Does machine learning adequately predict earthquake induced landslides?

A Pyakurel, BK Dahal, D Gautam - Soil Dynamics and Earthquake …, 2023 - Elsevier
Abstract Machine learning (ML) has been used for landslide susceptibility analysis for a
while; however, studies using real-time earthquake induced landslide data are barely used …

Coseismic landslides induced by the 2018 Mw 6.6 Iburi, Japan, Earthquake: spatial distribution, key factors weight, and susceptibility regionalization

M Chang, Y Zhou, C Zhou, TC Hales - Landslides, 2021 - Springer
This research aims to explore detailed spatial distribution characteristics, identify key factors
weight, and establish an accurate susceptibility regionalization model of coseismic …

The spatial distribution characteristics of coseismic landslides triggered by the Ms7. 0 Lushan earthquake and Ms7. 0 Jiuzhaigou earthquake in southwest China

M Chang, P Cui, L Xu, Y Zhou - Environmental Science and Pollution …, 2021 - Springer
In recent years, a series of earthquakes have occurred in Sichuan province, southwest
China. On April 20, 2013, 1013 landslides were triggered in the Lushan earthquake within …

SPT blow count vs. shear wave velocity relationship in the structurally complex formations of the Molise Region (Italy)

S Fabbrocino, G Lanzano, G Forte, FS de Magistris… - Engineering …, 2015 - Elsevier
The relationship between the shear wave velocity (VS) and the blow number of the Standard
Penetration Tests (N SPT) was investigated with reference to the structurally complex …

Topographic amplification and debris remobilization as a cause for increasing rockfall hazard in seismic areas: A case study in Central Italy

A Pignalosa, G Forte, P Budetta, A Santo - Geomorphology, 2022 - Elsevier
The long-lasting earthquake sequence of Central Italy in 2016 triggered around 1370
landslides, most of which were observed close to ridge areas. The area of San Pellegrino di …

An integrated approach to earthquake-induced landslide hazard zoning based on probabilistic seismic scenario for Phlegrean Islands (Ischia, Procida and Vivara) …

M Caccavale, F Matano, M Sacchi - Geomorphology, 2017 - Elsevier
In this study we present an integrated approach to assess earthquake-induced landslide
hazard at the source area of the slope instability process. The method has been applied to …

A geolithological approach to seismic site classification: an application to the Molise Region (Italy)

G Forte, S Fabbrocino, G Fabbrocino… - Bulletin of Earthquake …, 2017 - Springer
Seismic site classification is a critical issue in order to reliably predict seismic ground motion
parameters for the development of microzonation maps and site-specific hazard studies …

Spatial distribution analysis of landslides triggered by the 2013-04-20 Lushan earthquake, China

M Chang, C Tang, C Xia, Q Fang - Earthquake engineering and …, 2016 - Springer
Abstract The 2013-04-20 Lushan earthquake (seismic magnitude M s 7.0 according to the
State Seismological Bureau) induced a large number of landslides. In this study, spatial …

Multi-level approach for zonation of seismic slope stability: Experiences and perspectives in Italy

F Silvestri, G Forte, M Calvello - Landslides and engineered …, 2018 - taylorfrancis.com
The paper proposes updated approaches for Level I and II analyses of seismic slope
stability, suitable for microzonation maps. The Level I procedure is based on multi-variate …

Some limits in the use of the MASW technique in soils with inclined layers

L Evangelista, F Santucci de Magistris - Geotechnical and Geological …, 2015 - Springer
The surface wave method is a characterization technique that allows obtaining the shear
wave velocity profiles trough the measurement of the dispersion of surface waves coupled …