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)

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

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

UAV photogrammetry for topographic monitoring of coastal areas

(2015) J.A. Gonçalves et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The Influence of Land Use Change on Landslide Susceptibility Zonation: The Briga Catchment Test Site (Messina, Italy)

(2014) P. Reichenbach et al.   ENVIRONMENTAL MANAGEMENT

A test of transferability for landslides susceptibility models under extreme climatic events: application to the Messina 2009 disaster

(2014) L. Lombardo et al.   NATURAL HAZARDS

Forward logistic regression for earth-flow landslide susceptibility assessment in the Platani river basin (southern Sicily, Italy)

(2013) Dario Costanzo et al.   Landslides

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

(2012) Peter Vorpahl et al.   ECOLOGICAL MODELLING

Landslide inventory map for the Briga and the Giampilieri catchments, NE Sicily, Italy

(2012) F. Ardizzone et al.   Journal of Maps

Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: a comparative study

(2012) Ángel M. Felicísimo et al.   Landslides

A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey

(2011) A. Yalcin et al.   CATENA

Distribution and causes of landslides in the eastern Peloritani of NE Sicily and western Aspromonte of SW Calabria, Italy

(2011) Rajasmita Goswami et al.   GEOMORPHOLOGY

Spatial statistical modeling of shallow landslides—Validating predictions for different landslide inventories and rainfall events

(2011) Jonas von Ruette et al.   GEOMORPHOLOGY

A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir, Turkey

(2011) Aykut Akgun   Landslides

The role of the diagnostic areas in the assessment of landslide susceptibility models: a test in the sicilian chain

(2011) E. Rotigliano et al.   NATURAL HAZARDS

Exporting a Google Earth™ aided earth-flow susceptibility model: a test in central Sicily

(2011) D. Costanzo et al.   NATURAL HAZARDS

Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression

(2011) Dieu Tien Bui et al.   NATURAL HAZARDS

Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images

(2011) A.C. Mondini et al.   REMOTE SENSING OF ENVIRONMENT

Using and comparing two nonparametric methods (CART and MARS) to model the potential distribution of gullies

(2009) Álvaro Gómez Gutiérrez et al.   ECOLOGICAL MODELLING

Techniques for evaluating the performance of landslide susceptibility models

(2009) Paolo Frattini et al.   ENGINEERING GEOLOGY

Comparison of two landslide susceptibility assessments in the Champagne–Ardenne region (France)

(2009) M. Van Den Eeckhaut et al.   GEOMORPHOLOGY

Optimal landslide susceptibility zonation based on multiple forecasts

(2009) Mauro Rossi et al.   GEOMORPHOLOGY

An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps

(2008) H.A. Nefeslioglu et al.   ENGINEERING GEOLOGY

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

On Blind Tests and Spatial Prediction Models

(2008) Andrea G. Fabbri et al.   Natural Resources Research

Typical source areas of May 1998 flow-like mass movements in the Campania region, Southern Italy

(2007) Leonardo Cascini et al.   ENGINEERING GEOLOGY

Analysing the influence of upslope bedrock outcrops on shallow landsliding

(2007) Paolo Tarolli et al.   GEOMORPHOLOGY