森林冠层光谱与林下背景光谱尺度差异分析

Analysis of Scale Difference Between Forest Canopy and Background Reflectances

  • 摘要: 林下植被作为森林生态系统的重要组成部分,在维护森林生态系统植物多样性和稳定性方面发挥着巨大作用。当前冠层光谱与林下背景光谱间的尺度差异尚不明确,限制了单角度光学遥感技术在林下植被研究中的应用。借助几何光学模型4-scale分析了森林背景光谱与冠层光谱的相关关系。结果表明,森林背景光谱与冠层光谱之间的尺度差异因森林结构的不同而变化,植被指数运算并不能消除尺度差异。冠层和背景光谱之间的尺度差异可以通过线性函数描述,这种线性关系随波长和森林结构的不同而不同,而模型参数与叶面积指数高度相关,在680 nm和865 nm处的决定系数分别为0.881、0.834 3、0.890 6和0.880 3。相关研究能为削弱或消除冠层光谱与林下背景光谱间的尺度差异提供参考。

     

    Abstract: As an important part of forest ecosystem, forest understory plays an important role in maintaining plant diversity and stability of forest ecosystem. However, the scale difference between canopy reflectance and forest background reflectance is not clear, which is very limited in the study of forest understory by using single-angle optical remote sensing data. In this study, the relationship between forest background reflectance and canopy reflectance under different forest structure was analyzed by using geometric optical model 4-scale. The results show that the scale difference between forest background reflectance and canopy reflectance varies with the forest structure, and cannot be eliminated by vegetation index calculation. There is a significant linear relationship between forest background reflectance and forest canopy reflectance. The linear relationship varies with the wavelength and forest structure. And the model parameters of this linear relationship are highly related with leaf area index (LAI). Coefficients of determination at 680 nm and 865 nm are 0.881, 0.834 3, 0.890 6 and 0.880 3, respectively. This work provides a reference for the study of weakening or eliminating the scale difference between forest canopy and background reflectances.

     

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