Quantifying the Effects of Volcanic Snow Cover on InSAR Coherence Using a Computationally Inexpensive Neural Network

• Published in: Journal of geophysical research. Machine learning and computation Vol. 2; no. 3
• Main Authors: Bussard, R. C., Dufek, J., Wauthier, C., Townsend, M.
• Format: Journal Article
• Language: English
• Published: 01.09.2025

Interferometric Synthetic Aperture Radar (InSAR) measurements constrain ground movement across volcanic systems where the signal coherence remains high enough to retrieve quality phase information. A common phenomenon that degrades this coherence at volcanoes is snow cover. To study snow cover'...