Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size

P Tsangaratos, I Ilia - Catena, 2016 - Elsevier
The main objective of the present study was to compare the performance of a classifier that
implements the Logistic Regression and a classifier that employs a Naïve Bayes algorithm in …

Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map

I Ilia, P Tsangaratos - Landslides, 2016 - Springer
The main purpose of this study is to define the main variables that contribute to the
occurrence of landslides in Kimi, Euboea, Greece, and to produce a landslide susceptibility …

Repeated UAV campaigns, GNSS measurements, GIS, and petrographic analyses for landslide mapping and monitoring

A Kyriou, K Nikolakopoulos, I Koukouvelas… - Minerals, 2021 - mdpi.com
Landslides are posing a significant global hazard as they occur instantaneously with
devastating consequences. The development of new remote sensing technologies and …

Application of the revised universal soil loss equation model on landslide prevention. An example from N. Euboea (Evia) Island, Greece

D Rozos, HD Skilodimou, C Loupasakis… - Environmental Earth …, 2013 - Springer
This study aims to evaluate the application of the Revised Universal Soil Loss Equation
(RUSLE) on predicting of sites susceptible to slope failures caused by the soil erosion. It was …

Landslide susceptibility zonation in Greece

N Sabatakakis, G Koukis, E Vassiliades, S Lainas - Natural Hazards, 2013 - Springer
The objective of this study is to perform a preliminary national-scale assessment of the
landslide susceptibility in Greece using a landslide inventory derived from historical …

Landslide hazard zonation in high risk areas of Rethymno Prefecture, Crete Island, Greece

M Kouli, C Loupasakis, P Soupios, F Vallianatos - Natural hazards, 2010 - Springer
The central part of Rethymnon Prefecture, Crete Island, suffers from severe landslide
phenomena because of its geological and geomorphological settings alternated by the …

InSAR greece with parallelized persistent scatterer interferometry: A national ground motion service for big copernicus sentinel-1 data

I Papoutsis, C Kontoes, S Alatza, A Apostolakis… - Remote Sensing, 2020 - mdpi.com
Advances in synthetic aperture radar (SAR) interferometry have enabled the seamless
monitoring of the Earth's crust deformation. The dense archive of the Sentinel-1 Copernicus …

Earth observation and GIS-based analysis for landslide susceptibility and risk assessment

E Psomiadis, N Charizopoulos, N Efthimiou… - … International Journal of …, 2020 - mdpi.com
Landslides can cause severe problems to the social and economic well-being. In order to
effectively mitigate landslide hazards, the development of detailed susceptibility maps is …

Investigating landslide susceptibility procedures in Greece

K Kavoura, N Sabatakakis - Landslides, 2020 - Springer
The study aims to present quantitative-based landslide susceptibility mapping through
different procedures. Medium-to small-scale analysis was performed applying the most …

Recent debris-flow activity on the 1913 Tsivlos landslide body (Northern Peloponnese; Greece)

R Tichavský, A Fabiánová, A Koutroulis, V Spálovský… - Catena, 2023 - Elsevier
Chronological data on recent debris-flow activity in the Eastern Meditteranean are
fragmentary, limiting a proper assessment of future geomorphic risk. This is especially true if …