Technology Application |
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A Study of Remote Sensing Monitoring of Urban Thermal Environment Based on ASTER Data |
CHEN Jian1,2, YANG Xu-yuan2 |
1. Key Laboratory of Meteorological Disaster of Ministry of Education, Nanjing University of Information Science and Technology, Nanjing 210044, China;
2. School of Remote Sensing, Nanjing University of Information Science and Technology, Nanjing 210044, China |
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Abstract According to the Characteristics of the ASTER data,the authors calculated the atmospheric transmittance using the MODIS data from the same satellite,and then obtained the surface emissivity by means of the classification result on visible and near-infrared bands as well as the spectral library supplied by JPL (Jet Propulsion Lab). After that,the Land Surface Temperature (LST)was estimated by the split window algorithm. On this basis of LST retrieved from ASTER data,the authors analyzed quantitatively the urban thermal environment in Cangzhou area using the LST,the classification results and the Normalized Difference Vegetation Index(NDVI). These results can provide a certain scientific basis for the further exploration of the developmental rule of the urban heat island,the simulation regulation and the control and optimizing configuration of the urban thermal environment.
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Keywords
MODIS
LAI
Dynamic simulation
Contrast
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Issue Date: 07 September 2011
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[1] Voogt J A,Oke T R.Thermal Remote Sensing of Urban Climates [J].Remote Sensing of Environment,2003,86(3):370-384.
[2] 卢远,华璀,杨小雄,等.基于ASTER数据的城市热环境效应定量分析 [J].武汉大学学报:信息科学版,2008,33(3):297-301.
[3] 毛克彪,唐华俊,陈仲新,等.一个从ASTER数据中反演地表温度的劈窗算法 [J].遥感信息,2006(5):7-11.
[4] Qin Z H,Dall’Olmo G,Karnieli A,et al.Derivation of Split Window Algorithm and Its Sensitivity Analysis for Retrieving Land Surface Temperature from NOAA-Advanced Very High Resolution Radiometer Data [J].Journal of Geophysical Research,2001,106(D19):22655-22670.
[5] 毛克彪,唐华俊,陈仲新,等.一个用神经网络优化的针对ASTER数据反演地表温度和发射率的多波段算法 [J].国土资源遥感,2007(3):18-22.
[6] 甘甫平,陈伟涛,张绪教,等.热红外遥感反演陆地表面温度研究进展 [J].国土资源遥感,2006(1):6-11.
[7] Mao K B,Shi J C,Tang H J,et al.A Neural Network Technique for Separating Land Surface Emissivity and Temperature from ASTER Imagery [J].IEEE Transactions on Geoscience and Remote Sensing,2008,46(1):200-208.
[8] Li Z L,Becker F.Feasibility of Land Surface Temperature and Emissivity Determination from AVHRR Data [J].Remote Sensing of Environment,1993,43(1):67-85.
[9] Price J C.Estimating Land Surface Temperature from Satellite Thermal Infrared Data—A Simple Formation for the Atmospheric Effect [J].Remote Sensing of Environment,1983,13(4):353-356.
[10] Franca G B,Cracknell A P.Retrieval of Land and Sea Surface Temperature Using NOAA-IIAVHRR-Data in Northeastern Brazil [J].International Journal of Remote Sensing,1994,15(8):1695-1712.
[11] Coll C,Caselles V,Sobrino J A,et al.On the Atmospheric Dependence of the Split-Window Equation for Land Surface Temperature [J].International Journal of Remote Sensing,1994,15(1):105-155.
[12] Sobrino J A,Raissouni N,Li Z L.A Comparative Study of Land Surface Emissivity Retrieval from NOAA Data [J].Remote Sensing of Environment,2001,75(2):256-266.
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