[HTML][HTML] Root reinforcement in slope stability models: a review

EB Masi, S Segoni, V Tofani - Geosciences, 2021 - mdpi.com
The influence of vegetation on mechanical and hydrological soil behavior represents a
significant factor to be considered in shallow landslides modelling. Among the multiple …

Advanced hyperparameter optimization for improved spatial prediction of shallow landslides using extreme gradient boosting (XGBoost)

T Kavzoglu, A Teke - Bulletin of Engineering Geology and the Environment, 2022 - Springer
Abstract Machine learning algorithms have progressively become a part of landslide
susceptibility map** practices owing to their robustness in dealing with complicated and …

Fatal landslides in Europe

U Haque, P Blum, PF Da Silva, P Andersen, J Pilz… - Landslides, 2016 - Springer
Landslides are a major hazard causing human and large economic losses worldwide.
However, the quantification of fatalities and casualties is highly underestimated and …

Map** landslide susceptibility and types using Random Forest

K Taalab, T Cheng, Y Zhang - Big Earth Data, 2018 - Taylor & Francis
Landslides are one of the most destructive natural hazards; they can drastically alter
landscape morphology, destroy man-made structures, and endanger people's life. Landslide …

Revisiting landslide risk terms: IAEG commission C-37 working group on landslide risk nomenclature

J Corominas, F Guzzetti, H Lan, R Macciotta… - Bulletin of Engineering …, 2023 - Springer
Significant effort has been devoted during the last few decades to the development of
methodologies for landslide hazard and risk assessment. All of this work requires …

A severe landslide event in the Alpine foreland under possible future climate and land-use changes

D Maraun, R Knevels, AN Mishra, H Truhetz… - … Earth & Environment, 2022 - nature.com
Landslides are a major natural hazard, but uncertainties about their occurrence in a warmer
climate are substantial. The relative role of rainfall, soil moisture, and land-use changes and …

A ROC analysis-based classification method for landslide susceptibility maps

I Cantarino, MA Carrion, F Goerlich, V Martinez Ibañez - Landslides, 2019 - Springer
A landslide susceptibility map is a crucial tool for land-use spatial planning and
management in mountainous areas. An essential issue in such maps is the determination of …

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 …

[HTML][HTML] Multi-instrumental approach to slope failure monitoring in a landslide susceptible newly built-up area: Topo-Geodetic survey, UAV 3D modelling and ground …

P Sestras, Ș Bilașco, S Roșca, I Veres, N Ilies… - Remote Sensing, 2022 - mdpi.com
Slope failures and landslides cause economic damage and deaths worldwide. These losses
can be minimized by integrating different methodologies, instruments, and data monitoring …

Statistical modelling of Europe-wide landslide susceptibility using limited landslide inventory data

M Van Den Eeckhaut, J Hervás, C Jaedicke, JP Malet… - Landslides, 2012 - Springer
In many regions, the absence of a landslide inventory hampers the production of
susceptibility or hazard maps. Therefore, a method combining a procedure for sampling of …