Climate change impacts on snow avalanche activity and related risks
In the rapidly evolving mountain cryosphere, snow avalanches threaten livelihoods,
settlements and infrastructure. In this Review, we analyse past and projected impacts of …
settlements and infrastructure. In this Review, we analyse past and projected impacts of …
GIS-based spatial modeling of snow avalanches using four novel ensemble models
Snow avalanches can destroy lives and infrastructure and are very important phenomena in
some regions of the world. This study maps snow avalanche susceptibility in Sirvan …
some regions of the world. This study maps snow avalanche susceptibility in Sirvan …
Quantitative risk and optimal design approaches in the snow avalanche field: Review and extensions
Standard engineering procedures, such as adopting high return periods as reference
events, are a simplified means of handling the complex and multivariate nature of snow …
events, are a simplified means of handling the complex and multivariate nature of snow …
Combining random forests and class-balancing to discriminate between three classes of avalanche activity in the French Alps
PD Sielenou, L Viallon-Galinier, P Hagenmuller… - Cold Regions Science …, 2021 - Elsevier
Determining avalanche activity corresponding to given snow and meteorological conditions
is an old problem of high practical relevance. To address it, numerous statistical forecasting …
is an old problem of high practical relevance. To address it, numerous statistical forecasting …
Temporal trends in avalanche activity in the French Alps and subregions: from occurrences and runout altitudes to unsteady return periods
N Eckert, CJ Keylock, H Castebrunet, A Lavigne… - Journal of …, 2013 - cambridge.org
We present an analysis of temporal trends in∼ 55 000 avalanches recorded between 1946
and 2010 in the French Alps and two north/south subregions. First, Bayesian hierarchical …
and 2010 in the French Alps and two north/south subregions. First, Bayesian hierarchical …
A spatio-temporal modelling framework for assessing the fluctuations of avalanche occurrence resulting from climate change: application to 60 years of data in the …
Based on a previous township-scale model, a spatio-temporal framework is proposed to
study the fluctuations of avalanche occurrence possibly resulting from climate change. The …
study the fluctuations of avalanche occurrence possibly resulting from climate change. The …
Snow and weather climatic control on snow avalanche occurrence fluctuations over 50 yr in the French Alps
H Castebrunet, N Eckert, G Giraud - Climate of the Past, 2012 - cp.copernicus.org
Snow avalanche activity is controlled to a large extent by snow and weather patterns.
However, its response to climate fluctuations remains poorly documented. Previous studies …
However, its response to climate fluctuations remains poorly documented. Previous studies …
[HTML][HTML] Extreme avalanche cycles: Return levels and probability distributions depending on snow and meteorological conditions
Remarkable episodes of avalanche events, so-called snow avalanche cycles, are recurring
threats to people and infrastructures in mountainous areas. This study focuses on the hazard …
threats to people and infrastructures in mountainous areas. This study focuses on the hazard …
Winter–spring prediction of snow avalanche susceptibility using optimisation multi-source heterogeneous factors in the Western Tianshan Mountains, China
J Yang, Q He, Y Liu - Remote Sensing, 2022 - mdpi.com
Data-driven methods are commonly applied in avalanche hazard evaluation. However, few
studies have tapped into the relationship between the explanatory variables and avalanche …
studies have tapped into the relationship between the explanatory variables and avalanche …
[HTML][HTML] Assessing the response of snow avalanche runout altitudes to climate fluctuations using hierarchical modeling: application to 61 winters of data in France
N Eckert, H Baya, M Deschâtres - Journal of Climate, 2010 - journals.ametsoc.org
Snow avalanches are natural hazards strongly controlled by the mountain winter climate, but
their recent response to climate change has thus far been poorly documented. In this paper …
their recent response to climate change has thus far been poorly documented. In this paper …