面向云计算的多源海洋数据集成与应用研究

Research on integration and application of multi-source marine data for cloud computing

海洋信息化建设为我国从海洋大国到海洋强国转型奠定坚实基础。随着海洋数据采集技术的不断进步,采集手段多样化,数据呈现出异构性、复杂性等特点,数据量急剧增加。如何实现对海洋大数据的高效管理成为海洋信息化建设过程中的研究重点。云计算技术具有强大的存储和计算能力,为海洋大数据管理提供了一种新的解决思路。本文调研主要的海洋数据源,研究贝叶斯粗糙集原理,在此基础上提出多源海洋云数据深度集成模型。

Marine information construction in our country and lay a solid foundation from marine power to marine power transformation. With the continuous progress of marine data acquisition technology,data acquisition means diversification,showing the heterogeneity and complexity,a sharp increase in the amount of data. How to realize the efficient management of large marine data has become the key point in the process of the construction of marine information. Cloud computing technology has powerful storage and computing capabilities,which provides a new solution for the management of ocean data. This paper investigates the main source of marine data,Bayesian Rough Set principle,put forward on the basis of multi-source marine cloud data depth integrated model.