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A new multi scale signed direct envelope inversion with more accurate amplitude polarity information

Wybrane pełne teksty z tego czasopisma
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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Subsurface parameter reconstruction using full waveform inversion is highly nonlinear with nonunique solutions. When the initial model with high precision is missing, the cycle skipping problem will be encountered, especially for the strong scattering media like salt structures. In order to adapt to the inversion of strong scattering media, direct envelope inversion (DEI) using directly the envelope Fréchet derivatives was proposed to avoid the weakly nonlinear assumption for the model updating. In the original DEI method, the envelope polarity is not considered. To further improve the efectiveness of DEI, signed envelope inversion with polarity detection can be used. In this work, we develop a new polarity detection technique on the basis of seismic attributes, which can provide more accurate polarity information for the seismic envelope. Based on the above technique, the new multi-scale signed DEI method is proposed. The new technique is applied to the SEG/EAGE salt model. The numerical examples verifed the efectiveness of this method.
Czasopismo
Rocznik
Strony
1361--1371
Opis fizyczny
Bibliogr. 43 poz.
Twórcy
autor
  • School of Automation and Information Engineering, Xi’an University of Technology, Xi’an 710048, China
autor
  • Ocean College, Zhejiang University, Zhoushan 316021, China
autor
  • IGPP, University of California, Santa Cruz, CA 95064, USA
autor
  • School of Automation and Information Engineering, Xi’an University of Technology, Xi’an 710048, China
Bibliografia
  • 1. Alkhalifah T (2015a) Scattering-angle based filtering of the waveform inversion gradients. Geophys J Int 200:363–373
  • 2. Alkhalifah T (2015b) Conditioning the full-waveform inversion gradient to welcome anisotropy. Geophysics 80:R111–R122
  • 3. Biondi B, Almomin A (2014) Simultaneous inversion of full data bandwidth by tomographic full-waveform inversion. Geophysics 79:WA129–WA140
  • 4. Brossier R (2011) Two-dimensional frequency-domain visco-elastic full waveform inversion: Parallel algorithms, optimization and performance. Comput Geosci 37:444–455
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  • 6. Causse E, Mittet R, Ursin B (1999) Preconditioning of full-waveform inversion in viscoacoustic media. Geophysics 64:130–145
  • 7. Chen G, Wu RS, Wang Y, Chen S (2018) Multi-scale signed envelope inversion. J Appl Geophys 153:113–126
  • 8. Chen G, Wu RS, Chen S (2019) Multiscale direct envelope inversion: algorithm and methodology for application to the salt structure inversion. Earth Space Sci 6:174–190
  • 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
  • 10. Debens HA, Warner M, Umpleby A, Silva NVD (2015) Global anisotropic 3D FWI. In: Proceeding of the 85th annual international meeting. SEG, Extended Abstracts, pp 1193–1197
  • 11. Dellinger J, Brenders AJ, Sandschaper J, Regone C, Etgen J, Ahmed I, Lee K (2017) The garden banks model experience. Lead Edge 36:151–158
  • 12. Dong S, Han L, Hu Y, Yin Y (2020) Full waveform inversion based on a local traveltime correction and zero-mean cross-correlation-based misfit function. Acta Geophys 68:29–50
  • 13. Esser E, Guasch L, Herrmann FJ, Warner M (2016) Constrained waveform inversion for automatic salt flooding. Lead Edge 35:235–239
  • 14. Guo B, Liu H, Shi Y, Wang W, Zhang Z (2018) Improving waveform inversion using modified interferometric imaging condition. Acta Geophys 66:71–80
  • 15. Hu Y, Wu RS, Han L, Zhang P (2019) Joint Multiscale direct envelope inversion of phase and amplitude in the time-frequency domain. IEEE Trans Geosci Remote Sens 57:5108–5120
  • 16. Huo Y, Zhang M (2009) Full waveform inversion of gas hydrate reflectors in Northern South China Sea. Acta Geophys 57:716–727
  • 17. Luo J, Wu RS (2015) Seismic envelope inversion: reduction of local minima and noise resistance. Geophys Prospect 63:597–614
  • 18. Luo J, Wu RS (2018) Velocity and density reconstruction based on scattering angle separation. Pure Appl Geophys 175:4371–4387
  • 19. Luo J, Xie XB (2017) Frequency-domain full waveform inversion with an angle-domain wavenumber filter. J Appl Geophys 141:107–118
  • 20. Luo J, Wu RS, Gao F (2018) Time-domain full waveform inversion using instantaneous phase information with damping. J Geophys Eng 15:1032–1041
  • 21. Masmoudi N, Alkhalifah T (2016) A new parametrization for waveform inversion in acoustic orthorhombic media. Geophysics 81:R157–R171
  • 22. Mulder WA, Plessix RE (2008) Exploring some issues in acoustic full waveform inversion. Geophys Prospect 56:827–841
  • 23. Pan GS, Phinney RA, Odom RI (1988) Full- waveform inversion of plane-wave seismograms in stratified acoustic media: theory and feasibility. Geophysics 53:21–31
  • 24. Plessix RE, Cao Q (2011) A parametrization study for surface seismic full waveform inversion in an acoustic vertical transversely isotropic medium. Geophys J Int 185:539–556
  • 25. Pratt RG (1999) Seismic waveform inversion in the frequency domain, part 1: theory and verification in a physical scale model. Geophysics 64:888–901
  • 26. Qu Y, Li Z, Huang J, Li J (2017) Viscoacoustic anisotropic full waveform inversion. J Appl Geophys 136:484–497
  • 27. Rusmanugroho H, Modrak R, Tromp J (2017) Anisotropic full-waveform inversion with tilt-angle recovery. Geophysics 82:R135–R151
  • 28. Sambridge MS, Tarantola A, Kennett BLN (1991) An alternative strategy for non-linear inversion of seismic waveforms. Geophys Prospect 39:723–736
  • 29. Sarkar D, Bakulin A, Kranz RL (2003) Anisotropic inversion of seismic data for stressed media: theory and a physical modeling study on Berea sandstone. Geophysics 68:690–704
  • 30. Sear TJ, Singh SC, Barton PJ (2008) Elastic full waveform inversion of multi-component OBC seismic data. Geophys Prospect 56:843–862
  • 31. Shin C, Cha YH (2008) Waveform inversion in the Laplace domain. Geophys J Int 173:922–931
  • 32. Tarantola A (1984) Inversion of seismic reflection data in the acoustic approximation. Geophysics 49:1259–1266
  • 33. Tarantola A (1986) A strategy for nonlinear elastic inversion of seismic reflection data. Geophysics 51:1893–1903
  • 34. Taroudakis M, Papadakis JS (1993) A modal inversion scheme for ocean acoustic tomography. J Comput Acoust 1:395–421
  • 35. Wang T, Cheng J (2017) Elastic full waveform inversion based on mode decomposition: the approach and mechanism. Geophys J Int 209:606–622
  • 36. Warner M, Guasch L (2016) Adaptive waveform inversion: theory. Geophysics 81:R429–R445
  • 37. Wu RS, Chen G (2017) New Fréchet derivative for envelope data and multi-scale envelope inversion. In: Proceeding of the 79th annual conference and exhibition, EAGE, extended abstracts, Tu-A3-12
  • 38. Wu RS, Luo J, Wu B (2014) Seismic envelope inversion and modulation signal model. Geophysics 79:WA13–WA24
  • 39. Xie XB (2015) An angle-domain wavenumber filter for multi-scale full-waveform inversion. In: Proceeding of the 85th annual international meeting, SEG, expanded abstracts, pp 1132–1137
  • 40. Yang YN, Engquist B, Sun JZ, Hamfeldt BF (2018) Application of optimal transport and the quadratic Wasserstein metric to full-waveform inversion. Geophysics 83:R43–R62
  • 41. Yuan SY, Wang SX, Luo YN, Wei WW, Wang GC (2019) Impedance inversion by using the low-frequency full-waveform inversion result as an a priori model. Geophysics 84:R149–R164
  • 42. Yuan SY, Wang JH, Liu T, Xie T, Wang SX (2020) Six-dimensional phase-difference attributes for wide-azimuth data interpretation. Geophysics. https://doi.org/10.1190/geo2019-0431.1
  • 43. Zhang P, Wu RS, Han L (2018) Source-independent seismic envelope inversion based on the direct envelope Fréchet derivative. Geophysics 83:R581–R595
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-aeb0b9e8-fa2b-4cfc-9da3-efdfeef35023
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