An effective method for LST decomposition based on the linear spectral mixing model

文献类型: 外文期刊

第一作者: Song Cai-Ying

作者: Song Cai-Ying;Wang Fei;Qin Zhi-Hao

作者机构:

关键词: landsat TM;linear spectral mixing model (LSMM);temperature vegetation index (TVX);lanol surface temperature(LST) decomposition;Beijing

期刊名称:JOURNAL OF INFRARED AND MILLIMETER WAVES ( 影响因子:0.557; 五年影响因子:0.445 )

ISSN: 1001-9014

年卷期: 2015 年 34 卷 4 期

页码:

收录情况: SCI

摘要: This paper proposed a new pixel decomposition model of Temperature Unmixing with Spectral (TUS). Landsat TM data acquired in Beijing were used for the study. Firstly, land surface fraction was obtained based on the Linear Spectral Mixing Model. Secondly and LST of typical endmember was selected through Temperature Vegetation Index. Finally, pixel decomposition of LST can be achieved integrated emissivity with different surface components. Our results indicated that TUS can effectively improve the spatial resolution of land surface temperature, reflecting the spatial differences of surface components, with MAE and RMSE 1.25K and 2.27K respectively. Therefore we conclude that TUS model is applicable for decomposition of LST images for high spatial resolution in the complex surface coverage area.

分类号:

  • 相关文献

[1]Integrating Landsat TM Imagery and See5 Decision-Tree Software for Identifying Croplands: A Case Study in Shunyi District, Beijing. Zhao, Jinling,Zhang, Dongyan,Wang, Dacheng,Huang, Wenjiang. 2011

[2]Estimating Filed-Scale Soil Nutrient Levels in Shun Yi District, Beijing. Zhao, J. L.,Huang, W. J.,Zhang, D. Y.,Huang, L. S.,Luo, J. H.. 2012

[3]Quantitative estimation of land cover structure in an and region across the Israel-Egypt border using remote sensing data. Qin, Z,Li, W,Burgheimer, J,Karnieli, A. 2006

[4]Estimation of regional crop yield by assimilating multi-temporal TM images into crop growth model. Yang, Peng,Zhou, Qingbo,Chen, Zhongxin,Zha, Yan,Wu, Wenbin,Shibasaki, Ryosuke. 2006

[5]Strategy for renewable energy development in rural areas of Beijing. Zhou, Zhongren,Zhou, Liandi. 2013

[6]Distribution characteristics and law of negative air ions in typical garden flora areas of Beijing. Li, Shaoning,Lu, Shaowei,Pan, Qinghua,Zhang, Yuping,Chen, Bo,Yang, Xinbing. 2013

[7]Beijing Agricultural Scientific Technical Information Counseling Service Status and Countermeasure on the New Situations. Luo, C. S.,Wei, Q. F.,Li, Z. M.,Cao, C. Z.,Zheng, Y. M.,Guo, Q.,Luo, C. S.,Wei, Q. F.,Li, Z. M.,Cao, C. Z.,Zheng, Y. M.,Guo, Q.. 2016

[8]Study on the Production and Consumption of Strawberry in Beijing. Wang, L. N.,Zhang, Y. T.,Zhong, C. F.,Wang, G. X.,Dong, J.,Chang, L. L.. 2014

[9]Social-Ecological Patterns of Soil Heavy Metals Based on a Self-Organizing Map ( SOM): A Case Study in Beijing, China. Wang, Binwu,Sun, Danfeng,Wang, Binwu,Sun, Danfeng,Li, Hong. 2014

[10]The Development of Agricultural Informatization in Beijing. Tan, C. P.,Sun, S. F.,Zhang, J. F.,Zheng, H. G.. 2015

[11]Seasonal size distribution of airborne culturable bacteria and fungi and preliminary estimation of their deposition in human lungs during non-haze and haze days. Gao, Min,Jia, Ruizhi,Qiu, Tianlei,Han, Meilin,Wang, Xuming,Jia, Ruizhi,Song, Yuan,Gao, Min,Wang, Xuming,Gao, Min. 2015

[12]Current Situation of Eco-environment Construction, Effectiveness, and Study of Development Path in Economically Weak Beijing Rural Area. Zhou, Zhong-Ren,Zhou, Zhu-Jun. 2015

[13]Looking Forward to Beijing Agricultural Informationization in the 13th five years plan. Wei, Qing-feng,Luo, Chang-shou,Wei, Qing-feng,Luo, Chang-shou,Tang, Yan. 2016

[14]Molecular epidemiological and phylogenetic analyses of canine parvovirus in domestic dogs and cats in Beijing, 2010-2013. Wu, Jing,Gao, Xin-Tao,Hou, Shao-Hua,Guo, Xiao-Yu,Yuan, Wei-Feng,Xin, Ting,Zhu, Hong-Pei,Jia, Hong,Yang, Xue-Shong.

[15]Isolation and biological characteristics of Beijing fatty chicken skeletal muscle satellite cells. Bai, Chunyu,Zhang, Minghai,Bai, Chunyu,Li, Fanghua,He, Xiaohong,Guan, Weijun,Hou, Lingling.

[16]Variation of correlations between factors and culturable airborne bacteria and fungi. Gao, Min,Qiu, Tianlei,Han, Meilin,Wang, Xuming,Yan, Xu,Gao, Min.

[17]Development of Biogas Industry in Beijing. Zhang, Huizhi,Li, Hong,Huang, Baorong. 2015

[18]Exploring spatial change and gravity center movement for ecosystem services value using a spatially explicit ecosystem services value index and gravity model. He, Yingbin,Chen, Youqi,Tang, Huajun,Yao, Yanmin,Yang, Peng,Chen, Zhongxin. 2011

[19]Influence of dietary vitamin E supplementation on meat quality traits and gene expression related to lipid metabolism in the Beijing-you chicken. Li, W. J.,Zhao, G. P.,Chen, J. L.,Zheng, M. Q.,Wen, J..

[20]Beryllium-7 in near-surface atmospheric aerosols in mid-latitude (40A degrees N) city Beijing, China. Tan, Keyan,Yang, Yongliang,Zhu, Xiaohua,Chen, Shu,Jiao, Xingchun,Gai, Nan,Huang, Yi,Li, Yong,Yu, Hanqing. 2013

作者其他论文 更多>>