Unsupervised Coherent Noise Removal From Seismological Distributed Acoustic Sensing Data

• Published in: Journal of geophysical research. Machine learning and computation Vol. 1; no. 4
• Main Authors: Konietzny, Sebastian, Lai, Voon Hui, Miller, Meghan S., Townend, John, Harmeling, Stefan
• Format: Journal Article
• Language: English
• Published: Wiley 01.12.2024
• Subjects: coherent noise; distributed acoustic sensing; machine learning; seismology; traffic

Recent advances in sensing technologies, particularly Distributed Acoustic Sensing (DAS), have significantly improved the collection and analysis of seismological data. DAS is a powerful method for detecting vibrations from various sources, including earthquakes. However, the vast amount of data pro...