Microscale Numerical Prediction over Montreal with the Canadian External Urban Modeling System

Sylvie Leroyer Meteorological Research Division, Environment Canada, Dorval, Canada

Search for other papers by Sylvie Leroyer in
Current site
Google Scholar
PubMed
Close
,
Stéphane Bélair Meteorological Research Division, Environment Canada, Dorval, Canada

Search for other papers by Stéphane Bélair in
Current site
Google Scholar
PubMed
Close
,
Jocelyn Mailhot Meteorological Research Division, Environment Canada, Dorval, Canada

Search for other papers by Jocelyn Mailhot in
Current site
Google Scholar
PubMed
Close
, and
Ian B. Strachan Department of Natural Resource Sciences, McGill University, Sainte-Anne-de-Bellevue, Canada

Search for other papers by Ian B. Strachan in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

The Canadian urban and land surface external modeling system (known as urban GEM-SURF) has been developed to provide surface and near-surface meteorological variables to improve numerical weather prediction and to become a tool for environmental applications. The system is based on the Town Energy Balance model for the built-up covers and on the Interactions between the Surface, Biosphere, and Atmosphere land surface model for the natural covers. It is driven by coarse-resolution forecasts from the 15-km Canadian regional operational model. This new system was tested for a 120-m grid-size computational domain covering the Montreal metropolitan region from 1 May to 30 September 2008. The numerical results were first evaluated against local observations of the surface energy budgets, air temperature, and humidity taken at the Environmental Prediction in Canadian Cities (EPiCC) field experiment tower sites. As compared with the regional deterministic 15-km model, important improvements have been achieved with this system over urban and suburban sites. GEM-SURF’s ability to simulate the Montreal surface urban heat island was also investigated, and the radiative surface temperatures from this system and from two systems operational at the Meteorological Service of Canada were compared, that is, the 15-km regional deterministic model and the so-called limited-area model with 2.5-km grid size. Comparison of urban GEM-SURF outputs with remotely sensed observations from the Moderate Resolution Imaging Spectroradiometer (MODIS) reveals relatively good agreement for urban and natural areas.

Corresponding author address: Dr. Sylvie Leroyer, Meteorological Research Division, Environment Canada, 2121 Trans-Canada Highway, Dorval QC H9P1J3, Canada. E-mail: sylvie.leroyer@ec.gc.ca

Abstract

The Canadian urban and land surface external modeling system (known as urban GEM-SURF) has been developed to provide surface and near-surface meteorological variables to improve numerical weather prediction and to become a tool for environmental applications. The system is based on the Town Energy Balance model for the built-up covers and on the Interactions between the Surface, Biosphere, and Atmosphere land surface model for the natural covers. It is driven by coarse-resolution forecasts from the 15-km Canadian regional operational model. This new system was tested for a 120-m grid-size computational domain covering the Montreal metropolitan region from 1 May to 30 September 2008. The numerical results were first evaluated against local observations of the surface energy budgets, air temperature, and humidity taken at the Environmental Prediction in Canadian Cities (EPiCC) field experiment tower sites. As compared with the regional deterministic 15-km model, important improvements have been achieved with this system over urban and suburban sites. GEM-SURF’s ability to simulate the Montreal surface urban heat island was also investigated, and the radiative surface temperatures from this system and from two systems operational at the Meteorological Service of Canada were compared, that is, the 15-km regional deterministic model and the so-called limited-area model with 2.5-km grid size. Comparison of urban GEM-SURF outputs with remotely sensed observations from the Moderate Resolution Imaging Spectroradiometer (MODIS) reveals relatively good agreement for urban and natural areas.

Corresponding author address: Dr. Sylvie Leroyer, Meteorological Research Division, Environment Canada, 2121 Trans-Canada Highway, Dorval QC H9P1J3, Canada. E-mail: sylvie.leroyer@ec.gc.ca
Save
  • Arnfield, A. J., 2003: Two decades of urban climate research: A review of turbulence exchanges of energy and water, and the urban heat island. Int. J. Climatol., 23, 126.

    • Search Google Scholar
    • Export Citation
  • Bélair, S., L. P. Crevier, J. Mailhot, B. Bilodeau, and Y. Delage, 2003a: Operational implementation of the ISBA land surface scheme in the Canadian Regional Weather Forecast Model. Part I: Warm season results. J. Hydrometeor., 4, 352370.

    • Search Google Scholar
    • Export Citation
  • Bélair, S., R. Brown, J. Mailhot, B. Bilodeau, and L. P. Crevier, 2003b: Operational implementation of the ISBA land surface scheme in the Canadian Regional Weather Forecast Model. Part II: Cold season results. J. Hydrometeor., 4, 371386.

    • Search Google Scholar
    • Export Citation
  • Bergeron, O., and I. B. Strachan, 2011: Wintertime radiation and energy budget along an urbanization gradient in Montreal, Canada. Int. J. Climatol., 31, doi:10.1002/joc.2246, in press.

    • Search Google Scholar
    • Export Citation
  • Bernier, N. B., S. Bélair, B. Bilodeau, and L. Tong, 2011: Near surface and land surface forecasts for the Vancouver 2010 Winter Olympic and Paralympic games. J. Hydrometeor., 12, 508530.

    • Search Google Scholar
    • Export Citation
  • Best, M. J., 2005: Representing urban areas within operational numerical weather prediction models. Bound.-Layer Meteor., 114, 91109.

    • Search Google Scholar
    • Export Citation
  • Best, M. J., C. S. B. Grimmond, and M. G. Villani, 2006: Evaluation of the urban tile in MOSES using surface energy balance observations. Bound.-Layer Meteor., 118, 503525.

    • Search Google Scholar
    • Export Citation
  • Bouttier, F., 2007: Arome, avenir de la prévision régionale. Meteorologie, 58, 1220.

  • Carrera, M., S. Bélair, V. Fortin, B. Bilodeau, D. Charpentier, and I. Doré, 2010: Evaluation of snowpack simulations over the Canadian Rockies with an experimental hydrometeorological modeling system. J. Hydrometeor., 11, 11231140.

    • Search Google Scholar
    • Export Citation
  • Clark, P., M. Best, and A. Porson, 2009: Evolution of urban surface exchange in the UK Met Office’s Unified model. Meteorology and Air Quality Models for Urban Areas, A. Baklanov et al., Eds., Springer, 77–86.

    • Search Google Scholar
    • Export Citation
  • D’Ippoliti, D., and Coauthors, 2010: The impact of heat wave on mortality in 9 European cities: Results from the EuroHEAT project. Environ. Health, 9, doi:10.1186/1476-069X-9-37. [Available online at http://www.ehjournal.net/content/9/1/37.]

    • Search Google Scholar
    • Export Citation
  • Erfani, A., J. Mailhot, S. Gravel, M. Desgagné, N. McLennan, D. Jacob, R. Goodson, and D. Sills, 2005: The high resolution limited area version of the Global Environmental Multiscale model and its potential operational applications. Proc. 11th Conf. on Mesoscale Processes, Albuquerque, NM, Amer. Meteor. Soc., 1M.4. [Available online at http://ams.confex.com/ams/32Rad11Meso/techprogram/paper_97308.htm.]

    • Search Google Scholar
    • Export Citation
  • Essery, R. L. H., M. J. Best, R. A. Betts, P. M. Cox, and C. M. Taylor, 2003: Explicit representation of subgrid heterogeneity in a GCM land surface scheme. J. Hydrometeor., 4, 530543.

    • Search Google Scholar
    • Export Citation
  • Freitas, E. D., C. M. Rozoff, W. R. Cotton, and P. L. S. Dias, 2007: Interactions of an urban heat island and sea-breeze circulations during winter over the metropolitan area of São Paulo, Brazil. Bound.-Layer Meteor., 122, 4365.

    • Search Google Scholar
    • Export Citation
  • Houghton, J. T., Y. Ding, D. J. Griggs, M. Noguer, P. J. van der Linden, X. Dai, K. Maskell, and C. A. Johnson, Eds., 2001: Climate Change 2001: The Scientific Basis. Cambridge University Press, 881 pp.

    • Search Google Scholar
    • Export Citation
  • Huang, W., H. Kan, and S. Kovats, 2010: The impact of the 2003 heat wave on mortality in Shanghai, China. Sci. Total Environ., 408, 24182420.

    • Search Google Scholar
    • Export Citation
  • Kanda, M., M. Kanega, T. Kawai, R. Moriwaki, H. Sugawara, 2007: Roughness lengths for momentum and heat derived from outdoor urban scale models. J. Appl. Meteor. Climatol., 46, 10671079.

    • Search Google Scholar
    • Export Citation
  • Le Moigne, P., cited 2009: SURFEX scientific documentation. [Available online at http://www.cnrm.meteo.fr/gmme/.]

  • Lemonsu, A., and V. Masson, 2002: Simulation of a summer urban breeze over Paris. Bound.-Layer Meteor., 104, 463490.

  • Lemonsu, A., C. S. B. Grimmond, and V. Masson, 2004: Modeling the surface energy balance of the core of an old Mediterranean city: Marseille. J. Appl. Meteor., 43, 312327.

    • Search Google Scholar
    • Export Citation
  • Lemonsu, A., S. Bastin, V. Masson, and P. Drobinski, 2006a: Vertical structure of the urban boundary layer over Marseille under sea-breeze conditions. Bound.-Layer Meteor., 118, 477501.

    • Search Google Scholar
    • Export Citation
  • Lemonsu, A., A. Leroux, S. Belair, S. Trudel, and J. Mailhot, 2006b: A general methodology of urban cover classification for atmospheric modelling. Preprints, Sixth Symp. on the Urban Environment, Atlanta, GA, Amer. Meteor. Soc., 5.5. [Available online at http://ams.confex.com/ams/pdfpapers/100125.pdf.]

    • Search Google Scholar
    • Export Citation
  • Lemonsu, A., and Coauthors, 2008: Overview and first results of the Montréal Urban Snow Experiment (MUSE) 2005. J. Appl. Meteor. Climatol., 47, 5975.

    • Search Google Scholar
    • Export Citation
  • Lemonsu, A., S. Bélair, and J. Mailhot, 2009: The new Canadian Modelling System: Evaluation for two cases from the Joint Urban 2003 Oklahoma City experiment. Bound.-Layer Meteor., 133, 4770.

    • Search Google Scholar
    • Export Citation
  • Lemonsu, A., S. Bélair, J. Mailhot, and S. Leroyer, 2010: Evaluation of the Town Energy Balance model under cold and snowy conditions for the Montreal Urban Snow Experiment 2005. J. Appl. Meteor. Climatol., 49, 346362.

    • Search Google Scholar
    • Export Citation
  • Leroyer, S., J. Mailhot, S. Bélair, A. Lemonsu, and I. B. Strachan, 2010: Modeling the surface energy budget during the thawing period of the 2006 Montreal Urban Snow Experiment. J. Appl. Meteor. Climatol., 49, 6884.

    • Search Google Scholar
    • Export Citation
  • Mailhot, J., and Coauthors, 2006: The 15-km version of the Canadian Regional Forecast System. Atmos.–Ocean, 44, 133149.

  • Markovic, M., C. Jones, P. A. Vaillancourt, D. Paquin, K. Winger, and D. Paquin-Ricard, 2008: An evaluation of the surface radiation budget over North America for a suite of regional climate models against surface station observation. Climate Dyn., 31, 779794.

    • Search Google Scholar
    • Export Citation
  • Masson, V., 2000: A physically based scheme for the urban energy budget in atmospheric models. Bound.-Layer Meteor., 94, 357397.

  • Masson, V., C. S. B. Grimmond, and T. R. Oke, 2002: Evaluation of the Town Energy Balance (TEB) scheme with direct measurements from dry districts in two cities. J. Appl. Meteor., 41, 10111025.

    • Search Google Scholar
    • Export Citation
  • Noilhan, J., and S. Planton, 1989: A simple parameterization of land surface processes for meteorological models. Mon. Wea. Rev., 117, 536549.

    • Search Google Scholar
    • Export Citation
  • Noilhan, J., and J. F. Mahfouf, 1996: The ISBA land surface parameterization. Global Planet. Change, 13 (1-4), 145159.

  • Oke, T. R., 1981: Canyon geometry and the nocturnal urban heat island: Comparison of scale model and field observations. Int. J. Climatol., 1, 237254.

    • Search Google Scholar
    • Export Citation
  • Oke, T. R., 1982: The energetic basis of the urban heat island. Quart. J. Roy. Meteor. Soc., 108, 124.

  • Paquin-Ricard, D., C. Jones, and P. A. Vaillancourt, 2010: Using ARM cloud and radiation observations to evaluate simulated cloud-radiation processes in climate and NWP models. Mon. Wea. Rev., 138, 818838.

    • Search Google Scholar
    • Export Citation
  • Pigeon, G., M. A. Moscicki, J. A. Voogt, and V. Masson, 2008: Simulation of fall and winter surface energy balance over a dense urban area using the TEB scheme. Meteor. Atmos. Phys., 102, 159171.

    • Search Google Scholar
    • Export Citation
  • Pu, R., P. Gong, R. Michishita, and T. Sasagawa, 2006: Assessment of multi-resolution and multi-sensor data for urban surface temperature retrieval. Remote Sens. Environ., 104, 211225.

    • Search Google Scholar
    • Export Citation
  • Rigo, G., E. Parlow, and D. Oesch, 2006: Validation of satellite observed thermal emission with in-situ measurements over an urban surface. Remote Sens. Environ., 104, 201210.

    • Search Google Scholar
    • Export Citation
  • Rotach, M. W., and Coauthors, 2005: BUBBLE—An urban boundary layer meteorology project. Theor. Appl. Climatol., 81, 231261.

  • Roth, M., T. R. Oke, and W. J. Emery, 1989: Satellite-derived urban heat islands from three coastal cities and the utilization of such data in urban climatology. Int. J. Remote Sens., 10, 16991720.

    • Search Google Scholar
    • Export Citation
  • Sarrat, C., A. Lemonsu, V. Masson, and D. Guedalia, 2006: Impact of urban heat island on regional atmospheric pollution. Atmos. Environ., 40, 17431758.

    • Search Google Scholar
    • Export Citation
  • Smargiassi, A., M. S. Goldberg, C. Plante, M. Fournier, Y. Baudouin, and T. Kosatsky, 2009: Variation of daily warm season mortality as a function of micro-urban heat islands. J. Epidemiol. Community Health, 63, 659664.

    • Search Google Scholar
    • Export Citation
  • Smoyer, K. E., D. G. C. Rainham, and J. N. Hewko, 2000: Heat-stress related mortality in five cities in southern Ontario: 1980–1996. Int. J. Biometeorol., 44, 190197.

    • Search Google Scholar
    • Export Citation
  • Tong, S., C. Ren, and N. Becker, 2010: Excess deaths during the 2004 heatwave in Brisbane, Australia. Int. J. Biometeorol., 54, 393400.

    • Search Google Scholar
    • Export Citation
  • Vermote, E. F., N. El Saleous, C. O. Justice, Y. L. Kaufman, J. L. Privette, L. Remer, J. C. Roger, and D. Tanre, 1997: Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Background, operational algorithm and validation. J. Geophys. Res., 102 (D14), 17 13117 141.

    • Search Google Scholar
    • Export Citation
  • Voogt, J. A., T. R. Oke, 2003: Thermal remote sensing of urban climates. Remote Sens. Environ., 86, 370384.

  • Wan, Z., 2008: New refinements and validation of the MODIS Land-Surface Temperature/Emissivity products. Remote Sens. Environ., 112, 5974.

    • Search Google Scholar
    • Export Citation
  • Wan, Z., and J. Dozier, 1997: A generalized split-window algorithm for retrieving land-surface temperature from space. IEEE Trans. Geosci. Remote Sens., 34, 892905.

    • Search Google Scholar
    • Export Citation
  • Wan, Z., and Z.-L. Li, 1997: A physics-based algorithm for retrieving land surface emissivity and temperature from EOS/MODIS data. IEEE Trans. Geosci. Remote Sens., 35, 980996.

    • Search Google Scholar
    • Export Citation
  • Wan, Z., Y. Zhang, Q. Zhang, and Z.-L. Li, 2002: Validation of the land surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data. Remote Sens. Environ., 83, 163180.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 616 279 7
PDF Downloads 386 82 2