The 2020 SSJ Fall Meeting
Advanced Search

Session Details

Room ASpecial session : S24. Pioneering the future of seismology with machine learning

[S24]AM-1

Sat. Oct 31, 2020 9:00 AM - 10:15 AM JST
Sat. Oct 31, 2020 12:00 AM - 1:15 AM UTC
ROOM A
chairperson:Takahiko Uchide(Geological Survey of Japan, AIST), chairperson:Hisahiko Kubo(NIED), chairperson:Yuki Kodera(Meteorological Research Agency, JMA)
PDF DownloadDownload PDF
9:00 AM - 9:15 AM JST(12:00 AM - 12:15 AM UTC)

[S24-01]Regional characteristic of seismic activity inferred from unsupervised machine learning of F-net moment-tensor catalog

〇Hisahiko Kubo1, Takeshi Kimura1, Katsuhiko Shiomi1 (1.National Research Institute for Earth Science and Disaster Resilience)
PDF DownloadDownload PDF
9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)

[S24-02]Deep learning model for spatial interpolation of real-time seismic intensity

Ryota Otake1,2, Jun Kurima2, 〇Hiroyuki Goto2, Sumio Sawada2 (1.OC Global, 2.Kyoto University)
PDF DownloadDownload PDF
9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[S24-03]False alarm and its measure on the earthquake early warning for the off-Torishima earthquake on July 30, 2020

〇Masumi Yamada1 (1.DPRI Kyoto Univ.)
PDF DownloadDownload PDF
9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)

[S24-04]Attempt to detect tectonic tremors in Sanriku-oki by applying a Convolutional Neural Network to S-net data

〇Keisuke Yano1, Hidenobu Takahashi2, Kazuya Tateiwa2, Masayuki Kano2 (1.The Institute of Statistical Mathematics, 2.Tohoku University)
PDF DownloadDownload PDF
10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

[S24-05]Development of 3D Convolutional Neural Network to locate hypocenter around Hakone with theoretical seismograms of time series as training data.

〇Daisuke Sugiyama1, Seiji Tsuboi1, Yukutake Yohei2 (1.JAMSTEC, 2.Hot Springs Research Institute, Kanagawa Prefectural Government)
PDF DownloadDownload PDF
Back to Category List