Machine learning and landslide studies: recent advances and applications

FS Tehrani, M Calvello, Z Liu, L Zhang, S Lacasse - Natural Hazards, 2022 - Springer
Upon the introduction of machine learning (ML) and its variants, in the form that we know
today, to the landslide community, many studies have been carried out to explore the …

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 …

Regional rainfall-induced landslide hazard warning based on landslide susceptibility map** and a critical rainfall threshold

F Huang, J Chen, W Liu, J Huang, H Hong, W Chen - Geomorphology, 2022 - Elsevier
Rainfall-induced landslide hazard warning, which refers to the prediction of the spatial-
temporal probability of landslide occurrence in a certain area under the conditions of …

[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 …

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 …

[HTML][HTML] Uncertainty pattern in landslide susceptibility prediction modelling: Effects of different landslide boundaries and spatial shape expressions

F Huang, J Yan, X Fan, C Yao, J Huang, W Chen… - Geoscience …, 2022 - Elsevier
In some studies on landslide susceptibility map** (LSM), landslide boundary and spatial
shape characteristics have been expressed in the form of points or circles in the landslide …

Rainfall induced landslide studies in Indian Himalayan region: a critical review

A Dikshit, R Sarkar, B Pradhan, S Segoni, AM Alamri - Applied Sciences, 2020 - mdpi.com
Landslides are one of the most devastating and recurring natural disasters and have
affected several mountainous regions across the globe. The Indian Himalayan region is no …

[HTML][HTML] Shallow landslide susceptibility assessment under future climate and land cover changes: A case study from southwest China

Z Guo, JV Ferrer, M Hürlimann, V Medina… - Geoscience …, 2023 - Elsevier
There is no doubt that land cover and climate changes have consequences on landslide
activity, but it is still an open issue to assess and quantify their impacts. Wanzhou County in …

Geomorphic and sedimentary effects of modern climate change: current and anticipated future conditions in the western United States

AE East, JB Sankey - Reviews of Geophysics, 2020 - Wiley Online Library
Hydroclimatic changes associated with global warming over the past 50 years have been
documented widely, but physical landscape responses are poorly understood thus far …

[HTML][HTML] Space-time landslide predictive modelling

L Lombardo, T Opitz, F Ardizzone, F Guzzetti… - Earth-science reviews, 2020 - Elsevier
Landslides are nearly ubiquitous phenomena and pose severe threats to people, properties,
and the environment in many areas. Investigators have for long attempted to estimate …