苹果果实生理特性及其对漫射可见光/近红外光谱的影响

IF 3.6 2区 生物学 Q1 PLANT SCIENCES
J E Larson, T Zuber, T M Kon
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引用次数: 0

摘要

背景和目的:最近数字技术的兴起为农艺实践提供了信息,有必要进一步了解植物生理特性如何影响这些技术所采用的光反射测量。幼小的苹果果实在发育过程中经历了大小、叶绿素含量和毛状体密度的快速变化。我们的目标是表征“富士”和“蜜脆”水果的这些变化,以了解这些变化如何影响漫反射光谱。方法:利用便携式可见光和近红外光谱仪采集开花后20 ~ 36 d单果的可见/近红外光谱。据此计算反射率光谱的主成分分析(PCA)和植被指数。建立了一种利用图像分析定量毛密度的方法。测定每个果实的含水量、毛密度和叶绿素浓度。计算了回归分析和相关系数,以了解这些指标在果实发育过程中的关系。主要结果:主成分分析表明,第一主成分对反射率数据的变化贡献了86.56%。沿着这个分量有一个果实大小的梯度。这些尺寸效应导致与叶绿素和水分吸收有关的波长的较低反射率。叶绿素浓度和毛状体密度随果实大小的增加而降低。果实中叶绿素的总量随着果实的增大而增加。总叶绿素含量与果实大小的关系强于与毛状体密度的关系。结论:果实大小和总叶绿素含量对反射率的影响最大。当使用具有固定透镜尺寸的便携式可见和近红外光谱仪测量反射率时,覆盖该透镜的组织的数量是反射率光谱的主要影响因素。叶绿素含量在两个苹果品种之间存在差异,这可能对果实的光合能力有更大的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Apple fruitlet physiological characteristics and their influence on diffuse visible/near-infrared reflectance spectroscopy.

Background and aims: The recent rise in digital technologies to inform agronomic practices has necessitated further understanding of how plant physiological characteristics affect light reflectance measurements that these technologies employ. A young apple fruitlet undergoes rapid changes in size, chlorophyll content and trichome density as it develops. Our objective here was to characterize these changes in 'Fuji' and 'Honeycrisp' fruit to understand how those changes affect diffuse spectral reflectance.

Methods: Visible/near-infrared reflectance spectra were captured with a portable visible and near-infrared spectrometer on individual fruit from 20 to 36 d after full bloom. From these reflectance spectra principal component analysis (PCA) was performed and vegetation indices were calculated. A method was developed to quantify trichome density using image analysis. Water content, trichome density and chlorophyll concentration were determined for each fruitlet. Regression analysis and correlation coefficients were calculated to understand how these measures relate during fruitlet development.

Key results: PCA revealed the first principal component contributed to 86.56 % of the variation in the reflectance data. Along this component there was a gradient of fruit size. These size effects led to lower reflectance at wavelengths associated with chlorophyll and water absorption. Chlorophyll concentration and trichome density decreased with increasing fruit size. The total amount of chlorophyll in the fruit increased as fruit grew larger. Total chlorophyll content had a stronger relationship with fruit size than with trichome density.

Conclusions: Fruit size and in turn total chlorophyll content had the greatest effects on reflectance spectra. When measuring reflectance with a portable visible and near-infrared spectrometer that has a fixed lens size, the amount of tissue covering that lens is a major influence on the reflectance spectra. There were differences in chlorophyll content between the two apple cultivars studied that may have larger implications for the photosynthetic capacity of fruit.

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来源期刊
Annals of botany
Annals of botany 生物-植物科学
CiteScore
7.90
自引率
4.80%
发文量
138
审稿时长
3 months
期刊介绍: Annals of Botany is an international plant science journal publishing novel and rigorous research in all areas of plant science. It is published monthly in both electronic and printed forms with at least two extra issues each year that focus on a particular theme in plant biology. The Journal is managed by the Annals of Botany Company, a not-for-profit educational charity established to promote plant science worldwide. The Journal publishes original research papers, invited and submitted review articles, ''Research in Context'' expanding on original work, ''Botanical Briefings'' as short overviews of important topics, and ''Viewpoints'' giving opinions. All papers in each issue are summarized briefly in Content Snapshots , there are topical news items in the Plant Cuttings section and Book Reviews . A rigorous review process ensures that readers are exposed to genuine and novel advances across a wide spectrum of botanical knowledge. All papers aim to advance knowledge and make a difference to our understanding of plant science.
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