Your search for Keyword "deep learning"resulted in 5 records.
- Title: FROM SCOTTISH SNOW PATCHES TO GLOBAL SNOW COVER: A DEEP LEARNING APPROACH TO SNOW COVER FRACTION RETRIEVAL
- Date: 2026-09-28
- Authors: Leam Howe, Richard Essery, Elliot J. Crowley
- Description: Optical snow mapping products are often developed and validated on regions with deep, clean, continuous snowpacks under clear skies. Maritime mountain...
- Object ID: ISSW2026_P1.59.pdf
- Keywords: snow cover mapping, fractional snow cover, remote sensing, sentinel-2, deep learning, maritime snowpack, scotland
- View additional details about FROM SCOTTISH SNOW PATCHES TO GLOBAL SNOW COVER: A DEEP LEARNING APPROACH TO SNOW COVER FRACTION RETRIEVAL
- 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: 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: 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
- Title: DEEP LEARNING FOR REAL-TIME AVALANCHE DETECTION IN WEBCAM IMAGES
- Date: 2023-10-08
- Authors: James Fox, Anna Siebenbrunner, Sandra Reitinger, David Peer, Antonio Rodríguez-Sánchez
- Description: Continuous snow avalanche monitoring is essential to enable rapid responses to avalanche incidents. However, existing satellite-based methods of remot...
- Object ID: ISSW2023_P3.47.pdf
- Keywords: avalanche detection, avalanche monitoring, avalanche, snow avalanche, remote sensing, deep learning
- View additional details about DEEP LEARNING FOR REAL-TIME AVALANCHE DETECTION IN WEBCAM IMAGES