Journal of geophysical research2022,Vol.127Issue(6) :17.DOI:10.1029/2022JB024374

Estimation of Resolution and Covariance of Ambient Seismic Source Distributions: Full Waveform Inversion and Matched Field Processing

Xu, Zongbo Mikesell, T. Dylan
Journal of geophysical research2022,Vol.127Issue(6) :17.DOI:10.1029/2022JB024374

Estimation of Resolution and Covariance of Ambient Seismic Source Distributions: Full Waveform Inversion and Matched Field Processing

Xu, Zongbo 1Mikesell, T. Dylan2
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作者信息

  • 1. Univ Paris Cite
  • 2. Norwegian Geotech Inst
  • 折叠

Abstract

Both natural and anthropogenic seismic sources generate so-called ambient seismic waves. One in turn can use ambient seismic waves to estimate these source distributions and study source characteristics, for instance the source mechanism. A commonly used estimation method is called matched field processing (MFP), and the MFP results are inherently smeared by the array geometry. Another approach to estimate ambient seismic sources is to apply full waveform inversion (FWI) to the crosscorrelations of ambient seismic wave recordings. Both methods have pros and cons, but the model resolution and uncertainty in these two methods are important for the interpretation. Unfortunately, this topic has attracted little attention in the past. We propose to estimate both the model resolution matrix and model covariance matrix of the inversion using singular value decomposition. We demonstrate our estimates using two examples, one of which is an actual field array geometry. We quantitatively compare the model resolution of the two methods and discuss the model null space. We demonstrate that FWI has superior resolution with enough independent data and should be used when computational resources permit.

Key words

ambient seismic noise/model resolution/model covariance/full waveform inversion/matched field processing/NOISE/TOMOGRAPHY/LOCATION/KERNELS

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出版年

2022
Journal of geophysical research

Journal of geophysical research

ISSN:2169-9313
被引量3
参考文献量55
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