Interpreting RADARSAT-2 Quad-Polarization SAR Signatures From Rice Paddy Based on Experiments

文献类型： 外文期刊

第一作者： Yang, Shenbin

作者： Yang, Shenbin;Zhao, Xiaoyan;Hua, Guoqiang;Li, Bingbai

作者机构：

关键词： Crop;principal component analysis (PCA);RADARSAT-2;rice backscattering coefficient

期刊名称：IEEE GEOSCIENCE AND REMOTE SENSING LETTERS （ 影响因子：3.966； 五年影响因子：3.986 ）

ISSN： 1545-598X

年卷期： 2012 年 9 卷 1 期

页码：

收录情况： SCI

摘要： The objective of this letter was to interpret the spatial variation of rice backscattering signatures as a function of rice growth parameters. Two scenes of RADARSAT-2 quad-polarization images were acquired at two rice growth stages. In accordance with the acquisition dates, a wide range of rice growth parameters, such as leaf area index (LAI), biomass, canopy height, and stem density, were measured. Among them, six parameters were selected as impact factors. The correlation between impact factors and rice backscattering coefficients was analyzed before establishing regression models. Because of strong multicollinearity among the impact factors, a principal component regression method was applied to build the models for different polarizations. Results showed that the spatial variation of rice backscattering is most sensitive to the change of rice biomass and LAI at both rice growth stages. Compared with HH and VV, VH or HV has a better correlation with the spatial change of biomass and LAI, implying the advantages of RADARSAT-2 quad-polarization data in regional rice growth monitoring.

分类号：

  • 相关文献

[1]Degradation of four fungicides in tropical soils from Hainan, China. Han, Bing Jun,Peng, Li Xu,Chen, Li Xia.

[2]Water quality of a tributary of the Pearl River, the Beijiang, Southern China: implications from multivariate statistical analyses. Song, Ming W.,Huang, Ping,Zhang, Hui,Li, Feng,Xie, Kai Z.,Wang, Xi H.,He, Guo X.. 2011

[3]Wheat lodging monitoring using polarimetric index from RADARSAT-2 data. Yang, Hao,Chen, Erxue,Li, Zengyuan,Zhao, Lei,Yang, Hao,Zhao, Chunjiang,Yang, Guijun,Pignatti, Stefano,Casa, Raffaele. 2015

[4]Agricultural crop harvest progress monitoring by fully polarimetric synthetic aperture radar imagery. Yang, Hao,Zhao, Chunjiang,Yang, Guijun,Yuan, Lin,Yang, Xiaodong,Xu, Xingang,Yang, Hao,Li, Zengyuan,Chen, Erxue. 2015

[5]ESTIMATING SOIL MOISTURE IN THE AGRICULTURAL AREAS USING RADARSAT-2 QUAD-POLARIZATION SAR DATA. Ma, Jianwei,Huang, Shifeng,Li, Jiren,Li, Xiaotao,Sun, Yayong,Lei, Tianjie,Song, Xiaoning,Leng, Pei. 2016

[6]Rice identification at the early stage of the rice growth season with single Fine quad Radarsat-2 data. Zhang, Xiaoqian,Zhang, Pengbin,Shen, Kejian,Pei, Zhiyuan. 2016

[7]Monitoring Freeze Stress Levels on Winter Wheat from Hyperspectral Reflectance Data Using Principal Component Analysis. Wang Hui-fang,Huo Zhi-guo,Wang Hui-fang,Wang Ji-hua,Dong Ying-ying,Gu Xiao-he. 2014

[8]Compact Polarimetric Response of Rape (Brassica napus L.) at C-Band: Analysis and Growth Parameters Inversion. Zhang, Wangfei,Li, Zengyuan,Chen, Erxue,Zhao, Lei,Zhang, Wangfei,Zhang, Yahong,Ji, Yongjie,Yang, Hao. 2017

[9]HYPERSPECTRAL IMAGE FOR DISCRIMINATING APHID AND APHID DAMAGE REGION OF WINTER WHEAT LEAF. Luo Juhua,Huang Wenjiang,Guan Qingsong,Zhao Jinling,Zhang Jingcheng. 2013

[10]Analysis of Volatiles during Grape Deterioration Using FTIR. Wang Wenzhong,Dong Daming,Zheng Wengang,Jiao Leizi,Zhao Xiande,Wang Wenzhong,Han Junfeng,Ye Song. 2013

[11]Temporal Polarimetric Behavior of Oilseed Rape (Brassica napus L.) at C-Band for Early Season Sowing Date Monitoring. Yang, Hao,Li, Zengyuan,Chen, Erxue,Feng, Qi,Yang, Hao,Zhao, Chunjiang,Yang, Guijun,Casa, Raffaele,Pignatti, Stefano. 2014

[12]Estimation of Soil Moisture from Multi-Polarized Synthetic Aperture Radar Data-A Case Examination on RADARSAT-2 Product Over Wheat Growing Areas. Yang, Guijun,Shi, Yuechan,Xu, Qingyun,Yang, Guijun,Yang, Guijun.

[13]Potential of Fully Polarimetric SAR Data for Crops Biophysical Parameters Retrieval. Yang, Hao,Yang, Xiaodong,Xu, Xingang,Gao, Zhongling,Li, Cunjun,Wang, Jihua,Zhao, Chunjiang. 2012

[14]Source Apportionment of PAHs Using Two Mathematical Models for Mangrove Sediments in Shantou Coastal Zone, China. Cao, Qimin,Chen, Guizhu,Cao, Qimin,Cao, Qimin,Cao, Qimin,Chen, Guizhu,Wang, Hua.

[15]Gas Chromatographic-Mass Spectrometry and Chemometric Analysis for Detection and Quantification of Paraffin in Beeswax. Chen, Fang,Chen, Lanzhen,Zhao, Jing,Xue, Xiaofeng,Wu, Liming,Zheng, Chuangmu.

[16]Genetic Analysis on Characteristics to Measure Drought Resistance Using Dongxiang Wild Rice (Oryza rufupogon Griff.) and Its Derived Backcross Inbred Lines Population at Seedling Stage. Hu Biao-lin,Zhang Tao,Wan Yong,Li Xia,Xie Jian-kun,Hu Biao-lin,Fu Xue-qin,Huang Yun-hong,Dai Liang-fang,Luo Xiang-dong,Xie Jian-kun. 2011

[17]Estimating rice brown spot disease severity based on principal component analysis and radial basis function neural network. Liu Zhan-yu,Huang Jing-feng,Tao Rong-xiang,Zhang Hong-zhi. 2008

[18]SOIL MOISTURE RETRIEVAL IN WELL COVERED FARMLAND BY RADARSAT-2 SAR DATA. Yue, Jibo,Qi, Xiudong,Wang, Yanjie,Yue, Jibo,Yang, Guijun. 2016

[19]Sensory evaluation, physicochemical properties and aroma-active profiles in a diverse collection of Chinese bayberry (Myrica rubra) cultivars. Cheng, Huan,Chen, Jianle,Chen, Shiguo,Liu, Donghong,Ye, Xingqian,Xia, Qile.

[20]Response of soil moisture under different crop planting to precipitation in Central Hill Region, Sichuan Basin. Liang, Chuan,Long, Xunjian,Zhang, Chunmin,Zhang, Chunmin. 2011

作者其他论文 更多>>

微信小程序