Exploring the influence of impervious surface density and shape on urban heat islands in the northeast United States using MODIS and Landsat

References

• Arnfield, A.J. Canyon geometry, the urban fabric and nocturnal cooling: a simulation approach. Physical Geography. 1990. Vol. 11, pp. 220-239.
   Web of Science ®Google Scholar
• Bounoua, L., Safia, A., Masek, J., Peters-Lidard, C. and Imhoff, M. Impact of urban growth on surface climate: A case study in Oran, Algeria. Journal Applied Meteorology Climatology. 2009. Vol. 48, No. 2, pp. 217-231. doi: doi: 10.1175/2008JAMC2044.1
   Web of Science ®Google Scholar
• Comarazamy, D.E., González, J.E., Luvall, J.C., Rickman, D.L. and Mulero, P.J. A land–atmospheric interaction study in the coastal tropical City of San Juan, Puerto Rico. Earth Interact. 2010. Vol. 14, pp. 1-24. doi: doi: 10.1175/2010EI309.1
   Google Scholar
• Farr, T.G. and Kobrick, M. Shuttle radar topography mission produces a wealth of data. Eos, Transactions American Geophysical Union. 2000. Vol. 81, pp. 583-585. doi: doi: 10.1029/EO081i048p00583
   Google Scholar
• Friedl, M., McIver, D.K., Hodges, J.C.F., Zhang, X.Y., Muchoney, D., Strahler, A.H., Woodcock, C.E., Gopal, S., Schneider, A., Cooper, A., Baccini, A., Gao, F. and Schaaf, C. Global land cover mapping from MODIS: algorithms and early results Special issue. Remote Sensing of Environment. 2002. Vol. 83, pp. 287-302. doi: 10.1016/S0034-4257(02)00078-0
   Web of Science ®Google Scholar
• Gallo, K.P. and Owen, T.W. Satellite based adjustments for the urban heat island temperature bias. Journal of Applied Meteorology. 1999. Vol. 38, pp. 806-813. doi: 10.1175/1520-0450(1999)038B0806:SBAFTU_2.0.CO;2
   Google Scholar
• He, S.H., DeZonia, B.E. and Mladenoff, D.J. An aggregation index to quantify spatial patterns of landscapes. Landscape Ecology. 2000. Vol. 15, pp. 591-601. doi: 10.1023/A:1008102521322
   Web of Science ®Google Scholar
• Homer, C., Huang, C., Yang, L., Wylie, B. and Coan, M. Development of a 2001 national landcover database for the United States. Photogrammetric Engineering and Remote Sensing. 2004. Vol. 7, No. 70, pp. 829-840.
   Google Scholar
• Huang, C., Yang, L., Wylie B., and Homer, C. 2001. A strategy for estimating tree canopy density using landsat & ETM+ and high resolution images over large areas. In The proceedings of the Third International Conference on Geospatial Information in Agriculture and Forestry held in Denver, Colorado, 5–7 November 2001, 1 disk.
   Google Scholar
• Imhoff, M.L., Zhang, P., Wolfe, R.E. and Bounoua, L. Remote sensing of urban heat island effect across biomes in the continental USA. Remote Sensing of Environment. 2010. Vol. 114, pp. 504-513. doi: 10.1016/j.rse.2009.10.008
   Web of Science ®Google Scholar
• Jauregui, E., Godinez, L. and Cruz, F. Aspects of heat island development in Guadalajara, Mexico. Atmospheric Environment. 1992. Vol. 26B, No. 3, pp. 391-396.
   Google Scholar
• Karl, T.R., Diza, H.F. and Kukla, G. Urbanization: its detection and effect in the United States climate record. Journal of Climate. 1988. Vol. 1, pp. 1099-1123. doi: 10.1175/1520-0442(1988)001<1099:UIDAEI>2.0.CO;2
   Web of Science ®Google Scholar
• Landsberg, E.H. 1981. The urban climate. In International Geophysics Series, Vol. 28. New York: Academic Press, p. 5.
   Google Scholar
• Lu, D. and Weng, Q. Use of impervious surface in urban land-use classification. Remote Sensing of Environment. 2006. Vol. 102, pp. 146-1600. doi: 10.1016/j.rse.2006.02.010
   Web of Science ®Google Scholar
• MODIS Land Surface Temperature Products Users’ Guide Collection-5, http://www.icess.ucsb.edu/modis/LstUsrGuide/MODIS_LST_products_Users_guide_C5.pdf
   Google Scholar
• Morris, C.J.G., Simmonds, I. and Plummer, N. Quantification of the influences of wind and cloud on the nocturnal urban heat island of a large city. Journal of Applied Meteorology. 2001. Vol. 40, pp. 169-182. doi: 10.1175/1520-0450(2001)040<0169:QOTIOW>2.0.CO;2
   Google Scholar
• Oke, T.R. City size and the urban heat island. Atmospheric Environment Pergamon Press. 1973. Vol. 7, pp. 769-779.
   Web of Science ®Google Scholar
• Oke, T.R. The distinction between canopy and boundary layer urban heat islands. Atmosphere. 1976. Vol. 14, pp. 268-277.
   Google Scholar
• Oke, T.R. The energetic basis of the urban heat island. Quarterly Journal of the Royal Meteorological Society. 1982. Vol. 108, pp. 1-24.
   Web of Science ®Google Scholar
• Oke, T.R., Johnson, G.T., Steyn, D.G. and Watson, I.D. Simulation of surface urban heat islands under ‘ideal’ conditions at night. Part 2: diagnosis of causation. Boundary-Layer Meteorology. 1991. Vol. 56, pp. 339-358. doi: 10.1007/BF00119211
   Web of Science ®Google Scholar
• Olson, D.M., Dinerstein, E., Wikramanayake, E.D., Burgess, N.D., Powell, G.V.N., Underwood, E.C., D'Amico, J.A., Itoua, I., Strand, H.E., Morrison, J.C., Loucks, C.J., Allnutt, T.F., Thomas, F., Ricketts, T.H., Kura, Y., Lamoreux, J.F., Wettengel, W.W., Hedao, P. and Kassem, K.R. Terrestrial ecoregions of the world: A new map of life on earth. BioScience. 2001. Vol. 51, No. 11, pp. 933-938. doi: 10.1641/0006-3568(2001)051[0933:TEOTWA]2.0.CO;2
   Web of Science ®Google Scholar
• O'Neill, R.V., Krummel, J.R., Gardner, R.H., Sugihara, G., Jackson, B., DeAngelis, D.L., Milne, B.T., Turner, M.G., Zygmunt, B., Christensen, S.W., Dale, V.H., and Graham, R.L Indices of landscape pattern. Landscape Ecology. 1998. Vol. 1, pp. 153-162. doi: 10.1007/BF00162741
   Google Scholar
• Owen, T.W., Carlson, T.N. and Gillies, R.R. An assessment of satellite remotely-sensed land cover parameters in quantitatively describing the climatic effect of urbanization. International Journal of Remote Sensing. 1998. Vol. 19, No. No. 9, pp. 1663-1681. doi: 10.1080/014311698215171
   Google Scholar
• Riitters, K.H., O'Neill, R.H., Wickham, J.D. and Jones, K.B. A note on contagion indices for landscape analysis. Landscape Ecology. 1996. Vol. 11, pp. 197-202. doi: 10.1007/BF02071810
   Web of Science ®Google Scholar
• Rosenzweig, C., Solecki, W.D., Parshall, L., Lynn, B., Cox, J., Goldberg, R., Hodges, S., Gaffin, S., Slosberg, R.B., Savio, P., Dunstan, F., and Watson, M Mitigating New York City's heat island: Integrating stakeholder perspectives and scientific evaluation. Bulletin of the American Meteorological Society. 2009. pp. 1297-1312.10.1175/2009BAMS2308.1
   Google Scholar
• Roth, M., Oke, T.R. and Emery, W.J. Satellite-derived urban heat islands from three coastal cities and the utilization of such data in urban climatology. International Journal of Remote Sensing. 1989. Vol. 10, pp. 1699-1720. doi: 10.1080/01431168908904002
   Web of Science ®Google Scholar
• Schumaker, N.H. Using landscape indices to predict habitat connectivity. Ecology. 1996. Vol. 77, pp. 1210-1225. doi: 10.2307/2265590
   Web of Science ®Google Scholar
• Shepherd, J.M. Evidence of urban-induced precipitation variability in arid climate regimes. Journal of Arid Environments. 2006. Vol. 67, pp. 607-628. doi: 10.1016/j.jaridenv.2006.03.022
   Web of Science ®Google Scholar
• Sisk, T.D., Haddad, N. and Ehrlich, P.R. Bird assemblages in patchy woodlands: modeling the effects of edge and matrix habitats. Ecological Applications. 1997. Vol. 7, pp. 1170-1180. doi: 10.1890/1051-0761(1997)007[1170:BAIPWM]2.0.CO;2
   Web of Science ®Google Scholar
• Taha, H. Urban climates and heat islands: Albedo, evapotranspiration and anthropogenic heat. Energy Build. 1997. Vol. 25, pp. 99-103. doi: 10.1016/S0378-7788(96)00999-1
   Web of Science ®Google Scholar
• Unger, J., umeghy, Z. and Zoboki, J. Temperature cross-section features in an urban area. Atmospheric Research. 2001. Vol. 58, pp. 117-127. doi: 10.1016/S0169-8095(01)00087-4
   Google Scholar
• Wan, Z. and Dozier, J. A generalized split-window algorithm for retrieving land-surface temperature from space. IEEE Transactions on Geoscience & Remote Sensing. 1996. Vol. 34, No. 4, pp. 892-905. doi: 10.1109/36.508406
   Web of Science ®Google Scholar
• Wan, Z., Zhang, Y., Zhang, Q. and Li, Z.-L. Quality assessment and validation of the MODIS land surface temperature. 2004. International Journal of Remote Sensing. Vol. 25, pp. 261-274. doi: 10.1080/0143116031000116417
   Google Scholar
• Wan, Z. New refinements and validation of the MODIS land-surface temperature/emissivity products. Remote Sensing of Environment. 2008. Vol. 112, pp. 59-74. doi: 10.1016/j.rse.2006.06.026
   Web of Science ®Google Scholar
• Wang, W., Liang, S. and Meyers, T. Validating MODIS land surface temperature products using long-term nighttime ground measurements. Remote Sensing of Environment. 2008. Vol. 112, No. 3, pp. 623-635. doi: 10.1016/j.rse.2007.05.024
   Web of Science ®Google Scholar
• Weng, Q., Lu, D. and Schubring, J. Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies. Remote Sensing of Environment. 2004. Vol. 89, pp. 467-483. doi: 10.1016/j.rse.2003.11.005
   Web of Science ®Google Scholar
• Xian, G. and Crane, M. Assessments of urban growth in the Tampa Bay watershed using remote sensing data. Remote Sensing of Environment. 2005. Vol. 97, pp. 203-215. doi: 10.1016/j.rse.2005.04.017
   Web of Science ®Google Scholar
• Yang, L., Huang, C., Homer, C., Wylie, B. and Coan, M. An approach for mapping large-area impervious surfaces: Synergistic use of Landsat 7 ETM+ and high spatial resolution imagery. Canadian Journal of Remote Sensing. 2002. Vol. 29, No. 2, pp. 230-240. doi: 10.5589/m02-098
   Web of Science ®Google Scholar
• Yuan, F. and Bauer, M.E. Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery. Remote Sensing of Environment. 2006. Vol. 106, No. 3, pp. 375-386. doi: 10.1016/j.rse.2006.09.003
   Web of Science ®Google Scholar
• Zhang, P., Imhoff, M., Wolfe, R. and Bounoua, L. Characterizing urban heat islands of global settlements using MODIS and nighttime lights products. Canadian Journal of Remote Sensing. 2010. Vol. 36, No. No. 3, pp. 185-196. doi: 10.5589/m10-039
   Google Scholar