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An advanced seismic phase detection tool via deep neural networks in the time-frequency domain

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PhaseNet-TF

PhaseNet-TF: An advanced seismic phase detection tool via deep neural networks in the time-frequency domain, leveraging cutting-edge image segmentation approaches

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Reference

Xi, Z., Wei, S. S., Zhu, W., Beroza, G. C., Jie, Y., & Saloor, N. (2024). Deep learning for deep earthquakes: insights from OBS observations of the Tonga subduction zone. Geophysical Journal International, 238(2), 1073-1088. https://doi.org/10.1093/gji/ggae200 (https://academic.oup.com/gji/article/238/2/1073/7689220)

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Inquires should be directed to the corresponding author Songqiao Shawn Wei (swei@msu.edu) at Michigan State University

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An advanced seismic phase detection tool via deep neural networks in the time-frequency domain

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