Skip to main content

Advertisement

Log in

A Simple Mixing-Length Model for Urban Canopy Flows

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

Abstract

Urban canopy models (UCMs) developed based on Prandtl mixing-length theory provide a simple method for predicting urban flows. In the existing models, the Prandtl mixing length and the sectional drag coefficient of buildings are usually assumed to be uniform with height within urban canopies. This leads to exponential vertical profiles of the time-averaged and horizontally space-averaged streamwise velocity component within urban canopies, which was recently found to be inaccurate. In this study, in order to improve the current UCM predictions, a new mixing-length parametrization is proposed for urban canopy flows by considering the strong shear layer at the canopy roof level. It assumes that, within the shear layer, the mixing length increases linearly with the distance from the canopy roof level with a proportionality constant approximately equal to 0.8. Using the new parametrization, good predictions of the space-averaged mean wind profiles are obtained against building-resolved large-eddy simulation and direct numerical simulation results.

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.

Fig. 1
Fig. 2
Fig. 3

References

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

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Cheng WC, Porté-Agel F (2013) Evaluation of subgrid-scale models in large-eddy simulation of flow past a two-dimensional block. Int J Heat Fluid Flow 44:301–311

    Article  Google Scholar 

  • Cheng WC, Porté-Agel F (2015) Adjustment of turbulent boundary-layer flow to idealized urban surfaces: a large-eddy simulation. Boundary-Layer Meteorol 155:249–270

    Article  Google Scholar 

  • Cheng WC, Porté-Agel F (2016) Large-eddy simulation of flow and scalar dispersion in rural-to-urban transition regions. Int J Heat Fluid Flow 60:47–60

    Article  Google Scholar 

  • Cionco RM (1965) Mathematical model for air flow in a vegetative canopy. J Appl Meteorol Climatol 4:517–522

    Article  Google Scholar 

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

    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 121:491–519

    Article  Google Scholar 

  • Di Sabatino S, Solazzo E, Paradisi P, Britter R (2008) A simple model for spatially-averaged wind profiles within and above an urban canopy. Boundary-Layer Meteorol 127:131–151

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Lu H, Porté-Agel F (2010) A modulated gradient model for large-eddy simulation: application to a neutral atmospheric boundary layer. Phys Fluids 22(015):109

    Google Scholar 

  • Macdonald RW (2000) Modelling the mean velocity profile in the urban canopy layer. Boundary-Layer Meteorol 97:25–45

    Article  Google Scholar 

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

    Article  Google Scholar 

  • MATLAB (2020) The MathWorks Inc. http://precog.iiitd.edu.in/people/anupama

  • 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 13:937–953

  • Nicholson SE (1975) A pollution model for street-level air. Atmos Environ 9:19–31

    Article  Google Scholar 

  • Pope SB (2000) Turbulent flows. Cambridge University Press, 771 pp

  • Raupach MR, Thom AS (1981) Turbulence in and above plant canopies. Annu Rev Fluid Mech 13:97–129

    Article  Google Scholar 

  • Santiago JL, Martilli A (2010) A dynamic urban canopy parameterization for mesoscale models based on computational fluid dynamics Reynolds-averaged Navier–Stokes microscale simulation. Boundary-Layer Meteorol 137:417–439

    Article  Google Scholar 

  • Simón-Moral A, Santiago JL, Krayenhoff ES, Martilli A (2014) Streamwise versus spanwise spacing of obstacle arrays: parametrization of the effects on drag and turbulence. Boundary-Layer Meteorol 151:579–596

    Article  Google Scholar 

  • 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 789:127–165

    Article  Google Scholar 

Download references

Acknowledgements

This study is supported by the National Natural Science Foundation of China and Macau Science and Technology Development Joint Fund (NSFC-FDCT), China and Macau (41861164027) and the Fundamental Research Funds for the Central Universities, Sun Yat-sen University (2021qntd29). The authors would like to thank the anonymous reviewers for helpful comments.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wai-Chi Cheng.

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

Cheng, WC., Porté-Agel, F. A Simple Mixing-Length Model for Urban Canopy Flows. Boundary-Layer Meteorol 181, 1–9 (2021). https://doi.org/10.1007/s10546-021-00650-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10546-021-00650-0

Keywords

Navigation