No. 29 · Frontiers in Earth Science · 6 December 2023

Customization of a deep neural network using local data for seismic phase picking

Yoontaek Hong, Ah-Hyun Byun, Seongryong Kim, Dong-Hoon Sheen

DOI 10.3389/feart.2023.1306488 Publisher page Cite Seismological methods

Representative figure

Station and earthquake maps, a three-catalogue Venn diagram, and frequency-magnitude distributions for the 2016 Gyeongju sequence. — Fine-tuning improved picks on unused Korean data, overlapping-window aggregation reduced false detections, and the Gyeongju application found about twice as many events as earlier catalogs.

Figure 9 · Hong et al. (2023), Frontiers in Earth Science, Figure 9. · CC BY 4.0

Citation

Yoontaek Hong, Ah-Hyun Byun, Seongryong Kim, and Dong-Hoon Sheen (2023), Customization of a deep neural network using local data for seismic phase picking, Frontiers in Earth Science, 11:1306488, doi: https://doi.org/10.3389/feart.2023.1306488.