Detection and characterization of microseismic events from fiber‐optic DAS data using deep learning

F Huot, A Lellouch, P Given, B Luo… - Seismological …, 2022 - pubs.geoscienceworld.org
Microseismic analysis is a valuable tool for fracture characterization in the Earth's
subsurface. Distributed acoustic sensing (DAS) fibers are deployed at depth inside wells, so …

Machine learning-assisted processing workflow for multi-fiber DAS microseismic data

Y Ma, D Eaton, N Igonin, C Wang - Frontiers in Earth Science, 2023 - frontiersin.org
In recent years, Distributed Acoustic Sensing (DAS) deployed in deviated wells has been
increasingly used for microseismic monitoring. DAS can provide observations of …

Application of Distributed Acoustic Sensing in Geophysics Exploration: Comparative Review of Single-Mode and Multi-Mode Fiber Optic Cables

M Rafi, KA Mohd Noh, AH Abdul Latiff, DA Otchere… - Applied Sciences, 2024 - mdpi.com
The advent of fiber optic technology in geophysics exploration has grown in its use in the
exploration, production, and monitoring of subsurface environments, revolutionizing the way …

Microseismic analysis over a single horizontal distributed acoustic sensing fiber using guided waves

A Lellouch, B Luo, F Huot, RG Clapp… - …, 2022 - pubs.geoscienceworld.org
ABSTRACT A single horizontal distributed acoustic sensing (DAS) fiber is notoriously
challenging for microseismic analysis even when it is close to recorded events. Due to its …

Convolutional neural network‐based classification of microseismic events originating in a stimulated reservoir from distributed acoustic sensing data

Y Liu, O Huff, B Luo, G **, J Simmons - Geophysical Prospecting, 2022 - earthdoc.org
This study presents a workflow of using a convolutional neural network to automatically
classify microseismic events originating from a more productive oil and gas‐bearing …

Detecting local earthquakes via fiber-optic cables in telecommunication conduits under Stanford University campus using deep learning

F Huot, RG Clapp, BL Biondi - Computers & Geosciences, 2024 - Elsevier
With fiber-optic seismic acquisition development, continuous dense seismic monitoring is
becoming increasingly more accessible. Repurposing fiber cables in telecommunication …

Hydraulic fracturing distributed acoustic sensing monitoring data source mechanism inversion: A Hessian-based method

S Wu, Y Wang, X Liang - Geophysics, 2023 - pubs.geoscienceworld.org
Distributed acoustic sensing (DAS) microseismic monitoring during hydraulic fracturing
provides microseismic data with high spatial samplings for fracturing zones. However …

Automated microseismic event detection for downhole distributed acoustic sensing data processing

Y Liu, L Liang, O Podgornova, S Zeroug… - Arma us rock …, 2023 - onepetro.org
Distributed acoustic sensing (DAS) can provide high-resolution measurements owing to the
closely spaced sensing channels over a long distance and high sampling rate–attributes …

Graph Neural Networks for Microseismic Event Detection: Focusing on Distributed Acoustic Sensing Data

MSB Shahabudin, J Jaafar, N Bencheva… - … and Energy Systems …, 2024 - ieeexplore.ieee.org
Microseismic event detection is paramount for surveilling subsurface activities including
hydraulic fracturing, geothermal energy extraction, and evaluating seismic hazards …

Application of multicomponent seismic and distributed acoustic sensing data to unconventional reservoir development

Y Liu - 2023 - search.proquest.com
The potential of multicomponent seismic data and microseismic distributed acoustic sensing
data for unconventional reservoir characterization and development is investigated. The …