用于作物育种和可持续生产的网络农业系统
Soumik Sarkar1, Baskar Ganapathysubramanian1, Arti Singh2
1Department of Mechanical Engineering, Iowa State University, Ames, IA, USA; Department of Computer Science, Iowa State University, Ames, IA, USA.
网络农业系统 (CAS) 集成传感,人工智能和先进农业的网络基础设施. 这一框架提高了作物育种和生产效率,可持续性和气候适应性.
科学领域:
- 农业科学 农业科学
- 计算机科学 计算机科学
- 工程 工程师 工程师 工程师
背景情况:
- 先进技术的整合正在改变农业.
- 网络农业系统 (CAS) 代表了现代农业的整体方法.
研究的目的:
- 审查CAS的进展和未来前景.
- 突出传感,建模,执行和网络基础设施 (CI) 在CAS中的作用.
- 讨论农业数字双胞胎 (DTs) 的概念.
主要方法:
- 关于CAS组件的最新进展的文献综述.
- 分析可扩展CI作为智能农业推动者的作用.
- 探索CAS在作物育种和生产中的重要性.
主要成果:
- CAS利用传感,人工智能,智能执行器和CI用于农业.
- 农业数字双胞胎 (DTs) 是CAS的一个新兴概念.
- 可扩展的CI对于实现智能农业至关重要.
结论:
- CAS彻底改变了作物育种和生产.
- CAS提高了效率,生产力,可持续性和气候适应力.
- 未来的CAS研究对农业创新具有重大前景.
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