Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data

The microseismic monitoring technique is widely applied to petroleum reservoirs to understand the process of hydraulic fracturing. Geophones continuously record the microseismic events triggered by fluid injection on the Earth's surface or in monitoring wells. The microseismic event localizatio...

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Veröffentlicht in:	IEEE transactions on geoscience and remote sensing 2022, Vol.60, p.1-12
Hauptverfasser:	Wang, Hanchen, Alkhalifah, Tariq, Waheed, Umair bin, Birnie, Claire
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Computer vision Convolutional neural networks Deep learning Earth surface Feature extraction Fluid injection Geophysical data Hydraulic fracturing Hydraulic systems Imaging Imaging techniques Localization Methods Microseisms Monitoring Natural language processing Neural networks Performance evaluation Petroleum Records Sedimentary rocks Seismic activity Seismometers Shale Shale gas surface and subsurface properties Task analysis Training
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