[HTML][HTML] Machine learning in microseismic monitoring

D Anikiev, C Birnie, U bin Waheed, T Alkhalifah… - Earth-Science …, 2023 - Elsevier
The confluence of our ability to handle big data, significant increases in instrumentation
density and quality, and rapid advances in machine learning (ML) algorithms have placed …

A review of the current status of induced seismicity monitoring for hydraulic fracturing in unconventional tight oil and gas reservoirs

L Li, J Tan, DA Wood, Z Zhao, D Becker, Q Lyu, B Shu… - Fuel, 2019 - Elsevier
During the past decades, significant progress has been made in the development of induced
seismicity monitoring for related human activities. Hydraulic fracturing and induced …

Recent advances and challenges of waveform‐based seismic location methods at multiple scales

L Li, J Tan, B Schwarz, F Staněk, N Poiata… - Reviews of …, 2020 - Wiley Online Library
Source locations provide fundamental information on earthquakes and lay the foundation for
seismic monitoring at all scales. Seismic source location as a classical inverse problem has …

An effective method for small event detection: Match and locate (M&L)

M Zhang, L Wen - Geophysical Journal International, 2015 - academic.oup.com
Detection of low magnitude event is critical and challenging in seismology. We develop a
new method, named the match and locate (M&L) method, for small event detection. The M&L …

Deep learning for efficient microseismic location using source migration‐based imaging

Q Zhang, W Zhang, X Wu, J Zhang… - … Research: Solid Earth, 2022 - Wiley Online Library
Migration‐based location methods (eg, time‐reverse imaging based on wave equation,
Kirchhoff summation, and diffraction stacking) can effectively locate events of low signal‐to …

[HTML][HTML] A novel geophysical method for fractures map** and risk zones identification in a coalmine, Northeast, China

M Khan, X He, A Farid, D Song, Z Li, X Tian, M Ni - Energy Reports, 2021 - Elsevier
A novel approach for map** induced fractures and associated lineaments has been
introduced based on microseismic data, and thus their contribution towards identification …

Seismicity induced by hydraulic fracturing in shales: A bedding plane slip model

F Staněk, L Eisner - Journal of Geophysical Research: Solid …, 2017 - Wiley Online Library
Passive seismic monitoring of microseismic events induced in oil or gas reservoirs is known
as microseismic monitoring. Microseismic monitoring is used to understand the process of …

Full waveform seismological advances for microseismic monitoring

S Cesca, F Grigoli - Advances in Geophysics, 2015 - Elsevier
The observation of microseismicity has raised the interest of the seismological and
geoengineering communities in the last decades, and a significant effort has been spent to …

Graphics processing unit‐based match and locate (GPU‐M&L): An improved match and locate method and its application

M Liu, H Li, M Zhang, T Wang - Seismological …, 2020 - pubs.geoscienceworld.org
Microearthquake detection and location are critical for understanding earthquake
mechanisms and mitigating seismic hazards. Match and locate (M&L) is an effective method …

Pick-and waveform-based techniques for real-time detection of induced seismicity

F Grigoli, L Scarabello, M Böse, B Weber… - Geophysical Journal …, 2018 - academic.oup.com
The monitoring of induced seismicity is a common operation in many industrial activities,
such as conventional and non-conventional hydrocarbon production or mining and …