Skip to main content
Log in

Bridging the Urban Canopy Sublayer to Aerodynamic Parameters of the Atmospheric Surface Layer

  • Research Article
  • Published:
Boundary-Layer Meteorology Aims and scope Submit manuscript

Abstract

Within the roughness sublayer (RSL) of dense urban canopies composed of uniformly distributed cuboids, the time and planar-averaged mean velocity profile exhibits an approximate exponential shape characterized by a depth-independent attenuation coefficient a. A formulation that links a to the zero-plane displacement d and aerodynamic roughness length \(z_{\mathrm{om}}\) is proposed using a one-dimensional momentum balance between the background mean horizontal pressure gradient, vertical gradients of total stresses, and the drag force. Dispersive effects on a within the urban RSL are then explored using large-eddy simulations (LESs) that vary independently the planar (\(\lambda _{\mathrm{p}}\)) and frontal (\(\lambda _{\mathrm{f}}\)) densities of the cuboids. The LES results are used to compute d and \(z_{\mathrm{om}}\) by fitting a log-profile to the mean velocity above the canopy. Within the canopy, the LES results are also used to estimate (i) a by fitting an exponential profile to the computed time and planar-averaged velocity, (ii) profiles of drag coefficients, and (iii) turbulent as well as dispersive stresses. The LES results demonstrate that dispersive stresses can be commensurate with turbulent stresses in magnitude and act in the same direction. Moreover, dispersive transport, determined from vertical gradients of dispersive stresses, is some 25–75% of turbulent stress gradients. These dispersive effects impact a (and thus d and \(z_{\mathrm{om}}\)) via two mechanisms: (i) reducing the effective adjustment length scale that leads to an increase in a and (ii) increasing the effective mixing length that leads to a reduction in a across a wide range of \(\lambda _{\mathrm{f}}\) and \(\lambda _{\mathrm{p}}\). These two effects are shown to be partly compensatory giving rise to an apparent constant a with respect to height inside the canopy. The effects of mean recirculation and the usage of the drag force centroid method to estimate d are discussed. The analysis also evaluates the consequences of a finite roughness sublayer thickness extending above the canopy on the derived expressions.

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.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18

Similar content being viewed by others

References

  • Belcher S, Jerram N, Hunt J (2003) Adjustment of a turbulent boundary layer to a canopy of roughness elements. J Fluid Mech 488:369–398

    Article  Google Scholar 

  • Blunn LP, Coceal O, Nazarian N, Barlow JF, Plant RS, Bohnenstengel SI, Lean HW (2022) Turbulence Characteristics Across a Range of Idealized Urban Canopy Geometries. Boundary-Layer Meteorol 182:275–307. https://doi.org/10.1007/s10546-021-00658-6

  • Böhm M, Finnigan JJ, Raupach MR, Hughes D (2013) Turbulence structure within and above a canopy of bluff elements. Boundary-Layer Meteorol 146(3):393–419

    Article  Google Scholar 

  • Britter R, Hanna S (2003) Flow and dispersion in urban areas. Annu Rev Fluid Mech 35(1):469–496

    Article  Google Scholar 

  • Castro IP (2017) Are urban-canopy velocity profiles exponential. Boundary-Layer Meteorol 164(3):337–351

    Article  Google Scholar 

  • Cheng H, Castro IP (2002) Near wall flow over urban-like roughness. Boundary-Layer Meteorol 104(2):229–259

    Article  Google Scholar 

  • Christen A, Rotach MW, Vogt R (2009) The budget of turbulent kinetic energy in the urban roughness sublayer. Boundary-Layer Meteorol 131(2):193–222

    Article  Google Scholar 

  • Coceal O, Belcher S (2004) A canopy model of mean winds through urban areas. Q J R Meteorol Soc 130(599):1349–1372

    Article  Google Scholar 

  • Coceal O, Thomas TG, Castro IP, Belcher SE (2006) Mean flow and turbulence statistics over groups of urban-like cubical obstacles. Boundary-Layer Meteorol 121(3):491–519

    Article  Google Scholar 

  • Fernando HJ, Zajic D, Di Sabatino S, Dimitrova R, Hedquist B, Dallman A (2010) Flow, turbulence, and pollutant dispersion in urban atmospheres. Phys Fluids 22(5):051301

    Article  Google Scholar 

  • Finnigan J (2000) Turbulence in plant canopies. Annu Rev Fluid Mech 32(1):519

    Article  Google Scholar 

  • Finnigan J, Belcher S (2004) Flow over a hill covered with a plant canopy. Q J R Meteorol Soc 130(596):1–29

    Article  Google Scholar 

  • Giometto M, Christen A, Meneveau C, Fang J, Krafczyk M, Parlange M (2016) Spatial characteristics of roughness sublayer mean flow and turbulence over a realistic urban surface. Boundary-Layer Meteorol 160(3):425–452

    Article  Google Scholar 

  • Grimmond C (2006) Progress in measuring and observing the urban atmosphere. Theor Appl Climatol 84(1):3–22

    Article  Google Scholar 

  • Grimmond C, Oke TR (1999) Aerodynamic properties of urban areas derived from analysis of surface form. J Appl Meteorol 38(9):1262–1292

    Article  Google Scholar 

  • Inoue E (1963) On the turbulent structure of airflow within. J Meteorol Soc Jpn 41(6):317–326

    Article  Google Scholar 

  • Jackson PS (1981) On the displacement height in the logarithmic velocity profile. J Fluid Mech 111(-1):15

  • Juang JY, Katul GG, Siqueira MB, Stoy PC, McCarthy HR (2008) Investigating a hierarchy of Eulerian closure models for scalar transfer inside forested canopies. Boundary-Layer Meteorol 128(1):1–32

    Article  Google Scholar 

  • Kanda M, Moriwaki R, Kasamatsu F (2004) Large-eddy simulation of turbulent organized structures within and above explicitly resolved cube arrays. Boundary-Layer Meteorol 112(2):343–368

    Article  Google Scholar 

  • Kanda M, Inagaki A, Miyamoto T, Gryschka M, Raasch S (2013) A new aerodynamic parametrization for real urban surfaces. Boundary-Layer Meteorol 148(2):357–377

    Article  Google Scholar 

  • Katul GG, Mahrt L, Poggi D, Sanz C (2004) One-and two-equation models for canopy turbulence. Bound-Layer Meteorol 113(1):81–109

    Article  Google Scholar 

  • Leonardi S, Castro IP (2010) Channel flow over large cube roughness: a direct numerical simulation study. J Fluid Mech 651:519–539

    Article  Google Scholar 

  • Leonardi S, Orlandi P, Djenidi L, Antonia RA (2015) Heat transfer in a turbulent channel flow with square bars or circular rods on one wall. J Fluid Mech 776:512–530

    Article  Google Scholar 

  • Li Q, Bou-Zeid E (2019) Contrasts between momentum and scalar transport over very rough surfaces. J Fluid Mech 880:32–58

    Article  Google Scholar 

  • Li Q, Bou-Zeid E, Anderson W (2016) The impact and treatment of the Gibbs phenomenon in immersed boundary method simulations of momentum and scalar transport. J Comput Phys 310:237–251

    Article  Google Scholar 

  • Li Q, Bou-Zeid E, Grimmond S, Zilitinkevich S, Katul G (2020) Revisiting the relation between momentum and scalar roughness lengths of urban surfaces. Q J R Meteorol Soc 146(732):3144–3164

    Article  Google Scholar 

  • Li Q, Yang J, Yang L (2021) Impact of urban roughness representation on regional hydrometeorology: an idealized study. J Geophys Res Atmos 126(4):e2020JD033812

    Google Scholar 

  • Macdonald RW, Griffiths RF, Hall DJ (1998) An improved method for the estimation of surface roughness of obstacle arrays. Atmos Environ 32(11):1857–1864

    Article  Google Scholar 

  • Martilli A, Clappier A, Rotach MW (2002) An urban surface exchange parameterisation for mesoscale models. Boundary-Layer Meteorol 104(2):261–304

    Article  Google Scholar 

  • Moriwaki R, Kanda M (2006) Local and global similarity in turbulent transfer of heat, water vapour, and CO\(_{2}\) in the dynamic convective sublayer over a suburban area. Boundary-Layer Meteorol 120(1):163–179

    Article  Google Scholar 

  • Nazarian N, Krayenhoff ES, Martilli A (2020) A one-dimensional model of turbulent flow through “urban’’ canopies (mlucm v2. 0): updates based on large-eddy simulation. Geosci Model Dev 13(3):937–953

    Article  Google Scholar 

  • Nepf HM, Vivoni E (2000) Flow structure in depth-limited, vegetated flow. J Geophys Res Oceans 105(C12):28547–28557

    Article  Google Scholar 

  • Poggi D, Katul GG (2008) The effect of canopy roughness density on the constitutive components of the dispersive stresses. Exp Fluids 45(1):111–121

    Article  Google Scholar 

  • Poggi D, Katul G, Albertson J (2004) Momentum transfer and turbulent kinetic energy budgets within a dense model canopy. Boundary-Layer Meteorol 111(3):589–614

    Article  Google Scholar 

  • Poggi D, Katul G, Albertson J (2004) A note on the contribution of dispersive fluxes to momentum transfer within canopies. Boundary-Layer Meteorol 111(3):615–621

    Article  Google Scholar 

  • Poggi D, Porporato A, Ridolfi L, Albertson J, Katul G (2004) The effect of vegetation density on canopy sub-layer turbulence. Boundary-Layer Meteorol 111(3):565–587

    Article  Google Scholar 

  • Poggi D, Krug C, Katul GG (2009) Hydraulic resistance of submerged rigid vegetation derived from first-order closure models. Water Resour Res 45:W10442

  • Pope SB (2000) Turbulent flows. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Raupach MR (1981) Conditional statistics of Reynolds stress in rough-wall and smooth-wall turbulent boundary layers. J Fluid Mech 108(-1):363–382

  • Raupach MR, Finnigan JJ, Brunei Y (1996) Coherent eddies and turbulence in vegetation canopies: the mixing-layer analogy. Boundary-Layer Meteorol 78(3–4):351–382

    Article  Google Scholar 

  • Rotach MW (1999) On the influence of the urban roughness sublayer on turbulence and dispersion. Atmos Environ 33(24–25):4001–4008

    Article  Google Scholar 

  • Schmid MF, Lawrence GA, Parlange MB, Giometto MG (2019) Volume averaging for urban canopies. Boundary-Layer Meteorol 173(3):349–372

    Article  Google Scholar 

  • Xu H, Altland S, Yang X, Kunz R (2021) Flow over closely packed cubical roughness. J Fluid Mech 920:A37. https://doi.org/10.1017/jfm.2021.456

  • Yang XIA, Sadique J, Mittal R, Meneveau C (2016) Exponential roughness layer and analytical model for turbulent boundary layer flow over rectangular-prism roughness elements. J Fluid Mech 789:127

    Article  Google Scholar 

  • Yoshida T, Takemi T, Horiguchi M (2018) Large-eddy-simulation study of the effects of building-height variability on turbulent flows over an actual urban area. Boundary-Layer Meteorol 168(1):127–153

    Article  Google Scholar 

Download references

Acknowledgements

The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request. QL acknowledges support from the US National Science Foundation (NSF-CAREER-2143664, NSF-AGS-2028633, NSF-CBET-2028842) and computational resources from the National Center for Atmospheric Research (UCOR-0049). GK acknowledges support from the US National Science Foundation (NSF-AGS-2028633) and the Department of Energy (DE-SC0022072). The authors thank four anonymous reviewers for their helpful suggestions that help to improve the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Qi Li.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Li, Q., Katul, G. Bridging the Urban Canopy Sublayer to Aerodynamic Parameters of the Atmospheric Surface Layer. Boundary-Layer Meteorol 185, 35–61 (2022). https://doi.org/10.1007/s10546-022-00723-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10546-022-00723-8

Keywords

Navigation