Snow avalanche hazard prediction using machine learning methods

B Choubin, M Borji, A Mosavi, F Sajedi-Hosseini… - Journal of …, 2019 - Elsevier
Snow avalanches are among the most destructive natural hazards threatening human life,
ecosystems, built structures, and landscapes in mountainous regions. The complexity of …

Mapping snow avalanche debris by object-based classification in mountainous regions from Sentinel-1 images and causative indices

Y Liu, X Chen, Y Qiu, J Hao, J Yang, L Li - Catena, 2021 - Elsevier
With the rapid development of satellite observation datasets, avalanche detection algorithms
are not as accurate as visual interpretation, limiting avalanche hazard management. To …

Snow avalanche susceptibility mapping from tree-based machine learning approaches in ungauged or poorly-gauged regions

Y Liu, X Chen, J Yang, L Li, T Wang - Catena, 2023 - Elsevier
Mapping avalanche susceptibility is essential for disaster management, especially in
ungauged or poorly-gauged regions. Most existing machine-learning methods have a …

Exploring the impact of snow vole (Chionomys nivalis) burrowing activity in the Făgăraș Mountains, Southern Carpathians (Romania): Geomorphic characteristics and …

M Voiculescu, AN Ianăş, D Germain - Catena, 2019 - Elsevier
The potential zoogeomorphological impacts of burrowing animals, via soil excavation and
spatial redistribution, creation of landforms, and bioturbation are now well established. Here …

[HTML][HTML] Snow avalanche assessment in mass movement-prone areas: Results from climate extremization in relationship with environmental risk reduction in the Prati …

M Fazzini, M Cordeschi, C Carabella, G Paglia… - Land, 2021 - mdpi.com
Mass movements processes (ie, landslides and snow avalanches) play an important role in
landscape evolution and largely affect high mountain environments worldwide and in Italy …

[HTML][HTML] Snow avalanche synchronicity derived from a multi-path tree-ring reconstruction in the Făgăraș Mountains (Southern Carpathians, Romania)

P Chiroiu, AL Onaca, A Favillier, M Voiculescu… - Quaternary …, 2024 - Elsevier
Snow avalanches pose a constant threat to human lives, property, and infrastructure in
mountainous regions worldwide. To efficiently manage avalanche-related hazards and risks …

Differentiation of vertical limit of forest at the Babia Góra Mt., the Western Carpathian Mountains

A Łajczak, B Spyt - Geographia Polonica, 2018 - opus.us.edu.pl
The work contains quantitative analysis of differentiation of altitudinal position and sinuosity
of two lines determining the course of forest limit, ie timberline and treeline within Babia …

[HTML][HTML] An ArcGIS geo-morphological approach for snow avalanche zoning and risk estimation in the Province of Bergamo

B Marana - Journal of Geographic Information System, 2017 - scirp.org
This paper describes the results of a study developed, with a GIS approach, at the University
of Bergamo, about snow avalanche zoning and risk assessment in the Province of Bergamo …

[PDF][PDF] Geomorphological characteristics of avalanche tracks on Babia Góra Mt., Western Carpathians

A ŁAJCZAK, B SPYT - Studia Geomorphologica Carpatho …, 2016 - researchgate.net
Distribution and parameters of avalanche tracks on the slopes of asymmetric ridge of Babia
Góra Mt.(1725 m asl–the highest massif in the flysch Western Carpathians) were studied in …

[PDF][PDF] Snow avalanche inventory and hazard assessment in Făgăraș Mountains, Southern Carpathians

M TÖRÖK-OANCE, F ARDELEAN… - … sensing, model and …, 2017 - researchgate.net
Snow avalanches represent one of the most important natural hazards in many mountainous
areas around the world with an important role in modeling the hillslopes (Eckerstorfer and …