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Pore-resolved investigation of turbulent open channel flow over a randomly packed permeable sediment bed

Published online by Cambridge University Press:  19 September 2023

Shashank K. Karra
Affiliation:
School of Mechanical, Industrial and Manufacturing Engineering, Oregon State University, Corvallis, OR 97331, USA
Sourabh V. Apte*
Affiliation:
School of Mechanical, Industrial and Manufacturing Engineering, Oregon State University, Corvallis, OR 97331, USA
Xiaoliang He
Affiliation:
Pacific Northwest National Laboratory, Richland, WA 99354, USA
Timothy D. Scheibe
Affiliation:
Pacific Northwest National Laboratory, Richland, WA 99354, USA
*
Email address for correspondence: [email protected]

Abstract

Pore-resolved direct numerical simulations are performed to investigate the interactions between streamflow turbulence and groundwater flow through a randomly packed porous sediment bed for three permeability Reynolds numbers, $Re_K=2.56$, 5.17 and 8.94, representative of natural stream or river systems. Time–space averaging is used to quantify the Reynolds stress, form-induced stress, mean flow and shear penetration depths, and mixing length at the sediment–water interface (SWI). The mean flow and shear penetration depths increase with $Re_K$ and are found to be nonlinear functions of non-dimensional permeability. The peaks and significant values of the Reynolds stresses, form-induced stresses, and pressure variations are shown to occur in the top layer of the bed, which is also confirmed by conducting simulations of just the top layer as roughness elements over an impermeable wall. The probability distribution functions (p.d.f.s) of normalized local bed stress are found to collapse for all Reynolds numbers, and their root-mean-square fluctuations are assumed to follow logarithmic correlations. The fluctuations in local bed stress and resultant drag and lift forces on sediment grains are mainly a result of the top layer; their p.d.f.s are symmetric with heavy tails, and can be well represented by a non-Gaussian model fit. The bed stress statistics and the pressure data at the SWI potentially can be used in providing better boundary conditions in modelling of incipient motion and reach-scale transport in the hyporheic zone.

Type
JFM Papers
Copyright
© The Author(s), 2023. Published by Cambridge University Press

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References

Anderson, M.P., et al. 2008 Groundwater: Selection, Introduction and Commentary. IAHS Press.Google Scholar
Apte, S.V., Martin, M. & Patankar, N.A. 2009 A numerical method for fully resolved simulation (FRS) of rigid particle-flow interactions in complex flows. J. Comput. Phys. 228 (8), 27122738.CrossRefGoogle Scholar
Apte, S.V. & Patankar, N.A. 2008 A formulation for fully resolved simulation (FRS) of particle–turbulence interactions in two-phase flows. Intl J. Numer. Anal. Model. 5 (Suppl.), 116.Google Scholar
Bagchi, P., Ha, M.Y. & Balachandar, S. 2001 Direct numerical simulation of flow and heat transfer from a sphere in a uniform cross-flow. Trans. ASME J. Fluids Engng 123 (2), 347358.CrossRefGoogle Scholar
Bencala, K.E., Rathbun, R.E., Jackman, A.P., Kennedy, V.C., Zellweger, G.W. & Avanzino, R.J. 1983 Rhodamine WT dye losses in a mountain stream environment. Water Resour. Bull. 19 (6), 943950.CrossRefGoogle Scholar
Breugem, W.-P. & Boersma, B.-J. 2005 Direct numerical simulations of turbulent flow over a permeable wall using a direct and a continuum approach. Phys. Fluids 17 (2), 025103.CrossRefGoogle Scholar
Breugem, W.P., Boersma, B.J. & Uittenbogaard, R.E. 2006 The influence of wall permeability on turbulent channel flow. J. Fluid Mech. 562, 3572.CrossRefGoogle Scholar
Briggs, M.A., Gooseff, M.N., Arp, C.D. & Baker, M.A. 2009 A method for estimating surface transient storage parameters for streams with concurrent hyporheic storage. Water Resour. Res. 45 (4), W00D27.CrossRefGoogle Scholar
Chen, X., Cardenas, M.B. & Chen, L. 2018 Hyporheic exchange driven by three-dimensional sandy bed forms: sensitivity to and prediction from bed form geometry. Water Resour. Res. 54 (6), 41314149.CrossRefGoogle Scholar
Chen, Y., et al. 2022 Modeling of streamflow in a 30km long reach spanning 5 years using OpenFOAM 5.x. Geosci. Model Dev. 15 (7), 2917–2947.Google Scholar
D'angelo, D.J., Webster, J.R., Gregory, S.V. & Meyer, J.L. 1993 Transient storage in Appalachian and Cascade mountain streams as related to hydraulic characteristics. J. North Am. Benthol. Soc. 12 (3), 223235.CrossRefGoogle Scholar
Dye, A.L., McClure, J.E., Miller, C.T. & Gray, W.G. 2013 Description of non-Darcy flows in porous medium systems. Phys. Rev. E 87 (3), 033012.CrossRefGoogle Scholar
Fang, H., Xu, H., He, G. & Dey, S. 2018 Influence of permeable beds on hydraulically macro-rough flow. J. Fluid Mech. 847, 552590.CrossRefGoogle Scholar
Finn, J.R. 2013 A numerical study of inertial flow features in moderate Reynolds number flow through packed beds of spheres. PhD thesis, Oregon State University, Corvallis, OR.Google Scholar
Finn, J. & Apte, S.V. 2013 Relative performance of body fitted and fictitious domain simulations of flow through fixed packed beds of spheres. Intl J. Multiphase Flow 56, 5471.CrossRefGoogle Scholar
Ghisalberti, M. 2009 Obstructed shear flows: similarities across systems and scales. J. Fluid Mech. 641, 5161.CrossRefGoogle Scholar
Ghodke, C.D. & Apte, S.V. 2016 DNS study of particle-bed–turbulence interactions in an oscillatory wall-bounded flow. J. Fluid Mech. 792, 232251.CrossRefGoogle Scholar
Ghodke, C.D. & Apte, S.V. 2018 a Roughness effects on the second-order turbulence statistics in oscillatory flows. Comput. Fluids 162, 160170.CrossRefGoogle Scholar
Ghodke, C.D. & Apte, S.V. 2018 b Spatio-temporal analysis of hydrodynamic forces on the particle bed in an oscillatory flow environment. J. Fluid Mech. 841, 167202.CrossRefGoogle Scholar
Grant, S.B., Gomez-Velez, J.D. & Ghisalberti, M. 2018 Modeling the effects of turbulence on hyporheic exchange and local-to-global nutrient processing in streams. Water Resour. Res. 54 (9), 58835889.CrossRefGoogle Scholar
Harvey, J.W., Wagner, B.J. & Bencala, K.E. 1996 Evaluating the reliability of the stream tracer approach to characterize stream–subsurface water exchange. Water Resour. Res. 32 (8), 24412451.CrossRefGoogle Scholar
He, X., Apte, S.V., Finn, J.R. & Wood, B.D. 2019 Characteristics of turbulence in a face-centred cubic porous unit cell. J. Fluid Mech. 873, 608645.CrossRefGoogle Scholar
He, X., Apte, S., Schneider, K. & Kadoch, B. 2018 Angular multiscale statistics of turbulence in a porous bed. Phys. Rev. Fluids 3 (8), 084501.CrossRefGoogle Scholar
Hester, E.T., Cardenas, M.B., Haggerty, R. & Apte, S.V. 2017 The importance and challenge of hyporheic mixing. Water Resour. Res. 53 (5), 35653575.CrossRefGoogle Scholar
Hinze, J.O. 1975 Turbulence. McGraw Hill.Google Scholar
Jackson, T.R., Apte, S.V., Haggerty, R. & Budwig, R. 2015 Flow structure and mean residence times of lateral cavities in open channel flows: influence of bed roughness and shape. Environ. Fluid Mech. 15 (5), 10691100.CrossRefGoogle Scholar
Jackson, T.R., Haggerty, R. & Apte, S.V. 2013 a A fluid-mechanics based classification scheme for surface transient storage in riverine environments: quantitatively separating surface from hyporheic transient storage. Hydrol. Earth Syst. Sci. 17, 27472779.CrossRefGoogle Scholar
Jackson, T.R., Haggerty, R., Apte, S.V. & O'Connor, B.L. 2013 b A mean residence time relationship for lateral cavities in gravel-bed rivers and streams: incorporating streambed roughness and cavity shape. Water Resour. Res. 49 (6), 36423650.CrossRefGoogle Scholar
Jeon, S., Choi, H., Yoo, J.Y. & Moin, P. 1999 Space–time characteristics of the wall shear-stress fluctuations in a low-Reynolds-number channel flow. Phys. Fluids 11 (10), 30843094.CrossRefGoogle Scholar
Jiménez, J. 2004 Turbulent flows over rough walls. Annu. Rev. Fluid Mech. 36, 173196.CrossRefGoogle Scholar
Karra, S., Apte, S.V., He, X. & Scheibe, T.D. 2022 a Particle resolved DNS study of turbulence effects on hyporheic mixing in randomly packed sediment beds. In 12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12), Osaka, Japan, July 19–22, 2022. Proceedings of TSFP-12 (2022) Osaka.Google Scholar
Kim, T., Blois, G., Best, J.L. & Christensen, K.T. 2020 Experimental evidence of amplitude modulation in permeable-wall turbulence. J. Fluid Mech. 887, A3.CrossRefGoogle Scholar
Krogstad, P-Å. & Antonia, R.A. 1994 Structure of turbulent boundary layers on smooth and rough walls. J. Fluid Mech. 277, 121.CrossRefGoogle Scholar
Kuwata, Y. & Suga, K. 2016 Lattice Boltzmann direct numerical simulation of interface turbulence over porous and rough walls. Intl J. Heat Fluid Flow 61, 145157.CrossRefGoogle Scholar
Lee, M.J., Kim, J. & Moin, P. 1990 Structure of turbulence at high shear rate. J. Fluid Mech. 216, 561583.CrossRefGoogle Scholar
Leonardi, A., Pokrajac, D., Roman, F., Zanello, F. & Armenio, V. 2018 Surface and subsurface contributions to the build-up of forces on bed particles. J. Fluid Mech. 851, 558572.CrossRefGoogle Scholar
Ma, R., Alamé, K. & Mahesh, K. 2021 Direct numerical simulation of turbulent channel flow over random rough surfaces. J. Fluid Mech. 908, A40.CrossRefGoogle Scholar
Manes, C., Poggi, D. & Ridolfi, L. 2011 Turbulent boundary layers over permeable walls: scaling and near-wall structure. J. Fluid Mech. 687, 141170.CrossRefGoogle Scholar
Manes, C., Pokrajac, D., McEwan, I. & Nikora, V. 2009 Turbulence structure of open channel flows over permeable and impermeable beds: a comparative study. Phys. Fluids 21 (12), 125109.CrossRefGoogle Scholar
Manes, C., Ridolfi, L. & Katul, G. 2012 A phenomenological model to describe turbulent friction in permeable-wall flows. Geophys. Res. Lett. 39 (14), L14403.CrossRefGoogle Scholar
Mittal, R. 1999 A Fourier–Chebyshev spectral collocation method for simulating flow past spheres and spheroids. Intl J. Numer. Meth. Fluids 30 (7), 921937.3.0.CO;2-3>CrossRefGoogle Scholar
Mittal, R., Dong, H., Bozkurttas, M., Najjar, F.M., Vargas, A. & Von Loebbecke, A. 2008 A versatile sharp interface immersed boundary method for incompressible flows with complex boundaries. J. Comput. Phys. 227 (10), 48254852.CrossRefGoogle ScholarPubMed
Moser, R.D., Kim, J. & Mansour, N.N. 1999 Direct numerical simulation of turbulent channel flow up to $Re_{\tau }= 590$. Phys. Fluids 11 (4), 943945.CrossRefGoogle Scholar
Nikora, V., Ballio, F., Coleman, S. & Pokrajac, D. 2013 Spatially averaged flows over mobile rough beds: definitions, averaging theorems, and conservation equations. ASCE J. Hydraul. Engng. 139 (8), 803–810.CrossRefGoogle Scholar
Nikora, V., Koll, K., McEwan, I., McLean, S. & Dittrich, A. 2004 Velocity distribution in the roughness layer of rough-bed flows. ASCE J. Hydraul. Engng 130 (10), 10361042.CrossRefGoogle Scholar
Nikora, V.I., Koll, K., McLean, S.R., Ditrich, A. & Aberle, J. 2002 Zero-plane displacement for rough-bed open-channel flows. In River Flow 2002: Proceedings of the International Conference on Fluvial Hydraulics, Louvain-la-Neuve, Belgium, 4–6 September 2002, pp. 83–92. Balkema.Google Scholar
Nikora, V., McEwan, I., McLean, S., Coleman, S., Pokrajac, D. & Walters, R. 2007 Double-averaging concept for rough-bed open-channel and overland flows: theoretical background. ASCE J. Hydraul. Engng 133 (8), 873883.CrossRefGoogle Scholar
Nikuradse, J. 1933 Stromungsgesetze in rauhen Rohren. VDI-Forsch. 361, 1.Google Scholar
Örlü, R. & Schlatter, P. 2011 On the fluctuating wall-shear stress in zero pressure-gradient turbulent boundary layer flows. Phys. Fluids 23 (2), 021704.CrossRefGoogle Scholar
Pokrajac, D. & De Lemos, M.J.S. 2015 Spatial averaging over a variable volume and its application to boundary-layer flows over permeable walls. ASCE J. Hydraul. Engng 141 (4), 04014087.CrossRefGoogle Scholar
Pokrajac, D., Finnigan, J.J., Manes, C., McEwan, I. & Nikora, V. 2006 On the definition of the shear velocity in rough bed open channel flows. In River Flow 2006 (ed. R.M.L. Ferreira, E.C.T.L. Alves, J.G.A.B. Leal & A.H. Cardoso), vol. 1, pp. 89–98. CRC.Google Scholar
Raupach, M.R., Antonia, R.A. & Rajagopalan, S. 1991 Rough-wall turbulent boundary layers. Appl. Mech. Rev. 44 (1), 1.CrossRefGoogle Scholar
Rousseau, G. & Ancey, C. 2022 An experimental investigation of turbulent free-surface flows over a steep permeable bed. J. Fluid Mech. 941, A51.CrossRefGoogle Scholar
Shen, G., Yuan, J. & Phanikumar, M.S. 2020 Direct numerical simulations of turbulence and hyporheic mixing near sediment–water interfaces. J. Fluid Mech. 892, A20.CrossRefGoogle Scholar
Suga, K., Matsumura, Y., Ashitaka, Y., Tominaga, S. & Kaneda, M. 2010 Effects of wall permeability on turbulence. Intl J. Heat Fluid Flow 31 (6), 974984.CrossRefGoogle Scholar
Tennekes, H. & Lumley, J.L. 1972 A First Course in Turbulence. MIT Press.CrossRefGoogle Scholar
Valett, H.M., Morrice, J.A., Dahm, C.N. & Campana, M.E. 1996 Parent lithology, surface– groundwater exchange, and nitrate retention in headwater streams. Limnol. Oceanogr. 41 (2), 333345.CrossRefGoogle Scholar
Voermans, J.J., Ghisalberti, M. & Ivey, G.N. 2017 The variation of flow and turbulence across the sediment–water interface. J. Fluid Mech. 824, 413437.CrossRefGoogle Scholar
Voermans, J.J., Ghisalberti, M. & Ivey, G.N. 2018 A model for mass transport across the sediment–water interface. Water Resour. Res. 54 (4), 27992812.CrossRefGoogle Scholar
Williams, S.R. & Philipse, A.P. 2003 Random packings of spheres and spherocylinders simulated by mechanical contraction. Phys. Rev. E 67 (5), 051301.CrossRefGoogle ScholarPubMed
Wilson, A.M., Huettel, M. & Klein, S. 2008 Grain size and depositional environment as predictors of permeability in coastal marine sands. Estuar. Coast. Shelf Sci. 80 (1), 193199.CrossRefGoogle Scholar
Zagni, A.F.E. & Smith, K.V.H. 1976 Channel flow over permeable beds of graded spheres. J. Hydraul. Div. ASCE 102 (2), 207222.CrossRefGoogle Scholar
Zippe, H.J. & Graf, W.H. 1983 Turbulent boundary-layer flow over permeable and non-permeable rough surfaces. J. Hydraul. Res. 21 (1), 5165.CrossRefGoogle Scholar