Green Roof Mitigation Potential for a Proxy Future Climate Scenario in Chicago, Illinois

Kathryn R. Smith Atmospheric Science Group, Department of Mathematical Sciences, University of Wisconsin—Milwaukee, Milwaukee, Wisconsin

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Paul J. Roebber Atmospheric Science Group, Department of Mathematical Sciences, University of Wisconsin—Milwaukee, Milwaukee, Wisconsin

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Abstract

The Advanced Research version of the Weather Research and Forecasting Model (ARW) coupled with an urban canopy model is used to investigate the potential of vegetative (green) roof technology to mitigate against ongoing climate warming and continued urban sprawl for a day representing average summer conditions in late-twenty-first-century Chicago, Illinois. Effects related particularly to human health hazards resulting from excessive heat and high pollution concentrations are emphasized. Continued expansion of the urban environment over the next century is shown to lead to an expansion of the warming signal across the metropolitan region. Widespread adoption of vegetative rooftops, through increased albedo and evapotranspiration, reduces temperatures in the urban environment by as much as 3°C, an effect similar to the simpler but less appealing alternative of employing painted or other reflective rooftop structures (e.g., white roofs). A significant limitation to the green roof approach for the case studied is that the increase in moisture resulting from transpiration leads to only marginal cooling when apparent temperatures are considered. An additional complication arises in that the reduced temperatures alter the lake-breeze circulation, potentially reducing circulation of pollutants into the city core, but also reducing natural cooling in the most urbanized areas during the climatologically warmest hours. Future work that evaluates these impacts over a broader range of synoptic settings, documents changes in the planetary boundary layer structure and attendant pollution, and considers the multiple-day dependence of these effects is needed.

Corresponding author address: Paul J. Roebber, Professor, Atmospheric Sciences Group, Dept. of Mathematical Sciences, University of Wisconsin—Milwaukee, 3200 North Cramer Ave., Milwaukee, WI 53211. Email: roebber@uwm.edu

Abstract

The Advanced Research version of the Weather Research and Forecasting Model (ARW) coupled with an urban canopy model is used to investigate the potential of vegetative (green) roof technology to mitigate against ongoing climate warming and continued urban sprawl for a day representing average summer conditions in late-twenty-first-century Chicago, Illinois. Effects related particularly to human health hazards resulting from excessive heat and high pollution concentrations are emphasized. Continued expansion of the urban environment over the next century is shown to lead to an expansion of the warming signal across the metropolitan region. Widespread adoption of vegetative rooftops, through increased albedo and evapotranspiration, reduces temperatures in the urban environment by as much as 3°C, an effect similar to the simpler but less appealing alternative of employing painted or other reflective rooftop structures (e.g., white roofs). A significant limitation to the green roof approach for the case studied is that the increase in moisture resulting from transpiration leads to only marginal cooling when apparent temperatures are considered. An additional complication arises in that the reduced temperatures alter the lake-breeze circulation, potentially reducing circulation of pollutants into the city core, but also reducing natural cooling in the most urbanized areas during the climatologically warmest hours. Future work that evaluates these impacts over a broader range of synoptic settings, documents changes in the planetary boundary layer structure and attendant pollution, and considers the multiple-day dependence of these effects is needed.

Corresponding author address: Paul J. Roebber, Professor, Atmospheric Sciences Group, Dept. of Mathematical Sciences, University of Wisconsin—Milwaukee, 3200 North Cramer Ave., Milwaukee, WI 53211. Email: roebber@uwm.edu

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  • Acevedo, W., 1999: Analyzing land use change in urban environments. U.S. Geological Survey Fact Sheet 188-99, 4 pp. [Available online at http://landcover.usgs.gov/urban/info/factsht.pdf].

    • Search Google Scholar
    • Export Citation
  • Ackerman, B., 1985: Temporal march of the Chicago heat island. J. Climate Appl. Meteor., 24 , 547554.

  • Atkinson, B. W., 1981: Meso-Scale Atmospheric Circulations. Academic Press, 405 pp.

  • Auch, R., J. Taylor, and W. Acevedo, 2004: Urban growth in American cities: Glimpses of U.S. urbanization. U.S. Geological Survey Circular 1252, 60 pp. [Available online at http://pubs.usgs.gov/circ/2004/circ1252/pdf/circ1252.pdf].

    • Search Google Scholar
    • Export Citation
  • Chen, F., H. Kusaka, M. Tewari, J.-W. Bao, and H. Hirakuchi, 2004: Utilizing the coupled WRF/LSM/urban modeling system with detailed urban classification to simulate the urban heat island phenomena over the greater Houston area. Preprints, Fifth Conf. on Urban Environment, Vancouver, BC, Canada, Amer. Meteor. Soc., 9.11. [Available online at http://ams.confex.com/ams/AFAPURBBIO/techprogram/paper_79765.htm].

    • Search Google Scholar
    • Export Citation
  • Environmental Protection Agency, 2007: EPA urban heat island pilot project city profile: Chicago. U.S. EPA Archived Web Site, 10 pp. [Available online at http://www.epa.gov/heatisland/pilot/archives/Chicago.pdf].

    • Search Google Scholar
    • Export Citation
  • Fischetti, 2008: Green roofs: Living cover. Sci. Amer., 208 , 104105.

  • Getter, K. L., and D. B. Rowe, 2006: The role of extensive green roofs in sustainable development. HortScience, 41 , 12761285.

  • Harris, L., and V. R. Kotamarthi, 2005: The characteristics of the Chicago lake breeze and its effects on trace particle transport: Results from an episodic event simulation. J. Appl. Meteor., 44 , 16371654.

    • Search Google Scholar
    • Export Citation
  • Ichinose, T., K. Shimodozono, and K. Hanaki, 1999: Impact of anthropogenic heat on urban climate in Tokyo. Atmos. Environ., 33 , 38973909.

    • Search Google Scholar
    • Export Citation
  • Ishida, T., and S. Kawashima, 2002: Geostatistical analyses of Landsat Thematic Mapper–derived surface temperature during winter nights. J. Appl. Meteor., 41 , 931940.

    • Search Google Scholar
    • Export Citation
  • Klemp, J. B., W. C. Skamarock, and J. Dudhia, 2007: Conservative split-explicit time integration methods for the compressible nonhydrostatic equations. Mon. Wea. Rev., 135 , 28972913.

    • Search Google Scholar
    • Export Citation
  • Kosatsky, T., 2005: The 2003 European heat waves. Eur. Surveill., 10 , 4849.

  • Kusaka, H., and F. Kimura, 2004: Coupling a single-layer urban canopy model with a simple atmospheric model: Impact of urban heat island simulation for an idealized case. J. Meteor. Soc. Japan, 82 , 6780.

    • Search Google Scholar
    • Export Citation
  • Kusaka, H., H. Kondo, Y. Kikegawa, and F. Kimura, 2001: A simple single-layer urban canopy model for atmospheric models: Comparison with multi-layer and slab models. Bound.-Layer Meteor., 101 , 329358.

    • Search Google Scholar
    • Export Citation
  • Livezey, R. E., and R. Tinker, 1996: Some meteorological, climatological, and microclimatological considerations of the severe U.S. heat wave of mid-July 1995. Bull. Amer. Metoer. Soc., 77 , 20432054.

    • Search Google Scholar
    • Export Citation
  • Lynn, B. H., R. Healy, and L. M. Druyan, 2007: An analysis of the potential for extreme temperature change based on observations and model simulations. J. Climate, 20 , 15391554.

    • Search Google Scholar
    • Export Citation
  • Lynn, B. H., and Coauthors, 2009: A modification to the NOAH LSM to simulate heat mitigation strategies in the New York City metropolitan area. J. Appl. Meteor. Climatol., 48 , 199216.

    • Search Google Scholar
    • Export Citation
  • Lyons, W. A., 1972: The climatology and prediction of the Chicago lake breeze. J. Appl. Meteor., 11 , 12591270.

  • Lyons, W. A., and L. E. Olsson, 1973: Detailed mesometeorological studies of air pollution dispersion in the Chicago lake breeze. Mon. Wea. Rev., 101 , 387403.

    • Search Google Scholar
    • Export Citation
  • Lyons, W. A., and H. S. Cole, 1976: Photochemical oxidant transport: Mesoscale lake breeze and synoptic-scale aspects. J. Appl. Meteor., 15 , 733743.

    • Search Google Scholar
    • Export Citation
  • Masson, V., 2006: Urban surface modeling and the mesoscale impact of cities. Theor. Appl. Climatol., 84 , 3545.

  • McMichael, A. J., D. H. Campbell-Lendrum, C. F. Corvalán, K. L. Ebi, A. Githeko, J. D. Scheraga, and A. Woodward, 2003: Climate Change and Human Health—Risks and Responses. World Health Organization, 322 pp.

    • Search Google Scholar
    • Export Citation
  • Michalakes, J., S. Chen, J. Dudhia, L. Hart, J. Klemp, J. Middlecoff, and W. Skamarock, 2001: Development of a next generation regional Weather Research and Forecast model: Developments in teracomputing. Proceedings of the Ninth ECMWF Workshop on the Use of High Performance Computing in Meteorology, W. Zwieflhofer and N. Kreitz, Eds., World Scientific, 269–276.

    • Search Google Scholar
    • Export Citation
  • Michalakes, J., J. Dudhia, D. Gill, T. Henderson, J. Klemp, W. Skamarock, and W. Wang, 2004: The Weather Research and Forecast model: Software architecture and performance. Proceedings of the 11th ECMWF Workshop on the Use of High Performance Computing In Meteorology, W. Zwieflhofer and G. Mozdzynski, Eds., World Scientific, 156–168.

    • Search Google Scholar
    • Export Citation
  • Oke, T. R., 1987: Boundary Layer Climates. Methuen, 435 pp.

  • Parry, M. L., O. F. Canziani, J. P. Palutikof, P. J. van der Linden, and C. E. Hanson, Eds. 2007: Climate Change 2007: Impacts, Adaptation and Vulnerability. Cambridge University Press, 976 pp.

    • Search Google Scholar
    • Export Citation
  • Rosenzweig, C., W. Solecki, L. Parshall, S. Gaffin, B. Lynn, R. Goldberg, J. Cox, and S. Hodges, 2006a: Mitigating New York City’s heat island with urban forestry, living roofs, and light surfaces. Preprints, Sixth Symp. on the Urban Environment, Atlanta, GA, Amer. Meteor. Soc., J3.2. [Available online at http://www.giss.nasa.gov/research/news/20060130/103341.pdf].

    • Search Google Scholar
    • Export Citation
  • Rosenzweig, C., S. Gaffin, and L. Parshall, Eds. 2006b: Green roofs in New York metropolitan region: Research report. Columbia University Center for Climate Systems Research and NASA Goddard Institute for Space Studies, 59 pp.

    • Search Google Scholar
    • Export Citation
  • 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
  • Sailor, D. J., and L. Lu, 2004: A top-down methodology for developing diurnal and seasonal anthropogenic heating profiles for urban area. Atmos. Environ., 38 , 27372748.

    • Search Google Scholar
    • Export Citation
  • Skamarock, W. C., 2004: Evaluating mesoscale NWP models using kinetic energy spectra. Mon. Wea. Rev., 132 , 30193032.

  • Skamarock, W. C., J. B. Klemp, J. Dudhia, D. O. Gill, D. M. Barker, W. Wang, and J. G. Powers, 2005: A description of the Advanced Research WRF version 2. NCAR Tech. Note NCAR/TN-468+STR, 88 pp.

    • Search Google Scholar
    • Export Citation
  • Smoyer, K. E., and D. B. Rainham, 2001: Beating the heat: Development and evaluation of Canadian hot weather health-response plan. Environ. Health Perspect., 109 , 12411248.

    • Search Google Scholar
    • Export Citation
  • Stathopoulou, M., and C. Cartalis, 2007: Daytime urban heat islands from Landsat ETM+ and Corine land cover data: An application to major cities in Greece. Sol. Energy, 81 , 358368.

    • Search Google Scholar
    • Export Citation
  • Steadman, R. G., 1979: The assessment of sultriness. Part I: A temperature–humidity index based on human physiology and clothing science. J. Appl. Meteor., 18 , 861873.

    • Search Google Scholar
    • Export Citation
  • Tewari, M., F. Chen, and H. Kusaka, 2006: Implementation and evaluation of a single-layer urban canopy model in WRF/Noah. Extended Abstracts, Seventh WRF Users’ Workshop, Boulder, CO, NCAR Mesoscale and Microscale Meteorology Division, 5 pp. [Available online at http://www.mmm.ucar.edu/wrf/users/workshops/WS2006/abstracts/Session05/5_6_Tewari.pdf].

    • Search Google Scholar
    • Export Citation
  • Tewari, M., F. Chen, H. Kusaka, and S. Miao, 2007: Coupled WRF/unified Noah/urban-canopy modeling system. NCAR WRF Doc., 22 pp. [Available online at http://www.rap.ucar.edu/research/land/technology/urban/WRF-LSM-Urban.pdf].

    • Search Google Scholar
    • Export Citation
  • Venkateswarlu, C., and Coauthors, 2004: Digital analysis of thermal infrared imagery using temperature mapping. Proc. Conf. on Information Technology: Coding and Computing (ITCC 2004), Vol. 2, Las Vegas, NV, IEEE Computer Society Task Force on Information Technology for Business Applications, 682–688.

    • Search Google Scholar
    • Export Citation
  • Wang, Y. Q., and Y. Wen, 2002: Spatial diffusion modeling in simulation of suburban sprawl: A case study in the Chicago metropolitan region. NASA Land-Cover and Land-Use Change Science Team Meeting Poster, 1 p. [Available online at ftp://delphi.geog.umd.edu/LCLUC/ScienceTeamMtg/2002/Poster_WangYQ2002.pdf].

    • Search Google Scholar
    • Export Citation
  • Whitman, S., and Coauthors, 1997: Mortality in Chicago attributed to the July 1995 heat wave. Amer. J. Public Health, 82 , 151158.

  • Wicker, L. J., and W. C. Skamarock, 2002: Time-splitting methods for elastic models using forward time schemes. Mon. Wea. Rev., 130 , 20882097.

    • Search Google Scholar
    • Export Citation
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