Skip to main content
Log in

An Integrated Method for Upscaling Pore-Network Characterization and Permeability Estimation: Example from the Mississippian Barnett Shale

  • Published:
Transport in Porous Media Aims and scope Submit manuscript

Abstract

Although pore-network characterization of shale rock systems is being actively investigated, a detailed understanding of the pore network at the nanometer-to-millimeter scale has not been completed. This is because of the technical limitations of collecting and integrating data at the wide spectrum of scales necessary to understand the pore network. Permeability for a micrometer-scale volume can be estimated based on pore-scale modeling for the focused ion beam/scanning electron microscope (FIB/SEM) milled 3D pore network; however, it is not clear how representative this permeability is for larger volumes. In this study, an integrated method employing FIB/SEM, helium ion microscopy, and synchrotron X-ray micro-computed tomography (micro-CT) was developed and applied to a Barnett Shale sample for pore and organic-matter distribution network characterization and upscaling. Organic-matter particle network characterization using synchrotron micro-CT scanning is the key step that bridges the gap between nanometer-scale and macroscopic observations. A conceptual model and an empirical equation were developed for permeability estimation based on FIB/SEM and micro-CT image analysis and mercury intrusion data. Upscaled permeability estimation was produced based on the empirical equation and parameters from the image and mercury intrusion analysis. The resulting permeability values of 2–22 and 0.6–3 nD for parallel and perpendicular to bedding planes, respectively, are comparable to laboratory measurements of the same sample. The proposed technique provides a method for more basic understanding of the pore network and pore-permeability relationship for organic-rich shale samples, and can serve as a basis for further upscaling to core and formation scale.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  • Carison, E.S., Mercer, J.C.: Devonian shale gas production: mechanisms and simple models. In: SPE19311, JPT (1991)

  • Clarkson, C.R., Solano, N., Bustin, R.M., Bustin, A.M.M., Chalmers, G.R.L., He, L., Melnichenko, Y.B., Radlińskid, A.P., Blachd, T.P.: Pore structure characterization of North American shale gas reservoirs using USANS/SANS, gas adsorption, and mercury intrusion. Fuel 103, 606–616 (2013)

    Article  Google Scholar 

  • Clennell, M.B.: Tortuosity: a guide through the maze. In: Lowell, M.A., Harvey, P.K. (eds.) Developments in Petrophysics: Geological Society, vol. 122, pp. 299–344. Special Publication, London (1997)

    Google Scholar 

  • Curtis, M., Sondergeld, C.H., Ambrose, R.J., Rai, C.S.: Microstructural investigation of gas shales in two and three dimensions using nanometer-scale resolution imaging. AAPG Bull. 96, 665–677 (2011)

    Article  Google Scholar 

  • Kanitpanyacharoen, W., Parkinson, D.Y., Carlo, F.D., Marone, F., Stamanoni, M., Mokso, R., MacDowell, A., Wenk, H.-B.: A comparative study of X-ray tomographic microscopy on shales at different synchrotron facilities: ALS, APS and SLS. J. Synchrotron Radiat. 20, 172–180 (2013)

    Article  Google Scholar 

  • Kucuk, F., Sawyer, W.K.: Transient flow in naturally fractured reservoirs and its application to Devonian gas shales. In: SPE 9397 Presented at the 55th Annual Fall Technical Conference and Exhibition of the Society of Petroleum Engineers of AIME, 21–24 September. Dallas, TX, USA (1980)

  • Kuuskraa, V.A., Sedwick, K.: Technically recoverable Devonian shale gas in Ohio, West Virginia, and Kentucky. In: SPE14503, Presented at the SPE 1985 Eastern Regional Meeting, Morgantown, WV, USA, 6–8 November, p. 15 (1985)

  • Lindquist, W.B.: 3DMA General Users Manual. New York, Stony Brook AMS Preprints (1999)

  • Loucks, R.G., Reed, R.M., Ruppel, S.C., Jarvie, D.M.: Morphology, genesis, and distribution of nanometer-scale pores in siliceous mudstones of the Mississippian Barnett Shale. J. Sediment. Res. 79, 848–861 (2009)

    Article  Google Scholar 

  • Luffel, D.L., Hopkins, C.W.: Matrix permeability measurement of gas productive shales. In: Society of Petroleum Engineers Annual Technical Conference and Exhibition. SPE 26633, pp. 261–270 (1993)

  • Mehmani, A., Prodanovic, M., Javadpour, F.: Multiscale, multiphysics network modeling of shale matrix gas flows. Transp. Porous Media 99, 377–390 (2013). doi:10.1007/s11242-013-0191-5

    Article  Google Scholar 

  • Neumann, P., Rohrmann, T.: Lattice Boltzmann simulations in the slip and transition flow regime with the Peano framework. Open J. Fluid Dyn. 2, 101–110 (2012)

    Article  Google Scholar 

  • Okiongbo, K.S., Aplin, A.C., Larter, S.R.: Changes in type II kerogen density as a function of maturity: evidence from the Kimmeridge Clay formation. Energy Fuels 19, 2495–2499 (2005)

    Article  Google Scholar 

  • Paganin, D., Mayo, S.C., Gureyev, T.E., Miller, P.R., Wilkins, S.W.: Simultaneous phase and amplitude extraction from a single defocused image of a homogeneous object. J. Microsc. 206, 33–40 (2002)

    Article  Google Scholar 

  • Peng, S., Marone, F., Dultz, S.: Resolution effect in X-ray microcomputed tomography imaging and small pore’s contribution to permeability for a Berea sandstone. J. Hydrol. 510, 403–411 (2014)

    Article  Google Scholar 

  • Reed, R.M., Ruppel, S.C.: Pore morphology and distribution in the Cretaceous Eagle Ford Shale, South Texas, USA. Gulf Coast Assoc. Geol. Soc. Trans. 62, 599–604 (2012)

    Google Scholar 

  • Sakhaee-Pour, A.: Gas flow through shale. The University of Texas at Austin, Ph.D. dissertation, 174 p (2012)

  • Sinha, S., Braun, E., Passey, Q., Leonardi, S., Wood, III, A., Zirkle, T., Kudva, R.: Advances in measurement standards and flow properties measurements for tight rocks such as shales. In: Society of Petroleum Engineers/European Association of Geoscientists and Engineers European Unconventional Resources Conference and Exhibition, Beijing, China, June 8–10, 2010, SPE 152257-MS, p. 13 (2012) doi:10.2118/152257-MS

  • Soeder, D.J.: Porosity and permeability of eastern Devonian gas shale. In: SPE Formation Evaluation. pp. 116–124 (1988)

  • Spaw, J.M.: Identification, integration and upscaling of Mudrock types—a pathway to unlocking shale plays. In: SPE 153111-MS, SPE/EAGE European Unconventional Resources Conference and Exhibition, 20–22 March. Austria, Vienna (2012)

  • Verhaeghe, F., Luo, L.-S., Blanpain, B.: Lattice Boltzmann modeling of microchannel flow in the slip flow regime. J. Comput. Phys. 228, 147–157 (2009). doi:10.1016/j.jcp.2008.09.004

    Article  Google Scholar 

  • Walls, J., Morcote, A., DeVito, J.: Shale reservoir evaluation improved by dual-energy X-ray CT imaging. In: International Symposium of the Society of Core Analysts, [need a paper #here; see style for 1st Zhang entry below], 16–19 September. Napa Valley, California, USA (2013)

  • Ward, B., Notte, J.A., Economou, N.P.: Helium-Ion microscopy. Photon. Spectra 8, 68–70 (2007)

    Google Scholar 

  • Zhang, S., Klimentidis, R.E., Barthelemy, P.: Porosity and permeability analysis on nanoscale FIB-SEM tomography of shale rock. In: International Symposium of the Society of Core Analysts, paper A080, 18–21 September. Austin, Texas, USA (2011)

  • Zhang, S., Klimentidis, R.E., Barthelemy, P.: Micron to millimeter upscaling of shale rock properties based on 3D imaging and modeling. In: International Symposium of the Society of Core Analysts, 27–30 August. Aberdeen, Scotland (2012)

Download references

Acknowledgments

This study is sponsored by The University of Texas at Austin and the Mudrock Systems Research Laboratory in the Bureau of Economic Geology at UT Austin. Use of the Advanced Photon Source, a User Facility operated for the U.S. Department of Energy (DOE) Office of Science by Argonne National Laboratory, was supported by the U.S. DOE under Contract No. DE-AC02-06CH11357. Publication authorized by the Director, Bureau of Economic Geology.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sheng Peng.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Peng, S., Yang, J., Xiao, X. et al. An Integrated Method for Upscaling Pore-Network Characterization and Permeability Estimation: Example from the Mississippian Barnett Shale. Transp Porous Med 109, 359–376 (2015). https://doi.org/10.1007/s11242-015-0523-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11242-015-0523-8

Keywords

Navigation