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On the Use of Fractal Surfaces to Understand Seismic Wave Propagation in Layered Basalt Sequences

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Abstract

The aim of this study is to better understand how a layered basalt sequence affects the propagation of a seismic wave, which has implications for sub-basalt seismic imaging. This is achieved by the construction of detailed, realistic models of basalt sequences, using data derived directly from outcrop analogues. Field data on the surface roughness of basaltic lava flows were captured using terrestrial laser scanning and satellite remote sensing. The fractal properties of the surface roughness were derived, and it can be shown that the lava flow surface is fractal over length scales up to approximately 2 km. The fractal properties were then used to construct synthetic lava flow surfaces using a von Karman power spectrum, and the resulting surfaces were then stacked to create a synthetic lava flow sequence. P-wave velocity data were then added, and the resulting model was used to generate synthetic seismic data. The resulting stacked section shows that the ability to resolve the internal structure of the lava flows is quickly lost due to scattering and attenuation by the basalt pile. A further result from generating wide-angle data is that the appearance of a lower-velocity layer below the basalt sequence may be caused by destructive interference within the basalt itself.

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References

  • Bean, C.J. (1996), On the cause of 1/f-power spectral scaling in borehole sonic logs, Geophysical Research Letters 23, 3119–3122.

  • Bean, C.J., and Martini, F. (2010), Sub-basalt seismic imaging using optical-to-acoustic model building and wave equation datuming processing, Marine and Petroleum Geology 27, 555–562.

  • Bendat, J.S., and Piersol, A.G., Random data: analysis and measurement procedures (Wiley, New York, 1986).

  • Browaeys, T.J., and Fomel, S. (2009), Fractal heterogeneities in sonic logs and low-frequency scattering attenuation, Geophysics 74, WA77–WA92.

  • Bryan, S. E., Peate, I.U., Peate, D.W., Self, S., Jerram, D.A., Mawby, M.R., Marsh, J.S., and Miller, J.A. (2010), The largest volcanic eruptions on Earth, Earth‐Science Reviews 102, 207–229.

  • Buckley, S.J., Howell, J.A., Enge, H.D., and Kurz, T.H. (2008), Terrestrial laser scanning in geology: data acquisition, processing and accuracy considerations, Journal of the Geological Society 165, 625–638.

  • Buffett, G.G., Hurich, C.A., Vsemirnova, E.A., Hobbs, R.W., Sallares, V., Carbonell, R., Klaeschen, D., and Biescas, B. (2010), Stochastic heterogeneity mapping around a Mediterranean salt lens, Ocean Science 6, 423–429.

  • Cohen, J. K. and Stockwell, Jr. J. W., (2012), CWP/SU: Seismic Un*x Release No.43r3: an open source software package for seismic research and processing, Center for Wave Phenomena, Colorado School of Mines.

  • Davison, I., Stasiuk, S., Nuttall, P., Keane, P. (2010), Sub-basalt hydrocarbon prospectivity in the Rockall, Faroe–Shetland and Møre basins, NE Atlantic, in B. A. Vining, S. C. Pickering, ed., Petroleum Geology: From Mature Basins to New Frontiers—Proceedings of the 7th Conference, The Geological Society of London, 1025–1032.

  • Dolan, S.S., and Bean, C.J. (1997), Some remarks on the estimation of fractal scaling parameters from borehole wire-line logs, Geophysical Research Letters 24, 1271–1274.

  • Dolan, S.S., Bean, C.J., and Riollet, B. (1998), The broad-band fractal nature of heterogeneity in the upper crust from petrophysical logs, Geophysical Journal International 132, 489–507.

  • Ebner, M., D. Koehn, R. Toussaint and F. Renard, (2009) The influence of rock heterogeneity on the scaling properties of simulated and natural stylolites, Journal of Structural Geology 31, 72.

  • Ebner, M., R. Toussaint, J. Schmittbuhl, D. Koehn and P. Bons, (2010) Anisotropic scaling of tectonic stylolites: a fossilized signature of the stress field?, Journal of Geophysical Research 115, B06403.

  • Enge, H.D., Buckley, S.J., Rotevatn, A., and Howell, J.A. (2007), From outcrop to reservoir simulation model: workflow and procedures, Geosphere 3, 469–490.

  • Feder, J. Fractals (Plenum, New York, 1988).

  • Field, L., Barnie, T., Bludy, J., Brooker, R.A., Keir, D., Lewi, E. and Saunders, K. (2012), Integrated field, satellite and petrological observations of the November 2010 eruption of Erta Ale, Bulletin of Volcanology 74, 2251–2271.

  • Frenje, L., Scattering of Seismic Waves in Random Velocity Models (PhD thesis, Uppsala University, 2000).

  • Frenje, L. and Juhlin, C. (1998), Scattering of seismic waves simulated by finite difference modelling in random media: application to the Gravberg-1 well, Sweden, Tectonophysics 293, 61–68.

  • Goff, J.A. and Jordan, T.H. (1988). Stochastic modeling of seafloor morphology: Inversion of sea beam data for second order statistics, Journal of Geophysical Research 93, 13589–13608. doi:10.1029/88JB03160.

  • Guilbaud, M., Self, S., Thordarson, T., and Blake, S. (2005), Morphology, surface structures, and emplacement of lavas produced by Laki, AD 1783–1784, Special paper—Geological Society of America 396, 81–102.

  • Helland-Hansen, D. (2009), Rosebank—Challenges to development from a subsurface perspective, in Varming, T., and Ziska, H., (eds), Faroe Islands Exploration Conference: Proceedings of the 2nd Conference, Annales Societatis Scientarium Faroensis, supplementum 50, 241–245.

  • Higuchi, T. (1990). Relationship between the fractal dimension and the power law index for a time series: a numerical investigation, Physica D 46, 254–264.

  • Holliger, K. (1996), Upper-crustal seismic velocity heterogeneity as derived from a variety of P-wave sonic logs, Geophysical Journal International 125, 813–829.

  • Huang, J., and Turcotte, D.L. (1989), Fractal mapping of digitized images: application to the topography of Arizona and comparisons with synthetic images, Journal of Geophysical Research 94, 7491–7495.

  • Jerram, D.A. (2002), Volcanology and facies architecture of flood basalts, in Menzies, M.A., Klemperer, S.L., Ebinger, C.J., and Baker, J., eds., Volcanic rifted margins. Geological Society of America Special Paper 362, 119–132.

  • Jerram, D.A., and Smith, S.A.F. (2010), Earth’s hottest place, Geoscientist 20, 12–13.

  • Keszthelyi, L., Thordarson, T., McEwen, A., Haack, H., Guilbaud, M.N., Self, S., and Rossi, M.J. (2004), Icelandic analogs to Martian flood lavas, Geochemistry Geophysics Geosystems 5, 1–32.

  • Kumar, D., Bastia, R., and Guha, D. (2004), Prospect hunting below Deccan basalt: imaging challenges and solutions: First Break 22, 35–39.

  • Laier, T., Nycroft, H.P., Jørgensen, O., and Isaksen, G.H. (1997), Hydrocarbon traces in the Tertiary basalts of the Faeroe Islands, Marine and Petroleum Geology 14, 257–266.

  • Laronne Ben-Itzhak, L., E. Aharonov, R. Toussaint and A. Sagy, (2012) Upper bound on stylolite roughness as indicator for the duration and amount of dissolution, Earth and Planetary Science Letters, 337–338, 186–196.

  • McCaffrey, K.J.W., Feely, M., Hennessy, R., and Thompson, J. (2008), Visualization of folding in marble outcrops, Connemara, western Ireland: an application of virtual outcrop technology, Geosphere 4, 588–599.

  • McCaffrey, K.J.W., Jones, R.R., Holdsworth, R.E., Wilson, R.W., Clegg, P., Imber, J., Holliman, N, and Trinks, I. (2005), Unlocking the spatial dimension: digital technologies and the future of geoscience fieldwork, Journal of the Geological Society 162, 927–938.

  • Mandelbrot, B. (1985), Self-affine fractals and fractal dimension. Physica Scripta 32, 257–260.

  • Maresh, J. The Seismic Expression of Paleogene Basalts on the Atlantic Margin (PhD thesis, Cambridge University, 2004).

  • Maresh, J., White, R.S., Hobbs, R.W., and Smallwood, J.R. (2006), Seismic attenuation of Atlantic margin basalts: observations and modeling, Geophysics 71, B211–B221.

  • Martini, F., and Bean, C.J. (2002), Application of pre-stack wave equation datuming to remove interface scattering in sub-basalt imaging, First Break 20, 395–403.

  • Martini, F., Hobbs, R.W., Bean, C.J, and Single, R. (2005), A complex 3-D volume for subbasalt imaging, First Break 23, 41–51.

  • Nelson, C.E., Jerram, D.A., Hobbs, R.W., Terrington, R., and Kessler, H. (2011). Reconstructing flood basalt lava flows in 3D using terrestrial laser scanning, Geosphere 7, 87–96.

  • Nelson, C.E., Methods for constructing 3D geological and geophysical models of flood basalt provinces (PhD thesis, Durham University, 2010).

  • Nelson, C.E., Jerram, D.A., Single, R.T., and Hobbs, R.W. (2009a), Understanding the facies architecture of flood basalts and volcanic rifted margins and its effect on geophysical properties., in Varming, T., and Ziska, H., eds., Faroe Islands Exploration Conference: Proceedings of the 2nd Conference, 84–103.

  • Nelson, C.E., Jerram, D.A., and Hobbs, R.W. (2009b), Flood basalt facies from borehole data: implications for prospectivity and volcanology in volcanic rifted margins, Petroleum Geoscience 15, 313–324.

  • Oppenheimer, C., and Francis, P. (1998), Implications of longeval lava lakes for geomorphological and plutonic processes at Erta Ale volcano, Afar, Journal of Volcanology and Geothermal Research 80, 101–111.

  • Planke, S. (1994), Geophysical response of flood basalts from analysis of wire line logs: Ocean Drilling Program Site 642, Vøring Volcanic Margin, Journal of Geophysical Research-Solid Earth 99, 9279–9296.

  • Raum, T., Mjelde, R., Berge, A.M., Paulsen, J.T., Digranes, P., Shimamura, H., Shiobara, H., Kodaira, S., Larsen, V.B., Fredsted, R., Harrison, D.J. and Johnson, M. (2005). Sub-basalt structures east of the Faroe Islands revealed from wide-angle seismic and gravity data, Petroleum Geoscience 11, 291–308.

  • Renard, F., Candela, T., Bouchaud, E. (2013) Constant dimensionality of fault roughness from the scale of micro-fractures to the scale of continents, Geophysical Research Letters 40, p. 83–87.

  • Roberts, A. W., White, R. S., Lunnon, Z. C., Christie, P. A. F., Spitzer, R. and Isimm Team (2005), Imaging magmatic rocks on the Faroes margin. In: Petroleum geology: North-west Europe and global perspectives—Proceedings of the 6th Petroleum Geology Conference. Geological Society, London, Petroleum Geology Conference series 5, 755–766.

  • Rohrman, M. (2007). Prospectivity of volcanic basins: Trap delineation and acreage de-risking, AAPG Bulletin 91, 915–939.

  • Saunders, A.D. (2005). Large igneous provinces: origin and environmental consequences, Elements 1, 259–263.

  • Saupe, D., Algorithms for random fractals, in Peitgen, H., and Saupe, D., eds., The science of fractal images (Springer-Verlag, New York, 1988).

  • Self, S., Keszthelyi, L., and Thordarson, T. (1998), The importance of pahoehoe, Annual Review of Earth and Planetary Sciences 26, 81–110.

  • Self, S., Widdowson, M., Thordarson, T., and Jay, A.E. (2006), Volatile fluxes during flood basalt eruptions and potential effects on the global environment: a Deccan perspective, Earth and Planetary Science Letters 248, 518–532.

  • Thomson, K. (2005), Volcanic features of the North Rockall Trough: application of visualisation techniques on 3D seismic reflection data, Bulletin of Volcanology 67, 116–128.

  • Thordarson, T., and Self, S. (1993), The Laki (Skaftár-Fires) and Grimsvötn eruptions in 1783–1785, Bulletin of Volcanology 55, 233–263.

  • Turcotte, D.L. (1989), Fractals in Geology and Geophysics, Pure and Applied Geophysics 131, 171–196.

  • Walia, R.K., and Bull, J.M. (1997), Modelling rough interfaces on seismic reflection profiles—The application of fractal concepts, Geophysical Research Letters 24, 2067–2070.

  • Welch, P. (1967), The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms, IEEE Transactions on Audio and Electroacoustics 15, 70–73.

  • Wessel, P., and Smith, W.H.F. (2009), The Generic Mapping Tools (GMT) version 4.5.0 Technical Reference & Cookbook, SOEST/NOAA, http://gmt.soest.hawaii.edu/.

  • White, J.C., Development and application of the phase-screen seismic modelling code (PhD thesis, Durham University, 2009).

  • White, J. C. & Hobbs, R. W. (2007), Extension of forward modelling phase-screen code in isotropic and anisotropic media up to critical angle, Geophysics 72, SM107–SM114.

  • White, J.D.L., Bryan, S.E., Ross, P.-S., Self S., and Thordarson, T. (2009). Physical volcanology of continental large igneous provinces: update and review, in, Thordarson, T., Self, S., Larsen, G., Rowland, S.K., Hoskuldsson, A. (eds), Studies in Volcanology: The Legacy of George Walker. Special Publications of IAVCEI 2, 291–321.

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Acknowledgments

The authors would like to thank Dougal Jerram for his part in this project, and for providing the Erte Ale data. Python modelling code was developed by Sarah McMullan, undergraduate student at Durham University. The authors also thank the anonymous reviewer for a thorough and constructive review.

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Correspondence to Catherine E. Nelson.

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Nelson, C.E., Hobbs, R.W. & Rusch, R. On the Use of Fractal Surfaces to Understand Seismic Wave Propagation in Layered Basalt Sequences. Pure Appl. Geophys. 172, 1879–1892 (2015). https://doi.org/10.1007/s00024-014-0986-5

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