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Turbulent/Synoptic Separation and Coherent Structures in the Atmospheric Surface Layer for a Range of Surface Roughness

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Abstract

Three sites with different surface roughness were selected to explore the turbulent/synoptic separation and self-similar wall-attached coherent structures in the atmospheric surface layer. At each site, the facility permits synchronous multi-point measurements of three-dimensional wind velocity and temperature at different heights, as well as synchronous measurements via the global positioning system among the three sites. A filter based on the linear coherent spectrum between two sites (separated by 500 m) is adopted to separate turbulent and synoptic signals. After the separation, the two-point correlations of the filtered turbulent streamwise velocity component reveal that increasing surface roughness leads to less coherence in both the wall-normal and streamwise directions. The present results with unstable stratification and different surface roughness also demonstrate good agreement with the self-similar range of the wall-attached turbulence reported in Baars et al. (J Fluid Mech 823:R2, 2017). The aspect ratio of coherent structures (defined as the ratio of streamwise wavelength to the wall-normal offset) for the streamwise and spanwise velocity components and temperature increases with increasing surface roughness.

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References

  • Acevedo OC, Moraes OL, Degrazia GA, Medeiros LE (2006) Intermittency and the exchange of scalars in the nocturnal surface layer. Boundary-Layer Meteorol 119(1):41–55

    Article  Google Scholar 

  • Aubinet M, Vesala T, Papale D (2012) Eddy covariance: a practical guide to measurement and data analysis. Springer, Dordrecht

    Book  Google Scholar 

  • Baars WJ, Hutchins N, Marusic I (2017) Self-similarity of wall-attached turbulence in boundary layers. J Fluid Mech 823:R2

    Article  Google Scholar 

  • Baidya R, Baars WJ, Zimmerman S, Samie M, Hearst R, Dogan E, Mascotelli L, Zheng X, Bellani G, Talamelli A et al (2019) Simultaneous skin friction and velocity measurements in high Reynolds number pipe and boundary layer flows. J Fluid Mech 871:377–400

    Article  Google Scholar 

  • Flack KA, Schultz MP, Shapiro TA (2005) Experimental support for Townsend’s Reynolds number similarity hypothesis on rough walls. Phys Fluids 17(3):035,102

    Article  Google Scholar 

  • Foken T, Göockede M, Mauder M, Mahrt L, Amiro B, Munger W (2005) Post-field data quality control. Springer, Dordrecht, pp 181–208

    Google Scholar 

  • Gao W, Shaw R et al (1989) Observation of organized structure in turbulent flow within and above a forest canopy. In: Munn RE (ed) Boundary layer studies and applications. Springer, pp 349–377

  • Guala M, Hommema S, Adrian R (2006) Large-scale and very-large-scale motions in turbulent pipe flow. J Fluid Mech 554:521–542

    Article  Google Scholar 

  • Hu R, Yang XIA, Zheng X (2020) Wall-attached and wall-detached eddies in wall-bounded turbulent flows. J Fluid Mech 885:A30

    Article  Google Scholar 

  • Huang M, Gao Z, Miao S, Chen F, LeMone MA, Li J, Hu F, Wang L (2017) Estimate of boundary-layer depth over Beijing, China, using doppler lidar data during surf-2015. Boundary-Layer Meteorol 162(3):503–522

    Article  Google Scholar 

  • Hutchins N, Marusic I (2007) Evidence of very long meandering features in the logarithmic region of turbulent boundary layers. J Fluid Mech 579:1–28

    Article  Google Scholar 

  • Hutchins N, Chauhan K, Marusic I, Monty J, Klewicki J (2012) Towards reconciling the large-scale structure of turbulent boundary layers in the atmosphere and laboratory. Boundary-Layer Meteorol 145(2):273–306

    Article  Google Scholar 

  • Jiménez J (2004) Turbulent flows over rough walls. Annu Rev Fluid Mech 36:173–196

    Article  Google Scholar 

  • Keirsbulck L, Labraga L, Mazouz A, Tournier C (2002) Surface roughness effects on turbulent boundary layer structures. J Fluids Eng 124(1):127–135

    Article  Google Scholar 

  • Kim K, Adrian R (1999) Very large-scale motion in the outer layer. Phys Fluids 11(2):417–422

    Article  Google Scholar 

  • Krogstadt PÅ, Antonia R (1999) Surface roughness effects in turbulent boundary layers. Exp Fluids 27(5):450–460

    Article  Google Scholar 

  • Krug D, Baars WJ, Hutchins N, Marusic I (2019) Vertical coherence of turbulence in the atmospheric surface layer: connecting the hypotheses of Townsend and Davenport. Boundary-Layer Meteorol 172(2):199–214

    Article  Google Scholar 

  • Kunkel GJ, Marusic I (2006) Study of the near-wall-turbulent region of the high-Reynolds-number boundary layer using an atmospheric flow. J Fluid Mech 548:375–402

    Article  Google Scholar 

  • Lee SH, Lee JH, Sung HJ (2010) Direct numerical simulation and piv measurement of turbulent boundary layer over a rod-roughened wall. In: IUTAM symposium on the physics of wall-bounded turbulent flows on rough walls, Springer, pp 1–11

  • Li X, Bo T (2019) Statistics and spectra of turbulence under different roughness in the near-neutral atmospheric surface layer. Earth Surf Process Landf 44:1460–1470

    Article  Google Scholar 

  • Li X, Hutchins N, Marusic I, Zheng X (2018) Coherent structures under different stratification stability conditions in the atmospheric surface layer. In: Proceeding of 21st Australasian fluid mechanics conference. Australasian Fluid Mechanics Society

  • Ligrani PM, Moffat RJ (1986) Structure of transitionally rough and fully rough turbulent boundary layers. J Fluid Mech 162:69–98

    Article  Google Scholar 

  • Mallat SG (1989) A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Pattern Anal Mach Intell 7:674–693

    Article  Google Scholar 

  • Martins LGN, Miller SD, Acevedo OC (2017) Using empirical mode decomposition to filter out non-turbulent contributions to air-sea fluxes. Boundary-Layer Meteorol 163(1):123–141

    Article  Google Scholar 

  • Marusic I, Monty J (2019) Attached eddy model of wall turbulence. Annu Rev Fluid Mech 51:49–74

    Article  Google Scholar 

  • Metzger M, Mckeon BJ, Holmes H (2007) The near-neutral atmospheric surface layer: turbulence and non-stationarity. Philos Trans A Math Phys Eng Sci 365:859–876

    Google Scholar 

  • Monin A, Obukhov A (1954) Basic laws of turbulent mixing in the surface layer of the atmosphere. Contrib Geophys Inst Acad Sci USSR 151(163):e187

    Google Scholar 

  • Obukhov A (1946) Turbulence in an atmosphere with inhomogeneous temperature. Tr Inst Teor Geofis Akad Nauk SSSR 1:95–115

    Google Scholar 

  • Oikawa S, Meng Y (1995) Turbulence characteristics and organized motion in a suburban roughness sublayer. Boundary-Layer Meteorol 74(3):289–312

    Article  Google Scholar 

  • Oke TR (1976) The distinction between canopy and boundary-layer urban heat islands. Atmosphere 14(4):268–277

    Article  Google Scholar 

  • Perry A, Abell C (1977) Asymptotic similarity of turbulence structures in smooth-and rough-walled pipes. J Fluid Mech 79(4):785–799

    Article  Google Scholar 

  • Perry A, Li JD (1990) Experimental support for the attached-eddy hypothesis in zero-pressure-gradient turbulent boundary layers. J Fluid Mech 218:405–438

    Article  Google Scholar 

  • Raupach M (1992) Drag and drag partition on rough surfaces. Boundary-Layer Meteorol 60(4):375–395

    Article  Google Scholar 

  • Raupach M, Antonia R, Rajagopalan S (1991) Rough-wall turbulent boundary layers. Appl Mech Rev 44(1):1–25

    Article  Google Scholar 

  • Schlichting H (1968) Boundary-layer theory, 6th edn. McGraw-Hill, New York

    Google Scholar 

  • Schultz M, Flack K (2005) Outer layer similarity in fully rough turbulent boundary layers. Exp Fluids 38(3):328–340

    Article  Google Scholar 

  • Squire DT, Morrill-Winter C, Hutchins N, Schultz MP, Klewicki JC, Marusic I (2016) Comparison of turbulent boundary layers over smooth and rough surfaces up to high Reynolds numbers. J Fluid Mech 795:210–240

    Article  Google Scholar 

  • Svensson G, Holtslag A, Kumar V, Mauritsen T, Steeneveld G, Angevine W, Bazile E, Beljaars A, De Bruijn E, Cheng A et al (2011) Evaluation of the diurnal cycle in the atmospheric boundary layer over land as represented by a variety of single-column models: the second GABLS experiment. Boundary-Layer Meteorol 140(2):177–206

    Article  Google Scholar 

  • Townsend A (1976) The structure of turbulent shear flow. Cambridge University Press, Cambridge

    Google Scholar 

  • Vallikivi M, Ganapathisubramani B, Smits A (2015) Spectral scaling in boundary layers and pipes at very high Reynolds numbers. J Fluid Mech 771:303–326

    Article  Google Scholar 

  • Vickers D, Mahrt L (2003) The cospectral gap and turbulent flux calculations. J Atmos Ocean Technol 20(5):660–672

    Article  Google Scholar 

  • Vickers D, Mahrt L (2006) A solution for flux contamination by mesoscale motions with very weak turbulence. Boundary-Layer Meteorol 118(3):431–447

    Article  Google Scholar 

  • Volino RJ, Schultz MP, Flack KA (2009) Turbulence structure in a boundary layer with two-dimensional roughness. J Fluid Mech 635:75–101

    Article  Google Scholar 

  • Volino RJ, Schultz MP, Flack KA (2011) Turbulence structure in boundary layers over periodic two-and three-dimensional roughness. J Fluid Mech 676:172–190

    Article  Google Scholar 

  • Wang G, Zheng X (2016) Very large scale motions in the atmospheric surface layer: a field investigation. J Fluid Mech 802:464–489

    Article  Google Scholar 

  • Wang J, Song J, Huang Y, Fan C (2013) Application of the Hilbert–Huang transform to the estimation of air-sea turbulent fluxes. Boundary-Layer Meteorol 147(3):553–568

    Article  Google Scholar 

  • Wu Y, Christensen KT (2010) Spatial structure of a turbulent boundary layer with irregular surface roughness. J Fluid Mech 655:380–418

    Article  Google Scholar 

Download references

Acknowledgements

We acknowledge support from the National Natural Science Foundation of China (No. 92052202). Xuebo Li is also supported by Chinese Scholarship Council (File No. 201706180037). We thank Jiwen Gong, Woutijn J. Baars and Nicholas Hutchins for their advice during the planning of these studies, and we appreciate the help from Tianli Bo on design of the experiment array. Meanwhile, thanks are due to Ruifeng Hu and the editor for assistance with the English. Moreover, the author would also like to express heartfelt thanks to the four anonymous reviewers for their help.

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Correspondence to Xiaojing Zheng.

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Li, X., Wang, G. & Zheng, X. Turbulent/Synoptic Separation and Coherent Structures in the Atmospheric Surface Layer for a Range of Surface Roughness. Boundary-Layer Meteorol 182, 75–93 (2022). https://doi.org/10.1007/s10546-021-00643-z

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