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Detection and characterization of microseismic events from fiber‐optic DAS data using deep learning
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 …
subsurface. Distributed acoustic sensing (DAS) fibers are deployed at depth inside wells, so …
Machine learning-assisted processing workflow for multi-fiber DAS microseismic data
In recent years, Distributed Acoustic Sensing (DAS) deployed in deviated wells has been
increasingly used for microseismic monitoring. DAS can provide observations of …
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
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 …
exploration, production, and monitoring of subsurface environments, revolutionizing the way …
Microseismic analysis over a single horizontal distributed acoustic sensing fiber using guided waves
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 …
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
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 …
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 …
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 …
provides microseismic data with high spatial samplings for fracturing zones. However …
Automated microseismic event detection for downhole distributed acoustic sensing data processing
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 …
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 …
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 …
data for unconventional reservoir characterization and development is investigated. The …