[HTML][HTML] A review of statistically-based landslide susceptibility models

P Reichenbach, M Rossi, BD Malamud, M Mihir… - Earth-science …, 2018 - Elsevier
In this paper, we do a critical review of statistical methods for landslide susceptibility
modelling and associated terrain zonations. Landslide susceptibility is the likelihood of a …

Landslide susceptibility evaluation and hazard zonation techniques–a review

L Shano, TK Raghuvanshi, M Meten - Geoenvironmental Disasters, 2020 - Springer
Landslides are the most destructive geological hazard in the hilly regions. For systematic
landslide mitigation and management, landslide evaluation and hazard zonation is required …

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

HR Pourghasemi, B Pradhan, C Gokceoglu - Natural hazards, 2012 - Springer
The main goal of this study is to produce landslide susceptibility maps of a landslide-prone
area (Haraz) in Iran by using both fuzzy logic and analytical hierarchy process (AHP) …

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

A Trigila, C Iadanza, C Esposito… - Geomorphology, 2015 - Elsevier
The aim of this work is to define reliable susceptibility models for shallow landslides using
Logistic Regression and Random Forests multivariate statistical techniques. The study area …

[HTML][HTML] Presenting logistic regression-based landslide susceptibility results

L Lombardo, PM Mai - Engineering geology, 2018 - Elsevier
A new work-flow is proposed to unify the way the community shares Logistic Regression
results for landslide susceptibility purposes. Although Logistic Regression models and …

Remote sensing for landslide investigations: An overview of recent achievements and perspectives

M Scaioni, L Longoni, V Melillo, M Papini - Remote Sensing, 2014 - mdpi.com
Landslides represent major natural hazards, which cause every year significant loss of lives
and damages to buildings, properties and lifelines. In the last decades, a significant increase …

Application of the analytical hierarchy process (AHP) for landslide susceptibility mapping: A case study from the Tinau watershed, west Nepal

P Kayastha, MR Dhital, F De Smedt - Computers & Geosciences, 2013 - Elsevier
Landslide problems are abundant in the mountainous areas of Nepal due to a unique
combination of adverse geological conditions, abundant rainfall and anthropogenic factors …

Literature review and bibliometric analysis on data-driven assessment of landslide susceptibility

P Lima, S Steger, T Glade, FG Murillo-García - Journal of Mountain …, 2022 - Springer
In recent decades, data-driven landslide susceptibility models (DdLSM), which are based on
statistical or machine learning approaches, have become popular to estimate the relative …

Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy

F Guzzetti, A Carrara, M Cardinali, P Reichenbach - Geomorphology, 1999 - Elsevier
In recent years, growing population and expansion of settlements and life-lines over
hazardous areas have largely increased the impact of natural disasters both in industrialized …

Guidelines for landslide susceptibility, hazard and risk zoning for land use planning

R Fell, J Corominas, C Bonnard, L Cascini, E Leroi… - Engineering …, 2008 - Elsevier
Landslide susceptibility and hazard zoning, and to a lesser extent, landslide risk zoning,
have experienced extensive development during the last few decades. Most of these zoning …