用户名: 密码: 验证码:
下垫面微波散射信息提取
详细信息    查看全文 | 推荐本文 |
  • 英文篇名:The Information Extraction of Microwave Scattering From Underlying Surface
  • 作者:谭龙飞 ; 陈彦 ; 童玲 ; 段崇棣 ; 杨迅 ; 肖芳鸿
  • 英文作者:TAN Longfei;CHEN Yan;TONG Ling;DUAN Chongdi;YANG Xun;XIAO Fanghong;Sichuan Fire Research Institute of Ministry of Public Security;School of Automation Engineering,University of Electronic Science and Technology;CAST-Xi'an Institute of Space Radio Technology;
  • 关键词:密歇根模型 ; 动态规划算法 ; 合成孔径雷达 ; 散射分量 ; 下垫面
  • 英文关键词:Michigan microwave canopy scattering;;dynamic programming algorithm;;synthetic aperture radar;;scattering components;;underlying surface
  • 中文刊名:XDLD
  • 英文刊名:Modern Radar
  • 机构:公安部四川消防研究所;电子科技大学自动化工程学院;中国空间技术研究院西安分院;
  • 出版日期:2018-01-15
  • 出版单位:现代雷达
  • 年:2018
  • 期:v.40;No.326
  • 基金:国家自然科学基金资助项目(No.41571333;No.41371340)
  • 语种:中文;
  • 页:XDLD201801013
  • 页数:5
  • CN:01
  • ISSN:32-1353/TN
  • 分类号:62-65+70
摘要
基于动态规划算法(DPA)提出一种分析植被弱散射分量的方法。首先,通过改进的密歇根模型(MIMICS)得到水稻的散射分量组成,输出结果与同步陆基散射实验数据以及国外多名学者在合成孔径雷达(SAR)实验中一致;然后,将动态规划算法结合入射角与极化信息建立多维状态向量和递推决策,弱散射分量的叠加在动态规划算法中实现了应用,因此下垫面的类型可以被有效提取;最后,通过实验数据对结果进行比较分析,结果验证了该方法的有效性。
        Based on dynamic programming algorithm(DPA),a new method is proposed to analyze the minor scattering from underlying surface which covered vegetation.First,the backscattering components of vegetation are given using the Michigan microwave canopy scattering(MIMICS),and the output of MIMICS is consistent with the conclusion of other scholars in the synthetic aperture radar(SAR) experiments.Then,constructed in the DPA,the multidimensional sequence state and recursive strategy are derived from the incident angle and polarization.The accumulation of minor scattering is used in the DPA,thus,the water in the underlying surface can be effectively distinguished.Finally,series field experiments are carried out and the observation is used for validation.
引文
[1]KUENZER C,KNAUER K.Remote sensing of rice crop areas[J].International Journal of Remote Sensing,2013,34(6):2101-2139.
    [2]JIA Mingquan,TONG Ling,CHEN Yan,et al.Rice biomass retrieval from multitemporal ground-based scatterometer data and RADARSAT-2 images using neural networks[J].Journal of Applied Remote Sensing,2013,7(1):073509-1-17.
    [3]ULABY F T,SARRABANDI K,MCDONALD K,et al.Michigan microwave canopy Scattering model[J].International Journal of Remote Sensing,1990,11(7):223-1253.
    [4]KARAM M A,AMAR F,FUNG A K,et al.A microwave polarimetric scattering model for forest canopies based on vector radiative transfer theory[J].Remote Sensing of Environment,1995,53(1):16-30.
    [5]ATTEMA E,ULABY F T.Vegetation modeled as a water cloud[J].Radio Science,1978,13(2):357-364.
    [6]TOAN L T,LANR H,MOUGIN E,et al.Multitemporal and dual-polarization observations of agricultural vegetation covers by X-band SAR images[J].IEEE Transactions on Geoscience and Remote Sensing,1989,27(6):709-718.
    [7]BOSCHETTI M,MAURI E,GADDA C,et al.Monitoring padely rice crops through remote sensing:productivity estimation by light use efficient model[J].Proceedings of SPIE,2004,5568(1):46-56.
    [8]BELLMAN R.Dynamic programming and lagrange multipliers[J].Proceedings of the National Academy of Sciences of the United States of America,1956,42(10):767-767.
    [9]ARNOLD J,SHAW S W,PASTRNACK H.Efficient target tracking using dynamic programming[J].IEEE Transactions on Aerospace and Electronic Systems,1993,29(1):44-56.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700