基于分布式的农业气象大数据平台设计与实现
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摘要
介绍了湖南省农业气象大数据平台利用分布式存储与计算架构大数据体系构建,包括数据收集系统、多源数据管理系统、多源数据应用系统和制定数据管理规范。平台了实现对农业气象数据的收集、存储和应用,便于下一步综合运用大数据、云计算、智能化等技术实现气象数据与跨学科、跨行业相关联数据进行深度融合,为"三农"服务、气象防灾减灾提供数据支撑。
This paper introduces the construction of Hunan Agrometeorological Big Data Platform using distributed storage and computing architecture, including data collection system, multi-source data management system, multi-source data application system and data management specification. The platform realizes the collection, storage and application of agricultural meteorological data, and facilitates the comprehensive use of big data, cloud computing, intelligent technology and other technologies to realize the deep integration of meteorological data and interdisciplinary and cross-industry related data for the "three rural" services. Data support for meteorological disaster prevention and mitigation.
This paper introduces the construction of Hunan Agrometeorological Big Data Platform using distributed storage and computing architecture, including data collection system, multi-source data management system, multi-source data application system and data management specification. The platform realizes the collection, storage and application of agricultural meteorological data, and facilitates the comprehensive use of big data, cloud computing, intelligent technology and other technologies to realize the deep integration of meteorological data and interdisciplinary and cross-industry related data for the "three rural" services. Data support for meteorological disaster prevention and mitigation.
引文
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[2]宫夏屹,李伯虎,柴旭东,等.大数据平台技术综述[J].系统仿真学报,2014,26(3):489-496.
[3]中国气象局减灾司关于印发《全国智慧农业气象服务平台数据存储规范(试行)》的通知[EB/OL].http://www.cma.gov.cn/root7/auto13139/201612/t20161213_349710.html.
[4]张洁,薛胜军.云计算环境下气象大数据服务的应用[J].安徽农业科学,2016,44(5):298-301.
[5]宋杰,孙宗哲,毛克明,等.MapReduce大数据处理平台与算法研究进展[J].软件学报,2017,28(3):514-543.
[6]孟小峰,慈祥.大数据管理:概念技术与挑战[J].计算机研究与发展,2013,50(1):146-169.
[7]陈娜,徐歆壹,宋红兵,等.基于Hadoop的电信BSS大数据平台建设研究[J].电信科学,2013(3):36-40.