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A smart meteorological service model based on big Data: A value creation perspective

机译:基于大数据的智能气象服务模型:价值创造的视角

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With the rapid development of cloud computing, the Internet of things, big data has become one of the hot spots of society, but also a major focus of applied research, made many service sectors to become data-driven organizations, which exploit the value of big data resources to gain competitive advantage. The meteorological department and the Internet online monitoring collected a large number of meteorological data, deeply develop meteorological data value by using big data analysis method, also by comparing the data and model analysis technology. Within this paper, a literature review, surveys and expert interviews were used in this research paradigm, it analyzed the meteorological observation data management service system, proposed a value-driven smart meteorological service model based on big data. The aim of this paper is to construct a value-driven smart meteorological big data service model that includes resource collaboration, technical collaboration, and service collaboration, optimize the meteorological forecast processes. This promotes meteorological related services products more fine, more accurate and longer forecast timeliness in meteorological disaster prevention and mitigation, public transportation, flood control and drought, agricultural production, transportation and other areas.
机译:随着云计算的飞速发展,物联网,大数据已成为社会的热点之一,同时也是应用研究的主要重点,使许多服务领域成为数据驱动型组织,它们充分利用了云计算的价值。大数据资源以获得竞争优势。气象部门和互联网在线监测收集了大量的气象数据,运用大数据分析方法,并通过对数据和模型分析技术的比较,深刻地发展了气象数据的价值。在本文的研究范式中,采用了文献综述,调查和专家访谈的方式,分析了气象观测数据管理服务系统,提出了一种基于大数据的价值驱动的智能气象服务模型。本文旨在构建一种价值驱动的智能气象大数据服务模型,该模型包括资源协作,技术协作和服务协作,以优化气象预报过程。这促进了气象相关服务产品在气象防灾减灾,公共交通,防洪抗旱,农业生产,运输等领域的更精细,更准确和更长的预测及时性。

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