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- Title: DATA-DRIVEN PREDICTION OF SATELLITE-OBSERVED AVALANCHE ACTIVITY FROM SNOWPACK SIMULATIONS
- Date: 2026-09-28
- Authors: Jakob Grahn, Filippo Maria Bianchi, Bert Kruyt, Karsten Müller
- Description: Avalanche forecasting requires knowledge of the snowpack and recent avalanche activity, but both are difficult to keep track of across large mountain ...
- Object ID: ISSW2026_P2.46.pdf
- Keywords: avalanche activity; synthetic aperture radar; snowpack; deep learning; remote sensing
- View additional details about DATA-DRIVEN PREDICTION OF SATELLITE-OBSERVED AVALANCHE ACTIVITY FROM SNOWPACK SIMULATIONS
- Title: AVALANCHE FORECASTING ON THE VERGE: EPHEMERAL SNOWPACKS, CLIMATIC SHIFTS, AND THE EVOLUTION OF ARIZONA'S WINTERS
- Date: 2026-09-28
- Authors: W. Tanner Porter, Paul Dawson, Mathieu Brown, Troy Marino, Len Necefer, David Lovejoy
- Description: Arizona seems an improbable ski locale given North America's mountainous geography, yet its high-elevation sky islands support multiple winter backcou...
- Object ID: ISSW2026_P2.49.pdf
- Keywords: avalanche forecasting, climate change, risk communication, machine learning, snow-pack variability
- View additional details about AVALANCHE FORECASTING ON THE VERGE: EPHEMERAL SNOWPACKS, CLIMATIC SHIFTS, AND THE EVOLUTION OF ARIZONA'S WINTERS
- Title: LAYERWISE: A FRACTURE-MECHANICAL CONCEPT FOR SNOW PROFILE INTERPRETATION
- Date: 2026-09-28
- Authors: Yannik Werner, Valentin Adam, Stephan Harvey, Mary Kate Carara, Samuel Verplanck, Alec van Herwijnen, Florian Rheinschmidt, Philipp Weißgraeber, Philipp L. Rosendahl
- Description: When interpreting a snow profile, snow industry professionals rely on accumulated knowledge and intuition to judge overall snowpack stability. Explici...
- Object ID: ISSW2026_P3.33.pdf
- Keywords: snow stability assessment, analytical modelling, decision support, interactive learning, avalanche initiation, propagation potential
- View additional details about LAYERWISE: A FRACTURE-MECHANICAL CONCEPT FOR SNOW PROFILE INTERPRETATION
- Title: STUDENTS' REFLECTIVE EXPERIENCES AND THE DEVELOPMENT OF A STRAEGIC MINDSET FOR DECISIONS IN AVALANCE TERRAIN
- Date: 2026-09-28
- Authors: Linda Hallandvik, Odd L. Vikene
- Description: Travel in avalanche terrain requires more than technical knowledge of snow, weather, and terrain. Research has repeatedly shown that human factors and...
- Object ID: ISSW2026_P4.56.pdf
- Keywords: decision-making, avalanche education, transparent guiding, strategic mindset, experiential learning.
- View additional details about STUDENTS' REFLECTIVE EXPERIENCES AND THE DEVELOPMENT OF A STRAEGIC MINDSET FOR DECISIONS IN AVALANCE TERRAIN
- Title: HUMAN VS. MACHINE - COMPARING MODEL PREDICTIONS AND HUMAN FORECASTS OF AVALANCHE DANGER AND SNOW INSTABILITY IN THE SWISS ALPS
- Date: 2024-09-23
- Authors: Frank Techel, Andrea Helfenstein, Stephanie Mayer, Cristina Pérez-Guillén, Ross Purves, Marc Ruesch, Günter Schmudlach, Katia Soland, Kurt Winkler
- Description: In recent years, the integration of physical snowpack models coupled with machine-learning techniques has become more prevalent in public avalanche fo...
- Object ID: ISSW2024_O1.6.pdf
- Keywords: public avalanche forecasting, forecast verification, machine learning, model-driven predictions
- View additional details about HUMAN VS. MACHINE - COMPARING MODEL PREDICTIONS AND HUMAN FORECASTS OF AVALANCHE DANGER AND SNOW INSTABILITY IN THE SWISS ALPS
- Title: DATA-DRIVEN AVALANCHE FORECASTING - USING WEATHER AND SATELLITE DATA
- Date: 2024-09-23
- Authors: Jakob Grahn, Filippo Maria Bianchi, Karsten Müller, Eirik Malnes
- Description: Avalanche forecasting is essential for safety in mountainous regions where avalanches
threaten human life and infrastructure. Traditional methods for...
- Object ID: ISSW2024_O1.7.pdf
- Keywords: avalanche, forecasting, machine learning, satellite, meteorology
- View additional details about DATA-DRIVEN AVALANCHE FORECASTING - USING WEATHER AND SATELLITE DATA
- Title: INTEGRATING AUTOMATED AVALANCHE DETECTIONS FOR VALIDATING AND EXPLAINING AVALANCHE FORECASTING MODELS
- Date: 2024-09-23
- Authors: Cristina Pérez-Guillén, Andri Simeon, Frank Techel, Michele Volpi, Betty Sovilla, Alec van Herwijnen
- Description: Snow avalanches are the deadliest natural hazards in Switzerland and cause significant economic losses annually. Therefore, avalanche detection and pr...
- Object ID: ISSW2024_O1.9.pdf
- Keywords: avalanche forecasting, automatic avalanche detection, machine learning models
- View additional details about INTEGRATING AUTOMATED AVALANCHE DETECTIONS FOR VALIDATING AND EXPLAINING AVALANCHE FORECASTING MODELS
- Title: METEOROLOGICAL AND SNOWPACK PROPERTIES ASSOCIATED WITH CRUST-ADJACENT PERSISTENT WEAK LAYERS. PART 2: APPLYING THEORY TO OBSERVED PATTERNS
- Date: 2024-09-23
- Authors: Andrew Schauer, Andy Moderow, Aleph Johnston-Bloom
- Description: Over the past nine seasons, ten substantial melt-freeze crusts formed in avalanche start zones
along Turnagain Pass, in the heart of Alaska’s Chuga...
- Object ID: ISSW2024_P1.14.pdf
- Keywords: crust, persistent weak layer, machine learning
- View additional details about METEOROLOGICAL AND SNOWPACK PROPERTIES ASSOCIATED WITH CRUST-ADJACENT PERSISTENT WEAK LAYERS. PART 2: APPLYING THEORY TO OBSERVED PATTERNS
- Title: FROM NOTEBOOK TO CAAML — DIGITIZING HANDWRITTEN SNOW PROFILES
- Date: 2024-09-23
- Authors: Aron Widforss, Øystein Myhre, Erik Edin
- Description: Most digital snow profile solutions have an unergonomic data entry step, and manually converting profiles from notebooks to a digital representation i...
- Object ID: ISSW2024_P1.25.pdf
- Keywords: caaml, snow profile, digitization, snow observations, machine learning
- View additional details about FROM NOTEBOOK TO CAAML — DIGITIZING HANDWRITTEN SNOW PROFILES
- Title: EVALUATION OF THE TRANSFERABILITY TO THE PYRENEES OF MACHINE LEARNING MODELS DEVELOPED FOR AVALANCHE FORECASTING IN THE SWISS ALPS
- Date: 2024-09-23
- Authors: Montse Bacardit, Cristina Pérez-Guillén, Jordi Gavaldà Bordes, Ivan Moner Seira, Martin Hendrick, Fabiano Monti
- Description: Avalanche forecasting is crucial for ensuring safety and mobility in snow-covered mountainous regions worldwide. While traditional avalanche forecasts...
- Object ID: ISSW2024_P1.27.pdf
- Keywords: machine learning, avalanche forecasting, avalanche danger, avalanche activity, snowpack model
- View additional details about EVALUATION OF THE TRANSFERABILITY TO THE PYRENEES OF MACHINE LEARNING MODELS DEVELOPED FOR AVALANCHE FORECASTING IN THE SWISS ALPS
- Title: MACHINE LEARNING FOR AVALANCHE ACTIVITY FORECASTING: COMBINING THE KNOWLEDGE OF PAST AVALANCHE ACTIVITY AND SNOW MODELLING
- Date: 2024-09-23
- Authors: Léo Viallon-Galinier, Marianne Poussereau, Pascal Hagenmuller, Matthieu Lafaysse
- Description: Predicting avalanche activity is critical in mountainous areas to support early warning services. For this purpose, and to complement field observatio...
- Object ID: ISSW2024_O3.9.pdf
- Keywords: avalanche, machine learning, snow modelling
- View additional details about MACHINE LEARNING FOR AVALANCHE ACTIVITY FORECASTING: COMBINING THE KNOWLEDGE OF PAST AVALANCHE ACTIVITY AND SNOW MODELLING
- Title: AVALANCHE INFRASOUND SIGNAL CLASSIFICATION USING MACHINE LEARNING
- Date: 2024-09-23
- Authors: Jeffrey B Johnson, Scott Havens, Clark Corey, Evi Ofekeze, Skyler Chase, Owen Walsh, Jerry Mock, Hans Peter Marshall
- Description: Infrasound monitoring is an established technology for detecting and locating snow avalanches using array processing techniques. Infrasound arrays are...
- Object ID: ISSW2024_O8.2.pdf
- Keywords: infrasound, snow avalanche dynamics, avalanche hazard mitigation, machine learning
- View additional details about AVALANCHE INFRASOUND SIGNAL CLASSIFICATION USING MACHINE LEARNING
- Title: OPTICAL MONITORING OF AVALANCHE REALEASE ZONES IN BESSANS, HAUTE MAURIENNE VALLEY, FRANCE, WITH A REMOTE AND ENERGY SELF-SUFFICIENT CAMERA SYSTEM
- Date: 2024-09-23
- Authors: Ishak Barkat, Christophe Lin-Kwong-Chon, Alain Duclos, Maxence Carrel, Severin Staehly, Cédric Périllat, Gaëlle Bourgeois, Anne Lescurier, Roger Fiandino, Argheesh Bhanot, Frédéric Pourraz
- Description: The slopes between the Pointes du Chatelard and the Pointe de Claret in the Vanoise National ˆ
Park, Haute-Maurienne in France are located right abo...
- Object ID: ISSW2024_O8.8.pdf
- Keywords: avalanche monitoring, energy self-sufficient camera system, image processing, digital image correlation, deep learning.
- View additional details about OPTICAL MONITORING OF AVALANCHE REALEASE ZONES IN BESSANS, HAUTE MAURIENNE VALLEY, FRANCE, WITH A REMOTE AND ENERGY SELF-SUFFICIENT CAMERA SYSTEM
- Title: COMBINING MACHINE LEARNING TECHNIQUES FOR THE AUTOMATED DETECTION OF AVALANCHES IN SEISMIC DATA
- Date: 2024-09-23
- Authors: Cristina Pérez-Guillén, Andri Simeon, Christine Seupel, Michele Volpi, Nicola Widmer, Alec van Herwijnen
- Description: The destructive power of avalanches demands fast detection and early warning systems to mitigate avalanche risk in mountain areas. Since avalanches ar...
- Object ID: ISSW2024_P8.26.pdf
- Keywords: automatic avalanche detection, seismic monitoring and machine learning models
- View additional details about COMBINING MACHINE LEARNING TECHNIQUES FOR THE AUTOMATED DETECTION OF AVALANCHES IN SEISMIC DATA
- Title: AUTOMATED SNOW AVALANCHE MAPPING WITH DEEP LEARNING IN AERIAL IMAGERY FROM THE EXTREME AVALANCHE WINTER OF 1999
- Date: 2024-09-23
- Authors: Mr. Jor Fergus Dal, Mrs. Elisabeth D. Hafner, Dr. Torben Peters, Dr. Dominik Narnhofer, Dr. Rodrigo Caye Daudt, Mr. Holger Heisig, Dr. Yves Bühler
- Description: Snow avalanches are a major natural hazard in mountainous areas, posing a significant risk to
lives and infrastructure. Knowing the location, frequen...
- Object ID: ISSW2024_P9.3.pdf
- Keywords: avalanche mapping, remote sensing, deep learning
- View additional details about AUTOMATED SNOW AVALANCHE MAPPING WITH DEEP LEARNING IN AERIAL IMAGERY FROM THE EXTREME AVALANCHE WINTER OF 1999
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