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Improved ambient noise correlation functions using Welch's method

dc.creatorSeats, Kevin J.spa
dc.creatorLawrence, Jesse F.spa
dc.creatorPrieto, German A.spa
dc.date.accessioned2020-08-19T14:44:16Z
dc.date.available2020-08-19T14:44:16Z
dc.date.created2011-11-17spa
dc.description.abstractHere, we evaluate the improvement in noise correlation functions (NCFs) gained by dividing ambient seismic records into shorter, overlapping time windows before correlation and stacking (Welch's method). We compare waveform convergence of short duration NCF stacks (e.g. 2, 5, 15 and 50 d stacks) towards the long?term (365 d) NCF stack. We observe short duration NCF improvement when applying Welch's method for non–pre?processed and running normalized time?series and short duration NCF degradation when applied to a ‘one?bit’ normalized time?series. Surprisingly, non–pre?processed time?series provides the quickest convergence to a robust (year?long) NCF. Because of the simplicity of Welch's method, the improved NCF convergence and a minimal increase in computation, we recommend applying Welch's method for future ambient seismic field analyses. Using this approach will likely improve future NCF analyses, particularly for studies with limited duration recordings, high levels of intermittent local or site noise and studies attempting to evaluate temporal variations in subsurface structure.eng
dc.format.mimetypeapplication/pdf
dc.identifier.doihttps://doi.org/10.1111/j.1365-246X.2011.05263.x
dc.identifier.issnISSN: 0956-540X
dc.identifier.issnEISSN: 1365-246X
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/27856
dc.language.isoengspa
dc.publisherJohn Wiley & Sonsspa
dc.relation.citationEndPage523
dc.relation.citationIssueNo. 2
dc.relation.citationStartPage513
dc.relation.citationTitleGeophysical Journal International
dc.relation.citationVolumeVol. 188
dc.relation.ispartofGeophysical Journal International, ISSN: 0956-540X;EISSN: 1365-246X, Vol.188, No.2 (February 2012); pp. 513-523spa
dc.relation.urihttps://onlinelibrary.wiley.com/doi/epdf/10.1111/j.1365-246X.2011.05263.xspa
dc.rights.accesRightsinfo:eu-repo/semantics/restrictedAccess
dc.rights.accesoRestringido (Acceso a grupos específicos)spa
dc.sourceGeophysical Journal Internationalspa
dc.source.instnameinstname:Universidad del Rosario
dc.source.reponamereponame:Repositorio Institucional EdocUR
dc.subject.keywordTime?series analysisspa
dc.subject.keywordInterferometryspa
dc.subject.keywordSurface waves and free oscillationsspa
dc.subject.keywordSeismic tomographyspa
dc.titleImproved ambient noise correlation functions using Welch's methodspa
dc.title.TranslatedTitleFunciones de correlación de ruido ambiental mejoradas mediante el método de Welchspa
dc.typearticleeng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaArtículospa
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