[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 …

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 …

Consumer behaviour towards organic products: The moderating role of environmental concern

S Cachero-Martínez - Journal of Risk and Financial Management, 2020 - mdpi.com
The pandemic caused by COVID-19 has changed the mindset of many consumers. They are
increasingly aware of the risks of not caring for the planet. Before the pandemic, there was a …

Fiber-optic distributed acoustic sensing of microseismicity, strain and temperature during hydraulic fracturing

M Karrenbach, S Cole, A Ridge, K Boone… - …, 2019 - pubs.geoscienceworld.org
Hydraulic fracturing operations in unconventional reservoirs are typically monitored using
geophones located either at the surface or in the adjacent wellbores. A new approach to …

Birth of a large volcanic edifice offshore Mayotte via lithosphere-scale dyke intrusion

N Feuillet, S Jorry, WC Crawford, C Deplus… - Nature …, 2021 - nature.com
Volcanic eruptions shape Earth's surface and provide a window into deep Earth processes.
How the primary asthenospheric melts form, pond and ascend through the lithosphere is …

En-DeepONet: An enrichment approach for enhancing the expressivity of neural operators with applications to seismology

E Haghighat, U bin Waheed, G Karniadakis - Computer Methods in Applied …, 2024 - Elsevier
The Eikonal equation plays a central role in seismic wave propagation and hypocenter
localization, a crucial aspect of efficient earthquake early warning systems. Despite recent …

Automatic picker developments and optimization: FilterPicker—A robust, broadband picker for real-time seismic monitoring and earthquake early warning

A Lomax, C Satriano… - Seismological …, 2012 - pubs.geoscienceworld.org
Most earthquake location algorithms are based on ray-theory travel-times and thus require
as input data the onset times of body-wave phases such as P and S at a number of stations …

The 2023 New Zealand ground‐motion database

JA Hutchinson, C Zhu, BA Bradley… - Bulletin of the …, 2024 - pubs.geoscienceworld.org
This article summarizes the development of the 2023 New Zealand ground‐motion
database (NZGMDB). A preceding version was formally used as the central ground‐motion …

Induced seismicity characterization during hydraulic‐fracture monitoring with a shallow‐wellbore geophone array and broadband sensors

DW Eaton, N Igonin, A Poulin… - Seismological …, 2018 - pubs.geoscienceworld.org
ABSTRACT The Tony Creek Dual Microseismic Experiment (ToC2ME) is a field program
that used a diverse set of sensors to record a hydraulic‐fracturing completion program at a …

Assessing induced seismicity risk at CO2 storage projects: Recent progress and remaining challenges

JA White, W Foxall - International Journal of Greenhouse Gas Control, 2016 - Elsevier
It is well established that fluid injection has the potential to induce earthquakes—from
microseismicity to magnitude 5+ events—by altering state-of-stress conditions in the …