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《Remote Sensing Technology and Application》 2012-01
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Review on the Super Resolution Enhancement and Unmixing Method for Passive Microwave Remote Sensing Data

Gu Lingjia1,2,Zhao Kai1,Sun Jian1,2,Zheng Xingming1(1.Northeast Institute of Geography and Agroecology,Chinese Academy of Sciences, Changchun 130012,China;2.College of Electronic Science & Engineering, Jilin University,Changchun 130012,China)  
Satellite-based passive microwave remote sensing data has wide applications in global environmental change research because of the characteristics of all-day observation,penetrability and uninfluenced by clouds.The main drawback of passive microwave remote sensing is the extreme low spatial resolution,which limits the precision of surface parameters retrieval.Due to the restriction of size and weight from satellite payload,satellite passive microwave radiometer can not assemble a large antenna,which causes low spatial resolution.The spatial resolution improvement methods of passive microwave remote sensing data are introduced in the paper.The super spatial resolution method and passive microwave unmixing method based on image processing technology are mainly discussed.The research prospects of the unmixing methods are proposed after the introduction and evaluation of present methods.The effective improvement of spatial resolution of passive microwave data can be used to service for more research and application fields well.The research results provide important information for passive microwave unmixing method with higher precision and more application field.
【Fund】: 中国科学院知识创新工程重要方向项目(KZCX2-YW-340);; 国家自然科学基金项目(40971189、41101419);; 中国博士后科学基金项目(20100471276)
【CateGory Index】: TP722.6
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