Articles | Volume 12, issue 9
https://doi.org/10.5194/nhess-12-2893-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/nhess-12-2893-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
13 Sep 2012
Research article |
| 13 Sep 2012
Automated detection of snow avalanche deposits: segmentation and classification of optical remote sensing imagery
M. J. Lato
Norwegian Geotechnical Institute, Pb. 3930 Ullevaal Stadion, 0806 Oslo, Norway
R. Frauenfelder
Norwegian Geotechnical Institute, Pb. 3930 Ullevaal Stadion, 0806 Oslo, Norway
Y. Bühler
WSL Institute for Snow and Avalanche Research SLF, Flüelastrasse 11, 7260 Davos, Switzerland
Viewed
Total article views: 4,011 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,730 | 2,147 | 134 | 4,011 | 139 | 149 |
- HTML: 1,730
- PDF: 2,147
- XML: 134
- Total: 4,011
- BibTeX: 139
- EndNote: 149
Cited
43 citations as recorded by crossref.
- A large wet snow avalanche cycle in West Greenland quantified using remote sensing and in situ observations J. Abermann et al. 10.1007/s11069-019-03655-8
- Snow avalanche detection and mapping in multitemporal and multiorbital radar images from TerraSAR-X and Sentinel-1 S. Leinss et al. 10.5194/nhess-20-1783-2020
- Automatic detection of wet-snow avalanche seismic signals C. Hammer et al. 10.1007/s11069-016-2707-0
- GIS-Based Spatial Modeling of Snow Avalanches Using Analytic Hierarchy Process. A Case Study of the Šar Mountains, Serbia U. Durlević et al. 10.3390/atmos13081229
- Remote sensing of snow avalanches: Recent advances, potential, and limitations M. Eckerstorfer et al. 10.1016/j.coldregions.2015.11.001
- Detection and mapping of snow avalanche debris from Western Himalaya, India using remote sensing satellite images K. Singh et al. 10.1080/10106049.2020.1762762
- Dynamic spatiotemporal quantification of avalanches in the Central Tianshan Mountains by integrating air–space–ground collaborative sensing and snow field–terrain filters J. Yang et al. 10.1080/17538947.2024.2432525
- Automated Snow Avalanche Monitoring and Alert System Using Distributed Acoustic Sensing in Norway A. Turquet et al. 10.3390/geohazards5040063
- Spatial heterogeneity and temporal tendency of channeled snow avalanche activity retrieved from Landsat images in the maritime snow climate of the Parlung Tsangpo catchment, southeastern Tibet H. Wen et al. 10.1016/j.coldregions.2024.104206
- Automated snow avalanche monitoring for Austria: State of the art and roadmap for future work K. Kapper et al. 10.3389/frsen.2023.1156519
- Mapping snow avalanche debris by object-based classification in mountainous regions from Sentinel-1 images and causative indices Y. Liu et al. 10.1016/j.catena.2021.105559
- A study of extreme snowfall during 2019 and 2020 across the Kashmir Himalaya M. Rafiq et al. 10.1002/wea.3938
- Automatic Detection of Regional Snow Avalanches with Scattering and Interference of C-band SAR Data J. Yang et al. 10.3390/rs12172781
- Automatic detection of snow avalanche debris in central Svalbard using C-band SAR data D. Wesselink et al. 10.1080/17518369.2017.1333236
- Automatic Color Detection-Based Method Applied to Sentinel-1 SAR Images for Snow Avalanche Debris Monitoring A. Karas et al. 10.1109/TGRS.2021.3131853
- Robust snow avalanche detection using supervised machine learning with infrasonic sensor arrays T. Thüring et al. 10.1016/j.coldregions.2014.12.014
- Snow avalanche susceptibility assessment based on ensemble machine learning model in the central Shaluli Mountain R. Bian et al. 10.3389/feart.2022.880711
- Remote Sensing Techniques for Assessing Snow Avalanche Formation Factors and Building Hazard Monitoring Systems N. Denissova et al. 10.3390/atmos15111343
- Estimating Traffic in Urban Areas from Very-High Resolution Aerial Images J. Reksten & A. Salberg 10.1080/01431161.2020.1815891
- Avalanche susceptibility factors, trends, techniques, and practices in Indian Himalaya: A review K. Thakur et al. 10.1016/j.earscirev.2025.105207
- Identification and assessment of avalanche hazards in Aerxiangou section of Duku expressway in TianShan mountainous region based on unmanned aerial vehicle photography Q. Cheng et al. 10.1016/j.rcar.2025.01.004
- Automated snow avalanche release area delineation in data-sparse, remote, and forested regions J. Sykes et al. 10.5194/nhess-22-3247-2022
- Early warning of snow-caused disasters in pastoral areas on the Tibetan Plateau W. Wang et al. 10.5194/nhess-13-1411-2013
- Manual detection of snow avalanche debris using high-resolution Radarsat-2 SAR images M. Eckerstorfer & E. Malnes 10.1016/j.coldregions.2015.08.016
- Near-Real Time Automatic Snow Avalanche Activity Monitoring System Using Sentinel-1 SAR Data in Norway M. Eckerstorfer et al. 10.3390/rs11232863
- Avalanche size estimation and avalanche outline determination by experts: reliability and implications for practice E. Hafner et al. 10.5194/nhess-23-2895-2023
- Review article: Snow and ice avalanches in high mountain Asia – scientific, local and indigenous knowledge A. Acharya et al. 10.5194/nhess-23-2569-2023
- Avalanche Hazard Modelling within the Kráľova Hoľa Area in the Low Tatra Mountains in Slovakia V. Košová et al. 10.3390/land11060766
- Automated snow avalanche release area delineation – validation of existing algorithms and proposition of a new object-based approach for large-scale hazard indication mapping Y. Bühler et al. 10.5194/nhess-18-3235-2018
- Avalanche debris detection from Sentinel-2 data using fuzzy machine learning and colour spaces for the Indian Himalaya A. Abhinav et al. 10.1080/2150704X.2025.2488532
- Automated identification of potential snow avalanche release areas based on digital elevation models Y. Bühler et al. 10.5194/nhess-13-1321-2013
- Automating avalanche detection in ground-based photographs with deep learning J. Fox et al. 10.1016/j.coldregions.2024.104179
- Mapping avalanches with satellites – evaluation of performance and completeness E. Hafner et al. 10.5194/tc-15-983-2021
- When it comes to Earth observations in AI for disaster risk reduction, is it feast or famine? A topical review M. Kuglitsch et al. 10.1088/1748-9326/acf601
- Regional snow-avalanche detection using object-based image analysis of near-infrared aerial imagery K. Korzeniowska et al. 10.5194/nhess-17-1823-2017
- Combining OBIA, CNN, and UAV photogrammetry for automated avalanche deposit detection and characterization S. Dewali et al. 10.1016/j.asr.2023.06.033
- A method for automated snow avalanche debris detection through use of synthetic aperture radar (SAR) imaging H. Vickers et al. 10.1002/2016EA000168
- Snow avalanche in the Indian Himalayas: Hazard zonation and climate change trends in Kullu region of Himachal Pradesh, India J. Bansal et al. 10.1016/j.pce.2025.103882
- Mapping and characterization of avalanches on mountain glaciers with Sentinel-1 satellite imagery M. Kneib et al. 10.5194/tc-18-2809-2024
- Where are the avalanches? Rapid SPOT6 satellite data acquisition to map an extreme avalanche period over the Swiss Alps Y. Bühler et al. 10.5194/tc-13-3225-2019
- Automated avalanche mapping from SPOT 6/7 satellite imagery with deep learning: results, evaluation, potential and limitations E. Hafner et al. 10.5194/tc-16-3517-2022
- Intercomparison of photogrammetric platforms for spatially continuous snow depth mapping L. Eberhard et al. 10.5194/tc-15-69-2021
- Glacier changes on the Nanga Parbat 1856–2020: A multi-source retrospective analysis M. Nüsser & S. Schmidt 10.1016/j.scitotenv.2021.147321
Latest update: 17 Sep 2025
