A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: Sultan Mountains, SW Turkey

A Ozdemir, T Altural - Journal of Asian Earth Sciences, 2013 - Elsevier
This study evaluated and compared landslide susceptibility maps produced with three
different methods, frequency ratio, weights of evidence, and logistic regression, by using …

Landslide susceptibility mapping by binary logistic regression, analytical hierarchy process, and statistical index models and assessment of their performances

HR Pourghasemi, HR Moradi, SM Fatemi Aghda - Natural hazards, 2013 - Springer
The current research presents a detailed landslide susceptibility mapping study by binary
logistic regression, analytical hierarchy process, and statistical index models and an …

Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area

HJ Oh, B Pradhan - Computers & geosciences, 2011 - Elsevier
This paper presents landslide-susceptibility mapping using an adaptive neuro-fuzzy
inference system (ANFIS) using a geographic information system (GIS) environment. In the …

Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS

J Choi, HJ Oh, HJ Lee, C Lee, S Lee - Engineering geology, 2012 - Elsevier
Landslide-related factors were extracted from Advanced Spaceborne Thermal Emission and
Reflection Radiometer (ASTER) images, and integrated techniques were developed …

GIS-based landslide susceptibility mapping with probabilistic likelihood ratio and spatial multi-criteria evaluation models (North of Tehran, Iran)

HR Pourghasemi, HR Moradi… - Arabian Journal of …, 2014 - Springer
The aim of this study is to produce landslide susceptibility mapping by probabilistic
likelihood ratio (PLR) and spatial multi-criteria evaluation (SMCE) models based on …

Remote sensing and GIS-based landslide susceptibility mapping using frequency ratio, logistic regression, and fuzzy logic methods at the central Zab basin, Iran

H Shahabi, M Hashim, BB Ahmad - Environmental Earth Sciences, 2015 - Springer
A remote sensing and geographic information system-based study has been carried out to
map areas susceptible to landslides using three statistical models, frequency ratio (FR) …

Effect of the slope angle and its classification on landslide

S Çellek - Natural Hazards and Earth System Sciences …, 2020 - nhess.copernicus.org
The phase after the determination of the landslide area in landslide susceptibility studies is
the selection of methods and parameters to be used. Approximately 1500 randomly selected …

GIS-based landslide susceptibility mapping using bivariate statistical analysis in Devrek (Zonguldak-Turkey)

C Yilmaz, T Topal, ML Süzen - Environmental earth sciences, 2012 - Springer
Devrek town with increasing population is located in a hillslope area where some landslides
exist. Therefore, landslide susceptibility map of the area is required. The purpose of this …

Application of decision tree model for the ground subsidence hazard mapping near abandoned underground coal mines

S Lee, I Park - Journal of environmental management, 2013 - Elsevier
Subsidence of ground caused by underground mines poses hazards to human life and
property. This study analyzed the hazard to ground subsidence using factors that can affect …

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

S Lee, J Hwang, I Park - Catena, 2013 - Elsevier
Evidential belief function (EBF) model was applied and validated for analysis of landslide
susceptibility in the Pyungchang area of Korea using geographic information system. Areas …