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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 …
Snow and ice avalanches in high mountain Asia–scientific, local and indigenous knowledge
The cryosphere in high mountain Asia (HMA) not only sustains the livelihoods of people
residing downstream through its capacity to store water but also holds the potential for …
residing downstream through its capacity to store water but also holds the potential for …
[HTML][HTML] Combining modelled snowpack stability with machine learning to predict avalanche activity
Predicting avalanche activity from meteorological and snow cover simulations is critical in
mountainous areas to support operational forecasting. Several numerical and statistical …
mountainous areas to support operational forecasting. Several numerical and statistical …
Map** and characterization of avalanches on mountain glaciers with Sentinel-1 satellite imagery
Avalanches are important contributors to the mass balance of glaciers located in mountain
ranges with steep topographies. Avalanches result in localized over-accumulation that is …
ranges with steep topographies. Avalanches result in localized over-accumulation that is …
Insights into segmentation methods applied to remote sensing sar images for wet snow detection
A Guiot, F Karbou, G James, P Durand - Geosciences, 2023 - mdpi.com
Monitoring variations in the extent of wet snow over space and time is essential for many
applications, such as hydrology, mountain ecosystems, meteorology and avalanche …
applications, such as hydrology, mountain ecosystems, meteorology and avalanche …
Snow Avalanche Debris Analysis Using Time Series of Dual-Polarimetric Synthetic Aperture Radar Data
S Schlaffer, M Schlögl - IEEE Journal of Selected Topics in …, 2024 - ieeexplore.ieee.org
Snow avalanches constitute a dangerous natural hazard in snow-clad mountain regions.
Spaceborne synthetic aperture radar (SAR) has emerged as an effective tool for monitoring …
Spaceborne synthetic aperture radar (SAR) has emerged as an effective tool for monitoring …
[HTML][HTML] Automating avalanche detection in ground-based photographs with deep learning
Automated avalanche detection has previously relied on satellite imagery, which is typically
unsuitable for real-time monitoring due to long revisit times. To address this, we propose …
unsuitable for real-time monitoring due to long revisit times. To address this, we propose …
Interactive snow avalanche segmentation from webcam imagery: results, potential, and limitations
For many safety-related applications such as hazard map** or road management, well-
documented avalanche events are crucial. Nowadays, despite the variety of research …
documented avalanche events are crucial. Nowadays, despite the variety of research …
Snow Avalanche Frequency Estimation (SAFE): 32 years of monitoring remote avalanche depositional zones in high mountains of Afghanistan
Snow avalanches are the predominant hazards in winter in high-elevation mountains. They
cause damage to both humans and assets but cannot be accurately predicted. Here we …
cause damage to both humans and assets but cannot be accurately predicted. Here we …
Combining snow physics and machine learning to predict avalanche activity: does it help?
L Viallon-Galinier, P Hagenmuller… - The Cryosphere …, 2022 - tc.copernicus.org
Predicting avalanche activity from meteorological and snow cover simulations is critical in
mountainous areas to support operational forecasting. Several numerical and statistical …
mountainous areas to support operational forecasting. Several numerical and statistical …