Improving ice thickness estimation of glaciers using deep learning methods : a case study in the Swiss Alps

Lorenzo Lopez-Uroz, Yajing Yan, Alexandre Benoit, Antoine Rabatel, Amaury Dehecq, Sophie Giffard-Roisin
April 2023
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Image credit: Unsplash
Publication
EGU General Assembly 2023
Source Themes
Lorenzo Lopez-Uroz
Lorenzo Lopez-Uroz
Ph.D Student
Yajing Yan
Yajing Yan
Associate Professor of Remote Sensing for Earth Observation

My research interests include Interferometry SAR, multi-temporal analysis, data inversion, data assimilation and machine learning.

Alexandre Benoit
Alexandre Benoit
Professor of Deep Learning

My research interests include image and video processing, deep learning

Antoine Rabatel
Antoine Rabatel
Physicist CNAP/SCOA on Glaciology

I am a glaciologist with main interests on mountain glaciers.

Sophie Giffard-Roisin
Sophie Giffard-Roisin
Researcher IRD of Machine Learning

My research focuses on applied maths and computer science, and more particularly machine learning techniques for natural hazards, computational sustainability and climate informatics.