SUN Xiang,WU Huarui,ZHU Huaji,et al.Application Research of Big Data Platform for Vegetable Industry[J].Northern Horticulture,2020,44(20):154-162.[doi:10.11937/bfyy.20200633]
蔬菜产业大数据平台应用研究
- Title:
- Application Research of Big Data Platform for Vegetable Industry
- 文献标志码:
- A
- 摘要:
- 蔬菜产业链环节复杂、关联影响因素众多，精准监测、优化控制与科学经营管理极其困难。利用大数据技术实现蔬菜产业全要素关联分析，是未来支撑蔬菜产业现代化发展的有效途径。该研究提出了一套蔬菜产业大数据平台建设框架，从蔬菜产业数据来源、采集处理、挖掘分析、平台服务4个方面进行了研究分析，并将平台服务划分为基础服务、应用服务和展示服务。基础服务提供各种数据适配接入和集成共享组件；展示服务提供直观可视化方法，展示数据关联关系与趋势；应用服务提供生产预警、加工冷链物流、市场销售、产业发展等大数据分析服务。平台通过大数据为蔬菜生产、加工、贸易、市场流通、消费等产业环节的管理决策提供支撑，促进我国蔬菜产业现代化转型升级。
- Abstract:
- Vegetable industry chain links are complex,and there are many related factors.It was extremely difficult to accurately monitor,optimize control and manage scientifically.It was an effective way to support the modernization of vegetable industry in the future to use big data technology to realize the correlation analysis of all factors of vegetable industry.The study put forward a framework for the construction of large data platform for vegetable industry,and studied it from four aspects,large data sources for vegetable,collection and processing,mining and analysis,and platform services.Platform services were divided into basic services,application services and display services.Basic services provided various data adapting access and integration sharing components;display services provided visual methods to show data association and trends;application services provided data analysis services such as production early warning,processing cold chain logistics,market sales,industrial development,etc.The platform provides support for management decision-making of vegetable production,processing,trade,market circulation,consumption and other industrial links through big data,and promotes the modernization transformation and upgrading of vegetable industry in China.
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备注/Memo
第一作者简介：孙想（1974-），女，博士，研究员，现主要从事农业智能系统等研究工作。E-mail:sunx@nercita.org.cn.责任作者：吴华瑞（1975-），男，博士，研究员，现主要从事农业智能系统等研究工作。E-mail:wuhr@nercita.org.cn.基金项目：国家大宗蔬菜产业技术体系岗位专家资助项目（CARS-23-C06）。收稿日期：2020-02-24