Hybrid meta-heuristic machine learning methods applied to landslide susceptibility mapping in the Sahel-Algiers

MA Benbouras - International Journal of Sediment Research, 2022 - Elsevier
Landslides are considered as one among many phenomena jeopardizing human beings as
well as their constructions. To prevent this disastrous problem, researchers have used …

Suggestion for a new deterministic model coupled with machine learning techniques for landslide susceptibility mapping

DH Min, HK Yoon - Scientific reports, 2021 - nature.com
Deterministic models have been widely applied in landslide risk assessment (LRA), but they
have limitations in obtaining various geotechnical and hydraulic properties. The objective of …

Landslide susceptibility analysis by applying TRIGRS to a reliable geotechnical slope model

M Ciurleo, S Ferlisi, V Foresta, MC Mandaglio… - Geosciences, 2021 - mdpi.com
This paper presents the results of a research aimed at analysing the susceptibility to shallow
landslides of a study area in the Calabria region (Southern Italy). These shallow landslides …

The impact of probability density functions assessment on model performance for slope stability analysis

E Volpe, L Ciabatta, D Salciarini, S Camici, E Cattoni… - Geosciences, 2021 - mdpi.com
The development of forecasting models for the evaluation of potential slope instability after
rainfall events represents an important issue for the scientific community. This topic has …

Expected Changes in Rainfall-Induced Landslide Activity in an Italian Archaeological Area

E Volpe, SL Gariano, L Ciabatta, Y Peiro, E Cattoni - Geosciences, 2023 - mdpi.com
Cultural heritage is one of the most exceptional resources characterizing the Italian territory.
Archaeological heritage, ie, the archaeological sites with different types of archaeological …

[HTML][HTML] High Resolution Precipitation and Soil Moisture Data Integration for Landslide Susceptibility Mapping

Y Peiro, E Volpe, L Ciabatta, E Cattoni - Geosciences, 2024 - mdpi.com
Satellite-derived high-resolution soil moisture and precipitation data have become widely
adopted in natural hazard and climate change research. Landslide susceptibility mapping …

A heuristic method to evaluate the effect of soil tillage on slope stability: a pilot case in central Italy

E Volpe, SL Gariano, F Ardizzone, F Fiorucci… - Land, 2022 - mdpi.com
Among the various predisposing factors of rainfall-induced shallow landslides, land use is
constantly evolving, being linked to human activities. Between different land uses, improper …

A case-study of sustainable countermeasures against shallow landslides in central Italy

D Salciarini, E Volpe, L Di Pietro, E Cattoni - Geosciences, 2020 - mdpi.com
Traditional technical solutions for slope stabilization are generally costly and very impacting
on the natural environment and landscape. A possible alternative for improving slope …

3D Finite Element Modelling of Hydraulic Efficiency of Drainage Trenches

E Volpe, E Cattoni, D Salciarini - Soil Mechanics and Foundation …, 2023 - Springer
In this work the hydraulic efficiency of a parallel draining trenches system is evaluated by
performing a series of pseudo-3D consolidation analyses using the finite element method. A …

[PDF][PDF] A Heuristic Method to Evaluate the Effect of Soil Tillage on Slope Stability: A Pilot Case in Central Italy. Land 2022, 11, 912

E Volpe, SL Gariano, F Ardizzone, F Fiorucci… - 2022 - academia.edu
Among the various predisposing factors of rainfall-induced shallow landslides, land use is
constantly evolving, being linked to human activities. Between different land uses, improper …