高光谱成像技术在茶叶科学中的应用研究进展

IF 2.3 4区 化学 Q1 SOCIAL WORK Journal of Chemometrics Pub Date : 2023-04-12 DOI:10.1002/cem.3481
Dongxia Liang, Qiaoyi Zhou, Caijin Ling, Liyang Gao, Xiaoting Mu, Zhencheng Liao
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引用次数: 2

摘要

高光谱成像技术结合了二维成像和光谱技术,可以同时获得被测物体的空间和光谱信息,是一种先进的技术方法。随着科学技术的发展,茶叶的检测也在不断改进,并朝着无损、快速、实时、准确的方向发展。本文介绍了高光谱成像技术的原理,并根据近5年来高光谱成像在茶叶无损快速检测中的研究 分析了近年来高光谱成像技术在茶叶生化成分检测、准确分类、霉变程度测定、胁迫监测等方面的应用,以及在种植生产管理中的应用进展。此外,分析了当前研究中存在的主要挑战,并提出了未来的应用前景,为高光谱成像技术在茶叶实际生产中的应用和推广提供参考。
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Research progress on the application of hyperspectral imaging techniques in tea science

Hyperspectral imaging technology combines two-dimensional imaging and spectral technology, which can simultaneously obtain spatial and spectral information of the object to be measured and is an advanced technical method. With the development of science and technology, the detection of tea has also been continuously improved, and it has developed in the direction of being nondestructive, fast, real-time, and accurate. In this paper, the principle of hyperspectral imaging technology is introduced, and according to research on hyperspectral imaging technology in the nondestructive rapid detection of tea in the past 5 years, the application of hyperspectral imaging technology in the detection of tea biochemical components, accurate classification, determination of mildew degree, and stress monitoring and the application progress in planting production management are analyzed. Additionally, the main challenges existing in the current research are analyzed, and future application prospects are proposed to provide a reference for the application and promotion of hyperspectral imaging technology in the actual production of tea.

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来源期刊
Journal of Chemometrics
Journal of Chemometrics 化学-分析化学
CiteScore
5.20
自引率
8.30%
发文量
78
审稿时长
2 months
期刊介绍: The Journal of Chemometrics is devoted to the rapid publication of original scientific papers, reviews and short communications on fundamental and applied aspects of chemometrics. It also provides a forum for the exchange of information on meetings and other news relevant to the growing community of scientists who are interested in chemometrics and its applications. Short, critical review papers are a particularly important feature of the journal, in view of the multidisciplinary readership at which it is aimed.
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