Publications

A Little Data Goes a Long Way: Automating Seismic Phase Arrival Picking at Nabro Volcano with Transfer Learning

Lapins, S., Goitom, B., Kendall, J-M., Werner, M.J., Cashman, K.V., Hammond, J.O.S. (2021). "A Little Data goes a Long Way: Automating Seismic Phase Arrival Picking at Nabro Volcano with Transfer Learning." Journal of Geophysical Research: Solid Earth. 126(7). https://doi.org/10.1029/2021JB021910.

NB: This article also appears in the special issue: Machine Learning for Solid Earth Observation, Modeling, and Understanding.

Application of machine learning to microseismic event detection in distributed acoustic sensing data

Stork, A., Baird, A.F., Horne, S.A., Naldrett, G., Lapins, S., Kendall, J-M., Wookey, J., Verdon, J.P., Clarke, A., Williams, A. (2020). "Application of machine learning to microseismic event detection in distributed acoustic sensing data." Geophysics. 85(5). https://doi.org/10.1190/geo2019-0774.1.

Lower‐Crustal Seismicity on the Eastern Border Faults of the Main Ethiopian Rift

Lapins, S., Kendall, J-M., Ayele, A., Wilks, M., Nowacki, A., Cashman, K.V. (2020). "Lower‐Crustal Seismicity on the Eastern Border Faults of the Main Ethiopian Rift." Journal of Geophysical Research: Solid Earth. 125(8). https://doi.org/10.1029/2020JB020030.

An examination of the continuous wavelet transform for volcano-seismic spectral analysis

Lapins, S., Roman, D.C., Rougier, J., De Angelis, S., Cashman, K.V., Kendall, J-M. (2020). "An examination of the continuous wavelet transform for volcano-seismic spectral analysis." Journal of Volcanology and Geothermal Research. 389. https://doi.org/10.1016/j.jvolgeores.2019.106728.