文本挖掘揭示了基因组方法在作物研究和育种中的日益重要
Zhiyi Ye1,2, Jinjin Lu3, Yuchen Sun2,4
1College of Informatics, Huazhong Agricultural University, Wuhan, 430070 China.
Molecular breeding : new strategies in plant improvement
|October 13, 2025
概括
基因组技术改变了作物科学,导致了研究和育种的4D路线图. 人工智能 (AI) 准备迎来农作物开发的新时代.
科学领域:
- 农作物科学 农作物科学
- 基因组学就是基因组学.
- 生物信息学是一种生物信息学.
背景情况:
- 米参考基因组的出现开启了作物基因组学的新时代.
- 测序技术的进步和成本的降低彻底改变了作物研究和育种.
研究的目的:
- 审查2000-2024年作物科学文献中优先考虑的特征,组织和方法.
- 为农作物研究和育种提出一个4D路线图 (解码,发现,设计,交付).
- 确定作物研究中的趋势和偏见,以及人工智能的新兴作用.
主要方法:
- 2000年至2024年间发表的科学文献的文本挖掘.
- 在作物科学中对优先的特征,组织和方法的分析.
- 关键词频率分析以追踪趋势,包括人工智能 (AI).
主要成果:
- 基因组方法显著影响了作物研究和育种的所有阶段.
- 提出了一个4D路线图 (解码,发现,设计,交付),概述了从基因组测序到作物改进的进展.
- 在当前的作物和特征研究中存在着显著的偏见,与AI相关的关键词的大幅增加一起.
结论:
- 基因组技术是现代作物研究和育种的组成部分.
- 拟议的4D路线图为未来的作物发展战略提供了一个框架.
- 人工智能的日益集成意味着在作物科学中即将到来的人工智能驱动的时代.
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