Development of a robust and automated infrasound event catalogue using the International Monitoring System

S U M M A R Y Methods for detecting, associating and locating infrasound events recorded on the global International Monitoring System (IMS) infrasound network are presented. By using likelihood arguments, and reducing the use of empirically determined parameters, our techniques enable us to formally quantify the false alarm rate at both station and network levels, and to calculate confidence areas for event localization. We outline a new association technique that uses graph theory for associating arrivals at multiple spatially separated stations, and perform Monte Carlo simulations to quantify the performance of the scheme under different scenarios. The detection, association and location techniques are applied to 10 large events in the Reviewed Event Bulletin of the Comprehensive Nuclear Test Ban Treaty Organization. Out of 10 events, a total of seven were automatically detected and associated. By analysing the three missed events, we identify improvements that might be made to improve the algorithms.

[1]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[2]  Curt A L Szuberla,et al.  Uncertainties associated with parameter estimation in atmospheric infrasound arrays. , 2004, The Journal of the Acoustical Society of America.

[3]  Subir Ghosh Asymptotics, Nonparametrics, and Time Series , 2000 .

[4]  Stephen J. Arrowsmith,et al.  A Bayesian framework for infrasound location , 2010 .

[5]  Lars Ceranna,et al.  Incorporating numerical modeling into estimates of the detection capability of the IMS infrasound network , 2011 .

[6]  Stephen J. Arrowsmith,et al.  The F-Detector Revisited: An Improved Strategy for Signal Detection at Seismic and Infrasound Arrays , 2009 .

[7]  Stephen J. Arrowsmith,et al.  A framework for estimating stratospheric wind speeds from unknown sources and application to the 2010 December 25 bolide , 2013 .

[8]  Steven R Taylor,et al.  Multivariate acoustic detection of small explosions using Fisher's combined probability test. , 2013, The Journal of the Acoustical Society of America.

[9]  Stephen J. Arrowsmith,et al.  Generating regional infrasound celerity-range models using ground-truth information and the implications for event location , 2014 .

[10]  M. Viberg,et al.  Two decades of array signal processing research: the parametric approach , 1996, IEEE Signal Process. Mag..

[11]  Stephen J. Arrowsmith,et al.  Regional monitoring of infrasound events using multiple arrays: application to Utah and Washington State , 2008 .

[12]  Lars Ceranna,et al.  Analyzing the detection capability of infrasound arrays in Central Europe , 2008 .

[13]  Douglas R. Christie,et al.  The IMS Infrasound Network: Design and Establishment of Infrasound Stations , 2010 .

[14]  R. Blandford,et al.  AN AUTOMATIC EVENT DETECTOR AT THE TONTO FOREST SEISMIC OBSERVATORY , 1974 .

[15]  B.D. Van Veen,et al.  Beamforming: a versatile approach to spatial filtering , 1988, IEEE ASSP Magazine.

[16]  Stephen J. Arrowsmith,et al.  Using physics-based priors in a Bayesian algorithm to enhance infrasound source location , 2014 .

[17]  Stephen J. Arrowsmith,et al.  The Development of Global Probabilistic Propagation Look-Up Tables for Infrasound Celerity and Back-Azimuth Deviation , 2014 .

[18]  Christoph Pilger,et al.  The 2013 Russian fireball largest ever detected by CTBTO infrasound sensors , 2013 .

[19]  Stephen J. Arrowsmith,et al.  Automatic infrasound detection and location of sources in the western United States , 2014 .

[20]  Stephen J. Arrowsmith,et al.  Sources of Error Model and Progress Metrics for Acoustic/Infrasonic Analysis: Location Estimation , 2014, Pure and Applied Geophysics.

[21]  D. West Introduction to Graph Theory , 1995 .

[22]  Alain Hauchecorne,et al.  Infrasound monitoring for atmospheric studies , 2009 .

[23]  Chris Tarlowski,et al.  Automatic infrasonic signal detection using the Hough transform , 2008 .

[24]  Rodney W. Whitaker,et al.  Infrasound from earthquakes , 2005 .

[25]  Nicolas Brachet,et al.  Monitoring the Earth’s Atmosphere with the Global IMS Infrasound Network , 2010 .

[26]  Robert H. Shumway,et al.  Mixed Signal Processing for Regional and Teleseismic Arrays , 2006 .