摘要
物联网技术在农业中的应用日益广泛,显著提高了农业生产效率和产品质量。文章综述全链路溯源云平台的现状及其在农业中的应用。通过分析国内外的研究成果和实际案例,探讨了感知技术、云计算与大数据技术、信息安全与隐私保护技术在全链路溯源中的关键作用。汇总了在数据采集与传输、存储与处理、安全与隐私保护方面面临的挑战,并提出了相应的解决方案。最后,展望全链路溯源云平台的未来发展方向,强调技术改进与创新的重要性及其在农业领域的广泛应用前景。
The application of Internet of Things technology in agriculture is becoming increasingly widespread,significantly enhancing agricultural production efficiency and product quality.This paper provides a comprehensive review of the current situation of full-chain traceability cloud platforms and their application in agriculture.By analyzing domestic and international research outcomes and practical cases,it discusses the critical roles of sensing technology,cloud computing and Big Data technology,and information security and privacy protection technology in full-chain traceability.It summarizes the challenges faced in the aspects of data collection and transmission,storage and processing,security and privacy protection,and proposes corresponding solutions.Finally,it looks forward to the future development direction of the full-chain traceability cloud platform,emphasizing the importance of technological improvement and innovation and their broad application prospects in the agriculturalfield.
作者
吴志攀
李繁
姜云鹤
WU Zhipan;LI Fan;JIANG Yunhe(School of Computer Science and Engineering,Huizhou University,Huizhou 516007,China)
出处
《现代信息科技》
2025年第1期188-192,198,共6页
Modern Information Technology
关键词
物联网
全链路溯源
云平台
智慧农业
数据采集
Internet of Things
full-chain traceability
cloud platform
smart agriculture
data collection
作者简介
吴志攀(1975-),男,汉族,广东梅州人,讲师,硕士,研究方向:人工智能、模式识别、计算机教育;李繁(2003-),男,汉族,湖南郴州人,本科在读,研究方向:嵌入式、物联网;姜云鹤(2004-),男,汉族,广东深圳人,本科在读,研究方向:人工智能、深度学习。
