A sub-pixel analysis of urbanization effect on land surface temperature and its interplay with impervious surface and vegetation coverage in Indianapolis, United States

Adams, 1995, Classification of multispectral images based on fractions of endmembers: application to land cover change in the Brazilian Amazon, Remote Sens. Environ., 52, 137, 10.1016/0034-4257(94)00098-8 Arnold, 1996, Impervious surface coverage: the emergence of a key environmental indicator, J. Am. Plann. Assoc., 62, 243, 10.1080/01944369608975688 Artis, 1982, Survey of emissivity variability in thermography of urban areas, Remote Sens. Environ., 12, 313, 10.1016/0034-4257(82)90043-8 Arvidson, T., 2002. Personal Correspondence. Landsat 7 Senior Systems Engineer. Landsat Project Science Office. Goddard Space Flight Center, Washington, DC. Carson, 1994, A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover, Remote Sens. Rev., 9, 161, 10.1080/02757259409532220 Clapham, 2003, Continuum-based classification of remotely sensed imagery to describe urban sprawl on a watershed scale, Remote Sens. Environ., 86, 322, 10.1016/S0034-4257(03)00076-2 Cracknell, 1998, Synergy in remote sensing—what's in a pixel?, Int. J. Remote Sens., 19, 2025, 10.1080/014311698214848 DeWitt, 2001, Taking the heat, Imaging Notes, 16, 20 Fisher, 1997, The pixel: a snare and a delusion, Int. J. Remote Sens., 18, 679, 10.1080/014311697219015 Gallo, 1998, Assessment of urban heat island: a multi-sensor perspective for the Dallas-Ft. Worth, USA region, Geocarto Int., 13, 35, 10.1080/10106049809354662 Gibbons, 1989, Application of Landsat Thematic Mapper data for coastal thermal plum analysis at Diablo Canyon, Photogramm. Eng. Remote Sens., 55, 903 Gillies, 1995, Thermal remote sensing of surface soil water content with partial vegetation cover for incorporation into climate models, J. Appl. Meteorol., 34, 745, 10.1175/1520-0450(1995)034<0745:TRSOSS>2.0.CO;2 Gillies, 1997, A verification of the ‘triangle’ method for obtaining surface soil water content and energy fluxes from remote measurements of the Normalized Difference Vegetation index (NDVI) and surface radiant temperature, Int. J. Remote Sens., 18, 3145, 10.1080/014311697217026 Goward, 2002, Evaluating land surface moisture conditions from the remotely sensed temperature/vegetation index measurements: an exploration with the simplified simple biosphere model, Remote Sens. Environ., 79, 225, 10.1016/S0034-4257(01)00275-9 Green, 1988, A transformation for ordering multispectral data in terms of image quality with implications for noise removal, IEEE Trans. Geosci. Remote Sens., 26, 65, 10.1109/36.3001 Landsat Project Science Office, 2002, Landsat 7 Science Data User's Handbook. Available online at: http://ltpwww.gsfc.nasa.gov/IAS/handbook/handbook_toc.html, Goddard Space Flight Center, NASA, Washington, DC (last date accessed: 10 February 2004). Lillesand, 2004 Lo, 1997, Application of high-resolution thermal infrared remote sensing and GIS to assess the urban heat island effect, Int. J. Remote Sens., 18, 287, 10.1080/014311697219079 Lu, 2002, Linear spectral mixture analysis of TM data for land-use and land-cover classification in Rondonia, Brazilian Amazon, 557 Madhavan, 2001, Appraising the anatomy and spatial growth of the Bangkok Metropolitan area using a vegetation–impervious–soil model through remote sensing, Int. J. Remote Sens., 22, 789, 10.1080/01431160051060200 Markham, 1985, Spectral characteristics of the LANDSAT Thematic Mapper sensors, Int. J. Remote Sens., 6, 697, 10.1080/01431168508948492 Oke, 1982, The energetic basis of the urban heat island, Quart. J. R. Meteorol. Soc., 108, 1 Okin, 2001, Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments, Remote Sens. Environ., 77, 212, 10.1016/S0034-4257(01)00207-3 Owen, 1998, An assessment of satellite remotely-sensed land cover parameters in quantitatively describing the climatic effect of urbanization, Int. J. Remote Sens., 19, 1663, 10.1080/014311698215171 Painter, 1998, The effects of grain size on spectral mixture analysis of snow-covered area from AVIRIS data., Remote Sens. Environ., 65, 320, 10.1016/S0034-4257(98)00041-8 Phinn, 2002, Monitoring the composition of urban environments based on the vegetation–impervious surface–soil (VIS) model by subpixel analysis techniques, Int. J. Remote Sens., 23, 4131, 10.1080/01431160110114998 Ridd, 1995, Exploring a V–I–S (Vegetation–Impervious Surface–Soil) model for urban ecosystem analysis through remote sensing: comparative anatomy for cities, Int. J. Remote Sens., 16, 2165, 10.1080/01431169508954549 Roberts, 1998, Change identification using multitemporal spectral mixture analysis: applications in eastern Amazônia, 137 Roberts, 1998, Mapping chaparral in the Santa Monica mountains using multiple endmember spectral mixture models, Remote Sens. Environ., 65, 267, 10.1016/S0034-4257(98)00037-6 Small, 2001, Estimation of urban vegetation abundance by spectral mixture analysis, Int. J. Remote Sens., 22, 1305, 10.1080/01431160151144369 Snyder, 1998, Classification-based emissivity for land surface temperature measurement from space, Int. J. Remote Sens., 19, 2753, 10.1080/014311698214497 Voogt, 2003, Thermal remote sensing of urban climate, Remote Sens. Environ., 86, 370, 10.1016/S0034-4257(03)00079-8 Ward, 2000, Monitoring growth in rapidly urbanizing areas using remotely sensed data, Prof. Geogr., 53, 371, 10.1111/0033-0124.00232 Weng, 2001, A remote sensing-GIS evaluation of urban expansion and its impact on surface temperature in the Zhujiang Delta, China, Int. J. Remote Sens., 22, 1999 Weng, 2003, Fractal analysis of satellite-detected urban heat island effect, Photogramm. Eng. Remote Sens., 69, 555, 10.14358/PERS.69.5.555 Weng, 2004, Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies, Remote Sens. Environ., 89, 467, 10.1016/j.rse.2003.11.005 Wilson, 2003, Evaluating environmental influences of zoning in urban ecosystems with remote sensing, Remote Sens. Environ., 86, 303, 10.1016/S0034-4257(03)00084-1 Wu, 2003, Estimating impervious surface distribution by spectral mixture analysis, Remote Sens. Environ., 84, 493, 10.1016/S0034-4257(02)00136-0 Wukelic, 1989, Radiometric calibration of Landsat Thematic Mapper thermal band, Remote Sens. Environ., 28, 339, 10.1016/0034-4257(89)90125-9 Yang, 2003, An approach for mapping large-scale impervious surfaces: synergistic use of Landsat-7 ETM+ and high spatial resolution imagery, Can. J. Remote Sens., 29, 230, 10.5589/m02-098