摘要
云计算、物联网、大量社交网络的兴起使我们社会的数据种类和数量都呈井喷式增长,大数据时代已经到来。农业信息化是现代农业建设的重要内容,农业物联网等应用使农业产业发展中的应用日渐深入。在大数据背景下,大数据分析也为农业信息化提供了技术支持。对农业大数据的相关概念进行阐述,介绍了大数据的分析过程,以及对可应用于农业大数据的各项技术进行了介绍。最后简要分析了农业大数据未来发展所要面临的挑战。
Data type and amount are growing in amazing speed which is caused by the emergency of new services such as cloud computing,internet of things and social network.The era of big data has come.Agricultural informatization is an important part of the construction of modern agriculture.The use of internet of agriculture things makes the applications of agriculture more and more deeply in the big data areas.Big data analytics also provides technical support for the agricultural informatization.This paper elaborated the related concept of agricultural big data,and introduced the progress of big data analytics.The key techniques of agricultural big data were described.Finally some new challenges in the future were summarized.
出处
《计算机科学》
CSCD
北大核心
2014年第B11期387-392,共6页
Computer Science
基金
国家科技支撑计划项目(2012BAD35B08)资助
关键词
农业大数据
物联网
云计算
Agricultural big data
Internet of things
Cloud computing
