Deep Learning Models Augment Analyst Decisions for Event Discrimination

Author:

Linville Lisa1ORCID,Pankow Kristine1ORCID,Draelos Timothy2

Affiliation:

1. University of Utah Seismograph Stations University of Utah Salt Lake City UT USA

2. Geophysics Department Sandia National Laboratories Albuquerque NM USA

Funder

National Science Foundation

U.S. Department of Energy

Publisher

American Geophysical Union (AGU)

Subject

General Earth and Planetary Sciences,Geophysics

Reference38 articles.

1. Sanity checks for saliency maps;Adebayo J.;Advances in Neural Information Processing Systems,2018

2. The Array Network Facility Seismic Bulletin: Products and an Unbiased View of United States Seismicity

3. Regional seismic waveform discriminants and case‐based event identification using regional arrays;Baumgardt D. R.;Bulletin of the Seismological Society of America,1990

4. Learning long-term dependencies with gradient descent is difficult

5. Discrimination of Earthquakes and Underwater Explosions Using Neural Networks

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