Skip to main content
Log in

Investigation of the impact of anthropogenic heat flux within an urban land surface model and PILPS-urban

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

Results from the first international urban model comparison experiment (PILPS-Urban) suggested that models which neglected the anthropogenic heat flux within the surface energy balance performed at least as well as models that include the source term, but this could not be explained. The analyses undertaken show that the results from PILPS-Urban were masked by the signal from including vegetation, which was identified in PILPS-Urban as being important. Including the anthropogenic heat flux does give improved performance, but the benefit is small for the site studied given the relatively small magnitude of this flux relative to other terms in the surface energy balance. However, there is no further benefit from including temporal variations in the flux at this site. The importance is expected to increase at sites with a larger anthropogenic heat flux and greater temporal variations.

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
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Best MJ (2005) Representing urban areas within operational numerical weather prediction models. Boundary-Layer Meteorol 114:91–109

    Article  Google Scholar 

  • Best MJ, CSB G, Villani MG (2006) Evaluation of the urban tile in MOSES using surface energy balance observations. Bound- Layer Meteorol 118:503–525

    Article  Google Scholar 

  • Best MJ, Pryor M, Clark DB, Rooney GG, Essery RHL, Ménard CB, Edwards JM, Hendry MA, Porson A, Gedney N, Mercado LM, Sitch S, Blyth E, Boucher O, Cox PM, Grimmond CSB, Harding RJ (2011) The Joint UK Land Environment Simulator (JULES), model description—part 1: energy and water fluxes. Geosci Model Dev 4:677–699

    Article  Google Scholar 

  • Best MJ, Grimmond CSB (2013) Analysis of the seasonal cycle within the first international urban land surface model comparison. Bound-Layer Meteorol 146:421–446. doi:10.1007/s10546-012-9769-7

    Article  Google Scholar 

  • Best MJ, Grimmond CSB (2014) Importance of initial state and atmospheric conditions for urban land surface models performance. Urban Climate. doi:10.1016/j.uclim.2013.10.006

    Google Scholar 

  • Christen A, Vogt R (2004) Energy and radiation balance of a Central European City. Int J Climatol 24:1395–1421

    Article  Google Scholar 

  • Coutts AM, Beringer J, Tapper NJ (2007) Impact of increasing urban density on local climate: spatial and temporal variations in the surface energy balance in Melbourne, Australia. J Appl Meteorol 47:477–493

    Article  Google Scholar 

  • Cullen MJP (1993) The unified forecast/climate model. Meteorol Mag 122:81–94

    Google Scholar 

  • Grimmond CSB (1992) The subruban energy balance: Methodological considerations and results for a mid-latitude west coast city under winter and spring conditions. Int J Climatol 12:481–497

  • Grimmond CSB, Blackett M, Best MJ, Barlow J, Baik J-J, Belcher SE, Bohnenstengel SI, Calmet I, Chen F, Dandou A, Fortuniak K, Gouvea ML, Hamdi R, Hendry M, Kawai T, Kawamoto Y, Kondo H, Krayenhoff ES, Lee S-H, Loridan T, Martilli A, Masson V, Miao S, Oleson K, Pigeon G, Porson A, Ryu Y-H, Salamanca F, Shashua-Bar L, Steeneveld G-J, Trombou M, Voogt J, Young D, Zhang N (2010) The international urban energy balance models comparison project: first results from phase 1. J Appl Meteorol Climatol 49:1268–1292. doi:10.1175/2010JAMC2354.1

    Article  Google Scholar 

  • Grimmond CSB, Blackett M, Best MJ, Baik J-J, Belcher SE, Beringer J, Bohnenstengel SI, Calmet I, Chen F, Coutts A, Dandou A, Fortuniak K, Gouvea ML, Hamdi R, Hendry M, Kanda M, Kawai T, Kawamoto Y, Kondo H, Krayenhoff ES, Lee S-H, Loridan T, Martilli A, Masson V, Miao S, Oleson K, Ooka R, Pigeon G, Porson A, Ryu Y-H, Salamanca F, Steeneveld G-J, Trombou M, Voogt J, Young D, Zhang N (2011) Initial results from phase 2 of the international urban energy balance model comparison. Int J Climatol 30:244–272. doi:10.1002/joc.2227

    Article  Google Scholar 

  • Hallenbeck M, Rice M, Smith B, Cornell-Martinez C, Wilkinson J (1997) Vehicle volume distribution by classification. Washington State Transportation Center, University of Washington, 54 pp. [Available from Washington State Transportation Center, University of Washington, 1107 NE 45th St. Suite 535, Seattle WA 98105]

  • Hamdi R, Degrauwe D, Duerinckx A, Cedilnik J, Costa V, Dalkilic T, Essaouini K, Jerczynki M, Kocaman F, Kullmann L, Mahfouf J-F, Meier F, Sassi M, Schneider S, Váňa F, Termonia P (2014) Evaluating the performance of SURFEXv5 as a new land surface scheme for the ALADINcy36 and ALARO-0 models. Geosci Model Dev 7:23–39. doi:10.5194/gmd-7-23-2014

    Article  Google Scholar 

  • Hamilton IG, Davies M, Steadman P, Stone A, Ridley I, Evans S (2009) The significance of the anthropogenic heat emissions of London’s buildings: a comparison against captured shortwave solar radiation. Build Environ. 44:807–817

    Article  Google Scholar 

  • Iamarino M, Beevers S, Grimmond CSB (2012) High-resolution (space, time) anthropogenic heat emissions: London 1970–2025. Int J Climatol 32:1754–1767. doi:10.1002/joc.2390

    Article  Google Scholar 

  • Ichinose T, Shimodozono K, Hanaki K (1999) Impact of anthropogenic heat on urban climate in Tokyo. Atmos Environ 33:3897–3909

    Article  Google Scholar 

  • Kotthaus S, Grimmond CSB (2014) Energy exchange in a dense urban environment—part I: temporal variability of long-term observations in central London. Urban Climate. doi:10.1016/j.uclim.2013.10.002

  • Lemonsu A, Belair S, Mailhot J (2009) The new Canadian urban modelling system: evaluation for two cases from the joint urban 2003 Oklahoma city experiment. Bound- Layer Meteorol 113:47–70. doi:10.1007/s10546-009-9414-2

    Article  Google Scholar 

  • Manabe S (1969) Climate and the ocean circulation: 1, the atmospheric circulation and the hydrology of the earths’ surface. Mon Wea Rev 97:739–805

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Masson V (2000) A physically-based scheme for the urban energy budget in atmospheric models. Bound-Layer Meteorol 41:1011–1026

    Google Scholar 

  • McCarthy MP, Best MJ, Betts RA (2010) Climate change in cities due to global warming and urban effects. Geophys Res Letters 37: L09705. doi:10.1029/2010GL042845

  • Offerle B, Grimmond CSB, Fortuniak K (2005) Heat storage and anthropogenic heat flux in relation to the energy balance of a central european city centre. Int J Climatol 25:1405–1419. doi:10.1002/joc.1198

    Article  Google Scholar 

  • Oleson KW, Bonan GB, Feddema J, Vertenstein M, Grimmond CSB (2008) An urban parameterization for a global climate model: 1. Formulation and Evaluation for two Cities J Appl Meteorol Climatol 47:1038–1060

    Google Scholar 

  • Pigeon G, Legain D, Durand P, Masson V (2007) Anthropogenic heat release in an old European agglomeration (Toulouse, France). Int J Climatol 27:1969–1981

    Article  Google Scholar 

  • Quah AKL, Roth M (2011) Diurnal and weekly variation of anthropogenic heat emissions in a tropical city, Singapore. Atmos Environ 46:92–103

    Article  Google Scholar 

  • Ross SL, Oke TR (1988) Tests of three urban energy balance models. Boundary-Layer Meteorol 44:73–96

    Article  Google Scholar 

  • Sailor DJ (2011) A review of methods for estimating anthropogenic heat and moisture emissions in the urban environment. Int J Climatol 31:189–199

    Article  Google Scholar 

  • Sailor DJ, Lu L (2004) A top-down methodology for developing diurnal and seasonal anthropogenic heating profiles for urban areas. Atmos Environ 38:2737–2748

    Article  Google Scholar 

Download references

Acknowledgments

M. Best was supported by the Joint DECC/Defra Met Office Hadley Centre Climate Programme (CA01101). Grimmond acknowledges support from Newton Fund/Met Office CSSP-China. Funds to support PILPS-Urban were provided by the Met Office (P001550). We would like to thank Andrew Coutts, Jason Beringer and Nigell Tapper for allowing their data to be used for the comparison. We would also like to thank Maggie Hendry and Mariana Gouvea for undertaking the JULES simulations for PILPS-Urban and everyone else who contributed model simulations to the comparison.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. J. Best.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Best, M.J., Grimmond, C.S.B. Investigation of the impact of anthropogenic heat flux within an urban land surface model and PILPS-urban. Theor Appl Climatol 126, 51–60 (2016). https://doi.org/10.1007/s00704-015-1554-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-015-1554-3

Keywords

Navigation