Earthquake‐induced chains of geologic hazards: Patterns, mechanisms, and impacts

X Fan, G Scaringi, O Korup, AJ West… - Reviews of …, 2019 - Wiley Online Library
Large earthquakes initiate chains of surface processes that last much longer than the brief
moments of strong shaking. Most moderate‐and large‐magnitude earthquakes trigger …

[HTML][HTML] Geographical landslide early warning systems

F Guzzetti, SL Gariano, S Peruccacci, MT Brunetti… - Earth-Science …, 2020 - Elsevier
The design, implementation, management, and verification of landslide early warning
systems (LEWSs) are gaining increasing attention in the literature and among government …

A review of the recent literature on rainfall thresholds for landslide occurrence

S Segoni, L Piciullo, SL Gariano - Landslides, 2018 - Springer
The topic of rainfall thresholds for landslide occurrence was thoroughly investigated,
producing abundance of case studies at different scales of analysis and several technical …

Deep learning forecast of rainfall-induced shallow landslides

AC Mondini, F Guzzetti, M Melillo - Nature communications, 2023 - nature.com
Rainfall triggered landslides occur in all mountain ranges posing threats to people and the
environment. Given the projected climate changes, the risk posed by landslides is expected …

Landslide prediction, monitoring and early warning: a concise review of state-of-the-art

BG Chae, HJ Park, F Catani, A Simoni, M Berti - Geosciences Journal, 2017 - Springer
Landslide is one of the repeated geological hazards during rainy season, which causes
fatalities, damage to property and economic losses in Korea. Landslides are responsible for …

Territorial early warning systems for rainfall-induced landslides

L Piciullo, M Calvello, JM Cepeda - Earth-Science Reviews, 2018 - Elsevier
Among the many mitigation measures available for reducing the risk to life related to
landslides, early warning systems certainly constitute a significant option available to the …

[HTML][HTML] Rainfall thresholds for possible landslide occurrence in Italy

S Peruccacci, MT Brunetti, SL Gariano, M Melillo… - Geomorphology, 2017 - Elsevier
The large physiographic variability and the abundance of landslide and rainfall data make
Italy an ideal site to investigate variations in the rainfall conditions that can result in rainfall …

Monitoring strategies for local landslide early warning systems

G Pecoraro, M Calvello, L Piciullo - Landslides, 2019 - Springer
The main aim of this study is the description and the analysis of the monitoring strategies
implemented within local landslide early warning systems (Lo-LEWS) operational all around …

[HTML][HTML] Modelling of shallow landslides with machine learning algorithms

Z Liu, G Gilbert, JM Cepeda, AOK Lysdahl, L Piciullo… - Geoscience …, 2021 - Elsevier
This paper introduces three machine learning (ML) algorithms, the 'ensemble'Random
Forest (RF), the 'ensemble'Gradient Boosted Regression Tree (GBRT) and the MultiLayer …

How much does the rainfall temporal resolution affect rainfall thresholds for landslide triggering?

SL Gariano, M Melillo, S Peruccacci, MT Brunetti - Natural Hazards, 2020 - Springer
In many areas of the world, the prediction of rainfall-induced landslides is usually carried out
by means of empirical rainfall thresholds. Their definition is complicated by several issues …