Technical Papers
Apr 8, 2021

Characterization of Gas Saturation in Tight-Sandstone Reservoirs with Rock-Physics Templates Based on Seismic Q

Publication: Journal of Energy Engineering
Volume 147, Issue 3

Abstract

Tight-sandstone gas reservoirs have low porosity and permeability, dissimilar pore types, and generally high clay content. Partial saturation leads to local fluid flow induced by seismic waves, resulting in velocity dispersion and attenuation, and this is the reason why the dissipation factor (Q1) (inverse quality factor) is highly sensitive to fluid saturation. A relation between Q and saturation can be based on the self-consistent approximation and poroelasticity theory, to build, in principle, a two-dimensional (2D) rock-physics template. However, there is an ambiguity in the process of estimation because one value of Q may correspond to two saturations. Thus, this paper addresses this limitation. Moreover, a well-log in the Sichuan Basin and reported experimental data show that these reservoirs may have a high clay content, which affects the estimation. To take into account this factor, the hydration effect of clay is considered in the framework of the double double-porosity theory of wave propagation. Ultrasonic measurements were performed on a tight sandstone and the spectral-ratio method was used to estimate Q. Then, three-dimensional (3D) rock-physics templates are built by introducing the phase velocity ratio (VP/VS), clay content, and seismic Q estimated with an improved frequency-shift method. The template is calibrated and tested with ultrasonic, well-log, and seismic data and applied to estimate reservoir porosity, clay content, and gas saturation on 2D and 3D seismic data.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

All data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

This work is supported by the National Natural Science Foundation of China (Grant No. 41974123), the research funds from SINOPEC Key Laboratory of Geophysics, the Jiangsu Innovation and Entrepreneurship Plan and the Jiangsu Province Science Fund for Distinguished Young Scholars (Grant No. BK20200021).

References

Aki, K., and P. G. Richards. 1980. Quantitative seismology: Theory and methods. San Francisco: W.H. Freeman and Company.
Amalokwu, K., I. A. Best, J. Sothcott, and M. Chapman. 2016. “Effects of aligned fractures on the response of velocity and attenuation ratios to water saturation variation: A laboratory study using synthetic sandstones.” Geophys. Prospect. 64 (4): 942–957. https://doi.org/10.1111/1365-2478.12378.
Amalokwu, K., I. A. Best, J. Sothcott, M. Chapman, T. Minshull, and Y. Li. 2014. “Water saturation effects on elastic wave attenuation in porous rocks with aligned fractures.” Geophys. J. Int. 197 (2): 943–947. https://doi.org/10.1093/gji/ggu076.
Ba, J., J. M. Carcione, H. Cao, Q. Du, Z. Yuan, and M. Lu. 2012. “Velocity dispersion and attenuation of P waves in partially-saturated rocks: Wave propagation equations in double-porosity medium.” Chin. J. Geophys. 55 (1): 219–231. https://doi.org/10.6038/j.issn.0001-5733.2012.01.021.
Ba, J., J. M. Carcione, and J. Nie. 2011. “Biot-Rayleigh theory of wave propagation in double-porosity media.” J. Geophys. Res. 116 (6): B06202. https://doi.org/10.1029/2010JB008185.
Ba, J., R. Ma, J. M. Carcione, and S. Picotti. 2019. “Ultrasonic wave attenuation dependence on saturation in tight oil siltstones.” J. Pet. Sci. Eng. 179 (Aug): 1114–1122. https://doi.org/10.1016/j.petrol.2019.04.099.
Ba, J., W. Xu, L. Y. Fu, J. M. Carcione, and L. Zhang. 2017. “Rock anelasticity due to patchy-saturation and fabric heterogeneity: A double-double porosity model of wave propagation.” J. Geophys. Res. Solid Earth 122 (3): 1949–1976. https://doi.org/10.1002/2016JB013882.
Ba, J., J. Zhao, J. M. Carcione, and X. Huang. 2016. “Compressional wave dispersion due to rock matrix stiffening by clay squirt flow.” Geophys. Res. Lett. 43 (12): 6186–6195. https://doi.org/10.1002/2016GL069312.
Batzle, M., and Z. J. Wang. 1992. “Seismic properties of pore fluids.” Geophysics 57 (11): 1396–1408. https://doi.org/10.1190/1.1443207.
Berryman, J. G. 1980. “Long-wavelength propagation in composite elastic media.” J. Acoust. Soc. Am. 68 (6): 1809–1831. https://doi.org/10.1121/1.385171.
Cao, Z., X. Li, J. Liu, X. Qin, S. Sun, Z. Li, and Z. Cao. 2018. “Carbonate fractured gas reservoir prediction based on P-wave azimuthal anisotropy and dispersion.” J. Geophys. Eng. 15 (5): 2139–2149. https://doi.org/10.1088/1742-2140/aabe58.
Carcione, J. M. 2014. “Wave fields in real media.” In Theory and numerical simulation of wave propagation in anisotropic, anelastic, porous and electromagnetic media, 3rd ed. Amsterdam, Netherlands: Elsevier.
Carcione, J. M., H. B. Helle, and N. H. Pham. 2003. “White’s model for wave propagation in partially saturated rocks: Comparison with poroelastic numerical experiments.” Geophysics 68 (4): 1389–1398. https://doi.org/10.1190/1.1598132.
Dasgupta, R., and R. A. Clark. 1998. “Estimation of Q from surface seismic reflection data.” Geophysics 63 (6): 2120–2128. https://doi.org/10.1190/1.1444505.
Guo, J., and B. Gurevich. 2020a. “Effects of coupling between wave-induced fluid flow and elastic scattering on P-wave dispersion and attenuation in rocks with aligned fractures.” J. Geophys. Res. Solid Earth 125 (3): e2019JB018685. https://doi.org/10.1029/2019JB018685.
Guo, J., and B. Gurevich. 2020b. “Frequency-dependent P-wave anisotropy due to wave-induced fluid flow and elastic scattering in a fluid-saturated porous medium with aligned fractures.” J. Geophys. Res. Solid Earth 125 (8): e2020JB020320. https://doi.org/10.1029/2020JB020320.
Guo, J., M. Li, C. Chen, L. Tao, Z. Liu, and D. Zhou. 2020a. “Experimental investigation of spontaneous imbibition in tight sandstone reservoirs.” J. Pet. Sci. Eng. 193 (Oct): 107395. https://doi.org/10.1016/j.petrol.2020.107395.
Guo, J., R. Xie, and L. Xiao. 2020b. “Pore-fluid characterizations and microscopic mechanisms of sedimentary rocks with three-dimensional NMR: Tight sandstone as an example.” J. Nat. Gas Sci. Eng. 80 (Aug): 103392. https://doi.org/10.1016/j.jngse.2020.103392.
Guo, M., L. Fu, and J. Ba. 2009. “Comparison of stress-associated coda attenuation and intrinsic attenuation from ultrasonic measurements.” Geophys. J. Int. 178 (1): 447–456. https://doi.org/10.1111/j.1365-246X.2009.04159.x.
Guo, M. Q., J. Ba, R. Ma, T. Chen, L. Zhang, M. Pang, and J. Xie. 2018. “P-wave velocity dispersion and attenuation in fluid-saturated tight sandstones: Characteristics analysis based on a double double-porosity structure model description.” Chin. J. Geophys. 61 (3): 1053–1068. https://doi.org/10.6038/cjg2018L0678.
Han, D., A. Nur, and D. Morgani. 1986. “Effects of porosity and clay content on wave velocities in sandstones.” Geophysics 51 (11): 2093–2107. https://doi.org/10.1190/1.1442062.
Hashin, Z., and S. Shtrikman. 1963. “A variational approach to the elastic behavior of multiphase materials.” J. Mech. Phys. Solids 11 (2): 127–140. https://doi.org/10.1016/0022-5096(63)90060-7.
Johnson, D. 2001. “Theory of frequency dependent acoustics in patchy-saturated porous media.” J. Acoust. Soc. Am. 110 (2): 682–694. https://doi.org/10.1121/1.1381021.
Karaborni, S., B. Smit, W. Heidug, and E. van Oort. 1996. “The swelling of clays: Molecular simulations of the hydration of montmorillonite.” Science 271 (5252): 1102–1104. https://doi.org/10.1126/science.271.5252.1102.
Khazanehdari, J., and J. Sothcott. 2003. “Variation in dynamic elastic shear modulus of sandstone upon fluid saturation and substitution.” Geophysics 68 (2): 472–481. https://doi.org/10.1190/1.1567213.
Khlaifat, A. L., H. Qutob, and N. Barakat. 2011. “Tight gas sands development is critical to future world energy resources.” In Proc., SPE Middle East Unconventional Gas Conf. and Exhibition. Nova Scotia, Canada: Society of Petroleum Engineers. https://doi.org/10.2118/142049-MS.
Li, D., J. Wei, B. Di, D. Shuai, L. Tian, and P. Ding. 2020. “Effect of fluid saturation on the shear modulus of artificial clay-rich tight sandstones.” Geophys. J. Int. 222 (1): 15–26. https://doi.org/10.1093/gji/ggaa124.
Li, Z. 2018. Processing and comprehensive interpretation of geophysical well-logging data. Beijing: Geological Publisher.
Liu, D., W. Sun, and D. Ren. 2019. “Experimental investigation of pore structure and movable fluid traits in tight sandstone.” Processes 7 (3): 149. https://doi.org/10.3390/pr7030149.
Ma, R., J. Ba, J. M. Carcione, X. Zhou, and F. Li. 2019. “Dispersion and attenuation of compressional waves in tight oil reservoirs: Experiments and simulations.” Appl. Geophys. 16 (1): 33–45. https://doi.org/10.1007/s11770-019-0748-3.
Marketos, G., and A. I. Best. 2010. “Application of the BISQ model to clay squirt flow in reservoir sandstones.” J. Geophys. Res. 115 (6): B06209. https://doi.org/10.1029/2009JB006495.
Mavko, G., T. Mukerji, and J. Dvorkin. 2009. The rock physics handbook: Tools for seismic analysis of porous media. Cambridge, UK: Cambridge University Press.
Müller, T. M., and B. Gurevich. 2004. “One-dimensional random patchy saturation model for velocity and attenuation in porous rocks.” Geophysics 69 (5): 1166–1172. https://doi.org/10.1190/1.1801934.
Müller, T. M., B. Gurevich, and M. Lebedev. 2010. “Seismic wave attenuation and dispersion resulting from wave-induced flow in porous rocks—A review.” Geophysics 75 (5): 147–164. https://doi.org/10.1190/1.3463417.
Murphy, W. F. 1982. “Effects of partial water saturation on attenuation in Massilon sandstone and Vycor porous glass.” J. Acoust. Soc. Am. 71 (6): 639–648. https://doi.org/10.1121/1.387843.
Murphy, W. F., K. W. Winkler, and R. L. Kleinberg. 1984. “Frame modulus reduction in sedimentary rocks: The effect of adsorption on grain contacts.” Geophys. Res. Lett. 11 (9): 805–808. https://doi.org/10.1029/GL011i009p00805.
Murphy, W. F., K. W. Winkler, and R. L. Kleinberg. 1986. “Acoustic relaxation in sedimentary rocks: Dependence on grain contacts and fluid saturation.” Geophysics 51 (3): 757–766. https://doi.org/10.1190/1.1442128.
Norris, A. N. 1993. “Low-frequency dispersion and attenuation in partially saturated rocks.” J. Acoust. Soc. Am. 94 (1): 359–370. https://doi.org/10.1121/1.407101.
Pang, M., J. Ba, J. M. Carcione, S. Picotti, J. Zhou, and R. Jiang. 2019. “Estimation of porosity and fluid saturation in carbonates from rock-physics templates based on seismic Q.” Geophysics 84 (6): 25–36. https://doi.org/10.1190/geo2019-0031.1.
Pang, M., J. Ba, L. Fu, J. M. Carcione, U. I. Markus, and L. Zhang. 2020. “Estimation of microfracture porosity in deep carbonate reservoirs based on 3D rock-physics templates.” Interpretation 8 (4): 43–52. https://doi.org/10.1190/INT-2019-0258.1.
Picotti, S., J. M. Carcione, and J. Ba. 2018. “Rock-physics templates for seismic Q.” Geophysics 84 (1): 13–23. https://doi.org/10.1190/geo2018-0017.1.
Pride, S. R., J. G. Berryman, and J. M. Harris. 2004. “Seismic attenuation due to wave induced flow.” J. Geophys. Res. 109 (1): B01201. https://doi.org/10.1029/2003JB002639.
Quan, Y. L., and J. M. Harris. 1997. “Seismic attenuation tomography using the frequency shift method.” Geophysics 62 (3): 895–905. https://doi.org/10.1190/1.1444197.
Ren, S., T. Han, and L. Fu. 2020. “Theoretical and experimental study of P-wave attenuation in partially saturated sandstones under different pressures.” Chin. J. Geophys. 63 (7): 2722–2736. https://doi.org/10.6038/cjg2020O0021.
Rubino, J. G., C. L. Ravazzoli, and J. E. Santos. 2009. “Equivalent viscoelastic solids for heterogeneous fluid-saturated porous rocks.” Geophysics 74 (1): 1–13. https://doi.org/10.1190/1.3008544.
Solazzi, S. G., L. Guarracino, J. G. Rubino, and K. Holliger. 2019. “Saturation hysteresis effects on the seismic signatures of partially saturated heterogeneous porous rocks.” J. Geophys. Res. 124 (11): 11316–11335.
Spencer, J. M., and J. Shine. 2016. “Seismic wave attenuation and modulus dispersion in sandstone.” Geophysics 81 (3): 211–231. https://doi.org/10.1190/geo2015-0342.1.
Sun, W., J. Ba, T. M. Müller, J. M. Carcione, and H. Cao “2015Comparison of P-wave attenuation models of wave-induced flow.” Geophys. Prospect. 63 (2): 378–390. https://doi.org/10.1111/1365-2478.12196.
Toksöz, M. N., H. D. Johnston, and A. Timur. 1979. “Attenuation of seismic waves in dry and saturated rocks: I. Laboratory measurements.” Geophysics 44 (4): 681–690. https://doi.org/10.1190/1.1440969.
Wang, B., X. Zhao, W. Zhou, B. Chang, and H. Xu. 2020a. “Quantitative characterization of pore connectivity and movable fluid distribution of tight sandstones: A case study of the upper Triassic Chang 7 Member, Yanchang formation in Ordos Basin, China.” Geofluids 2020 (Jan): 23. https://doi.org/10.1155/2020/5295490.
Wang, C., S. Huang, Z. Sun, Z. Hu, K. Huang, and H. Dong. 2011. “Characteristics and origin of fractures in tight sandstone reservoirs of the Xujiahe Formation in the Western Sichuan depression: A case study in the Xiaoquan—Xinchang—Hexingchang area.” Nat. Gas Indus. 31 (8): 43–47.
Wang, D. 2016. “Study on the rock physics model of gas reservoirs in tight sandstone.” Chin. J. Geophys. 59 (12): 4603–4622. https://doi.org/10.6038/cjg20161222.
Wang, D., K. Xin, Y. Li, J. Gao, and X. Wu. 2006. “An experimental study of influence of water saturation on velocity and attenuation in sandstone under stratum conditions.” Chin. J. Geophys. 49 (3): 908–914.
Wang, P., J. Li, X. Chen, and B. Wang. 2020b. “Joint probabilistic fluid discrimination of tight sandstone reservoirs based on Bayes discriminant and deterministic rock physics modeling.” J. Pet. Sci. Eng. 191 (Aug): 107218. https://doi.org/10.1016/j.petrol.2020.107218.
Wang, Q., D. Chen, X. Gao, F. Wang, J. Li, W. Liao, Z. Wang, and G. Xie. 2020c. “Microscopic pore structures of tight sandstone reservoirs and their diagenetic controls: A case study of the Upper Triassic Xujiahe Formation of the Western Sichuan Depression, China.” Mar. Pet. Geol. 113 (Mar):104119. https://doi.org/10.1016/j.marpetgeo.2019.104119.
White, J. E. 1975. “Computed seismic speeds and attenuation in rocks with partial gas saturation.” Geophysics 40 (2): 224–232. https://doi.org/10.1190/1.1440520.
Winkler, K. W. 1985. “Dispersion analysis of velocity and attenuation in Berea sandstone.” J. Geophys. Res. 90 (8): 6793–6800. https://doi.org/10.1029/JB090iB08p06793.
Wu, D., S. Liu, H. Chen, L. Lin, Y. Yu, C. Xu, and B. Pan. 2020. “Investigation and prediction of diagenetic facies using well logs in tight gas reservoirs: Evidences from the Xu-2 member in the Xinchang structural belt of the western Sichuan Basin, western China.” J. Pet. Sci. Eng. 192 (Sep): 107326. https://doi.org/10.1016/j.petrol.2020.107326.
Yin, C., M. L. Batzle, and B. J. Smith. 1992. “Effects of partial liquid/gas saturation on extensional wave attenuation in Berea sandstone.” Geophys. Res. Lett. 19 (13): 1399–1402. https://doi.org/10.1029/92GL01159.
Zeng, Q., M. Guo, R. Jiang, J. Ba, H. Ma, and J. Liu. 2017. “Fluid sensitivity of rock physics parameters in reservoirs: Quantitative analysis.” J. Seismic Explor. 26 (2): 125–140.
Zhang, C., and T. J. Ulrych. 2002. “Estimation of quality factors from CMP records.” Geophysics 67 (5): 1542–1547. https://doi.org/10.1190/1.1512799.
Zhang, J., H. Zheng, G. Wang, Z. Liu, Y. Qi, Z. Huang, and X. Fan. 2020. “In-situ stresses, abnormal pore pressures and their impacts on the Triassic Xujiahe reservoirs in tectonically active western Sichuan Basin.” Mar. Pet. Geol. 122 (Dec): 104708. https://doi.org/10.1016/j.marpetgeo.2020.104708.
Zhang, Y., O. Nishizawa, T. Kiyama, and Z. Xue. 2015. “Saturation-path dependency of P-wave velocity and attenuation in sandstone saturated with CO2 and brine revealed by simultaneous measurements of waveforms and X-ray computed tomography images.” Geophysics 80 (4): 403–415. https://doi.org/10.1190/GEO2014-0289.1.
Zhou, H., D. Li, X. Liu, Y. Du, and W. Gong. 2019. “Sweet spot prediction in tight sandstone reservoir based on well-bore rock physical simulation.” Pet. Sci. 16 (6): 1285–1300. https://doi.org/10.1007/s12182-019-00393-1.
Zhu, R., C. Zou, N. Zhang, X. Wang, R. Cheng, L. Liu, C. Zhou, and L. Song. 2008. “Diagenetic fluids evolution and genetic mechanism of tight sandstone gas reservoirs in Upper Triassic Xujiahe Formation in Sichuan Basin, China.” Sci. China Ser. D Earth Sci. 51 (9): 1340–1353. https://doi.org/10.1007/s11430-008-0102-8.

Information & Authors

Information

Published In

Go to Journal of Energy Engineering
Journal of Energy Engineering
Volume 147Issue 3June 2021

History

Received: Nov 2, 2020
Accepted: Jan 26, 2021
Published online: Apr 8, 2021
Published in print: Jun 1, 2021
Discussion open until: Sep 8, 2021

Permissions

Request permissions for this article.

ASCE Technical Topics:

Authors

Affiliations

Mengqiang Pang [email protected]
Ph.D. Candidate, School of Earth Sciences and Engineering, Hohai Univ., Nanjing 211100, China. Email: [email protected]
Professor, School of Earth Sciences and Engineering, Hohai Univ., Nanjing 211100, China (corresponding author). Email: [email protected]
José M. Carcione [email protected]
Researcher, School of Earth Sciences and Engineering, Hohai Univ., Nanjing 211100, China; Researcher, Dept. of Geophysics, National Institute of Oceanography and Applied Geophysics, Trieste 34010, Italy. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

  • Insight into Gas Threshold Pressure Gradient and Permeability of Coal Seam: Principle and Method for Field Test, Journal of Energy Engineering, 10.1061/JLEED9.EYENG-4946, 149, 6, (2023).
  • Prediction of Diagenetic Facies via Well Logs and Petrophysical Properties in Tight Sandstone from Zhu-III Sag: Pearl River Mouth Basin, South China Sea, Journal of Energy Engineering, 10.1061/(ASCE)EY.1943-7897.0000862, 148, 6, (2022).
  • Productivity Prediction of Multistage Fractured Horizontal Wells in Tight Oil Reservoirs with Fully Coupled Flow and Geomechanics, Journal of Energy Engineering, 10.1061/(ASCE)EY.1943-7897.0000849, 148, 5, (2022).
  • Experimental and Numerical Simulation Study on the Influence of Fracture Distribution on Gas Channeling in Ultralow-Permeability Reservoirs, Journal of Energy Engineering, 10.1061/(ASCE)EY.1943-7897.0000811, 148, 1, (2022).
  • Quantitative prediction of porosity and gas saturation based on a new dual-porosity rock-physics model and Shuey’s Poisson ratio for tight sandstone reservoirs, Journal of Petroleum Science and Engineering, 10.1016/j.petrol.2022.110826, 216, (110826), (2022).
  • Rock-Physics Template Based on Differential Diagenesis for the Characterization of Shale Gas Reservoirs, Arabian Journal for Science and Engineering, 10.1007/s13369-022-07088-7, 48, 1, (677-693), (2022).
  • Multi-Objective Petrophysical Seismic Inversion Based on the Double-Porosity Biot–Rayleigh Model, Surveys in Geophysics, 10.1007/s10712-022-09692-6, 43, 4, (1117-1141), (2022).
  • Elastic-Electrical Rock-Physics Template for the Characterization of Tight-Oil Reservoir Rocks, Lithosphere, 10.2113/2021/3341849, 2021, Special 3, (2021).

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share