Estimation of the Relationship Between Urban Vegetation Configuration and Land Surface Temperature with Remote Sensing

Journal of the Indian Society of Remote Sensing

Volumn 43, Issue 1, 2015, Pages 89-100

  Zhibin, Ren ^a,b   Haifeng, Zheng ^a   Xingyuan, He ^a   Dan, Zhang ^a,b   Xingyang, Yu ^a,b  

^a NORTHEAST INSTITUTE OF GEOGRAPHY AND AGRICULTURAL ECOLOGY   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Land surface temperature; SPOT image; TM image; Urban heat islands; Urban vegetation configuration

Indexed keywords

ESTIMATION METHOD; HEAT BALANCE; LAND SURFACE; LANDSAT; OPTIMIZATION; REMOTE SENSING; SATELLITE DATA; SPATIAL RESOLUTION; SURFACE TEMPERATURE; URBAN ATMOSPHERE; URBAN PLANNING; VEGETATION DYNAMICS;

CHANGCHUN; CHINA; JILIN;

EID: 84941731684     PISSN: 0255660X     EISSN: 09743006     Source Type: Journal    
DOI: 10.1007/s12524-014-0373-9     Document Type: Article

References (47)

1. Basu, R., & Samet, J. M. (2002). Relation between elevated ambient temperature and mortality: a review of the epidemiologic evidence. Epidemiologic Reviews, 24(2), 190–202.
2. Bernatzky, A. (1982). The contribution of trees and green spaces to a town climate. Energy and Building, 5, 1–10.
3. Bowler, D. E., Buyung-Ali, L., Knight, T. M., & Pullin, A. S. (2010). Urban greening to cool towns and cities: a systematic review of the empirical evidence. Landscape and Urban Planning, 97, 147–155.
4. Buyantuyev, A., & Wu, J. (2010). Urban heat islands and landscape heterogeneity: linking spatiotemporal variations in surface temperatures to land-cover and socioeconomic patterns. Landscape Ecology, 25(1), 17–33.
5. Cao, X., Onishi, A., Chen, J., & Imura, H. (2010). Quantifying the cool island intensity of urban parks using ASTER and IKONOS data. Landscape and Urban Planning, 96, 224–231.
6. Carlson, T. N., & Ripley, D. A. (1997). On the relation between NDVI, fractional vegetation cover, and leaf area index. Remote Sensing of Environment, 62, 241–252.
7. Carlson, T. N., & Arthur, S. T. (2000). The impact of land use/land cover changes due to urbanization on surface microclimate and hydrology: a satellite perspective. Global and Planetary Change, 25, 49–65.
8. Chander, G., & Markham, B. (2003). Revised Landsat-5 TM radiometric calibration procedures and postcalibration dynamic ranges. IEEE Transactions on Geoscience and Remote Sensing, 41, 2674–2677.
9. Chang, C. R., Li, M. H., & Chang, S. D. (2007). A preliminary study on the local cool island intensity of Taipei city parks. Landscape and Urban Planning, 80, 386–395.
10. Chen, X., Zhao, H., Li, P., & Yin, Z. (2006). Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes. Remote Sensing of Environment, 104(2), 133–146.
11. Ellis, F. P., Nelson, F., & Pincus, L. (1975). Mortality during heat waves in New York City July, 1972 and August and September 1973. Environmental Research, 10, 1–13.
12. Feist, B., Steel, E., Jensen, D., & Sather, D. (2010). Does the scale of our observational window affect our conclusions about correlations between endangered salmon populations and their habitat? Landscape Ecology, 25(5), 727–743.
13. Forman, R. T. (1995). Land mosaics: The ecology of landscape and regions. New York: Cambridge University Press.
14. Gallo, K. P., & Owen, T. W. (1999). Satellite based adjustments for the urban heat island temperature bias. Journal of Applied Meteorology, 38, 806–813.
15. Givoni, B. (1994). Urban design for hot humid region. Renewable Energy, 5, 1047–1053.
16. Gutman, G., & Ignatov, A. (1998). The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models. International Journal of Remote Sensing, 19(8), 1533–1543.
17. Hamada, S., & Ohta, T. (2010). Seasonal variations in the cooling effect of urban green areas on surrounding urban areas. Urban Forestry & Urban Greening, 9(1), 15–24.
18. Hart, M. A., & Sailor, D. J. (2008). Quantifying the influence of land-use and surface characteristics on spatial variability in the urban heat island. Theoretical and Applied Climatology, 95, 397–406.
19. Hess, G. R., Bartel, R. A., Leidner, A. K., & Rosenfeld, K. M. (2006). Effectiveness of biodiversity indicators varies with extent, grain, and region. Biological Conservation, 132(4), 448–457.
20. Honjo, T., & Takakura, T. (1991). Simulation of thermal effects of urban green areas on their surrounding areas. Energy and Building, 16, 443–446.
21. Huang, H., Gong, P., Clinton, N., & Hui, F. (2008). Reduction of atmospheric and topographic effect on Landsat TM data for forest classification. International Journal of Remote Sensing, 29(19), 5623–5642.
22. Imhoff, M. L., Zhang, P., Wolfe, R. E., & Bounoua, L. (2010). Remote sensing of the urban heat island effect across biomes in the continental USA. Remote Sensing of Environment, 114(3), 504–513.
23. Klenk, J., Clemens, B., & Kilian, R. (2010). Heat-related mortality in resident of nursing homes. Age and Ageing, 39, 245–252.
24. Kolokotroni, M., Zhang, Y., & Watkins, R. (2007). The London heat island and building cooling design. Solar Energy, 81, 102–110.
25. Lambin, E., & Ehrlich, D. (1996). The surface temperature–vegetation index space for land cover and land-cover change analysis. International Journal of Remote Sensing, 17(3), 463–487.
26. Li, H., & Wu, J. (2004). Use and misuse of landscape indices. Landscape Ecology, 19(4), 389–399.
27. Li, X., Zhou, W., & Ouyang, Z. (2012). Spatial pattern of greenspace affects land surface temperature: evidence from the heavily urbanized Beijing metropolitan area, China. Landscape Ecology, 27, 887–898.
28. Lo, C. P., & Quattrochi, D. A. (1997). Application of high resolution thermal infrared remote sensing and GIS to assess the urban heat island effect. International Journal of Remote Sensing, 18, 287–304.
29. McGarigal, K., Cushman, S., & Neel, M. (2002). FRAGSTATS:spatial pattern analysis program for categorical maps. Computer software program produced by the authors at the University of Massachusetts, Amherst. http://www.umass.edu/landeco/research/fragstats/fragstats.html.
30. Meier, F., Scherer, D., Richters, J., & Christen, A. (2011). Atmospheric correction of thermal-infrared imagery of the 3-D urban environment acquired in oblique viewing geometry. Atmospheric Measurement Techniques, 4, 909–922.
31. Oke, T. R. (1973). City size and the urban heat island. Atmospheric Environment, 7, 769–779.
32. Qin, Z. H., Karnieli, A., & Berliner, P. (2001). A mono-window algrithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region. International Journal of Remote Sensing, 18, 3719–3746.
33. Sarrat, C., Lemonsu, A., Masson, V., & Guedalia, D. (2006). Impact of urban heat island on regional atmospheric pollution. Atmospheric Environment, 40(10), 1743–1758.
34. Shashua-Bar, L., & Hoffman, M. E. (2000). Vegetation as climatic component in the design of an urban street-an empirical model for predicting the cooling effect of urban green areas with trees. Energy and Building, 31, 221–235.
35. Spronken-Smith, R. A., & Oke, T. R. (1998). The thermal regime of urban parks in two cities with different summer climates. International Journal of Remote Sensing, 19(11), 2085–2104.
36. Stewart, I. D. (2011). A systematic review and scientific critique of methodology in modern urban heat island literature. International Journal of Climatology, 2, 200–217.
37. Taha, H. (1997). Urban climates and heat islands: albedo, evapotranspiration, and anthropogenic heat. Energy and Building, 25, 99–103.
38. Turner, M. G. (1990). Spatial and temporal analysis of landscape patterns. Landscape Ecology, 4(1), 21–30.
39. Turner, M. G., Robert, V., & O’Neill, R. H. (1989). Effects of changing spatial scale on the analysis of landscape pattern. Landscape Ecology, 3, 153–162.
40. Voogt, J. A., & Oke, T. R. (2003). Thermal remote sensing of urban climates. Remote Sensing of Environment, 86(3), 370–384.
41. Weng, Q., & Yang, S. (2006). Urban air pollution patterns, land use, and thermal landscape: an examination of the linkage using GIS. Environmental Monitoring and Assessment, 117(1), 463–489.
42. Weng, Q., Lu, D., & Schubring, J. (2004). Estimation of land surface temperature–vegetation abundance relationship for urban heat island studies. Remote Sensing of Environment, 89, 467–483.
43. Weng, Q., Liu, H., & Lu, D. (2007). Assessing the effects of land use and land cover patterns on thermal conditions using landscape metrics in city of Indianapolis, United States. Urban Ecosystem, 10(2), 203–219.
44. Xu, L., & Yue, W. (2008). A study on thermal environment effect of urban park landscape. Acta Ecologica Sinica, 28(4), 1702–1710.
45. Yokohari, M., Brown, R., Kato, Y., & Moriyama, H. (1997). Effects of paddy fields on summertime air and surface temperatures in urban fringe areas of Tokyo, Japan. Landscape and Urban Planning, 38(1–2), 1–11.
46. Yuan, F., & Bauer, M. E. (2007). 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, 106, 375–386.
47. Zhang, X., Zhong, T., Feng, X., & Wang, K. (2009). Estimation of the relationship between vegetation patches and urban land surface temperature with remote sensing. International Journal of Remote Sensing, 30(8), 2105–2118.