农业中的数字双胞胎:编排和应用
Marc Escribà-Gelonch1, Shu Liang1,2,3, Pieter van Schalkwyk4
1Higher Polytechnic Engineering School, University of Lleida, Lleida 25001, Spain.
Journal of agricultural and food chemistry
|May 6, 2024
概括
数字双胞胎通过创建实时管理的虚拟作物复制品来提供精准农业. 这项技术增强了决策,促进了农业的可持续性和资源节约.
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:
- 数字双胞胎正在通过创建作物和农场操作的虚拟复制品来改变精密农业.
- 这项技术与农业4.0的进步相结合,用于加强农场管理.
- 它为优化资源使用和提高可持续性提供了巨大的潜力.
研究的目的:
- 在精准农业的背景下,批判性地审查数字双胞胎技术.
- 分析数字双胞胎在整个农业生命周期中的应用.
- 确定在农业中实施数字双胞胎的好处,局限性和挑战.
主要方法:
- 审查现有的文献和关于农业数字生应用的案例研究.
- 分析数字双胞胎与精准农业和农业4.0概念的整合.
- 基于农业生命周期阶段 (化,植物技术,收获后,基础设施) 的研究结果的结构化组织.
主要成果:
- 数字双胞胎能够实时监控和管理灌,施肥和害虫防治等农学方面.
- 案例研究表明,在农业生产和供应链效率方面有直接的好处.
- 确定的好处包括提高可持续性和节省用水,化肥和农药的成本.
结论:
- 数字双胞胎代表了精密农业的重大进步,支持数据驱动的决策.
- 成功实施需要解决与数据管理和运营复杂性相关的挑战.
- 这项技术在提高农业生产率和资源效率方面具有重大前景.
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