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FTIR spectroscopy in combination with principal component analysis or cluster analysis as a tool to distinguish beech (Fagus sylvatica L.) trees grown at different sites

机译:FTIR光谱结合主成分分析或聚类分析作为区分在不同地点生长的山毛榉(Fagus sylvatica L.)树的工具

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FTIR spectroscopy was used to distinguish between beech (Fagus sylvatica L.) trees grown at five different sites; one in middle Germany close to Gottingen (forest district Reinhausen), three located in the southwest (two in Rhineland-Palatinate: forest districts Saarburg and Hochwald, and one in Luxembourg), and one in North-Rhine Westfalia. Detailed investigation of the spectra in the fingerprint region (1800-600 cm-1) revealed 16 distinct peaks and shoulders, most of which were assignable to wavenumbers previously shown to represent wood compounds. Differences in peak heights and peak ratios indicated differences in wood composition of beech trees from different sites. To determine if the wood of individual trees could be distinguished, principal component analysis (PCA) and cluster analysis were performed using FTIR spectra as input data. With both PCA and cluster analysis, trees from four of the five different sites were separated. It was not possible to distinguish between trees from Saarburg and Hochwald, where similar edaphic and climatic conditions exist, while wood spectra from trees from all other areas clearly segregated. Wood collected at different positions in the stem (bottom, crown, center and outer year rings) of trees grown at the same site was not distinguishable. Therefore, FTIR spectral analysis in combination with multivariate statistical methods can be used to distinguish wood of trees from different growth habitats. Extension of this method to other species may be of great interest for wood certification, as it may be possible to distinguish wood, of a given species, originating from different regions.
机译:FTIR光谱用于区分在五个不同地点生长的山毛榉(Fagus sylvatica L.)树。一个位于德国中部,靠近哥廷根(林区豪森森林区),三个位于西南部(两个位于莱茵兰-普法尔茨州:萨尔堡和霍赫瓦尔德森林区,一个位于卢森堡),另一个位于北莱茵威斯特伐利亚州。指纹区域(1800-600 cm-1)中光谱的详细研究显示16个不同的峰和肩峰,其中大部分可归属于先前显示的代表木质化合物的波数。峰高和峰高比的差异表明不同地点的山毛榉木的木材组成也不同。为了确定是否可以区分单个树木的木材,使用FTIR光谱作为输入数据进行了主成分分析(PCA)和聚类分析。通过PCA和聚类分析,可以将五个不同站点中的四个站点中的树木分开。无法区分来自萨尔堡(Saarburg)和霍赫瓦尔德(Hochwald)的树木,那里存在类似的水土和气候条件,而来自所有其他地区的树木的木材光谱却明显地分开了。在同一地点生长的树木的茎(底部,冠部,中心和外部年轮)的不同位置收集的木材无法区分。因此,FTIR光谱分析与多元统计方法相结合可用于区分来自不同生长栖息地的树木木材。将这种方法扩展到其他物种可能对木材认证非常感兴趣,因为可以区分来自不同地区的给定物种的木材。

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