Dynamics of Land Surface Temperature in Response to Land-Use/Cover Change
作者： XIAOLU ZHOU , YI-CHEN WANG
DOI: 10.1111/J.1745-5871.2010.00686.X
关键词:
摘要: 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 south-west China. Spatial patterns LST use for 1992 2006 were derived from Landsat images examine how responded urban growth. Remote indices used quantify land-use types as explanatory variables modelling. The geographically weighted regression (GWR), location dependent model, was performed explore influences spatially varied conditions patterns. Results revealed that rapid altered local thermal environment, particularly increasing zone surrounding core. demonstrated water vegetation played an important role mitigating heat island effect, while built-up barren accounted increase LST. GWR improved goodness-of-fit modelling provided insights into relationship between conditions.
sci-hub.se 参考文章(32)
Chris Brunsdon, Martin Charlton, A S Fotheringham, Geographically Weighted Regression: The Analysis of Spatially Varying Relationships ,(2002)
Bo-cai Gao, NDWI—A normalized difference water index for remote sensing of vegetation liquid water from space Remote Sensing of Environment. ,vol. 58, pp. 257- 266 ,(1996) , 10.1016/S0034-4257(96)00067-3
Qihao Weng, Dengsheng Lu, A sub-pixel analysis of urbanization effect on land surface temperature and its interplay with impervious surface and vegetation coverage in Indianapolis, United States International Journal of Applied Earth Observation and Geoinformation. ,vol. 10, pp. 68- 83 ,(2008) , 10.1016/J.JAG.2007.05.002
Fei Yuan, Marvin E Bauer, None, 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. ,vol. 106, pp. 375- 386 ,(2007) , 10.1016/J.RSE.2006.09.003
TRAN THI VAN, HA DUONG XUAN BAO, Study of the Impact of Urban Development on Surface Temperature Using Remote Sensing in Ho Chi Minh City, Southern Vietnam Geographical Research. ,vol. 48, pp. 86- 96 ,(2010) , 10.1111/J.1745-5871.2009.00607.X
T. R. Oke, The energetic basis of the urban heat island Quarterly Journal of the Royal Meteorological Society. ,vol. 108, pp. 1- 24 ,(1982) , 10.1002/QJ.49710845502
Qihao Weng, Thermal infrared remote sensing for urban climate and environmental studies: Methods, applications, and trends Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 64, pp. 335- 344 ,(2009) , 10.1016/J.ISPRSJPRS.2009.03.007
Nasser Bagheri, Alec Holt, George L. Benwell, Using Geographically Weighted Regression to Validate Approaches for Modelling Accessibility to Primary Health Care Applied Spatial Analysis and Policy. ,vol. 2, pp. 177- 194 ,(2009) , 10.1007/S12061-009-9021-0
Honglin Xiao, Qihao Weng, The impact of land use and land cover changes on land surface temperature in a karst area of China. Journal of Environmental Management. ,vol. 85, pp. 245- 257 ,(2007) , 10.1016/J.JENVMAN.2006.07.016
Juan-juan Li, Xiang-rong Wang, Xin-jun Wang, Wei-chun Ma, Hao Zhang, Remote sensing evaluation of urban heat island and its spatial pattern of the Shanghai metropolitan area, China Ecological Complexity. ,vol. 6, pp. 413- 420 ,(2009) , 10.1016/J.ECOCOM.2009.02.002