Skip to main content
Log in

Amplitude variation with offset and azimuth inversion to predict and evaluate coal seam fracture parameters

  • Research Article
  • Published:
Frontiers of Earth Science Aims and scope Submit manuscript

Abstract

Amplitude variation with offset and azimuth (AVOA) inversion is a mainstream method for predicting and evaluating fracture parameters of conventional oil and gas reservoirs. However, its application to coal seams is limited because of the specificity of the equivalent media model for coal—also, the traditional seismic acquisition system employed in coal fields falls within a narrow azimuth. In this study, we initially derived a P-P wave reflection coefficient approximation formula for coal seams, which is directly expressed in terms of fracture parameters using the Schoenberg linear-slide model and Hudson model. We analyzed the P-P wave reflection coefficient’s response to the fracture parameters using a two-layer forward model. Accordingly, we designed a two-step inversion workflow for AVOA inversion of the fracture parameters. Thereafter, high-density wide-azimuth pre-stack 3D seismic data were utilized for inverting the fracture density and strike of the target coal seam. The inversion accuracy was constrained by Student’s t-distribution testing. The analysis and validation of the inversion results revealed that the relative fracture density corresponds to fault locations, with the strike of the fractures and faults mainly at 0°. Therefore, the AVOA inversion method and technical workflow proposed here can be used to efficiently predict and evaluate fracture parameters of coal seams.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bakulin A, Grechka V, Tsvankin I (2000). Estimation of fracture parameters from reflection seismic data-part I: HTI model due to a single fracture set. Geophysics, 65(6): 1788–1802

    Article  Google Scholar 

  • Beers Y (1962). Introduction to the Theory of Error. New York: Addison Wesley Publishing Company

    Google Scholar 

  • Chen T J, Wang X, Cui R F (2010). The detectability analysis on HTI tectonic coal cracks by azimuthal AVO’s forward modeling. J China Coal Soc, 35(4): 640–644 (in Chinese)

    Google Scholar 

  • Chen X P, Huo Q M, Lin J D, Wang Y, Sun F, Li W, Li G (2014). Theory of CBM AVO: 1. characteristics of anomaly and why it is so. Geophysics, 79(2): D55–D65

    Article  Google Scholar 

  • Deng X J, Peng S P, Lin Q X, Gou J W, Du W F (2010). AVO forward method of anisotropic thin coal bed. J China Coal Soc, 35(12): 2053–2058 (in Chinese)

    Google Scholar 

  • Dong S (2004). Evaluation technique of azimuthal anisotropic cracks from P wave data and test of elastic anisotropic coefficients of coal. Dissertation for the Doctoral Degree. Xuzhou: China University of Mining and Technology (in Chinese)

    Google Scholar 

  • Duxbury A, White D, Samson C, Hall S A, Wookey J, Kendall J M (2012). Fracture mapping using seismic amplitude variation with offset and azimuth analysis at the Weyburn CO2 storage site. Geophysics, 77(6): B295–B306

    Article  Google Scholar 

  • Fu X H, Qin Y, Wei Z T (2007). Coal-Bed Methane Geology. Xuzhou: China University of Mining and Technology Press (in Chinese)

    Google Scholar 

  • Grechka G, Tsvankin I (1998). 3-D description of normal moveout in anisotropic inhomogeneous media. Geophysics, 63(3): 1079–1092

    Article  Google Scholar 

  • Hall S A, Kendall J M (2003). Fracture characterization at Valhall: application of P-wave amplitude variation with offset and azimuth (AVOA) analysis to a 3D ocean-bottom data set. Geophysics, 68(4): 1150–1160

    Article  Google Scholar 

  • Hudson J A (1981). Wave speeds and attenuation of elastic waves in material containing cracks. Geophysical J Intern, 64(1): 133–150

    Article  Google Scholar 

  • Jenner E (2002). Azimuthal AVO: methodology and data examples. Leading Edge, 21(8): 782–786

    Article  Google Scholar 

  • Luo M, Evans B J (2003). 3D fracture assessment using AVOA and a layer-stripping approach. Explor Geophy, 34(1/2): 1–6

    Article  Google Scholar 

  • Luo M, Evans B J (2004). An amplitude-based multiazimuthal approach to mapping fractures using P-wave 3D seismic data. Geophysics, 69(3): 690–698

    Article  Google Scholar 

  • Mallick S, Craft K L, Meister L J, Chambers R E (1998). Determination of the principal directions of azimuthal anisotropy from P-wave seismic data. Geophysics, 63(2): 692–706

    Article  Google Scholar 

  • Mavko G, Mukerji T, Dvorkin J (1998). The Rock Physics Handbook: Tools for Seismic Analysis of Porous Media. London: Cambridge University Press

    Google Scholar 

  • Peng S P, Chen H, Yang R, Gao Y, Chen X (2006). Factors facilitating or limiting the use of AVA for coal-bed methane. Geophysics, 71(4): C49–C56

    Article  Google Scholar 

  • Peng S P, Du W F, Yin C Y, Zou G G (2014). Coal-bed gas content prediction based on AVO inversion. J China Coal Soc, 39(9): 1792–1796 (in Chinese)

    Google Scholar 

  • Peng S P, Wang H W, Du W F, Gou J W (2013). AVO response characteristics and its influencing factors in HTI coalbed. J China Coal Soc, 38(10): 1715–1719 (in Chinese)

    Google Scholar 

  • Ramos A, Davis T L (1997). 3-D AVO analysis and modeling applied to fracture detection in coalbed methane reservoirs. Geophysics, 62(6): 1683–1695

    Article  Google Scholar 

  • Rüger A (1997). P-wave reflection coefficients for transversely isotropic models with vertical and horizontal axis symmetry. Geophysics, 62(3): 713–722

    Article  Google Scholar 

  • Rüger A (1998). Variation of P-wave reflectivity with offset and azimuth in anisotropic media. Geophysics, 63(3): 935–947

    Article  Google Scholar 

  • Schoenberg M, Douma J (1988). Elastic wave propagation in media with parallel fractures and aligned cracks. Geophysical Prospecting, 36(6): 571–590

    Article  Google Scholar 

  • Schoenberg M, Sayers C M (1995). Seismic anisotropy of fractured rock. Geophysics, 60(1): 204–211

    Article  Google Scholar 

  • Shen F, Sierra J, Burns D R, Toksöz M N (2002). Azimuthal offset-dependent attributes applied to fracture detection in a carbonate reservoir. Geophysics, 67(2): 355–364

    Article  Google Scholar 

  • Sun W, He Z L, Li Y F, Liu Z W, Zhou Y (2014). An improved method of fracture prediction based on P-wave anisotropy and its application. Oil Geophysical Prospecting, 49(6): 1170–1178

    Google Scholar 

  • Tian W, Zou G, Tang X M, Zeng H (2017). Method of predicting the water abundance of limestone based on AVO technique and pseudo Poisson’s ratio attribute. J China Coal Soc, 42(10): 2706–2717 (in Chinese)

    Google Scholar 

  • Wu H, Cheng Y, Zhang P, Dong S H, Huang Y P (2020). Brittleness index calculation based on amplitude variation with offset inversion for coal-bed methane reservoir: a case study of the Qinshui Basin, China. Interpretation, 8(1): SA63–SA72

    Article  Google Scholar 

  • Wu H, Dong S, Huang Y, Chen G W, Wang H L (2015). A method for coal structure division based on AVO simultaneous inversion. J Seismic Explor, 24(4): 365–378

    Google Scholar 

  • Wu H, Dong S, Huang Y, Wang H, Chen G (2016). Brittleness index calculation and evaluation for CBM reservoirs based on AVO simultaneous inversion. J App Geophy, 134: 191–198

    Article  Google Scholar 

  • Xia G, Thomsen L, Barkved O (2006). Fracture detection from seismic P-wave azimuthal AVO analysis application to Valhall LoFS data. In: International Symposium on In-Situ Rock Stress, Proceedings and Monographs in Engineering, Water and Earth Sciences, 511–519

Download references

Acknowledgments

We thank Yaping Huang for his comments on this manuscript. This work was supported by the University Synergy Innovation Program of Anhui Province (Nos. GXXT-2021-016 and GXXT-2019-029), the National Natural Science Foundation of China (Grant No. 41902167), and the Institute of Energy, Hefei Comprehensive National Science Center (No. 21KZS215).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Haibo Wu.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wu, H., Zhu, S., Liu, Q. et al. Amplitude variation with offset and azimuth inversion to predict and evaluate coal seam fracture parameters. Front. Earth Sci. 17, 505–513 (2023). https://doi.org/10.1007/s11707-022-1017-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11707-022-1017-y

Keywords

Navigation