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水稻叶片叶绿素含量的光谱反演研究

Study on Simulation of Rice Leaf ’s Chlorophyll Concentration via the Spectrum

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【作者】 陈君颖田庆久施润和

【Author】 CHEN Jun-ying~①,TIAN Qing-jiu~①,SHI Run-he~②(①International Institute for Earth System Science,Nanjing University,Nanjing 210093,China;②Data Center,Institute of Geographic Sciences and Natural Resources Research,The Chinese Academy of Sciences,Beijing 100101,China)

【机构】 南京大学国际地球系统科学研究所中国科学院地理科学与资源研究所数据中心 江苏南京210093江苏南京210093北京100101

【摘要】 通过研究不同叶绿素含量的水稻叶片的光谱特性,发现叶绿素含量与光谱特性之间具有明显的相关性,并建立了水稻叶片叶绿素含量的光谱反演模式。研究表明,水稻叶片光谱反射率及其一阶导数的峰值参数与叶绿素含量之间具有很强的相关性,复相关系数均达到0.4以上,经多元线性回归分析显示回归显著,线性相关密切,回归方程的复相关系数为0.63,可作为水稻叶片叶绿素含量反演的方法,并为大面积水稻冠层叶绿素含量遥感监测提供理论依据。

【Abstract】 By studying the spectral characteristic of rice leaves under different chlorophyll concentration,we found,that the correlation between chlorophyll concentration and spectral characteristic is obvious.We also set up a mode of simulating rice leaf chlorophyll concentration via spectrum. The result shows that the peak parameter of rice leaf spectral reflectance and its derivative have correlation with chlorophyll concentration highly,all of the R2 are more than 0.4.Analysing through plural linear regression shows that it is remarkable,and correlated with linearity closely,the R2 is 0.63,so the proposed method can be the one to simulate rice leaf chlorophyll concentration,and offer the theoretical foundation for monitoring large scale rice canopy chlorophyll concentration by remote sensing.

【关键词】 水稻叶绿素光谱反射率遥感
【Key words】 ricechlorophyllspectrumreflectanceremote sensing
【基金】 江苏省高技术研究项目(BG2004321)
  • 【文献出处】 遥感信息 ,Remote Sensing Information , 编辑部邮箱 ,2005年06期
  • 【分类号】S511
  • 【被引频次】52
  • 【下载频次】666
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