Full waveform inversion based on a local traveltime correction and zero-mean cross-correlation-based misft function

Dong, Shiqi; Han, Liguo; Hu, Yong; Yin, Yuchen

doi:10.1007/s11600-019-00388-x

Artykuł - szczegóły

Tytuł artykułu

Full waveform inversion based on a local traveltime correction and zero-mean cross-correlation-based misft function

Autorzy

Dong Shiqi , Han Liguo , Hu Yong , Yin Yuchen

Wybrane pełne teksty z tego czasopisma

https://www.springer.com/journal/11600

Identyfikatory

DOI

10.1007/s11600-019-00388-x

Warianty tytułu

Języki publikacji

Abstrakty

Full waveform inversion (FWI) sufers from the cycle skipping problem, because the observed data usually lack low-frequency components or due to errors in the wavelet estimation. In addition, the strong low-frequency non-zero-mean noise can have a large impact on FWI results. Thus, we propose a local waveform traveltime correction scheme to solve the situations when the observed data lack low-frequency components or when the estimation for the wavelet is incorrect. We use a sliding time window, which is used to decrease the traveltime diferences between the calculated and observed data to increase the cross-correlation between them. Besides, we propose a zero-mean normalized cross-correlation misft function to reduce the interference of the low-frequency non-zero-mean noise. Therefore, we propose new approaches to improve FWI results whether the observed data lack low-frequency components or the observed data are contaminated by the non-zero-mean lowfrequency noise. Numerical examples on Marmousi model show the feasibility of a FWI based on the zero-mean normalized cross-correlation misft function and a FWI based on the local traveltime correction method.

Słowa kluczowe

local traveltime correction full waveform inversion FWI zero-mean normalized cross-correlation

lokalna korekta czasu podróży

Wydawca

Instytut Geofizyki PAN
Springer

Czasopismo

Acta Geophysica

Rocznik

2020

Tom

Vol. 68, no. 1

Strony

29--50

Opis fizyczny

Bibliogr. 53 poz.

Twórcy

autor

Dong Shiqi

College of Geo-Exploration Science and Technology, Jilin University, Changchun, China

autor

Han Liguo

hanliguo@jlu.edu.cn

College of Geo-Exploration Science and Technology, Jilin University, Changchun, China

autor

Hu Yong

College of Geo-Exploration Science and Technology, Jilin University, Changchun, China

autor

Yin Yuchen

College of Geo-Exploration Science and Technology, Jilin University, Changchun, China

Bibliografia

1. Alkhalifah T (2016) Full-model wavenumber inversion: an emphasis on the appropriate wavenumber continuation. Geophysics 81:R89–R98. https://doi.org/10.1190/geo2015-0537.1
2. Alkhalifah T, Choi Y (2014) From tomography to full-waveform inversion with a single objective function. Geophysics 79:R55–R61. https://doi.org/10.1190/geo2013-0291.1
3. Bai J, Yingst D, Bloor R, Leveille J (2014) Viscoacoustic waveform inversion of velocity structures in the time domain. Geophysics 79:R103–R119. https://doi.org/10.1190/geo2013-0030.1
4. Biondi B, Symes WW (2004) Angle-domain common-image gathers for migration velocity analysis by wavefield-continuation imaging. Geophysics 69:1283–1298. https://doi.org/10.1190/1.1801945
5. Bishop TN et al (1985) Tomographic determination of velocity and depth in laterally varying media. Geophysics 50:903–923. https://doi.org/10.1190/1.1441970
6. Bozdağ E, Trampert J, Tromp J (2011) Misfit functions for full waveform inversion based on instantaneous phase and envelope measurements. Geophys J Int 185:845–870. https://doi.org/10.1111/j.1365-246X.2011.04970.x
7. Bunks G, Saleck FM, Zaleski S, Chavent G (1995) Multiscale seismic waveform inversion. Geophysics 60:1457–1473. https://doi.org/10.1190/1.1443880
8. Chen G, Chen S, Wu R-S (2015) Full Waveform Inversion in time domain using time-damping filters. SEG Tech Program Expanded Abstr. https://doi.org/10.1190/segam2015-5878658.1
9. Chi B, Dong L, Liu Y (2014) Full waveform inversion method using envelope objective function without low frequency data. J Appl Geophys 109:36–46. https://doi.org/10.1016/j.jappgeo.2014.07.010
10. Chi B, Dong L, Liu Y (2015) Correlation-based reflection full-waveform inversion. Geophysics 80:R189–R202. https://doi.org/10.1190/geo2014-0345.1
11. Choi Y, Alkhalifah T (2011) Source-independent time-domain waveform inversion using convolved wavefields: application to the encoded multisource waveform inversion. Geophysics 76:R125–R134. https://doi.org/10.1190/geo2010-0210.1
12. Choi Y, Alkhalifah T (2012) Application of multi-source waveform inversion to marine streamer data using the global correlation norm. Geophys Prospect 60:748–758. https://doi.org/10.1111/j.1365-2478.2012.01079.x
13. Choi Y, Alkhalifah T (2015) Unwrapped phase inversion with an exponential damping. Geophysics 80:R251–R264. https://doi.org/10.1190/geo2014-0498.1
14. Choi Y, Alkhalifah T (2018) Time-domain full-waveform inversion of exponentially damped wavefield using the deconvolution-based objective function. Geophysics 83:R77–R88. https://doi.org/10.1190/geo2017-0057.1
15. Datta D, Sen MK (2016) Estimating a starting model for full-waveform inversion using a global optimization method. Geophysics 81:R211–R223. https://doi.org/10.1190/geo2015-0339.1
16. Engquist B, Froese BD, Yang Y (2016) Optimal transport for seismic full waveform inversion. Commun Math Sci 14:2309–2330. https://doi.org/10.4310/CMS.2016.v14.n8.a9
17. Fomel S (2007) Local seismic attributes. Geophysics 72:A29–A33. https://doi.org/10.1190/1.2437573
18. Gauthier O, Virieux J, Tarantola A (1986) Two-dimensional nonlinear inversion of seismic waveforms: numerical results. Geophysics 51:1387–1403. https://doi.org/10.1190/1.1442188
19. Guo Q, Alkhalifah T (2017) Elastic reflection-based waveform inversion with a nonlinear approach. Geophysics 82:R309–R321. https://doi.org/10.1190/geo2016-0407.1
20. Hale D (2006) Fast local cross-correlations of images. SEG Tech Program Expanded Abstr. https://doi.org/10.1190/1.2370185
21. Hu W (2014) FWI without low frequency data-beat tone inversion. SEG Tech Program Expanded Abstr. https://doi.org/10.1190/segam2014-0978.1
22. Hu Y, Han L, Xu Z, Zhang F, Zeng J (2017) Adaptive multi-step full waveform inversion based on waveform mode decomposition. J Appl Geophys 139:195–210. https://doi.org/10.1016/j.jappgeo.2017.02.017
23. Hu Y, Han L, Zhang P, Ge Q (2018) Time-frequency domain multi-scale full waveform inversion based on adaptive non-stationary phase correction. EAGE Tech Program Ext Abstr. https://doi.org/10.3997/2214-4609.201800891
24. Justice JH et al (1989) Acoustic tomography for enhancing oil recovery. Lead Edge 8:12–19. https://doi.org/10.1190/1.1439605
25. Krebs JR, Anderson JE, Hinkley D, Neelamani R, Lee S, Baumstein A, Lacasse MD (2009) Fast full-wavefield seismic inversion using encoded sources. Geophysics 74:WCC177–WCC188. https://doi.org/10.1190/1.3230502
26. Lailly P (1983) The seismic inverse problem as a sequence of before stack migrations. In: Conference on inverse scattering: theory and application, pp 206–220
27. Lee KH, Kim HJ (2003) Source-independent full-waveform inversion of seismic data. Geophysics 68:2010–2015. https://doi.org/10.1190/1.1635054
28. Li Y, Choi Y, Alkhalifah T, Li Z, Zhang K (2018) Full-waveform inversion using a nonlinearly smoothed wavefield. Geophysics 83:R117–R127. https://doi.org/10.1190/geo2017-0312.1
29. Lian S, Yuan S, Wang G, Liu T, Liu Y, Wang S (2018) Enhancing low-wavenumber components of full-waveform inversion using an improved wavefield decomposition method in the time-space domain. J Appl Geophys 157:10–22. https://doi.org/10.1016/j.jappgeo.2018.06.013
30. Liu Y, Teng J, Xu T, Wang Y, Liu Q, Badal J (2016) Robust time-domain full waveform inversion with normalized zero-lag cross-correlation objective function. Geophys J Int 209:106–122. https://doi.org/10.1093/gji/ggw485
31. Liu Q, Peter D, Tape C (2019) Square-root variable metric based elastic full-waveform inversion—part 1: theory and validation. Geophys J Int 218:1121–1135. https://doi.org/10.1093/gji/ggz188
32. Luo Y, Schuster GT (1991) Wave-equation traveltime inversion. Geophysics 56:645–653. https://doi.org/10.1190/1.1443081
33. Mikesell TD, Malcolm AE, Yang D, Haney MM (2015) A comparison of methods to estimate seismic phase delays: numerical examples for coda wave interferometry. Geophys J Int 202:347–360. https://doi.org/10.1093/gji/ggv138
34. Pan W, Huang L (2018) Elastic-wave-equation traveltime tomography in anisotropic media using differential measurements of long-offset data. SEG Tech Program Expand Abstr 2018:5233–5237. https://doi.org/10.1190/segam2018-2997226.1
35. Pratt RG, Shin C, Hicks GJ (1998) Gauss–Newton and full Newton methods in frequency-space seismic waveform inversion. Geophys J Int 133:341–362. https://doi.org/10.1046/j.1365-246X.1998.00498.x
36. Sajeva A, Aleardi M, Stucchi E, Bienati N, Mazzotti A (2016) Estimation of acoustic macro models using a genetic full-waveform inversion: applications to the Marmousi model. Geophysics 81:R173–R184. https://doi.org/10.1190/geo2015-0198.1
37. Schuster GT, Wang X, Huang Y, Dai W, Boonyasiriwat C (2011) Theory of multisource crosstalk reduction by phase-encoded statics. Geophys J Int 184:1289–1303. https://doi.org/10.1111/j.1365-246X.2010.04906.x
38. Shin C, Ho Cha Y (2009) Waveform inversion in the Laplace–Fourier domain. Geophys J Int 177:1067–1079. https://doi.org/10.1111/j.1365-246X.2009.04102.x
39. Shin C, Min D-J (2006) Waveform inversion using a logarithmic wavefield. Geophysics 71:R31–R42. https://doi.org/10.1190/1.2194523
40. Sun B, Alkhalifah T (2019) Adaptive traveltime inversion. Geophysics 84:U13–U29. https://doi.org/10.1190/geo2018-0595.1
41. Symes WW, Carazzone JJ (1991) Velocity inversion by differential semblance optimization. Geophysics 56:654–663. https://doi.org/10.1190/1.1443082
42. Tarantola A (1984) Linearized inversion of seismic reflection data. Geophys Prospect 32:998–1015. https://doi.org/10.1111/j.1365-2478.1984.tb00751.x
43. Virieux J, Operto S (2009) An overview of full-waveform inversion in exploration geophysics. Geophysics 74:WCC1–WCC26. https://doi.org/10.1190/1.3238367
44. Wang G, Yuan S, Wang S (2019) Retrieving low-wavenumber information in FWI: an efficient solution for cycle skipping. IEEE Geosci Remote Sens Lett 16:1125–1129. https://doi.org/10.1109/lgrs.2019.2892998
45. Warner M, Guasch L (2014) Adaptive waveform inversion: theory. SEG Tech Program Expand Abstr. https://doi.org/10.1190/segam2014-0371.1
46. Wu R-S, Luo J, Wu B (2014) Seismic envelope inversion and modulation signal model. Geophysics 79:WA13–WA24. https://doi.org/10.1190/geo2013-0294.1
47. Xu S, Wang D, Chen F, Zhang Y, Lambare G (2012) Full waveform inversion for reflected seismic data. EAGE Tech Program Ext Abstr. https://doi.org/10.3997/2214-4609.20148725
48. Yang H, Han L, Zhang F, Sun H, Bai L (2016) Full waveform inversion without low frequency using wavefield phase correlation shifting method. J Seism Explor 25:45–55
49. Yuan S, Wang S, Luo Y, Wei W, Wang G (2019) Impedance inversion by using the low-frequency full-waveform inversion result as an a priori model. Geophysics 84:R149–R164. https://doi.org/10.1190/geo2017-0643.1
50. Zhang P, Han L, Xu Z, Zhang F, Wei Y (2017) Sparse blind deconvolution based low-frequency seismic data reconstruction for multiscale full waveform inversion. J Appl Geophys 139:91–108. https://doi.org/10.1016/j.jappgeo.2017.02.021
51. Zhang Z, Alkhalifah T, Wu Z, Liu Y, He B, Oh J (2019) Normalized nonzero-lag crosscorrelation elastic full-waveform inversion. Geophysics 84:R1–R10. https://doi.org/10.1190/geo2018-0082.1
52. Zhou B, Greenhalgh SA (2003) Crosshole seismic inversion with normalized full-waveform amplitude data. Geophysics 68:1320–1330. https://doi.org/10.1190/1.1598125
53. Zhu H, Fomel S (2016) Building good starting models for full-waveform inversionusing adaptive matching filtering misfit. Geophysics 81:U61–U72. https://doi.org/10.1190/geo2015-0596.1

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2021)

Typ dokumentu

Bibliografia

Identyfikator YADDA

bwmeta1.element.baztech-d7ca667c-18c9-414b-bdd1-057653f62466