在基于色谱/质谱的植物代谢学数据分析中的张量计方法
Lili Guo1, Huiwen Yu2,3, Yuan Li4
1Weifang University of Science and Technology, Shouguang, 262700, China.
Plant methods
|November 22, 2023
概括
使用张量建模的高阶化学测量为复杂的植物代谢学数据提供了高级分析. 本综述详细介绍了张量法,增强了自动化植物科学研究和数据解释.
科学领域:
- 植物代谢学 植物代谢学
- 化学测量 化学测量 化学测量
- 张量分析是一种张量分析.
背景情况:
- 植物代谢学对于植物科学研究至关重要.
- 化学测量有助于分析植物代谢数据.
- 高阶化学测量,特别是张量建模,为复杂的多向数据提供了先进的方法.
研究的目的:
- 系统地审查植物代谢学数据分析的张量法.
- 总结张量模型的优点,缺点和最近的进展.
- 讨论张量法在解决植物科学问题的应用.
主要方法:
- 对植物代谢学中的张量法现有文献的综述.
- 分析各种植物科学领域的张量模型应用.
- 在张量分析中的方法论进步和挑战的综合.
主要成果:
- 张量法为分析复杂,多途径的植物代谢数据提供了强大的工具.
- 应用范围包括植物基因突变,表型,抗病能力,药理学,营养和产品质量.
- 张量器方法显著提升了自动化和智能化的植物代谢学分析.
结论:
- 张量法正在通过使复杂的数据分析成为可能,彻底改变了植物科学研究.
- 这一综述是首次系统地涵盖植物代谢学中的张量分析.
- 张量模型代表了植物代谢学研究中的显著范式转变.
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