Science Advances

Supplementary Materials

This PDF file includes:

  • section S1. Generalization ability of ConvNetQuake
  • section S2. Autocorrelation for detection of new events during July 2014
  • fig. S1. Waveform of an event recorded with station GS.OK029 and GS.OK027.
  • fig. S2. Earthquakes in the region of interest (near Guthrie, OK, USA) from 14 February 2014 to 16 November 2016 partitioned into 50 clusters.
  • fig. S3. Day-long synthetic seismic record constructed by inserting the waveform template shown in fig. S4A at random times into a time series of Gaussian noise.
  • fig. S4. Templates used to generate synthetic data.
  • fig. S5. Distribution of the correlation coefficients after autocorrelation of the windows classified as events by ConvNetQuake.
  • fig. S6. Waveforms of the events detected in cluster 3 using a correlation coefficient threshold of 0.1.
  • fig. S7. Waveforms of the events detected in cluster 3 using a correlation coefficient threshold of 0.2.
  • fig. S8. Waveforms of the events detected in cluster 3 using a correlation coefficient threshold of 0.3.

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