Discrimination of mine seismic events and blasts using the fisher classifier, naive bayesian classifier and logistic regression
L Dong, J Wesseloo, Y Potvin, X Li - Rock Mechanics and Rock …, 2016 - Springer
Seismic events and blasts generate seismic waveforms that have different characteristics.
The challenge to confidently differentiate these two signatures is complex and requires the …
The challenge to confidently differentiate these two signatures is complex and requires the …
[HTML][HTML] Enhancing earthquakes and quarry blasts discrimination using machine learning based on three seismic parameters
Explosions and other artificial seismic sources remain a major risk to human survival.
Seismicity catalogs often suffer from contamination, which hinders the differentiation of …
Seismicity catalogs often suffer from contamination, which hinders the differentiation of …
Comparative performance assessments of machine-learning methods for artificial seismic sources discrimination
Mankind is vulnerable to artificial seismic sources and accompanying explosions'
consequences. Recently, seismicity catalog contamination is among the main problems …
consequences. Recently, seismicity catalog contamination is among the main problems …
Phase and spectral ratio discrimination between NTS earthquakes and explosions. Part I: Empirical observations
Seismic discrimination of small-magnitude (mb< 4) nuclear explosions from earthquakes
requires short-period (f> 0.5 Hz) regional measurements. In this study we evaluate the most …
requires short-period (f> 0.5 Hz) regional measurements. In this study we evaluate the most …
Characterization of mining explosions at regional distances: Implications with the international monitoring system
The International Monitoring System (IMS) being constructed in support of the
Comprehensive Nuclear‐Test‐Ban Treaty introduces new opportunities to nuclear test …
Comprehensive Nuclear‐Test‐Ban Treaty introduces new opportunities to nuclear test …
Classification of seismic signals by integrating ensembles of neural networks
We examine a classification problem in which seismic waveforms of natural earthquakes are
to be distinguished from waveforms of man-made explosions. We present an integrated …
to be distinguished from waveforms of man-made explosions. We present an integrated …
Discrimination of earthquakes and underwater explosions using neural networks
We report on the implementation of an automatic system able to discriminate between
explosion-generated artificial seismic events and local earthquakes in the Phlegraean …
explosion-generated artificial seismic events and local earthquakes in the Phlegraean …
Nonlinear methodologies for identifying seismic event and nuclear explosion using random forest, support vector machine, and naive Bayes classification
L Dong, X Li, G ** and removing quarry blast events from seismicity catalogs
We present an algorithm to identify and remove quarry explosions from earthquake catalogs
while retaining a maximum amount of data. For most seismicity studies, quarry blasts are a …
while retaining a maximum amount of data. For most seismicity studies, quarry blasts are a …
Seismicity of Ireland, and why it is so low: How the thickness of the lithosphere controls intraplate seismicity
Ireland and neighbouring Britain share much of their tectonic history and are both far from
active plate boundaries at present. Their seismicity shows surprising lateral variations, with …
active plate boundaries at present. Their seismicity shows surprising lateral variations, with …