Remote sensing of snow avalanches: Recent advances, potential, and limitations

M Eckerstorfer, Y Bühler, R Frauenfelder… - Cold Regions Science …, 2016 - Elsevier
Snow avalanches are the main natural hazard in snow covered mountainous areas
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

L Zeng, M Schmitt, L Li, XX Zhu - International Journal of Remote …, 2017 - Taylor & Francis
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 …

Near-real time automatic snow avalanche activity monitoring system using Sentinel-1 SAR data in norway

M Eckerstorfer, H Vickers, E Malnes, J Grahn - Remote Sensing, 2019 - mdpi.com
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 …

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 …

[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 …

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 …

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 …

Automatic detection of regional snow avalanches with scattering and interference of C-band SAR Data

J Yang, C Li, L Li, J Ding, R Zhang, T Han, Y Liu - Remote Sensing, 2020 - mdpi.com
Avalanche disasters are extremely destructive and catastrophic, often causing serious
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 …

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 …