The magmatic web beneath Hawai 'i

JD Wilding, W Zhu, ZE Ross, JM Jackson - Science, 2023 - science.org
The deep magmatic architecture of the Hawaiian volcanic system is central to understanding
the transport of magma from the upper mantle to the individual volcanoes. We leverage …

[HTML][HTML] Seismic arrival-time picking on distributed acoustic sensing data using semi-supervised learning

W Zhu, E Biondi, J Li, J Yin, ZE Ross, Z Zhan - Nature Communications, 2023 - nature.com
Abstract Distributed Acoustic Sensing (DAS) is an emerging technology for earthquake
monitoring and subsurface imaging. However, its distinct characteristics, such as unknown …

A detailed view of the 2020–2023 Southwestern Puerto Rico seismic sequence with deep learning

CE Yoon, ES Cochran… - Bulletin of the …, 2023 - pubs.geoscienceworld.org
ABSTRACT The 2020–2023 southwestern Puerto Rico seismic sequence, still ongoing in
2023, is remarkable for its multiple‐fault rupture complexity and elevated aftershock …

IPIML: A deep-scan earthquake detection and location workflow integrating pair-input deep learning model and migration location method

H Mohammadigheymasi, P Shi… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Optimized deep learning (DL)-based workflows can improve the efficiency and accuracy of
earthquake detection and location processes. This article introduces a six-step automated …

Fine Seismogenic Fault Structures and Complex Rupture Characteristics of the 2022 M6.8 Luding, Sichuan Earthquake Sequence Revealed by Deep Learning and …

X Zhao, Z Xiao, W Wang, J Li, M Zhao… - Geophysical …, 2023 - Wiley Online Library
An approximate 236‐year interval in major seismic activity near the southern Xianshuihe
fault terminated on 5 September 2022 until a destructive M6. 8 Luding earthquake. The …

On the use of high‐resolution and deep‐learning seismic catalogs for short‐term earthquake forecasts: Potential benefits and current limitations

S Mancini, M Segou, MJ Werner… - Journal of …, 2022 - Wiley Online Library
Enhanced earthquake catalogs provide detailed images of evolving seismic sequences.
Currently, these data sets take some time to be released but will soon become available in …

Seismicity and magmatic system of the Changbaishan intraplate volcano in East Asia

D Yan, Y Tian, D Zhao, H Li - Journal of Geophysical Research …, 2023 - Wiley Online Library
A high‐precision earthquake catalog is made from continuous waveform data recorded at
360 portable seismographs deployed for one month in the Changbaishan‐Tianchi volcanic …

Magmatic system and seismicity of the Arxan volcanic group in Northeast China

J Li, Y Tian, D Zhao, D Yan, Z Li… - Geophysical Research …, 2023 - Wiley Online Library
The Arxan volcanic group is one of the largest active volcanic fields in China. Its last eruption
occurred∼ 2,000 years ago, but it still has a potential of eruption in the future. The spatial …

[HTML][HTML] The flux operator

V Sochat, A Culquicondor, A Ojea, D Milroy - F1000Research, 2024 - ncbi.nlm.nih.gov
Converged computing is an emerging area of computing that brings together the best of both
worlds for high performance computing (HPC) and cloud-native communities. The economic …

[HTML][HTML] Recent advances in earthquake seismology using machine learning

H Kubo, M Naoi, M Kano - Earth, Planets and Space, 2024 - Springer
Given the recent developments in machine-learning technology, its application has rapidly
progressed in various fields of earthquake seismology, achieving great success. Here, we …