SPOT:扫描工厂物联网设施用于高吞吐量工厂表型化
Stephen Lantin1, Kelli McCourt1,2, Nicholas Butcher3
1Department of Agricultural and Biological Engineering, University of Florida, Gainesville, FL 32611, USA.
HardwareX
|September 11, 2023
概括
扫描工厂物联网 (SPOT) 设施提供了一个负担得起的,开源的解决方案,用于植物表型. 这个移动平台使用先进的传感器来收集高质量的数据,从而实现自主品种区分.
科学领域:
- 植物科学 植物科学
- 农业工程 农业工程
- 传感器技术 传感器技术
背景情况:
- 高昂的成本和专有软件限制了小型研究机构对先进的植物表型平台的访问.
- 需要可访问的,开源的工具来收集高质量的,可互操作的植物表型数据.
研究的目的:
- 引入扫描工厂物联网 (SPOT) 设施作为一种新的,移动的,开源的植物表型平台.
- 用传感器数据证明SPOT设施在自主区分植物品种方面的能力.
主要方法:
- 该SPOT设施使用了一个移动的,基于实验室的系统,具有高光谱,热和LiDAR传感器.
- 传感器安装在纳迪尔,并使用计算机数控 (CNC) 精确定位步进电机,在10英尺×10英尺的扫描区域内.
- 该平台的移动性允许在不同的受控环境中部署,如生长室和温室.
主要成果:
- 该SPOT设施成功地收集了实时,高质量的表型数据.
- 初步实验表明,该平台能够使用收集的传感器数据自主和非破坏性地区分植物品种.
结论:
- 该SPOT设施提供了一个可访问和多功能解决方案,用于植物表型,克服成本和软件障碍.
- 该平台的传感器集成和数据收集功能支持高级应用程序,包括自动化品种识别.
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