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模拟AMSR-E数据的地表多参数反演
引用本文:李芹,钟若飞.模拟AMSR-E数据的地表多参数反演[J].国土资源遥感,2011,22(1):42-47.
作者姓名:李芹  钟若飞
作者单位:首都师范大学三维信息获取与应用重点实验室,北京,100048
基金项目: 国家自然科学基金项目(编号: 40701127)。
摘    要:为了提供更适用的地表参数反演方案,对Njoku等模拟AMSRE-E数据的多参数反演工作重新进行正向模拟和算法改进,算法用MATLAB开发实现.反演结果表明,改进后的反演方法不仅在精度上略高于原方法,而且还能反演裸露地表可实际测量的粗糙度参数,并在更大的植被含水量范围内达到较高的反演精度.

关 键 词:多参数反演  Levernberg-Marquardt  迭代反演算法  微波辐射测量
收稿时间:2010-06-19
修稿时间:2010-06-26

Multiple Surface Parameters Retrieval of Simulated AMSR-E Data
LI Qin,ZHONG Ruo-fei.Multiple Surface Parameters Retrieval of Simulated AMSR-E Data[J].Remote Sensing for Land & Resources,2011,22(1):42-47.
Authors:LI Qin  ZHONG Ruo-fei
Institution:(Capital Normal University Key Lab of 3D Information Acquisition and Application,Beijing 100048,China)
Abstract: In order to provide more suitable surface retrieval methods, the authors reconducted forward modeling and made algorithm improvement for multiple parameters retrieval of AMSRE-E data simulated by Njoku-developed Levernberg-Marquardt iteration algorithm, and realized project code in MATLAB. The result shows that the improved retrieval method not only has somewhat higher precision than the original method but also can make retrieval of measurable roughness parameters of the exposed surface. In addition, it can attain relatively high precision in a wider water content range of vegetation.
Keywords:Multiple parameter retrieval  Levernberg-Marquardt  Iterational inversion algorithm  Microwave radiometer measurement
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