Remote sensing of snow avalanches: Recent advances, potential, and limitations
Snow avalanches are the main natural hazard in snow covered mountainous areas
worldwide, frequently threatening lives and infrastructure. Avalanche research is inherently …
worldwide, frequently threatening lives and infrastructure. Avalanche research is inherently …
Analysing changes of the Poyang Lake water area using Sentinel-1 synthetic aperture radar imagery
Poyang Lake is the largest freshwater lake in China. Monitoring changes of its water area is
essential for the conservation of important wetlands and ecological resources, and plays an …
essential for the conservation of important wetlands and ecological resources, and plays an …
Near-real time automatic snow avalanche activity monitoring system using Sentinel-1 SAR data in norway
Knowledge of the spatio-temporal occurrence of avalanche activity is critical for avalanche
forecasting. We present a near-real time automatic avalanche monitoring system that …
forecasting. We present a near-real time automatic avalanche monitoring system that …
Automatic color detection-based method applied to sentinel-1 sar images for snow avalanche debris monitoring
A Karas, F Karbou, S Giffard-Roisin… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
In this study, we develop a novel method to automatically detect areas of snow avalanche
debris using a color space segmentation technique applied to synthetic aperture radar …
debris using a color space segmentation technique applied to synthetic aperture radar …
[HTML][HTML] Can big data and random forests improve avalanche runout estimation compared to simple linear regression?
HB Toft, K Müller, J Hendrikx, C Jaedicke… - Cold Regions Science …, 2023 - Elsevier
Accurate prediction of snow avalanche runout-distances in a deterministic sense remains a
challenge due to the complexity of all the physical properties involved. Therefore, in many …
challenge due to the complexity of all the physical properties involved. Therefore, in many …
Manual detection of snow avalanche debris using high-resolution Radarsat-2 SAR images
M Eckerstorfer, E Malnes - Cold Regions Science and Technology, 2015 - Elsevier
Snow avalanches cause significant loss of life and infrastructure in snow covered mountain
areas worldwide. Our understanding and ability to forecast avalanche activity in space and …
areas worldwide. Our understanding and ability to forecast avalanche activity in space and …
Mapping snow avalanche debris by object-based classification in mountainous regions from Sentinel-1 images and causative indices
With the rapid development of satellite observation datasets, avalanche detection algorithms
are not as accurate as visual interpretation, limiting avalanche hazard management. To …
are not as accurate as visual interpretation, limiting avalanche hazard management. To …
Automatic detection of regional snow avalanches with scattering and interference of C-band SAR Data
Avalanche disasters are extremely destructive and catastrophic, often causing serious
casualties, economic losses and surface erosion. However, far too little attention has been …
casualties, economic losses and surface erosion. However, far too little attention has been …
Snow Avalanche Frequency Estimation (SAFE): 32 years of monitoring remote avalanche depositional zones in high mountains of Afghanistan
A Caiserman, RC Sidle, DR Gurung - The Cryosphere, 2022 - tc.copernicus.org
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 …
Backscatter characteristics of snow avalanches for mapping with local resolution weighting
C Tompkin, S Leinss - IEEE Journal of Selected Topics in …, 2021 - ieeexplore.ieee.org
Snow avalanches cause a sudden change of snow properties making them detectable with
synthetic aperture radar (SAR). However, steep alpine terrain combined with the slant view …
synthetic aperture radar (SAR). However, steep alpine terrain combined with the slant view …