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 …

Machine learning in seismology: Turning data into insights

Q Kong, DT Trugman, ZE Ross… - Seismological …, 2019 - pubs.geoscienceworld.org
This article provides an overview of current applications of machine learning (ML) in
seismology. ML techniques are becoming increasingly widespread in seismology, with …

[PDF][PDF] 机器学习在地震事件自动检测中的应用综述

罗仁昱, 陈继锋, 尹欣欣 - 地球物理学进展, 2021 - dsjyj.com.cn
摘要很多地震学问题的解决都依赖于地震事件的准确检测, 随着计算机软硬件的快速发展,
机器学习学科发展迅速, 其在地震事件自动检测中的应用在过去几十年被广泛研究 …

EQcorrscan: Repeating and near‐repeating earthquake detection and analysis in Python

CJ Chamberlain, CJ Hopp… - Seismological …, 2018 - pubs.geoscienceworld.org
EQcorrscan is an open‐source Python package for the detection and analysis of repeating
and near‐repeating seismicity. The package provides reliable, well‐tested, system‐agnostic …

Unsupervised deep clustering of seismic data: Monitoring the Ross Ice Shelf, Antarctica

WF Jenkins, P Gerstoft, MJ Bianco… - Journal of Geophysical …, 2021 - Wiley Online Library
Advances in machine learning (ML) techniques and computational capacity have yielded
state‐of‐the‐art methodologies for processing, sorting, and analyzing large seismic data …

Subduction intraslab-interface fault interactions in the 2022 Mw 6.4 Ferndale, California, earthquake sequence

DR Shelly, DE Goldberg, KZ Materna, RJ Skoumal… - Science …, 2024 - science.org
The Mendocino triple junction—the intersection of the Pacific, North American, and Gorda
plates—activates a collection of disparate faults that reconcile Cascadia subduction with …

Illuminating the pre‐, co‐, and post‐seismic phases of the 2016 M7. 8 Kaikōura earthquake with 10 years of seismicity

CJ Chamberlain, WB Frank, F Lanza… - Journal of …, 2021 - Wiley Online Library
Abstract The 2016 M7. 8 Kaikōura earthquake is one of the most complex earthquakes in
recorded history, with significant rupture of at least 21 crustal faults. Using a matched‐filter …

Applications of shapelet transform to time series classification of earthquake, wind and wave data

M Arul, A Kareem - Engineering Structures, 2021 - Elsevier
Autonomous detection of desired events from large databases using time series
classification is becoming increasingly important in civil engineering as a result of continued …

Microseismic constraints on the mechanical state of the North Anatolian fault zone 13 years after the 1999 M7. 4 Izmit earthquake

E Beaucé, RD van der Hilst… - Journal of Geophysical …, 2022 - Wiley Online Library
Abstract The 17 August 1999 Mw7. 4 Izmit earthquake ruptured the western section of the
North Anatolian Fault Zone and strongly altered the fault zone properties and stress field …

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 …