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Impact of Vertical Canopy Position on Leaf Spectral Properties and Traits across Multiple Species

机译:垂直冠层位置对多种物种叶片光谱特性和性状的影响

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Understanding the vertical pattern of leaf traits across plant canopies provide critical information on plant physiology, ecosystem functioning and structure and vegetation response to climate change. However, the impact of vertical canopy position on leaf spectral properties and subsequently leaf traits across the entire spectrum for multiple species is poorly understood. In this study, we examined the ability of leaf optical properties to track variability in leaf traits across the vertical canopy profile using Partial Least Square Discriminatory Analysis (PLS-DA). Leaf spectral measurements together with leaf traits (nitrogen, carbon, chlorophyll, equivalent water thickness and specific leaf area) were studied at three vertical canopy positions along the plant stem: lower, middle and upper. We observed that foliar nitrogen (N), chlorophyll (C ab ), carbon (C), and equivalent water thickness (EWT) were higher in the upper canopy leaves compared with lower shaded leaves, while specific leaf area (SLA) increased from upper to lower canopy leaves. We found that leaf spectral reflectance significantly ( P ≤ 0.05) shifted to longer wavelengths in the ‘red edge’ spectrum (685–701 nm) in the order of lower middle upper for the pooled dataset. We report that spectral bands that are influential in the discrimination of leaf samples into the three groups of canopy position, based on the PLS-DA variable importance projection (VIP) score, match with wavelength regions of foliar traits observed to vary across the canopy vertical profile. This observation demonstrated that both leaf traits and leaf reflectance co-vary across the vertical canopy profile in multiple species. We conclude that canopy vertical position has a significant impact on leaf spectral properties of an individual plant’s traits, and this finding holds for multiple species. These findings have important implications on field sampling protocols, upscaling leaf traits to canopy level, canopy reflectance modelling, and subsequent leaf trait retrieval, especially for studies that aimed to integrate hyperspectral measurements and LiDAR data.
机译:了解整个植物冠层叶片性状的垂直模式可提供有关植物生理,生态系统功能以及结构和植被对气候变化的响应的重要信息。然而,对于多种物种,垂直冠层位置对叶片光谱特性以及随后在整个光谱中的叶片性状的影响知之甚少。在这项研究中,我们使用偏最小二乘判别分析(PLS-DA),研究了叶片光学特性在垂直冠层剖面上跟踪叶片性状变异的能力。在沿着植物茎的三个垂直冠层位置(下部,中部和上部)研究了叶片光谱测量以及叶片性状(氮,碳,叶绿素,等效水厚和特定叶面积)。我们观察到,上部冠层叶片的叶面氮(N),叶绿素(C ab),碳(C)和等效水厚(EWT)高于下部阴影叶片,而比叶面积(SLA)从上部增加降低冠层叶片。我们发现,对于合并数据集,叶片光谱反射率显着(P≤0.05)在“红色边缘”光谱(685-701 nm)中移到了更长的波长,顺序为从下>中>上。我们报告说,根据PLS-DA变量重要性投影(VIP)分数,影响将叶片样品区分为三层冠层位置的光谱带与观察到的在整个冠层垂直变化的叶性状的波长区域相匹配个人资料。该观察结果表明,在多个物种中,叶片的性状和叶片的反射率在垂直冠层轮廓上都不同。我们得出的结论是,冠层垂直位置对单个植物性状的叶片光谱特性有重要影响,这一发现适用于多种物种。这些发现对田间采样协议,将叶片性状提升至冠层水平,冠层反射模型以及随后的叶片性状检索具有重要意义,特别是对于旨在整合高光谱测量和LiDAR数据的研究而言。

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