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|Title:||Dynamics of Land Surface Temperature in Response to Land-Use/Cover Change||Authors:||Zhou, X.
|Keywords:||Geographical information systems
Geographically weighted regression
Urban heat island
|Issue Date:||Feb-2011||Citation:||Zhou, X., Wang, Y.-C. (2011-02). Dynamics of Land Surface Temperature in Response to Land-Use/Cover Change. Geographical Research 49 (1) : 23-36. ScholarBank@NUS Repository. https://doi.org/10.1111/j.1745-5871.2010.00686.x||Abstract:||In this study, we employed Geographical Information Systems and remote sensing techniques to investigate the impact of land-use/cover change on land surface temperature (LST) in a rapidly urbanisation city, Kunming in south-west China. Spatial patterns of LST and land use for 1992 and 2006 were derived from Landsat images to examine how LST responded to urban growth. Remote sensing indices were used to quantify land-use types and employed as explanatory variables in LST modelling. The geographically weighted regression (GWR), a location dependent model, was performed to explore the influences of the spatially varied land-use conditions on the LST patterns. Results revealed that rapid urbanisation in Kunming altered the local thermal environment, particularly in increasing the LST in the zone surrounding the urban core. Remote sensing indices demonstrated that water and vegetation played an important role in mitigating the urban heat island effect, while built-up and barren land accounted for the increase in LST. The GWR improved the goodness-of-fit for LST modelling and provided insights into the spatially varied relationship between LST and land-use conditions. © 2010 The Authors. Geographical Research © 2010 Institute of Australian Geographers.||Source Title:||Geographical Research||URI:||http://scholarbank.nus.edu.sg/handle/10635/49759||ISSN:||17455863||DOI:||10.1111/j.1745-5871.2010.00686.x|
|Appears in Collections:||Staff Publications|
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