Remote sensing estimating of urban impervious surface area and land surface temperature
YANG Keming1, ZHOU Yujie1, QI Jianwei2, WANG Linwei1, LIU Shiwen1
1. College of Geoscience and Surveying Engineering, China University of Mining and Technology(Beijing), Beijing 100083, China; 2. China Aero Geophysical Survey and Remote Sensing Center for Land and Resources, Beijing 100083, China
Abstract：This paper aimed at exploring the relationship between the impervious surfaces area (ISA) and the land surface temperature (LST), and estimating ISA and LST in Haidian District, Beijing by using TM remote sensing data based on the vegetation-impervious surface-soil (V-I-S) model and the mixed pixel decomposition method of fully constrained least squares (FCLS). Furthermore, qualitative analysis and quantitative evaluation were made based on the estimated results. It can be found that there exists an obvious consistency between the spatial distribution and the variation trend of urban ISA and LST, with the correlation coefficient being 0.752 5. The ISA information could be a better indicator to reflect the spatial distribution of heat flux in urban environment.
杨可明, 周玉洁, 齐建伟, 王林伟, 刘士文. 城市不透水面及地表温度的遥感估算[J]. 国土资源遥感, 2014, 26(2): 134-139.
YANG Keming, ZHOU Yujie, QI Jianwei, WANG Linwei, LIU Shiwen. Remote sensing estimating of urban impervious surface area and land surface temperature. REMOTE SENSING FOR LAND & RESOURCES, 2014, 26(2): 134-139.
[1] 曹璐.城市地表温度热岛遥感定量反演及其时空格局[D].上海:华东师范大学,2011. Cao L.Land surface temperature and spatiotemporal patterns of surface urban heat island retrieving from remotely-sensed imageries[D].Shanghai:East China Normal University,2011. [2] 戴晓燕,张利权,过仲阳,等.上海城市热岛效应形成机制及空间格局[J].生态学报,2009,29(7):3995-4004. Dai X Y,Zhang L Q,Guo Z Y,et al.Mechanism of formation of urban heat island effect and its spatial pattern in Shanghai[J].Acta Ecologica Sinica,2009,29(7):3995-4004. [3] Song Y.Influence of new town development on the urban heat island:The case of the Bundang area[J].Journal of Environmental Sciences,2005,17(4):641-645. [4] Chen X L,Zhao H M,Li P X,et al.Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes[J].Remote Sensing of Environment,2006,104(2):133-146. [5] Ridd M K.Exploring a V-I-S(vegetation-impervious surface-soil)model for urban ecosystem analysis through remote sensing comparative anatomy for cities[J].International Journal of Remote Sensing,1995,16(12):2165-2185. [6] Lu D,Li G,Moran E,et al.Mapping impervious surfaces with the integrated use of Landsat thematic mapper and Radar data:A case study in an urban-rural landscape in the Brazilian Amazon[J].ISPRS Journal of Photogrammetry and Remote Sensing,2011,66(6):798-808. [7] Wu C S,Murray A T.Estimating impervious surface distribution by spectral mixture analysis[J].Remote Sensing of Environment,2003,84(4):493-505. [8] 李波,黄敬峰,吴次芳.基于热红外遥感数据和光谱混合分解模型的城市不透水面估算[J].自然资源学报,2012,27(9):1590-1600. Li B,Huang J F,Wu C F.Estimating urban impervious surface based on thermal infrared remote sensing data and a spectral mixture analysis model[J].Journal of Natural Resources,2012,27(9):1590-1600. [9] 李彩丽.秦淮河流域不透水面提取及其水文效应研究[D].南京:南京大学,2011. Li C L.The extract impervious surface and its effect on hydrological on the Qinhuai River Basin[D].Nanjing:Nanjing University,2011. [10] NASA.Landsat7 science data users handbook[Z].America:[s.n.], 2006. [11] Jiménez-Muoz J C,Sobrino J A.A generalized single-channel method for retrieving land surface temperature from remote sensing data[J].Journal of Geophysical Research,2003,108(D22):1984-2012. [12] Qin Z,Karnieli A,Berliner P.A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region[J].International Journal of Remote Sensing,2001,22(18):3719-3746. [13] 罗红霞,邵景安,张雪清.基于辐射传导方程的三峡库区腹地地表温度的遥感反演[J].资源科学,2012,34(2):256-264. Luo H X,Shao J A,Zhang X Q.Retrieving land surface temperature based on the radioactive transfer equation in the middle reaches of the Three Gorges reservoir area[J].Resources Science,2012,34(2):256-264. [14] 邱健壮,桑峰勇,高志宏.城市不透水面覆盖度与地面温度遥感估算与分析[J].测绘科学.2011,36(4):211-213. Qiu J Z,Sang F Y,Gao Z H.RS Estimating and analysis of urban impervious surface percentage and land surface temperature[J].Science of Surveying and Mapping,2011,36(4):211-213 [15] Small C.The Landsat ETM+ spectral mixing space[J].Remote Sensing of Environment,2004,93(1/2):1-17. [16] 李素.TM/ETM+影像混合像元分解及其应用研究——在城市土地覆盖变化监测,城市分区和人口数据空间化[D].北京:中国科学院地理科学与资源研究所,2006. Li S.Mixed pixel decomposition of TM/ETM+ image and application research:Application on urban land cover change detection,urban classification and spatial distribution of urban statistical population[D].Beijing:Institute of Geographical Science and Natural Resources Research,2006. [17] Chen L F,Zhang J L,Xu X R.The correlation of multi-channel thermal infrared remote sensing information and its effect on retrieval of land surface temperature[J].Chinese Science Bulletin,1999,44(17):1627-1632. [18] 丁凤,徐涵秋.单窗算法和单通道算法对参数估计误差的敏感性分析[J].测绘科学,2007,32(1):87-90,95. Ding F,Xu H Q.Sensitivity analysis of mono-window and single- channel algorithms to the possible error in parameter estimation [J].Science of Surveying and Mapping,2007,32(1):87-90,95. [19] 覃志豪,李文娟,徐斌,等.陆地卫星TM6波段范围内地表比辐射率的估计[J].国土资源遥感,2004,16(3):28-32,36,41. Qin Z H,Li W J,Xu B,et al.The estimation of land surface emissivity for Landsat TM6[J].Remote Sensing for Land and Resources,2004,16(3):28-32,36,41. [20] Heinz D C,Chang C I.Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery[J].IEEE Transactions on Geoscience and Remote Sensing,2001,39(3):529-545 [21] Wan Z M,Dozier J.A generalized split-window algorithm for retrieving land-surface temperature from space[J].IEEE Transactions on Geoscience and Remote Sensing,1996,34(4):892-905.
2014, Vol. 26 
