叶片生化组分浓度对单叶光谱影响研究——以2100nm吸收特征的碳氮比反演为例  

Research on the Effects of Leaf Biochemical Concentrations on Leaf Spectra:Case Study of Inversion of C:N Ratio Based on the Absorption Features Centered at 2100nm

作　　者：施润和[1] 牛铮[2] 庄大方[1] 

机构地区：[1]中国科学院地理科学与资源研究所,北京100101 [2]中国科学院遥感应用研究所遥感信息科学重点实验室,北京100101

出　　处：《遥感学报》2005年第1期1-7,共7页NATIONAL REMOTE SENSING BULLETIN

基　　金：国家自然科学基金资助项目(40271086);863项目(2003AA131170)。

摘　　要：运用连续统去除法和波深归一化方法对构成植物叶片碳氮比的基本因素——总碳和总氮浓度进行深入研究,对其组成物质的浓度差异在2030—2220nm区间内光谱响应的物理机制进行深入分析。在对多组典型叶片的对比分析后发现,经连续统去除后的相对反射率光谱中可以明显观察到碳、氮浓度差异造成的影响,而其影响与纤维素、木质素和蛋白质在此范围的吸收特征密切相关。其中,以纤维素和木质素为代表的碳浓度的影响主要体现在2030—2050nm区间,而以蛋白质为代表的氮浓度的影响则体现在2054nm和2172nm附近存在的斜率突变上。另外利用波深归一化方法再次证明了氮浓度对2054nm和2172nm处光谱特征的影响,进一步证实蛋白质双峰特征在光谱上的响应,并通过相关分析和回归分析验证了相对反射率光谱与碳氮比之间的定量关系。This paper presents an in-depth research on the effects of leaf biochemical concentrations on leaf spectra. Absorption features centered at 2100nm are focused on in this study because the spectra of predominant carbon containing and nitrogen containing components in leaf are different here apparently. Spectral changes due to different carbon or nitrogen concentrations at this waveband are examined with several samples and two rules are concluded by using continuum removed spectra. First, the spectral changes due to different carbon concentrations can be seen from 2030nm to 2050nm, where the continuum-removed spectra are nearly straight and their slopes are indicators to distinguish different carbon concentrations. Second, the spectral changes at 2054nm and 2172nm are good indicators to distinguish different nitrogen concentrations. Correlation analysis and stepwise regressions are employed to verify the relations of C:N ratio and continuum-removed spectra and the results are satisfactory.

关 键 词：生化组分 高光谱遥感 碳氮比 连续统去除 波深归一化 

分 类 号：TP79[自动化与计算机技术—检测技术与自动化装置]