Towards the systematic reconnaissance of seismic signals from glaciers and ice sheets – Part 2: Unsupervised learning for source process characterization

• Published in: The Cryosphere
• Main Authors: Latto, Rebecca B., Turner, Ross J., Reading, Anya M., Cook, Sue, Kulessa, Bernd, Winberry, J. Paul
• Format: Text
• Language: English
• Published: 2024
• Subjects: Ice Sheet; Ice Shelf; Ross Ice Shelf; Whillans Ice Stream
• Online Access: https://doi.org/10.5194/tc-18-2081-2024; https://tc.copernicus.org/articles/18/2081/2024/

Given the high number and diversity of events in a typical cryoseismic dataset, in particular those recorded on ice sheet margins, it is desirable to use a semi-automated method of grouping similar events for reconnaissance and ongoing analysis. We present a workflow for employing semi-unsupervised...