应用叶片多光谱分析仪和高光谱设备评估小麦基因型光谱反射指数的多样性。

IF 1.7 4区 生物学 Q3 BIOLOGY Open Life Sciences Pub Date : 2024-11-16 eCollection Date: 2024-01-01 DOI:10.1515/biol-2022-0989
Andrej Filacek, Marek Zivcak, Maria Barboricova, Marek Kovar, Andrej Halabuk, Katarina Gerhatova, Xinghong Yang, Pavol Hauptvogel, Marian Brestic
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引用次数: 0

摘要

多光谱设备在生物、生态和农业研究中具有巨大的应用潜力,可提供有关植物结构和化学成分的宝贵信息。本研究的目的是评估价格低廉的叶光谱仪 PolyPen (PP) 与高灵敏度分析设备 FieldSpec-4 相比的可靠性和灵敏度。在正常生长季节的几个生长阶段,对 24 种不同田间种植的小麦(Triticum sp. L.)基因型进行了叶片测量,重点是整个光谱曲线和一组 41 个光谱反射率指数。不出所料,与低成本的多光谱设备相比,灵敏的分析设备显示出更强的捕捉基因型变异的能力和区分季节变化的能力。尽管如此,对低成本传感器提供的数据进行分析后,还是得出了一组灵敏度较高的参数,包括两种设备记录之间的合理相关性(r > 0.80)。根据所获得的大量数据集,我们可以得出结论,在植物和作物研究中应用低成本的聚丙烯叶光谱仪是有效的,但参数的选择至关重要。因此,本研究为基础和应用植物科学领域的廉价叶光谱仪用户提供了宝贵的信息。
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Application of leaf multispectral analyzer in comparison to hyperspectral device to assess the diversity of spectral reflectance indices in wheat genotypes.

Multispectral devices have a huge potential to be utilized in biological, ecological, and agricultural studies, providing valuable information on plant structure and chemical composition. The aim of the study was to assess the reliability and sensitivity of the affordable leaf spectrometer PolyPen (PP) in comparison with the highly sensitive analytical device FieldSpec-4. Measurements at the leaf level were realized on a collection of 24 diverse field-grown wheat (Triticum sp. L.) genotypes in several growth phases during the regular growing season, focusing on whole spectral curves and a set of 41 spectral reflectance indices. As expected, the sensitive analytical device showed a higher capacity to capture genotypic variability and the ability to distinguish seasonal changes compared to a low-cost multispectral device. Nevertheless, the analysis of the data provided by low-cost sensors provided a group of parameters with good sensitivity, including reasonable correlations between the records of the two devices (r > 0.80). Based on the large obtained datasets, we can conclude that the application of a low-cost PP leaf spectrometer in plant and crop studies can be efficient, but the selection of parameters is crucial. Thus, the present study provides valuable information for users of affordable leaf spectrometers in fundamental and applied plant science.

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来源期刊
CiteScore
2.50
自引率
4.50%
发文量
131
审稿时长
43 weeks
期刊介绍: Open Life Sciences (previously Central European Journal of Biology) is a fast growing peer-reviewed journal, devoted to scholarly research in all areas of life sciences, such as molecular biology, plant science, biotechnology, cell biology, biochemistry, biophysics, microbiology and virology, ecology, differentiation and development, genetics and many others. Open Life Sciences assures top quality of published data through critical peer review and editorial involvement throughout the whole publication process. Thanks to the Open Access model of publishing, it also offers unrestricted access to published articles for all users.
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