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Structure-function based study on the logarithmic region in atmospheric surface layer with and without sand
Phys. Rev. Fluids 7, 084609 – Published 24 August, 2022
DOI: https://doi.org/10.1103/PhysRevFluids.7.084609
Abstract
In the logarithmic layer of boundary-layer turbulence, velocity structure functions scale as power and logarithmic functions of displacement at small and large scales, respectively. The small-scale scaling can be explained as a near-isotropy behavior, while the mechanism behind the logarithmic behavior is debatable. By rescaling the horizontal displacement by the distance to the wall, using the attached eddy hypothesis to the Kármán-Howarth-Monin (KHM) equation results in the logarithmic behavior. Also, from the picture of energy cascade, i.e., introducing a characteristic scale with and the friction velocity and energy dissipation rate, respectively, the logarithmic profile of the third-order structure function can also be obtained. These two explanations suggest a dependence of the third-order structure function on the difference between local production and dissipation. By analyzing data measured from the Qingtu Lake Observation Array built on a dry flatbed of Qingtu Lake in Minqin (China) with , we provide evidence for the scaling behaviors and justify the underlying balances in the range with large displacements. And we study the robustness of the structure function theory using clear-air and sand-containing data: sands modify key statistical quantities of the boundary-layer turbulence, such as the height dependence of the Reynolds stress, but the behavior of the third-order structure function remains unchanged. Considering that the shear production captures the strength of anisotropic perturbation-mean interaction in the KHM equation, the ratio of production and dissipation controls the relative extensions of the power and logarithmic ranges, and a stronger production leads to a relatively wider logarithmic range, which is justified by measured data.
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References (69)
- S. B. Pope, Turbulent Flows (Cambridge University Press, Cambridge, UK, 2001).
- L. Prandtl, Bericht über Untersuchungen zur ausgebildeten turbulenz, Z. Angew. Math. Mech. 5, 136 (1925).
- T. von Kármán, Mechanische Aehnlichkeit und Turbulenz, in Proceedings of the Third International Congress of Applied Mechanics (P. A. Norstedt & Soner, Stockholm, 1930), Vol. 1, pp. 85–105.
- A. A. R. Townsend, The Structure of Turbulent Shear Flow, (Cambridge University Press, Cambridge, UK, 1976), Vol. 727, p. 155.
- I. Marusic, J. P. Monty, M. Hultmark, and A. J. Smits, On the logarithmic region in wall turbulence, J. Fluid Mech. 716, R3 (2013).
- Y. Yamamoto and Y. Tsuji, Numerical evidence of logarithmic regions in channel flow at , Phys. Rev. Fluids 3, 012602(R) (2018).
- H. H. A. Xu and X. I. A. Yang, Fractality and the law of the wall, Phys. Rev. E 97, 053110 (2018).
- D. C. Wilcox, Turbulence Modeling for CFD (DCW Industries, La Canada, CA, 1998).
- C. Meneveau and I. Marusic, Generalized logarithmic law for high-order moments in turbulent boundary layers, J. Fluid Mech. 719, R1 (2013).
- P. A. Davidson and P.-Å. Krogstad, A universal scaling for low-order structure functions in the log-law region of smooth- and rough-wall boundary layers, J. Fluid Mech. 752, 140 (2014).
- J. D. Woodcock and I. Marusic, The statistical behaviour of attached eddies, Phys. Fluids 27, 015104 (2015).
- A. N. Kolmogorov, Dissipation of energy in the locally isotropic turbulence, Dokl. Akad. Nauk SSSR A 32, 16 (1941).
- R. J. Hill, Exact second-order structure-function relationships, J. Fluid Mech. 468, 317 (2002).
- J. M. Vindel, C. Yagüe, and J. M. Redondo, Structure function analysis and intermittency in the atmospheric boundary layer, Nonlin. Processes Geophys. 15, 915 (2008).
- J.-H. Xie and O. Bühler, Third-order structure functions for isotropic turbulence with bidirectional energy transfer, J. Fluid Mech. 877, R3 (2019).
- I. Marusic and J. P. Monty, Attached eddy model of wall turbulence, Annu. Rev. Fluid Mech. 51, 49 (2019).
- P. A. Davidson, T. B. Nickels, and P.-Å. Krogstad, The logarithmic structure function law in wall-layer turbulence, J. Fluid Mech. 550, 51 (2006).
- P. A. Davidson, P.-Å. Krogstad, and T. B. Nickels, A refined interpretation of the logarithmic structure function law in wall layer turbulence, Phys. Fluids 18, 065112 (2006).
- P. A. Davidson and P.-Å. Krogstad, A simple model for the streamwise fluctuations in the log-law region of a boundary layer, Phys. Fluids 21, 055105 (2009).
- C. M. de Silva, I. Marusic, J. D. Woodcock, and C. Meneveau, Scaling of second- and higher-order structure functions in turbulent boundary layers, J. Fluid Mech. 769, 654 (2015).
- J.-H. Xie, C. de Silva, R. Baidya, X. I. A. Yang, and R. Hu, Third-order structure function in the logarithmic layer of boundary-layer turbulence, Phys. Rev. Fluids 6, 074602 (2021).
- X. I. A. Yang, R. Baidya, P. Johnson, I. Marusic, and C. Meneveau, Structure function tensor scaling in the logarithmic region derived from the attached eddy model of wall-bounded turbulent flows, Phys. Rev. Fluids 2, 064602 (2017).
- G. J. Kunkel and I. Marusic, Study of the near-wall-turbulent region of the high-Reynolds-number boundary layer using an atmospheric flow, J. Fluid Mech. 548, 375 (2006).
- N. Hutchins, K. Chauhan, I. Marusic, J. Monty, and J. Klewicki, Towards reconciling the large-scale structure of turbulent boundary layers in the atmosphere and laboratory, Boundary-Layer Meteorol. 145, 273 (2012).
- G. Wang and X. Zheng, Very large scale motions in the atmospheric surface layer: a field investigation, J. Fluid Mech. 802, 464 (2016).
- G. I. Taylor, The spectrum of turbulence, Proc. R. Soc. London A 164, 476 (1938).
- G. Hetsroni, Particles-turbulence interaction, Int. J. Multiphase Flow 15, 735 (1989).
- J. D. Kulick, J. R. Fessler, and J. K. Eaton, Particle response and turbulence modification in fully developed channel flow, J. Fluid Mech. 277, 109 (1994).
- L. H. Zhao, H. I. Andersson, and J. J. J. Gillissen, Turbulence modulation and drag reduction by spherical particles, Phys. Fluids 22, 081702 (2010).
- G. F. K. Tay, D. C. S. Kuhn, and M. F. Tachie, Effects of sedimenting particles on the turbulence structure in a horizontal channel flow, Phys. Fluids 27, 025106 (2015).
- Y. Tsuji and Y. Morikawa, LDV measurements of an air-solid two-phase flow in a horizontal pipe, J. Fluid Mech. 120, 385 (1982).
- Y. Tsuji, Y. Morikawa, and H. Shiomi, LDV measurements of an air-solid two-phase flow in a vertical pipe, J. Fluid Mech. 139, 417 (1984).
- X. Zheng, J. Zhang, G. Wang, H. Liu, and W. Zhu, Investigation on very large scale motions (VLSMs) and their influence in a dust storm, Sci. China Phys. Mech. Astron. 56, 306 (2013).
- G. Wang, X. Zheng, and J. Tao, Very large scale motions and PM10 concentration in a high-Re boundary layer, Phys. Fluids 29, 061701 (2017).
- Y. Zhang, R. Hu, and X. Zheng, Large-scale coherent structures of suspended dust concentration in the neutral atmospheric surface layer: A large-eddy simulation study, Phys. Fluids 30, 046601 (2018).
- G. Wang, H. Gu, and X. Zheng, Large scale structures of turbulent flows in the atmospheric surface layer with and without sand, Phys. Fluids 32, 106604 (2020).
- H. A. Einstein and N. Chien, Effect of Heavy Sediment Concentration Near the Bed on Velocity and Sediment Distribution (University of California, Berkeley, CA, 1955), Vol. 33, p. 2.
- D. A. Lyn, Ph.D. thesis, California Institute of Technology, 1986.
- D. A. Lyn, A similarity approach to turbulent sediment-laden flows in open channels, J. Fluid Mech. 193, 1 (1988).
- J. Guo and P. Y. Julien, Turbulent velocity profiles in sediment-laden flows, J. Hydraul. Res. 39, 11 (2001).
- O. Castro-Orgaz, J. V. Giráldez, L. Mateos, and S. Dey, Is the von Kármán constant affected by sediment suspension?, J. Geophys. Res. 117 (2012).
- N. L. Coleman, Velocity profiles with suspended sediment, J. Hydraul. Res. 19, 211 (1981).
- N. L. Coleman, Effects of suspended sediment on the open-channel velocity distribution, Water Resour. Res. 22, 1377 (1986).
- G. Parker and N. L. Coleman, Simple model of sediment-laden flows, J. Hydraul. Eng. 112, 356 (1986).
- L. F. Janin and J. E. Cermak, Sediment-laden velocity profiles developed in a long boundary-layer wind tunnel, J. Wind Eng. Ind. Aerodyn. 28, 159 (1988).
- F. Cioffi and F. Gallerano, Velocity and concentration profiles of solid particles in a channel with movable and erodible bed, J. Hydraul. Res. 29, 387 (1991).
- I. Marusic and N. Hutchins, Study of the log-layer structure in wall turbulence over a very large range of Reynolds number, Flow. Turbul. Combust. 81, 115 (2008).
- T. Wei, Integral properties of turbulent-kinetic-energy production and dissipation in turbulent wall-bounded flows, J. Fluid Mech. 854, 449 (2018).
- M. Metzger, B. J. McKeon, and H. Holmes, The near-neutral atmospheric surface layer: turbulence and non-stationarity, Philos. Trans. R. Soc. London A 365, 859 (2007).
- H. Tennekes and J. L. Lumley, A First Course in Turbulence (MIT Press, Cambridge, MA, 2018).
- J. C. Wyngaard and O. R. Coté, The budgets of turbulent kinetic energy and temperature variance in the atmospheric surface layer, J. Atmos. Sci. 28, 190 (1971).
- A. S. Monin and A. M. Obukhov, Basic laws of turbulentmixing in the atmospheric surface layer, Tr. Akad. Nauk SSSR Geofiz. Insti. 24, 163 (1954).
- A. M. Obukhov, Turbulence in thermally inhomogeneous atmosphere, Trudy Inst. Teor. Geofiz. Akad. Nauk SSSR 1, 95 (1946).
- U. L. F. Högström, Von Karman's constant in atmospheric boundary layer flow: Reevaluated, J. Atmos. Sci. 42, 263 (1985).
- K. A. Chauhan, Ph.D. thesis, Illinois Institute of Technology, 2007.
- D. B. de Graaff and J. K. Eaton, Reynolds-number scaling of the flat-plate turbulent boundary layer, J. Fluid Mech. 422, 319 (2000).
- H. Liu, T. Bo, and Y. Liang, The variation of large-scale structure inclination angles in high Reynolds number atmospheric surface layers, Phys. Fluids 29, 035104 (2017).
- H. A. McGowan and A. Clark, A vertical profile of PM10 dust concentrations measured during a regional dust event identified by MODIS Terra, western Queensland, Australia, J. Geophys. Res.: Solid Earth 113, F02S03(2008).
- J. E. Panebianco, D. E. Buschiazzo, and T. M. Zobeck, Comparison of different mass transport calculation methods for wind erosion quantification purposes, Earth Surf. Processes Landforms 35, 1548 (2010).
- J. E. Panebianco, M. J. Mendez, and D. E. Buschiazzo, PM10 emission, sandblasting efficiency and vertical entrainment during successive wind-erosion events: a wind-tunnel approach, Boundary-Layer Meteorol. 161, 335 (2016).
- H. Liu, X. He, and X. Zheng, An investigation of particles effects on wall-normal velocity fluctuations in sand-laden atmospheric surface layer flows, Phys. Fluids 33, 103309 (2021).
- J. D. Albertson, M. B. Parlange, G. Kiely, and W. E. Eichinger, The average dissipation rate of turbulent kinetic energy in the neutral and unstable atmospheric surface layer, J. Geophys. Res. 102, 13423 (1997).
- K. R. Sreenivasan and R. A. Antonia, The phenomenology of small-scale turbulence, Annu. Rev. Fluid Mech. 29, 435 (1997).
- N. Hutchins and I. Marusic, Evidence of very long meandering features in the logarithmic region of turbulent boundary layers, J. Fluid Mech. 579, 1 (2007).
- H. Y. Liu, G. H. Wang, and X. J. Zheng, Spatial length scales of large-scale structures in atmospheric surface layers, Phys. Rev. Fluids 2, 064606 (2017).
- M. K. Verma, A. Kumar, and A. Pandey, Phenomenology of buoyancy-driven turbulence: recent results, New J. Phys. 19, 025012 (2017).
- G. He, G. Jin, and Y. Yang, Space-time correlations and dynamic coupling in turbulent flows, Annu. Rev. Fluid Mech. 49, 51 (2017).
- X. I. A. Yang and M. F. Howland, Implication of Taylor's hypothesis on measuring flow modulation, J. Fluid Mech. 836, 222 (2018).
- L. S. Freire, M. Chamecki, E. Bou-Zeid, and N. L. Dias, Critical flux Richardson number for Kolmogorov turbulence enabled by TKE transport, Quart. J. Roy. Meteor. Soc. 145, 1551 (2019).