Articles | Volume 13, issue 5
https://doi.org/10.5194/nhess-13-1321-2013
© Author(s) 2013. 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-13-1321-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Automated identification of potential snow avalanche release areas based on digital elevation models
Y. Bühler
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
S. Kumar
Snow and Avalanche Study Establishment, RDC SASE, Chandigarh, India
J. Veitinger
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Department of Geography, University of Zurich, Zurich, Switzerland
M. Christen
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
A. Stoffel
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Snehmani
Snow and Avalanche Study Establishment, RDC SASE, Chandigarh, India
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- An online platform for spatial and iterative modelling with Bayesian Networks A. Stritih et al. 10.1016/j.envsoft.2020.104658
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- Coupled Snow Cover and Avalanche Dynamics Simulations to Evaluate Wet Snow Avalanche Activity N. Wever et al. 10.1029/2017JF004515
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- A novel framework for seamless mosaic of Cartosat-1 DEM scenes R. Datla & C. Mohan 10.1016/j.cageo.2020.104619
- Geospatial probabilistic modelling for release area mapping of snow avalanches S. Kumar et al. 10.1016/j.coldregions.2019.102813
- Spatial modelling of gully erosion in Mazandaran Province, northern Iran M. Zabihi et al. 10.1016/j.catena.2017.10.010
- Influence of snow depth distribution on surface roughness in alpine terrain: a multi-scale approach J. Veitinger et al. 10.5194/tc-8-547-2014
- A complete snow avalanche activity record from a Norwegian forecasting region using Sentinel-1 satellite-radar data M. Eckerstorfer et al. 10.1016/j.coldregions.2017.08.004
- 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
- Mass wasting susceptibility assessment of snow avalanches using machine learning models B. Choubin et al. 10.1038/s41598-020-75476-w
- Evidence for 40 Years of Treeline Shift in a Central Alpine Valley E. Frei et al. 10.3390/f14020412
- Universal Snow Avalanche Modeling Index Based on SAFI–Flow-R Approach in Poorly-Gauged Regions U. Durlević et al. 10.3390/ijgi13090315
- Large-scale risk assessment on snow avalanche hazard in alpine regions G. Ortner et al. 10.5194/nhess-23-2089-2023
- Integrating Traditional Knowledge with GIS for Snow Avalanche Susceptibility Mapping in Kargil-Ladakh Region of Trans-Himalayan India M. Akbar et al. 10.1007/s41324-022-00471-4
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- Snow Avalanche Assessment in Mass Movement-Prone Areas: Results from Climate Extremization in Relationship with Environmental Risk Reduction in the Prati di Tivo Area (Gran Sasso Massif, Central Italy) M. Fazzini et al. 10.3390/land10111176
- Uncertainty Analysis of Digital Elevation Models by Spatial Inference From Stable Terrain R. Hugonnet et al. 10.1109/JSTARS.2022.3188922
- GIS-based determination of potential snow avalanche areas: A case study of Rize Province of Türkiye E. Çolak et al. 10.26833/ijeg.1367334
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- The effects of geological surroundings on earthquake-induced snow avalanche prone areas in the Kopaonik region B. Bulajić et al. 10.1016/j.coldregions.2018.02.005
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- Snow avalanche susceptibility of the Circo de Gredos (Iberian Central System, Spain) R. Soteres et al. 10.1080/17445647.2020.1717655
- Climate warming enhances snow avalanche risk in the Western Himalayas J. Ballesteros-Cánovas et al. 10.1073/pnas.1716913115
- Manual detection of snow avalanche debris using high-resolution Radarsat-2 SAR images M. Eckerstorfer & E. Malnes 10.1016/j.coldregions.2015.08.016
- 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
- An efficient algorithm for detection of seasonal snow cover variations over undulating North Indian Himalayas, India S. Singh et al. 10.1016/j.asr.2019.04.016
- Spatial Modeling of Snow Avalanche Using Machine Learning Models and Geo-Environmental Factors: Comparison of Effectiveness in Two Mountain Regions O. Rahmati et al. 10.3390/rs11242995
- 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
- A Topography-Informed Morphology Approach for Automatic Identification of Forest Gaps Critical to the Release of Avalanches J. Breschan et al. 10.3390/rs10030433
- Multivariate parameter optimization for computational snow avalanche simulation J. Fischer et al. 10.3189/2015JoG14J168
- Automated snow avalanche release area delineation in data-sparse, remote, and forested regions J. Sykes et al. 10.5194/nhess-22-3247-2022
- Analogy between grid-based modeling of landslide and avalanche using GIS with surface flow analysis S. Kim & H. Park 10.1007/s10064-017-1144-y
- Limited impact of microtopography on alpine plant distribution K. Chytrý et al. 10.1111/ecog.06744
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- Ice Aprons in the Mont-Blanc Massif (Western European Alps): Topographic Characteristics and Relations with Other Types of Glaciers S. Kaushik et al. 10.2139/ssrn.4051434
- Parameter importance assessment improves efficacy of machine learning methods for predicting snow avalanche sites in Leh-Manali Highway, India A. Tiwari et al. 10.1016/j.scitotenv.2021.148738
- Avalanche hazard mitigation in east Karakoram mountains A. Singh et al. 10.1007/s11069-020-04329-6
- Toward Urban Water Security: Broadening the Use of Machine Learning Methods for Mitigating Urban Water Hazards M. Allen-Dumas et al. 10.3389/frwa.2020.562304
- Application of remote sensing techniques and machine learning algorithms in dust source detection and dust source susceptibility mapping M. Boroughani et al. 10.1016/j.ecoinf.2020.101059
- Ice Aprons in the Mont Blanc Massif (Western European Alps): Topographic Characteristics and Relations with Glaciers and Other Types of Perennial Surface Ice Features S. Kaushik et al. 10.3390/rs14215557
- 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
- Describing the severity of avalanche terrain numerically using the observed terrain selection practices of professional guides S. Thumlert & P. Haegeli 10.1007/s11069-017-3113-y
- Application of machine learning methods for snow avalanche susceptibility mapping in the Parlung Tsangpo catchment, southeastern Qinghai-Tibet Plateau H. Wen et al. 10.1016/j.coldregions.2022.103535
- Analysis of the Temporal Evolution of Ice Aprons in the Mont-Blanc Massif Using X and C-Band SAR Images S. Kaushik et al. 10.3389/frsen.2022.930021
- 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
- Remote sensing of snow avalanches: Recent advances, potential, and limitations M. Eckerstorfer et al. 10.1016/j.coldregions.2015.11.001
- Bayesian Inference in Snow Avalanche Simulation with r.avaflow J. Fischer et al. 10.3390/geosciences10050191
- Automated mapping of snow/ice surface temperature using Landsat-8 data in Beas River basin, India, and validation with wireless sensor network data D. Singh et al. 10.1007/s12517-018-3497-3
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- Snow avalanche susceptibility along Mughal Road, North-western Himalaya using geospatial techniques I. Bhat et al. 10.1007/s12517-023-11839-7
- Impact of information presentation on interpretability of spatial hazard information: lessons from a study in avalanche safety K. Fisher et al. 10.5194/nhess-21-3219-2021
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- A method of deriving operation-specific ski run classes for avalanche risk management decisions in mechanized skiing R. Sterchi & P. Haegeli 10.5194/nhess-19-269-2019
- GIS-based spatial modeling of snow avalanches using four novel ensemble models P. Yariyan et al. 10.1016/j.scitotenv.2020.141008
- Snow avalanche activity in Żleb Żandarmerii in a time of climate change (Tatra Mts., Poland) B. Gądek et al. 10.1016/j.catena.2017.07.005
- Accuracy assessment of the global TanDEM-X digital elevation model in a mountain environment K. Gdulová et al. 10.1016/j.rse.2020.111724
- A method for automated snow avalanche debris detection through use of synthetic aperture radar (SAR) imaging H. Vickers et al. 10.1002/2016EA000168
- Large-ensemble climate simulations to assess changes in snow stability over northern Japan Y. Katsuyama et al. 10.1017/jog.2022.85
- Evaluation of afforestations for avalanche protection with orthoimages using the random forest algorithm T. Grätz et al. 10.1007/s10342-023-01640-2
- Avalanche situation in Turkey and back calculation of selected events A. Aydin et al. 10.5194/nhess-14-1145-2014
- Automatic detection of snow avalanche debris in central Svalbard using C-band SAR data D. Wesselink et al. 10.1080/17518369.2017.1333236
- Automated avalanche hazard indication mapping on a statewide scale Y. Bühler et al. 10.5194/nhess-22-1825-2022
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- Novel indices for snow avalanche protection assessment and monitoring of wind-disturbed forests T. Baggio et al. 10.1016/j.ecoleng.2022.106677
Latest update: 05 Nov 2024