Combining Deep Learning With Physics Based Features in Explosion‐Earthquake Discrimination

Discrimination of Seismic Events (2006–2020) in North Korea Using P/Lg Amplitude Ratios from Regional Stations and a Bivariate Discriminant Function

(2021) Rigobert Tibi   SEISMOLOGICAL RESEARCH LETTERS

Advancing Local Distance Discrimination of Explosions and Earthquakes With Joint P/S and M L ‐M C Classification

(2021) Ruijia Wang et al.   GEOPHYSICAL RESEARCH LETTERS

Exploring the Effects of Emplacement Conditions on Explosion P/S Ratios across Local to Regional Distances

(2021) Moira L. Pyle et al.   SEISMOLOGICAL RESEARCH LETTERS

Local source Vp and Vs tomography in the Mount St. Helens region with the iMUSH broadband array

(2020) Carl W. Ulberg et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

Seismic Discrimination between Earthquakes and Explosions Using Support Vector Machine

(2020) Sangkyeum Kim et al.   SENSORS

Discrimination of Small Earthquakes and Buried Single-Fired Chemical Explosions at Local Distances (<150  km) in the Western United States from Comparison of Local Magnitude (ML) and Coda Duration Magnitude (MC)

(2020) Keith D. Koper et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Seismic Discrimination of Controlled Explosions and Earthquakes Near Mount St. Helens Using P / S Ratios

(2020) Ruijia Wang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Deep Learning Models Augment Analyst Decisions for Event Discrimination

(2019) Lisa Linville et al.   GEOPHYSICAL RESEARCH LETTERS

Investigating the Effectiveness of P/S Amplitude Ratios for Local Distance Event Discrimination

(2019) Moira L. Pyle et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Machine Learning for the Geosciences: Challenges and Opportunities

(2019) Anuj Karpatne et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Classification of Local Seismic Events in the Utah Region: A Comparison of Amplitude Ratio Methods with a Spectrogram‐Based Machine Learning Approach

(2019) Rigobert Tibi et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

A New Catalog of Explosion Source Parameters in the Utah Region with Application to ML–MC‐Based Depth Discrimination at Local Distances

(2019) Jonathan R. Voyles et al.   SEISMOLOGICAL RESEARCH LETTERS

Machine Learning in Seismology: Turning Data into Insights

(2018) Qingkai Kong et al.   SEISMOLOGICAL RESEARCH LETTERS

UsingP/SAmplitude Ratios for Seismic Discrimination at Local Distances

(2016) Colin T. O’Rourke et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Magma reservoirs from the upper crust to the Moho inferred from high-resolution Vp and Vs models beneath Mount St. Helens, Washington State, USA

(2016) Eric Kiser et al.   GEOLOGY

Earthquake-explosion discrimination using diffusion maps

(2016) N. Rabin et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Seismic features and automatic discrimination of deep and shallow induced-microearthquakes using neural network and logistic regression

(2016) S. Mostafa Mousavi et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Crustal structure of the Bighorn Mountains region: Precambrian influence on Laramide shortening and uplift in north-central Wyoming

(2016) Lindsay L. Worthington et al.   TECTONICS

Continental rupture and the creation of new crust in the Salton Trough rift, Southern California and northern Mexico: Results from the Salton Seismic Imaging Project

(2016) Liang Han et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

MyShake: A smartphone seismic network for earthquake early warning and beyond

(2016) Q. Kong et al.   Science Advances

Deep learning

(2015) Yann LeCun et al.   NATURE

Structure of the Bighorn Mountain region, Wyoming, from teleseismic receiver function analysis: Implications for the kinematics of Laramide shortening

(2014) William L. Yeck et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

ObsPy: A Python Toolbox for Seismology

(2010) M. Beyreuther et al.   SEISMOLOGICAL RESEARCH LETTERS

Forensic Seismology and the Comprehensive Nuclear-Test-Ban Treaty

(2009) David Bowers et al.   Annual Review of Earth and Planetary Sciences

Earthquake—explosion discrimination using genetic algorithm-based boosting approach

(2009) Niksa Orlic et al.   COMPUTERS & GEOSCIENCES