Abstract
The 3D description of the soil structure at the pore scale level can help to elucidate the biological functioning of soil. The water–air distribution in the 3D-pore space is of particular interest because it determines the diffusion pathways of nutrients and the localisation of active soil microorganisms. We used the Shan–Chen interparticle-potential approach to simulate spontaneous phase separation in complex academic and real 3D-porous media using the advanced TRT lattice Boltzmann scheme. The equation of state and phase diagram were calculated and the model was verified using hydrostatic laws. The 3D pattern of water/air interface in two complex academic pore geometries was accurately computed. Finally, 3D maps of static liquid–gas distribution were simulated in a real 3D X-ray computed tomography image obtained from an undisturbed soil column sampled in a silty clay loam soil. The simulated soil sample of 1.7 cm3 was described at a voxel-resolution of 60 μm. The range of the simulated saturations (from 0.5 to 0.9) was in a good agreement with the expected saturations calculated from the phase diagram.
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References
Ahrenholz, B.: Massively parallel simulations of multiphase and multicomponent flows using lattice Boltzmann methods. PhD Thesis. Technischen Universitat Carolo-Wilhelmina, Braunschweig (2009)
Aidun C.K., Clausen J.R.: Lattice–Boltzmann method for complex flows. Annu. Rev. Fluid Mech. 42, 439–472 (2010)
Bashforth F., Adams J.C.: An Attempt to Test the Theories of Capillary Action. Cambridge University Press, Cambridge (1883)
Bear J., Rubinstein B., Fel L.: Capillary pressure curve for liquid menisci in a cubic assembly of spherical particles below irreducible saturation. Transp. Porous Med. 89(1), 63–73 (2011)
Bouasse H.: Capillarité et phénomènes superficiels. Delagrave Ed., Paris (1924)
Chang Q., Alexander J.I.D.: Analysis of single droplet dynamics on striped surface domains using a lattice Boltzmann method. Microfluid. Nanofluid. 2, 309–326 (2006)
d’Humières D., Ginzburg I., Krafczyk M., Lallemand P., Luo L.S.: Multiple-relaxation-time lattice Boltzmann models in three dimensions. Phil. Trans. R. Soc. A 360, 437–451 (2002)
d’Humières D., Ginzburg I.: Viscosity independent numerical errors for Lattice Boltzmann models: from recurrence equations to “magic” collision numbers. Comput. Math. Appl. 58(5), 823–840 (2009)
Gennes P.G.: Wetting: static and dynamics. Rev. Mod. Phys. 57(3), 827–863 (1985)
Gennes P.G., Brochard-Wyart F., Quéré D.: Capillarity and Wetting Phenomena: Drops, Bubbles, Pearls, Waves. Springer, New York (2004)
De Maio A., Palpacelli S., Succi S.: A new boundary condition for three-dimensional Lattice Boltzmann simulations of capillary filling in rough micro-channels. Commun. Comput. Phys. 9(5), 1284–1292 (2011)
Dong B., Yan Y.Y., Li W.Z.: LBM simulation of viscous fingering phenomenon in immiscible displacement of two fluids in porous media. Transp. Porous Med. 88, 293–314 (2011)
Frisch U., d’Humières D., Hasslacher B., Lallemand P., Pomeau Y., Rivet J.P.: Lattice gas hydrodynamics in two and threee dimensions. Complex Systems 1, 649–707 (1987)
Ginzburg I., d’Humières D.: Multireflection boundary conditions for lattice Boltzmann models. Phys. Rev. E 68(6), 066614 (2003)
Ginzburg I.: Equilibrium-type and link-type lattice Boltzmann models for generic advection and anisotropic-dispersion equation. Adv. Water Resour. 28, 1171–1195 (2005)
Ginzburg I., Verhaeghe F., d’Humières D.: Two-relaxation time lattice Boltzmann scheme: about parametrization, velocity, pressure and mixed boundary conditions. Commun. Comput. Phys. 3, 427–478 (2008a)
Ginzburg I., Verhaeghe F., d’Humières D.: Study of simple hydrodynamics solutions with the two-relaxation-times lattice Boltzmann scheme. Commun. Comput. Phys. 3, 519–581 (2008b)
Ginzburg I., d’Humières D., Kuzmin A.: Optimal stability of advection-diffusion lattice Boltzmann models with two-relaxation times for positive/negative equilibrium. J. Stat. Phys. 139, 1090–1143 (2010)
Gustensen A.K., Rothman D.H., Zaleski S., Anetti G.: Lattice Boltzmann model of immiscible fluids. Phys. Rev. A 43, 4320–4327 (1991)
Gvirtzman H., Roberts P.V.: Pore scale spatial analysis of two immiscible fluids in porous media. Water Resour. Res. 27(6), 1165–1176 (1991)
Hartland S., Hartley R.W.: Axisymmetric Fluid–Liquid Interfaces. Elsevier, Amsterdam (1976)
He X., Chen S., Doolen G.D.: A novel thermal model for the lattice Boltzmann method in incompressible limit. J. Comput. Phys. 146, 282–300 (1998)
Hilpert M., Miller C.T.: Pore-morphology-based simulation of drainage in totally wetting porous media. Adv. Water Resour. 24, 243–255 (2001)
Huang H., Thorne D.T., Schaap M.G., Sukop M.C.: Proposed approximation for contact angles in Shan-and-Chen-type multicomponent multiphase lattice Boltzmann models. Phys. Rev. E 76, 066701 (2007)
Huang H., Shuaishuai Z.L., Lu X.Y.: Shan-and-Chen-type multiphase lattice Boltzmann study of viscous coupling effects for two-phase flow in porous media. Int. J. Numer. Meth. Fluids 61, 341–354 (2009)
Huang H., Wang L., Lu X.Y.: Evaluation of three lattice Boltzmann models for multiphase flows in porous media. Comput. Math. Appl. 61, 3606–3617 (2011)
Jonquière A.: Note sur la série \({\sum_{n=1}^{n=\infty} \frac{x^n}{n^s}}\) . B. Soc. Math. Fr. 17, 142–152 (1889)
Kemmit S.J.K., Lnyon C.V., Waite I.S., Wen Q., Addiscott T.M., Bird N.R.A., O’Donnell A.G., Brookes P.C.: Mineralization of native soil organic matter is not regulated by the size, activity or composition of the soil microbial biomass—a new perspective. Soil Biol. Biochem. 40, 61–73 (2008)
Kobayashi K., Inamuro T., Ogino F.: Numerical simulation of advancing interface in a micro heterogeneous channel by Lattice Boltzmann Method. J. Chem. Eng. Jpn. 39(3), 257–266 (2006)
Kuzmin, A.: Multiphase simulations with lattice boltzmann scheme. PhD Thesis, University of Calgary, Calgary (2009)
Lallemand P., Luo L.S.: Theory of the lattice Boltzmann method: dispersion, isotropy, Galilean invariance and stability. Phys. Rev. E 61, 6546 (2000)
Latva-kokko M., Rothman D.H.: Static contact angle in lattice Boltzmann models of immiscible fluids. Phys. Rev. E 72, 046701 (2005)
Lin C.L., Videla A.R., Miller J.D.: Advanced three-dimensional multiphase flow simulation in porous media reconstructed from X-ray microtomography using the He-Chen-Zhang lattice Boltzmann model. Flow Meas. Instrum. 21, 255–261 (2010)
Malcolm J.D., Paynter H.M.: Simultaneous determination of contact angle and interfacial tension from sessile drop measurements. J. Colloid Interf. Sci. 82(2), 269–275 (1981)
Martys N.S., Chen H.: Simulation of multicomponent fluids in complex three-dimensional geometries by the lattice Boltzmann method. Phys. Rev. E 53(1), 743–750 (1996)
Melrose J.C.: Model calculations for capillary condensation. Am. Inst. Chem. Eng. J. 12(5), 986–994 (1966)
Monga O., Bousso M., Garnier P., Pot V.: 3D geometric structures and biological activity: application to microbial soil organic matter decomposition in pore space. Ecol. Model. 216, 291–302 (2008)
Monga O., Bousso M., Garnier P., Pot V.: Using pore space 3D geometrical modelling to simulate biological activity: impact of soil structure. Comput. Geosci. 35, 1789–1801 (2009)
Or D., Smets B.F., Wraith J.M., Dechesne A., Friedman S.P.: Physical constraints affecting bacterial habitats and activity in unsaturated porous media—a review. Adv. Water Resour. 30, 1505–1527 (2007)
Orr F.M., Scriven L.E., Rivas A.P.: Pendular rings between solids: meniscus properties and capillary force. J. Fluid Mech. 67, 723–742 (1975)
Padday J.F.: Tables of the profiles of axisymmetric menisci. J. Electroanal. Chem. 37, 313–316 (1972)
Prat M.: On the influence of pore shape, contact angle and film flows on drying of capillary porous media. Int. J. Heat Mass Tran. 50, 1455–1468 (2007)
Premnath K.N., Abraham J.: Three-dimensional multi-relaxation time (MRT) lattice-Boltzmann models for multiphase flow. J. Comput. Phys. 224, 539–559 (2007)
Raiskinmäki P., Koponen A., Merikoski J., Timonen J.: Spreading dynamics of three-dimensional droplets by the lattice-Boltzmann method. Comp. Mater. Sci. 18, 7–12 (2000)
Ramstad T., Øren P.E., Bakke S.: Simulation of two-phase flow in reservoir rocks using a lattice Boltzman method. SPE J. 15(4), 917–927 (2010)
Rayleigh J.W.S.: On the theory of the capillary tube. Proc. R. Soc. Lond. A 92, 184–195 (1916)
Rose W.: Volumes and surface areas of pendular rings. J. Appl. Phys. 29(4), 687–691 (1958)
Schimel J.P., Weintraub M.N.: The implications of exoenzyme activity on microbial carbon and nitrogen limitation in soil: a theoretical model. Soil Biol. Biochem. 35, 549–563 (2003)
Schjonning P., Thomsen I.K., Moldrup P., Christensen B.T.: Linking soil microbial activity to water and air-phase contents and diffusivities. Soil Sci. Soc. Am. J. 67, 156–165 (2003)
Schmieschek S., Hartinssg J.: Contact angle determination in multicomponent lattice Boltzmann simulations. Commun. Comput. Phys. 9(5), 1165–1178 (2011)
Shan X., Chen H.: Lattice Boltzmann model for simulating flows with multiple phases and components. Phys. Rev. E 47(3), 1815–1820 (1993)
Shan X., Chen H.: Simulation of nonideal gases and liquid-gas phase transitions by the lattice Boltzmann equation. Phys. Rev. E 49(4), 2941–294 (1994)
Smucker A.J.M., Park E.J., Dorner J., Horn R.: Soil micropore development and contributions to soluble carbon transport within macroaggregates. Vadose Zone J. 6, 282–290 (2007)
Sukop M.C., Or D.: Lattice Boltzmann method for modeling liquid–vapor interface configurations in porous media. Water Resour. Res. 40, W01509 (2004). doi:10.1029/2003WR002333
Swift M.R., Orlandini E., Osborn W.R., Yeomans J.M.: Lattice Boltzmann simulations of liquid–gas and binary fluid systems. Phys. Rev. E 54, 5041–5052 (1996)
Vogel H.J., Tölke J., Schulz V.P., Krafczyk M., Roth K.: Comparison of a lattice-Boltzmann model, a full-morphology model, and a pore network model for determining capillary pressure-saturation relationships. Vadose Zone J. 4, 380–388 (2005)
Wiklund H.S., Lindström S.B., Uesaka T.: Boundary condition considerations in Lattice Boltzmann formulations of wetting binary fluids. Comput. Phys. Commun. 182(10), 2192–2200 (2011)
Yan Y.Y., Zu Y.Q.: A lattice Boltzmann method for incompressible two-phase flows on partial wetting surface with large density ratio. J. Comput. Phys. 227, 763–775 (2007)
Yoshino M., Mizutani Y.: Lattice Boltzmann simulation of liquid–gas flow through solid bodies in a square duct. Math. Comput. Simul. 72, 264–269 (2006)
Yu Z., Fan L.S.: Multirelaxation–time interaction-potential-based lattice Boltzmann model for two-phase flow. Phys. Rev. E 82, 046708 (2010)
Zhang R.L., Di Q.F., Wang X.L., Gu C.Y: Numerical study of wall wettabilities and topography on drag reduction effect in micro-channel flow by Lattice Botzmann Method. J. Hydrodyn. 22(3), 366–372 (2010)
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Genty, A., Pot, V. Numerical Simulation of 3D Liquid–Gas Distribution in Porous Media by a Two-Phase TRT Lattice Boltzmann Method. Transp Porous Med 96, 271–294 (2013). https://doi.org/10.1007/s11242-012-0087-9
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DOI: https://doi.org/10.1007/s11242-012-0087-9