Publication | Closed Access
Automatic P Phase Picking Using Maximum Kurtosis and<tex>$kappa$</tex>-Statistics Criteria
59
Citations
9
References
2004
Year
EngineeringSeismic WaveMarkov Chain Monte CarloGeophysicsStatistical Signal ProcessingP Onset ExistsP Onset IdentificationSeismic AnalysisSystems EngineeringBiostatisticsReal Seismic DataStatisticsEarthquake ForecastingEarthquake EngineeringInduced SeismicitySeismic ImagingStructural Health MonitoringSignal Processing-Statistics CriteriaSeismologyGeomechanicsSeismic Hazard
The identification problem of P seismic phase onset has been addressed, based on the maximum-kurtosis assumption, /spl kappa/-statistics, and the Chebyshev inequality. Depending on two statistical decision criteria, the proposed approach provides either a single P onset peak or an interval in which the P onset exists, both with a confidence percentage. Results on real seismic data evaluated using a performance index justify the contribution of the proposed method toward an accurate and fully automated P onset identification.
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