Machine learning approaches to microseismic event detection in Distributed Acoustic Sensing (DAS) fibre-optic data

Anna Louise Stork1, Steve A Horne2, Sacha Lapins3, Alan F Baird1, Garth Naldrett4, J Michael Kendall5, James M Wookey5, Andy Clarke4 and James Verdon6, (1)University of Bristol, Bristol, BS8, United Kingdom, (2)Chevron ETC, London, United Kingdom, (3)University of Bristol, Bristol, United Kingdom, (4)Silixa Ltd., Hertfordshire, United Kingdom, (5)University of Bristol, School of Earth Sciences, Bristol, United Kingdom, (6)University of Bristol, School of Earth Science, Bristol, United Kingdom