A Little Data Goes a Long Way: Automating Seismic Phase Arrival Picking at Nabro Volcano With Transfer Learning
Author:
Affiliation:
1. School of Earth Sciences University of Bristol Bristol UK
2. Department of Earth Sciences University of Oxford Oxford UK
3. Department of Earth and Planetary Sciences Birkbeck, University of London London UK
Funder
Natural Environment Research Council
Research England
Publisher
American Geophysical Union (AGU)
Subject
Space and Planetary Science,Earth and Planetary Sciences (miscellaneous),Geochemistry and Petrology,Geophysics
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2021JB021910
Reference80 articles.
1. Impact of dataset size and variety on the effectiveness of deep learning and transfer learning for plant disease classification
2. Random search for hyper‐parameter optimization;Bergstra J.;Journal of Machine Learning Research,2012
3. ObsPy: A Python Toolbox for Seismology
4. Volcano mix-up
Cited by 39 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. (Re)Discovering the Seismicity of Antarctica: A New Seismic Catalog for the Southernmost Continent;Seismological Research Letters;2024-07-31
2. Evaluating Automated Seismic Event Detection Approaches: An Application to Victoria Land, East Antarctica;Journal of Geophysical Research: Machine Learning and Computation;2024-07-25
3. Deep‐Learning‐Based Phase Picking for Volcano‐Tectonic and Long‐Period Earthquakes;Geophysical Research Letters;2024-06-14
4. Detection and Characterization of Seismic and Acoustic Signals at Pavlof Volcano, Alaska, Using Deep Learning;Journal of Geophysical Research: Solid Earth;2024-06
5. Colombian Seismic Monitoring Using Advanced Machine-Learning Algorithms;Seismological Research Letters;2024-05-16
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3