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Challenges in Characterizing and Mitigating Urban Heat Islands — A Role for Integrated Approaches Including Remote Sensing

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Applied Remote Sensing for Urban Planning, Governance and Sustainability

Abstract

Over the last several decades, scientists have investigated urban influences on atmospheric conditions (Oke 1987). Much of this work has been conducted using historical climate records of urban and rural sites; doing spatial sampling in and around a given urban area with mobile transects and at instrumented tower sites; and using satellite and airborne remote-sensing technology. In the 21st century, more and more people are moving to cities. Soon, cities will contain the majority of the Earth’s population. It is thus critical to maintain urban environments in sustainable ways that ensure acceptable levels of health, welfare, and safety of citizens. Scientists from many disciplines have converged upon several urban themes at the inter-disciplinary juncture of climate, meteorology, information technology, space technology, architecture, planning, and engineering of the built environment, in order to understand the interactions between a city and its overlying atmosphere. One major facet of this convergence could broadly be labeled “urban climatology.” This area of research has advanced knowledge at the nexus of climate and urbanization over the last several decades, but there are many challenges yet to be met, with the ultimate goal of applying scientific understanding to maintain sustainable urban environments and quality of life (e.g., Arnfield 2003, review of the field of urban climate).

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References

  • Abrams M (2000) The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER): Data products for the high spatial resolution imager on NASA’s Terra platform. International Journal of Remote Sensing 21:847–859

    Article  Google Scholar 

  • Arendt R (1996) Conservation design for subdivisions: A practical guide to creating open space networks. Island Press, Washington, DC

    Google Scholar 

  • Arnfield AJ (1982) An approach to the estimation of the surface radiative properties and radiation budget of cities. Physical Geography 3:97–122

    Google Scholar 

  • Arnfield AJ (2003) Two decades of urban climate research: a review of turbulence exchanges of energy and water, and the urban heat island. International Journal of Climatology 23:1–26

    Article  Google Scholar 

  • Barry RG (1970) A framework for climatological research with particular reference to scale concepts. Transactions and Papers of the Institute of British Geographers 49:61–70

    Article  Google Scholar 

  • Beryland ME, Kondratyev KY (1972) Cities and the global climate. Atmospheric Environment Service, Downsview, Ontario, Canada

    Google Scholar 

  • Bonan GB (2002) Ecological climatology concepts and applications. Cambridge University Press, Cambridge, UK

    Google Scholar 

  • Brazel AJ (1987) Urban climatology. In: Oliver J, Fairbridge RW (eds) Encyclopedia of Earth sciences, vol XI: The encyclopedia of climatology. Van Nostrand Reinhold Co., New York, NY, pp 889–901

    Google Scholar 

  • Brazel AJ, Selover N, Vose R, Heisler G (2000) The tale of two climates: Baltimore and Phoenix LTER sites. Climate Research 15:123–135

    Article  Google Scholar 

  • Calthorpe P, Van der Ryn S (1986) Sustainable design: A new synthesis for cities, suburbs, and towns. Sierra Club Books, San Francisco, CA

    Google Scholar 

  • Chandler TJ (1976) Urban climatology and its relevance to urban design: Technical note 149. World Meteorological Organization, Geneva, Switzerland

    Google Scholar 

  • Changnon SA, Jr (1983) Purposeful and accidental weather modification: Our current understanding. Physical Geography 4:126–139

    Google Scholar 

  • Clodius WB (2000) The MTI data reference guide for Level 1 imagery. Publication LA-UR-00-5948. Los Alamos National Laboratory, Los Alamos, NM

    Google Scholar 

  • De Dear RJ, Kalma JD, Oke TR, Auliciems A (2000) Biometeorology and urban climatology at the turn of the millennium: Selected papers from the conference ICB-ICUC99, WCASP-50, WMO/TD-No. 1026

    Google Scholar 

  • Dell’Acqua F, Gamba P, Lisini G (2003) Improvements to urban area characterization using multitemporal and multiangle SAR images. IEEE Transactions on Geoscience and Remote Sensing 41:1996–2004

    Article  Google Scholar 

  • Dial G, Bowen H, Gerlach F, Grodecki J, Oleszczuk R (2003) IKONOS satellite, imagery, and products. Remote Sensing of Environment 88:23–36

    Article  Google Scholar 

  • Donnay J-P, Barnsley MJ, Longley PA (2001) Remote sensing and urban analysis. In: Longley PA, Donnay J-P, Barnsley MJ (eds) Remote sensing and urban analysis. Taylor and Francis, London, UK, pp 3–18

    Google Scholar 

  • Douglas I (1981) The city as an ecosystem. Progress in Physical Geography 5:315–367

    Article  Google Scholar 

  • Gebelein J, Eppler D (2006) How Earth remote sensing from the International Space Station complements current satellite-based sensors. International Journal of Remote Sensing 27(13): 2,613–2,629

    Article  Google Scholar 

  • Gong P, Howarth PJ (1990) The use of structural information for improving land — cover classification accuracies at the rural — urban fringe. Photogrammetric Engineering and Remote Sensing 56:67–73

    Google Scholar 

  • Greenhill DR, Ripke LT, Hitchman AP, Jones GA, Wilkinson GG (2003) Characterization of suburban areas for land use planning using landscape ecological indicators derived from Ikonos-2 multispectral imagery. IEEE Transactions on Geoscience and Remote Sensing 41:2015–2021

    Article  Google Scholar 

  • Grimmond CSB (1992) The suburban energy balance: methodological considerations and results for a mid-latitude west coast city under winter and spring conditions. International Journal of Climatology 12:481–497

    Article  Google Scholar 

  • Grimmond CSB, Oke TR (1999) Evapotranspiration rates in urban areas. In: Impacts of urban growth on surface water and groundwater quality. IAHS Publication 259:235–243

    Google Scholar 

  • Grossman-Clarke S, Zehnder JA, Stefanov WL, Liu Y, Zoldak MA (2005) Urban modifications in a mesoscale meteorological model and the effects on near surface variables in an arid metropolitan region. Journal of Applied Meteorology 44:1281–1297

    Article  Google Scholar 

  • Haack B (1983) An analysis of Thematic Mapper Simulator data for urban environments. Remote Sensing of Environment 13:265–275

    Article  Google Scholar 

  • Haack B, Bryant N, Adams S (1987) An assessment of Landsat MSS and TM data for urban and near-urban land-cover digital classification. Remote Sensing of Environment 21:201–213

    Article  Google Scholar 

  • Hansen J, Ruedy R, Glascoe J, Sato M (1999) GISS analysis of surface temperature change. Journal of Geophysical Research 104:30,997–31,022

    Google Scholar 

  • Hansen, J, Ruedy R, Sato M, Imhoff M, Lawrence W, Easterling D, Peterson T, Karl T (2001) A closer look at United States and global surface temperature change. Journal of Geophysical Research 106:23,947–23,963

    Google Scholar 

  • Harlan SL, Brazel AJ, Prashad L, Stefanov WL, Larsen L (2006) Neighborhood microclimates and vulnerability to heat stress. Social Science & Medicine 63:2,847–2,863

    Article  Google Scholar 

  • Hawkins TW, Brazel AJ, Stefanov WL, Bigler W, Safell EM (2004) The role of rural variability in urban heat island determination for Phoenix, Arizona. Journal of Applied Meteorology 43:476–486

    Article  Google Scholar 

  • Herold M, Gardner ME, Roberts DA (2003) Spectral resolution requirements for mapping urban areas. IEEE Transactions on Geoscience and Remote Sensing 41:1907–1919

    Article  Google Scholar 

  • Hook SJ, Myers JJ, Thome KJ, Fitzgerald M, Kahle AB (2001) The MODIS/ASTER airborne simulator (MASTER) — a new instrument for earth science studies. Remote Sensing of Environment 76:93–102

    Article  Google Scholar 

  • Huete AR (1988) A soil-adjusted vegetation index (SAVI). Remote Sensing of Environment 25:295–309

    Article  Google Scholar 

  • Humes K, Hardy R, Kustas WP, Prueger J, Starks P (2004) High spatial resolution mapping of surface energy balance components with remotely sensed data. In: Quattrochi DA, Luvall JC (eds) Thermal remote sensing in land surface processes. CRC Press, Boca Raton, FL, pp 110–132

    Google Scholar 

  • Jenerette GD, Harlan SL, Brazel A, Jones N, Larsen L, Stefanov WL (2007) Regional relationships between surface temperature, vegetation, and human settlement in a rapidly urbanizing ecosystem. Landscape Ecology 22:353–365

    Article  Google Scholar 

  • Jensen JR (2000) Remote sensing of the environment: An Earth resource perspective. Prentice Hall, Upper Saddle River, NJ

    Google Scholar 

  • Johnson GT, Watson ID (1984) The determination of view-factors in urban canyons. Journal of Climate Applications in Meteorology 23:329–335

    Article  Google Scholar 

  • Kato S, Yamaguchi Y (2005) Analysis of urban heat-island effect using ASTER and ETM+ Data: Separation of anthropogenic heat discharge and natural heat radiation from sensible heat flux. Remote Sensing of Environment 99(1–2):44–54

    Article  Google Scholar 

  • Kerr YH, Lagouarde JP, Nerry F, Ottle C (2004) Land surface temperature retrieval techniques and applications: Case of the AVHRR. In: Quattrochi DA, Luvall JC (eds) Thermal remote sensing in land surface processes. CRC Press, Boca Raton, FL, pp 33–109

    Google Scholar 

  • Landsberg HE (1981) The Urban climate. Academic Press. New York, NY

    Google Scholar 

  • Lee DO (1984) Urban climates. Progress in Physical Geography 8:1–31

    Article  Google Scholar 

  • Longley PA (2002) Geographic information systems: will developments in urban remote sensing and GIS lead to ‘better’ urban geography? Progress in Human Geography 26:213–239

    Article  Google Scholar 

  • Lougeay R, Stoll M, Brazel A[J] (1994) Surface emissivity calibration of Landsat thermal data: creating an urban surface temperature map. Geographical Bulletin 32:74–82

    Google Scholar 

  • Lougeay R, Brazel A[J], Hubble M (1996) Monitoring intraurban temperature patterns and associated land cover in Phoenix, Arizona using Landsat thermal data. Geocarto International:79–90

    Google Scholar 

  • Martin LRG, Howarth PJ, Holder G (1988) Multispectral classification of land use at the rural-urban fringe using SPOT data. Canadian Journal of Remote Sensing 14:72–79

    Google Scholar 

  • Meinel G, Netzband M, Amann V, Stätter R, Kritikos G (1996) Analysing an ATM-Scanner flight over the city of Dresden to identify urban sealing. International Archives of Photogrammetry and Remote Sensing 31:486–492

    Google Scholar 

  • Mesev V (2003) Remotely sensed cities: An introduction. In: Mesev V (ed) Remotely sensed cities. Taylor & Francis, London, UK, pp 1–19

    Google Scholar 

  • Nichol JE (1994) A GIS-based approach to microclimate monitoring in Singapore’s high-rise housing estates. Photogrammetric Engineering & Remote Sensing 60:1225–1232

    Google Scholar 

  • Nichol J[E] (2003) GIS and remote sensing in urban heat islands in the Third World. In: Mesev V (ed) Remotely sensed cities. Taylor & Francis, London, UK, pp 243–264

    Google Scholar 

  • Oke TR (1974) Review of urban climatology 1968–1973: Technical note 134. World Meteorological Organization, Geneva, Switzerland

    Google Scholar 

  • Oke TR (1979) Review of urban climatology 1973–1976: Technical note 169. World Meteorological Organization, Geneva, Switzerland

    Google Scholar 

  • Oke TR (1980) Climatic impacts of urbanization. In: Bach W, Pankrath J, Williams J (eds) Interactions of energy and climate. Reidel, Boston, MA, pp 339–356

    Google Scholar 

  • Oke TR (1981) Canyon geometry and the nocturnal urban heat island: comparison of scale model and field observations. Journal of Climatology 1:237–254

    Article  Google Scholar 

  • Oke TR (1987) Boundary layer climates. Methuen, London, UK

    Google Scholar 

  • Oke TR (1997) Urban climates and global environmental change. In: Thompson RD, Perry AH (eds) Applied climatology: Principles and practice. Rutledge Publishers, New York, NY, pp 273–288

    Google Scholar 

  • Oke TR (1998) Observing weather and climate. Proceedings of the technical conference on meteorological and environmental instruments and methods of observation: Instruments and observing methods report 70, WMO/TD-No. 877:1–8

    Google Scholar 

  • Oke TR (2000) Observing urban weather and climate using’ standard’ stations. In De Dear RJ, Kalma, JD, Oke TR, and Auliciems A (eds) Biometeorology and urban climatology at the turn of the millennium: Selected papers from the conference ICB-ICUC99, WCASP-50, WMO/TD-No. 1026, pp. 443–448

    Google Scholar 

  • Pijawka KD, Shetter K (1995) The environment comes home: Arizona Public Service environmental showcase home. Herberger Center for Design Excellence, Arizona State University, Tempe, AZ

    Google Scholar 

  • Quattrochi DA, Luvall JC, Rickman DL, Estes Jr MG, Laymon CA, Howell BF (2000) A decision support information system for urban landscape management using thermal infrared data. Photogrammetric Engineering and Remote Sensing 66:1195–1207

    Google Scholar 

  • Quattrochi DA, Ridd MK (1994) Measurement and analysis of thermal energy responses from discrete urban surfaces using remote sensing data. International Journal of Remote Sensing 15:1991–2022

    Article  Google Scholar 

  • Roessner S, Segl K, Heiden U, Kaufmann H (2001) Automated differentiation of urban surfaces based on airborne hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing 39:1525–1532

    Article  Google Scholar 

  • Robinson JA, Amsbury DL, Liddle DA, Evans CA (2002) Astronaut-acquired orbital photographs as digital data for remote sensing: Spatial resolution. International Journal of Remote Sensing 23:4403–4438

    Article  Google Scholar 

  • Robinson JA, McRay B, Lulla KP (2000) Twenty-eight years of urban growth in North America quantified by analysis of photographs from Apollo, Skylab and Shuttle-Mir. In: Lulla KP, Dessinov LV (eds) Dynamic Earth environments: Remote sensing observations from Shuttle-Mir missions. John Wiley & Sons, New York, NY, pp 25–42

    Google Scholar 

  • Sawaya KE, Olmanson LG, Heinert NJ, Brezonik PL, Bauer ME (2003) Extending satellite remote sensing to local scales: land and water resource monitoring using high-resolution imagery. Remote Sensing of Environment 88:144–156

    Article  Google Scholar 

  • Small C (2003) High spatial resolution spectral mixture analysis of urban reflectance. Remote Sensing of Environment 88:170–186

    Article  Google Scholar 

  • Stefanov WL, Netzband M (2005) Assessment of ASTER land cover and MODIS NDVI data at multiple scales for ecological characterization of an arid urban center. Remote Sensing of Environment 99(1–2):31–43

    Article  Google Scholar 

  • Stefanov WL, Netzband M (2007) Characterization and monitoring of urban/peri-urban ecological function and landscape structure using satellite data. In: Rashed T and Jürgens C (eds.) Remote sensing of urban and suburban areas. Springer, New York, NY (in press)

    Google Scholar 

  • Stefanov WL, Ramsey MS, Christensen PR (2001) Monitoring urban land cover change: An expert system approach to land cover classification of semiarid to arid urban centers. Remote Sensing of Environment 77:173–185

    Article  Google Scholar 

  • Stefanov WL, Ramsey MS, Christensen PR (2003a) Identification of fugitive dust generation, deposition, and transport areas using remote sensing. Environmental and Engineering Geoscience 9:151–165

    Article  Google Scholar 

  • Stefanov WL, Robinson JA, Spraggins SA (2003b) Vegetation measurements from digital astronaut photography. The International Archives of the Photogrammetry, Remote Sensing, and Spatial Information Sciences 34(7/W9):185–189

    Google Scholar 

  • Stefanov WL, Prashad L, Eisinger C, Brazel A[J], Harlan S (2004) Investigations of human modification of landscape and climate in the Phoenix Arizona metropolitan area using MASTER data. The International Archives of the Photogrammetry, Remote Sensing, and Spatial Information Sciences 35:1339–1347

    Google Scholar 

  • Steiner F (2000) The living landscape: An ecological approach to landscape planning. McGraw-Hill, New York, NY

    Google Scholar 

  • Stone B Jr, Rogers MO (2001) Urban form and thermal efficiency — how the design of cities influences the urban heat island effect. Journal of American Planning Association 64:186–198

    Article  Google Scholar 

  • Thayer RL Jr (1994) Gray world, green heart: Technology, nature, and the sustainable landscape. John Wiley and Sons, New York, NY

    Google Scholar 

  • Thompson JW, Sorvig K (2000) Sustainable landscape construction: A guide to green building outdoors. Island Press, Washington, DC

    Google Scholar 

  • Unwin DJ (1980) The synoptic climatology of Birmingham’s urban heat island 1965–1974. Weather 35:43–50

    Google Scholar 

  • Vidal A, Duthil P, Ottlé C, Caselles V, Yagüe A, Murtagh J (2004) MUST — A medium scale surface temperature mission dedicated to environment and agriculture. In: Quattrochi DA, Luvall JC (eds) Thermal remote sensing in land surface processes. CRC Press, Boca Raton, FL, pp 405–428

    Google Scholar 

  • Vogelmann JE, Sohl T, Howard SM (1998) Regional characterization of land cover using multiple sources of data. Photogrammetric Engineering and Remote Sensing 64:45–57

    Google Scholar 

  • Voogt JA, Grimmond CSB (2000) Modeling surface sensible heat flux using surface radiative temperatures in a simple urban area. Journal of Applied Meteorology 39:1769–1699

    Article  Google Scholar 

  • Voogt JA, Oke TR (1998) Effects of urban surface geometry on remotely-sensed surface temperature. International Journal of Remote Sensing 19:895–920

    Article  Google Scholar 

  • Voogt JA, Oke TR (2003) Thermal remote sensing of urban climates. Remote Sensing of Environment 86:370–384

    Article  Google Scholar 

  • Weber C (1994) Per-zone classification of urban land cover for urban population estimation. In: Foody GM, Curran PJ (eds) Environmental remote sensing from regional to global scales. John Wiley & Sons, Chichester, UK, pp 142–148

    Google Scholar 

  • Weber C, Puissant A (2003) Urbanization pressure and modeling of urban growth: example of the Tunis metropolitan area. Remote Sensing of Environment 86:341–352

    Article  Google Scholar 

  • Wharton S (1987) A spectral-knowledge-based approach for urban land-cover discrimination. IEEE Transactions on Geoscience and Remote Sensing 25:272–282

    Article  Google Scholar 

  • Zhu G, Blumberg DG (2002) Classification using ASTER data and SVM algorithms: The case study of Beer Sheva, Israel. Remote Sensing of Environment 80:233–240

    Article  Google Scholar 

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Stefanov, W.L., Brazel, A.J. (2007). Challenges in Characterizing and Mitigating Urban Heat Islands — A Role for Integrated Approaches Including Remote Sensing. In: Netzband, M., Stefanov, W.L., Redman, C. (eds) Applied Remote Sensing for Urban Planning, Governance and Sustainability. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68009-3_6

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