城市不透水面覆盖度与地面温度遥感估算与分析RS Estimating and analysis of urban impervious surface percentage and land surface temperature
邱健壮,桑峰勇,高志宏
摘要(Abstract):
全球气候变暖和城市化的快速发展,导致了城市不透水面急剧增加和热岛效应日趋严重。本文综合利用多源遥感数据进行城市不透水面覆盖度(ISP)和地面温度(LST)的估算,实验结果较好地反映了城市ISP和LST的空间分布和变化状况;同时对二者之间的相关关系进行了简要分析,发现ISP与地面温度之间具有正相关关系,为通过绿化建设改善城市热环境的方法提供了理论依据。
关键词(KeyWords): 多源遥感数据;下垫面;分类回归树;城市热岛
基金项目(Foundation):
作者(Author): 邱健壮,桑峰勇,高志宏
DOI: 10.16251/j.cnki.1009-2307.2011.04.021
参考文献(References):
- [1]Masek J G,Lindsay F E,Goward S N.Dynamics of ur-ban growth in the Washington D C metropolitanarea,1973-1996,from Landsat observation[J].Internation-al Journal of Remote Sensing,2000,21(18).
- [2]肖荣波,等.城市热岛的生态环境效应[J].生态学报,2005,25(8).
- [3]Arnold,C.L.and Gibbons,C.J.,Impervious surfacecoverage:the emergence of a key urban environmentalindicator[J].Journal of the American Planning Asso-ciation,1996,62(2).
- [4]Brabec E,Schulte S,Richards PL.Impervious surfacesand water quality:a review of current literature and itsimplications for watershed planning[J].Journal ofPlanning Literature,2002,16(4).
- [5]Yang L,Huang C,Homer C G,Wylie B K,Coan MJ.An approach for mapping large-area impervious sur-faces-synergistic use of Landsat-7 ETM+and high spa-tial resolution imagery[J].Canadian Journal of Re-mote Sensing,2003,29(2).
- [6]Lu D,Weng Q.Use of impervious surface in urban land-use classification[J].Remote Sensing of Environment,2006,102(2).
- [7]高志宏,梁勇,林祥国.基于3S技术的现代城市规划应用研究[J].测绘科学,2007,32(6).
- [8]Breiman L,Friedman J,Olshen R A,Stone C J.Clas-sification and regression trees[M].CRC Press,1984.
- [9]Lawrence R,Bunn A,Powell S.Classification of Re-motely Sensed Imagery Using Stochastic Gradient Boos-ting as a Refinement of Classification Tree Analysis[J].Remote Sensing of Environment,2004,90(3).
- [10]Wu C,Murray A T.Estimating impervious surface dis-tribution by spectral mixture analysis[J].RemoteSensing of Environment,2003,84(4).
- [11]岳文泽,徐建华,徐丽华.基于遥感影像的城市土地利用生态环境效应研究[J].生态学报,2006,26(5).
- [12]Qihao W,Dengsheng L.Urban surface biophysical de-scriptors and landsurface temperature variations[J].Photogrammetric Engineering&Remote Sensing.2006,72:1275-1286.
- [13]NASA.2009.Chapter 11-Data product.Landsat 7 sci-ence data users handbook[EB/OL].http://land-sathandbook.gsfc.nasa.gov/handbook/handbook_ht-mls/chapter11/chapter11.html section11.3(23 Jun,2009).
- [14]VAN DE GRIEND A A,OWE M.On the relationshiPbetween thermal emissivity and the normalized differ-ence vegetation index for natural surface[J].Interna-tional Journal of Remote Sensing,1993,14(6).