E. Schilling   HYDROGEOLOGY JOURNAL

Stability of sandy slopes under seepage conditions

(2008) Hossein Ghiassian et al.   Landslides

A numerical procedure for predicting rainfall-induced movements of active landslides along pre-existing slip surfaces

(2007) Michele Calvello et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS