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Reverse Time Migration of Seismic Forward-Prospecting Data in Tunnels Based on Beamforming Methods

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Abstract

For tunneling in complex geological conditions, effective and accurate advanced prospecting techniques are required to detect unexpected geological heterogeneities in front of the tunnel face. Reverse time migration (RTM) method is a promising method to image the geological changes based on seismic forward-prospecting data acquired in tunnels. However, conventional tunnel-based RTM images suffer interference of “trailing” artifacts. Beamforming method can obtain a focused wave front through the stack of wavefield, resulting in improved data quality and RTM results. In this study, we incorporate the beamforming method in RTM imaging procedure, and propose a “sweep and stack” mode RTM method as well as its calculation scheme. Three tunnel-based models with different kinds of geological interfaces are designed to generate synthetic seismic records. Wavefield extrapolation is achieved by an acoustic staggered-grid finite-difference algorithm and zero-lag cross-correlation imaging condition is applied to present RTM results. Analysis and comparison of conventional RTM results and “sweep and stack” mode record-side beamforming RTM results illustrate that, both methods can successfully identify the geological interface ahead of the tunnel face, while record-side beamforming RTM images present more concentrated energy arcs with higher amplitude, which is preferred for geology interpretations. Moreover, the synthetic test in a noisy environment demonstrates that record-side beamforming RTM has better anti-noise capability than the conventional RTM approach. A field test in a highway tunnel construction site is performed to show the good application effects of “sweep and stack” mode RTM in practical seismic detections.

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Abbreviations

\(d\) :

Vibrator interval of seismic source array

\(\theta\) :

Propagation direction of beamforming wavefield

\(k\) :

An attenuation coefficient in \(x\) or \(z\) direction

\(n\) :

Time step for iterations

\(l{\text{ }}(0 \leqslant l \leqslant L)\) :

Distance from a certain PML to the inner boundary of the PML area

\(L\) :

Thickness of the whole PML area

\(m\) :

Order of the polynomial function

\(p\) :

Pressure

\(R\) :

Theoretical reflection coefficient of PML layers

\(R(x,z,t)\) :

Receiver wavefield

\(S(x,z,t)\) :

Source wavefield

\(\sigma\) :

Wave attenuation coefficient for calculating \(\varPsi\) and \(\varOmega\)

\(t\) :

Time

\({t_{\text{max} }}\) :

Maximum recording time of received seismic record

\(\tau\) :

Delay time for beamforming

\(u\) and \(w\) :

Particle velocity components in \(x\) and \(z\) direction, respectively

\(v\) :

Wave velocity of the media

\(\varPsi\) and \(\varOmega\) :

Added terms denoting wave attenuation in \(x\) or \(z\) direction

\(x\), \(z\) :

Spatial coordinates

TBM:

Tunnel boring machine

RTM:

Reverse time migration

SNR:

Signal-to-noise ratio

SFD:

Staggered-grid finite-difference

PML:

Perfectly matched layer

CFS:

Complex frequency shifted

PAS:

Phased array source

References

  • Arlitt R, Kissling E, Ansorge J (1999) Three-dimensional crustal structure beneath the tor array and effects on teleseismic wavefronts. Tectonophysics 314(1–3):309–319

    Article  Google Scholar 

  • Ashida Y (2001) Seismic imaging ahead of a tunnel face with three-component geophones. Int J Rock Mech Min Sci 38(6):823–831

    Article  Google Scholar 

  • Baysal E, Kosloff DD, Sherwood JWC (1983) Reverse time migration. Geophysics 48:1514–1524

    Article  Google Scholar 

  • Berenger JP (1994) A perfect matched layer for the absorption of electromagnetic waves. J Comput Phys 114(2):185–200

    Article  Google Scholar 

  • Bohlen T, Lorang U, Rabbel W, Muller G, Giese R, Lüth S et al (2007) Rayleigh-to-shear wave conversion at the tunnel face-from 3D-FD modeling to ahead-of-drill exploration. Geophysics 72(6):T67–T79

    Article  Google Scholar 

  • Chang WF, McMechan GA (1989) 3D acoustic reverse-time migration. Geophys Prospect 37(3):243–256

    Article  Google Scholar 

  • Chang WF, McMechan GA (1994) 3D elastic prestack reverse-time depth migration. Geophysics 59(4):597–609

    Article  Google Scholar 

  • Chattopadhyay S, McMechan GA (2008) Imaging conditions for prestack reverse-time migration. Geophysics 73(3):S81–S89

    Article  Google Scholar 

  • Cheng F, Liu J, Qu N, Mao M, Zhou L (2014) Two-dimensional pre-stack reverse time imaging based on tunnel space. J Appl Geophys 104(5):106–113

    Article  Google Scholar 

  • Claerbout JF (1971) Toward a unified theory of reflector mapping. Geophysics 36(3):467–481

    Article  Google Scholar 

  • Collino F, Tsogka C (2001) Application of the perfectly matched absorbing layer model to the linear elastodynamic problem in anisotropic heterogeneous media. Geophysics 66(1):294–307

    Article  Google Scholar 

  • Drossaert FH, Giannopoulos A (2007) Complex frequency shifted convolution PML for FDTD modelling of elastic waves. Wave Motion 44(7–8):593–604

    Article  Google Scholar 

  • Ehrbar H (2008) Gotthard base tunnel, Switzerland. Experiences with different tunnelling methods. In: Proc. 2° Congresso Brasileiro de Túneis e Estruturas Subterrâneas, Sao Paulo

  • Guigné JY, Stacey AJ, Clements C, Azad S, Pant A, Gogacz A et al (2014) Acoustic zoom high-resolution seismic beamforming for imaging specular and non-specular energy of deep oil and gas bearing geological formations. J Nat Gas Sci Eng 21:568–591

    Article  Google Scholar 

  • Harjes HP, Henger M (1973) Array-seismologie. Z Geophys 39:865–905

    Google Scholar 

  • Inazaki T, Isahai H, Kawamura S, Kurahashi T, Hayashi H (1999) Stepwise application of horizontal seismic profiling for tunnel prediction ahead of the face. Lead Edge 18(12):1429–1431

    Article  Google Scholar 

  • Jiang T, Lin J, Yang D, Chen Z (2008) Analysis of directional seismic signal based on phased-array vibrator system. Chin J Geophys 51(5):1551–1556 (in Chinese)

    Google Scholar 

  • Jiang T, Lin J, Jia H, Xu X, Ge L, Huang D et al (2012) Time-domain seismic beam-forming based on receiver arrays. Chin J Geophys 55(12):4277–4287 (in Chinese)

    Google Scholar 

  • Kindelan M, Kamel A, Sguazzero P (1990) On the construction and efficiency of staggered numerical differentiators for the wave equation. Geophysics 55(1):107–110

    Article  Google Scholar 

  • Kneib G, Leykam A (2004) Finite-difference modelling for tunnel seismology. Near Surf Geophys 2(2):71–93

    Article  Google Scholar 

  • Krüger F, Baumann M, Scherbaum F, Weber M (2001) Mid mantle scatterers near the Mariana Slab detected with a double array method. Geophys Res Lett 28(4):667–670

    Article  Google Scholar 

  • Levin SA (1984) Principle of reverse-time migration. Geophysics 49(5):581–583

    Article  Google Scholar 

  • Li S, Liu B, Xu X, Nie L, Liu Z, Song J et al (2017) An overview of ahead geological prospecting in tunneling. Tunn Undergr Space Technol 63:69–94

    Article  Google Scholar 

  • Lüth S, Giese R, Otto P, Krüger K, Mielitz S, Bohlen T et al (2008a) Seismic investigations of the Piora Basin using S-wave conversions at the tunnel face of the Piora adit (Gotthard Base Tunnel). Int J Rock Mech Min Sci 45(1):86–93

    Article  Google Scholar 

  • Lüth S, Giese R, Rechlin A (2008b) A seismic exploration system around and ahead of tunnel excavation—onsite. World Tunnel Congress, Agra, pp 119–125

    Google Scholar 

  • McMechan GA (1983) Migration by extrapolation of time-dependent boundary values. Geophys Prospect 31(3):413–420

    Article  Google Scholar 

  • Moradpouri F, Moradzadeh A, Pestana R, Ghaedrahmati R, Soleimani Monfared M (2017) An improvement in wavefield extrapolation and imaging condition to suppress reverse time migration artifacts. Geophysics 82(6):S403–S409

    Article  Google Scholar 

  • Nguyen LT, Nestorović T (2016) Unscented hybrid simulated annealing for fast inversion of tunnel seismic waves. Comput Methods Appl Mech Eng 301:281–299

    Article  Google Scholar 

  • Otto R, Button E, Bretterebner H, Schwab P (2002) The application of TRT—true reflection tomography—at the Unterwald Tunnel. Felsbau 20(2):51–56

    Google Scholar 

  • Petronio L, Poletto F, Schleifer A (2007) Interface prediction ahead of the excavation front by the tunnel-seismic-while-drilling (TSWD) method. Geophysics 72(4):39–44

    Article  Google Scholar 

  • Rost S, Thomas C (2002) Array seismology: methods and application. Rev Geophys 40(3):2–27

    Article  Google Scholar 

  • Sattel G, Sander B, Amberg F, Kashiwa T (1996) Predicting ahead of the face. Tunn Tunn Int 28(4):24–30

    Google Scholar 

  • Swinnen G, Thorbecke JW, Drijkoningen GG (2007) Seismic imaging from a TBM. Rock Mech Rock Eng 40(6):577–590

    Article  Google Scholar 

  • Tzavaras J, Buske S, Groß K, Shapiro S (2012) Three-dimensional seismic imaging of tunnels. Int J Rock Mech Min Sci 49(1):12–20

    Article  Google Scholar 

  • Whitmore ND (1983) Iterative depth migration by backward time propagation. In: 53rd Annual international meeting, SEG, expanded abstracts, pp 382–385

  • Zhang Y, Zhang H, Zhang G (2011) A stable TTI reverse time migration and its implementation. Geophysics 76(3):WA3–WA11

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the National Program on Key Basic Research Project of China (nos. 2014CB046901 and 2015CB058101), the National Key Scientific Instrument and Equipment Development Project (no. 51327802), the National Natural Science Foundation of China (nos. 51739007, 51479104 and 41502279), the National Key Research and Development Plan (nos. 2016YFC0401801, 2016YFC0401805 and 2016YFC0801604), the Royal Academy of Engineering under the UK-China Industry Academia Partnership Programme scheme (UK-CIAPP\314), the Key Research and Development Plan of Shandong Province (nos. 2016ZDJS02A01 and 2016GSF120001), the Major Science and Technology Special Projects of Henan Province (no. 161100211100), the Fundamental Research Funds of Shandong University (no. 2017JC002). The above supports are greatly acknowledged.

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Correspondence to Shucai Li.

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Li, S., Ren, Y., Liu, L. et al. Reverse Time Migration of Seismic Forward-Prospecting Data in Tunnels Based on Beamforming Methods. Rock Mech Rock Eng 52, 3261–3278 (2019). https://doi.org/10.1007/s00603-019-01763-2

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