部分桉树品种叶龄的VIS/NIR光谱及颜色参数对其分类和判别的影响

IF 0.8 4区 农林科学 Q3 FORESTRY Forest Systems Pub Date : 2022-06-28 DOI:10.5424/fs/2022312-19242
I. P. Migacz, Jane Manfron, P. Farago, V. Raman, G. I. D. de Muñiz, S. Nisgoski
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引用次数: 1

摘要

研究目的:本研究的目的是验证巴杰桉、本氏桉、邓氏桉、巨桉、蓝桉和saligna四个年龄段叶片的VIS/NIR光谱和叶色参数的差异,以及它们对物种识别的影响。研究地区:巴西巴拉那州南圣马特乌斯。材料和方法:2015年10月,在完全随机的设计中,六个物种的幼苗在相同的环境中驯化,每个物种有四个重复。从6、8、10和12个月大的植物中采集叶片样本。分析了四种植物在每个年龄的三片叶子。参考每片叶片的近轴表面记录了五个参数,共有15个重复记录,每个物种在每个年龄记录60个。在360-740nm(可见光谱)和1000-2500nm(近红外光谱)的光谱范围内进行评价。进行主成分分析和线性判别分析。主要结果:年龄的影响在每个物种中是不同的。在颜色数据中,所有样本中变化最大的参数是色度坐标b*。在反射光谱(VIS)中,12个月的年龄提供了最好的物种鉴别。二阶导数近红外光谱产生了基于12个月龄树木叶片的线性判别分析模型的外部预测的最佳结果。研究重点:颜色参数的观察和可见光/近红外光谱对基于绿叶的桉树物种的识别具有潜在的实用性。
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VIS/NIR spectra and color parameters according to leaf age of some Eucalyptus species: influence on their classification and discrimination
Aim of study: The aim of this study was to verify the differences in VIS/NIR spectra and leaf color parameters of leaves of Eucalyptus badjensis, E. benthamii, E. dunnii, E. grandis, E. globulus and E. saligna, at four ages, and their influence on species discrimination. Area of study: São Mateus do Sul, Paraná, Brazil.           Material and methods: Seedlings of the six species, with four replicates for each, were acclimatized in the same environment, in October 2015, in an entirely randomized design. Leaf samples were collected from plants that were 6, 8, 10 and 12 months old. Three leaves from each of four plants at each age were analyzed. Five parameters were recorded referring to the adaxial surface of each leaf, with a total of 15 records from repetitions and 60 per species at each age. The evaluation was performed in the spectral ranges from 360-740 nm (VIS) and 1000-2500 nm (NIR). Principal component analysis and linear discriminant analysis were performed. Main results: The influence of age differed within each species. In color data, the parameter with most variation among all samples was chromatic coordinate b*. In reflectance spectra (VIS), age of 12 months provided the best discrimination of species. Second derivative NIR spectra produced the best results of external prediction of Linear Discriminant Analysis models based on leaves of 12-month-old trees. Research highlights: Observation of color parameters and VIS/NIR spectroscopy have potential utility for discrimination of Eucalyptus species based on their green leaves.
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来源期刊
Forest Systems
Forest Systems FORESTRY-
CiteScore
1.40
自引率
14.30%
发文量
30
审稿时长
6-12 weeks
期刊介绍: Forest Systems is an international peer-reviewed journal. The main aim of Forest Systems is to integrate multidisciplinary research with forest management in complex systems with different social and ecological background
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