The relationship between land surface temperature and NDVI with remote sensing: Application to Shanghai Landsat 7 ETM+ data

International Journal of Remote Sensing

Volumn 28, Issue 15, 2007, Pages 3205-3226

  Yue, W ^a   Xu, J ^b   Tan, W ^b   Xu, L ^a  

^a ZHEJIANG UNIVERSITY   (China)

^b EAST CHINA NORMAL UNIVERSITY   (China)

Author keywords

LST; NDVI; SHDI; Urban land use

Indexed keywords

AERIAL PHOTOGRAPHY; ENVIRONMENTAL IMPACT; REMOTE SENSING; SATELLITE IMAGERY; URBAN PLANNING;

ENHANCED THEMATIC MAPPER PLUS; LAND SURFACE TEMPERATURE; NORMALIZED DIFFERENCE VEGETATION INDEX;

LAND USE;

AERIAL PHOTOGRAPHY; IMAGE ANALYSIS; LAND SURFACE; LAND USE; NDVI; REMOTE SENSING; SATELLITE IMAGERY; SPATIAL RESOLUTION; SURFACE TEMPERATURE; THEMATIC MAPPING; URBAN PLANNING;

ASIA; CHINA; EURASIA; FAR EAST; SHANGHAI;

EID: 34547670410     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160500306906     Document Type: Article

References (36)

1. Artis, D. A. and Carnahan, W. H. (1982) Survey of emissivity variability in thermography of urban areas. Remote Sensing of Environment, 12, pp. 313-329.
2. Berry, B. L. (1990) Urbanization. The earth as transformed by human action, pp. 103-119. Cambridge University Press, Cambridge
3. Cai, J. and Victor, F. S. (2003) Measuring world city formation - The case of Shanghai. The Annals of Regional Science, 37, pp. 435-446.
4. Carlson, T. N. (1986) Regional-scale estimates of surface moisture availability and thermal inertia using remote thermal measurements. Remote Sensing Reviews, 1, pp. 197-247.
5. Carlson, T. N., Gillies, R. R. and Perry, E. M. (1994) A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover. Remote Sensing Reviews, 9, pp. 161-173.
6. Gallo, K. P., Mcnab, A. L., Karl, T. R., Brown, J. F., Hood, J. J. and Tarpley, J. D. (1993) The use of a vegetation index for assessment of the urban heat island effect. International Journal of Remote Sensing, 14, pp. 2223-2230.
7. Gibbons, D. E. and Wukelic, G. E. (1989) Application of Landsat Thematic Mapper data for coastal thermal plum analysis at Diablo Canyon. Photogrammetric Engineering and Remote Sensing, 55, pp. 903-909.
8. Gillies, R. R., Carlson, T. N., Cui, J., Kustas, W. P. and Humes, K. S. (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. International Journal of Remote Sensing, 18, pp. 3145-3166.
9. Goward, S. N. (1981) Thermal behavior of urban landscapes and the urban heat island. Physical Geography, 2, pp. 19-33.
10. Hochberg, Y. and Tamhane, A. (1987) Multiple comparison procedures, Wiley, New York
11. Huang, J., Akari, H., Taha, H. and Rosenfeld, A. (1987) The potential of vegetation in reducing summer cooling loads in residential buildings. Journal of Climate and Applied Meteorology, 26, pp. 1103-1106.
12. Kim, H. H. (1992) Urban heat island. International Journal of Remote Sensing, 13, pp. 2319-2336.
13. Landsberg, H. E. (1981) The urban climate, Academic Press, New York
14. Lo, C. P., Quattrochi, D. A. and Luvall, J. C. (1997) Application of high-resolution thermal infrared remote sensing and GIS to assess the urban heat island effect. International Journal of Remote Sensing, 18, pp. 287-303.
15. McGarigal, K. and Marks, B. J. (1995) FRAGSTATS: Spatial pattern analysis program for quantifying landscape structure, USDA-Forest Service, Pacific Northwest Research Station, Portland
16. Mcpherson, E. G., Nowak, D., Heisler, G., Grimmond, S., South, C., Grant, R. and Rowntree, R. (1997) Quantifying urban forest structure, function, and value: The Chicago Urban Forest Climate Project. Urban Ecosystems, 1, pp. 49-61.
17. Nichol, J. E. (1994) A GIS-based approach to microclimate monitoring in Singapore's high-rise housing estates. Photogrammetric Engineering and Remote Sensing, 60, pp. 1225-1232.
18. Nichol, J. E. (1996) High-resolution surface temperature patterns related to urban morphology in a tropical city; a satellite-based study. Journal of Applied Meteorology, 28, pp. 276-284.
19. Owen, T. W., Carlson, T. N. and Gillies, R. R. (1998) An assessment of satellite remotely-sensed land cover parameters in quantitatively describing the climatic effect of urbanization. International Journal of Remote Sensing, 19, pp. 1663-1681.
20. Small, C. (2001) Estimation of urban vegetation abundance by spectral mixture analysis. International Journal of Remote Sensing, 22, pp. 1035-1036.
21. Small, C. (2004) The Landsat ETM+ spectral mixing space. Remote Sensing of Environment, 93, pp. 1-17.
22. Snyder, W. C., Wan, Z., Zhang, Y. and Feng, Y. Z. (1998) Classification based emissivity for land surface temperature measurement from space. International Journal of Remote Sensing, 19, pp. 2753-2774.
23. Sobrino, J. A. and Raissouni, N. (2000) Toward remote sensing methods of land cover dynamic monitoring: Application to Morocco. International Journal of Remote Sensing, 21, pp. 353-366.
24. Stone, B. and Rodgers, M. O. (2001) Urban form and thermal efficiency: How the design of cities influences the urban heat island effect. Journal of the American Planning Association, 67, pp. 186-198.
25. Turner, M. G. and Gardner, R. H. (1991) Quantitative methods in Landscape Ecology: The analysis and interpretation of landscape heterogeneity, Springer-Verlag, New York
26. United Nations (1997) Prospects for urbanization
27. Vitousek, P. M., Mooney, H. A., Lubchenco, J. and Melillo, J. M. (1997) Human domination of earth's ecosystems. Science, 277, pp. 494-499.
28. Wagrowski, D. M. and Hites, R. A. (1997) Polycyclic aromatic hydrocarbon accumulation in urban, suburban and rural vegetation. Environmental Science and Technology, 31, pp. 279-282.
29. Weng, Q. (2003) Fractal analysis of satellite-detected urban heat island effect. Photogrammetric Engineering and Remote Sensing, 69, pp. 555-565.
30. Weng, Q. and Schubring, J. (2004) Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies. Remote Sensing of Environment, 89, pp. 467-483.
31. Wilson, A. K. (1988) The effective resolution element of Landsat Thematic Mapper. International Journal of Remote Sensing, 9, pp. 1303-1314.
32. Wilson, J. S., Clay, M., Martin, E., Stuckey, D. and Risch, K. V. (2003) Evaluating environmental influence of zoning in urban ecosystems with remote sensing. Remote Sensing of Environment, 86, pp. 303-321.
33. Woodcock, C. E. and Strahler, A. H. (1987) The factor of scale in remote sensing. Remote Sensing of Environment, 21, pp. 311-322.
34. Yang, S., Zhang, M. and Zeng, R. (1984) The urban heat island effect of Guangzhou. Journal of South China Normal University, 2, pp. 35-45.
35. Zhang, L., Wu, J., Zhen, Y. and Shu, J. (2004) A GIS-based gradient analysis of urban landscape pattern of Shanghai metropolitan area, China. Landscape and Urban Planning, 69, pp. 1-16.
36. Zhou, S. and Su, J. (1994) Urban Climatology, China Meteorological Press, Beijing