农作物/植物建模支持植物育种:I.优化环境因素以加速作物生长和开发快速育种
1Anhui Agricultural University, School of Agronomy, Hefei, Anhui Province 230036, China.
Plant phenomics (Washington, D.C.)
|October 11, 2023
概括
作物和植物模型可以通过预测所需的植物表型来优化速度繁殖. 这些模型有助于确定最佳的环境因素,以实现更快的作物生长和发展.
科学领域:
- 农业科学 农业科学
- 计算生物学 计算生物学
- 植物科学 植物科学
背景情况:
- 目前的速度繁殖实践依赖于经验环境条件,需要优化.
- 农作物和植物模型为各种物种和环境的生长和发展提供了预测能力.
研究的目的:
- 审查作物和植物模型在优化速度繁殖环境中的应用.
- 探索这些模型如何预测表型并指导选择最佳环境因素.
主要方法:
- 使用作物模型来预测人口层面的表型 (基因型 × 环境 × 管理).
- 使用植物模型在微环境下进行器官级3D建筑发展分析.
- 使用模型进行虚拟试验,以测试基因型 × 环境 × 管理互动.
主要成果:
- 模型可以预测由复杂相互作用产生的表型,从而更快地确定最佳环境条件.
- 模拟有助于识别特定的环境因素组合,以获得所需的植物特征.
结论:
- 作物和植物模型是通过预测结果和指导环境因素选择来优化速度繁殖的宝贵工具.
- 人工智能可以进一步帮助优化这些建模方法,用于特定的速度繁殖应用.
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