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 mapping 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 …

[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 mapping (LSM), landslide boundary and spatial
shape characteristics have been expressed in the form of points or circles in the landslide …

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 …

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 …

[PDF][PDF] 降雨型滑坡时间概率的逻辑回归拟合及连续概率滑坡危险性建模

黄发明, 陈佳武, 范宣梅, 黄劲松, 周创兵 - 地球科学, 2022 - researchgate.net
(目的) 提高降雨型滑坡危险性预警精度和空间辨识度具有重要意义.(方法)
本文以江西宁都县1980~ 2001 年156 个降6 雨型滑坡为例, 首先基于传统的EE-D …

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 …