利用大数据增强地理信息系统:最新进展综述

Ebtsam Elsahlamy, Abeer Eshra, N. Eshra, N. El-Fishawy
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引用次数: 0

摘要

在过去的几十年里,地理信息系统(GIS)的使用效率很高,服务器可以处理所使用的大量数据。然而,随着地理大数据规模和复杂性的增长,数据的存储、管理、处理、分析、可视化和质量确认变得更加困难。学术界、工业界、政府和其他机构对这些信息越来越感兴趣。这就是众所周知的大数据。由于这类数据最近变得非常庞大,因此需要开发处理大数据的方法并对其进行分析以跟上发展的步伐。本文对大数据和GIS在不同应用领域的研究进行了综述。此外,我们重点关注农业领域,这被认为是经济的最重要来源之一。本研究领域产生的结果有助于决策者制定合理的执行步骤,以达到更好的生产。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Empowering GIS with Big Data: A review of recent advances
In the past few decades, the use of geographic information systems (GIS) was efficient with servers that could handle the amount of data used. However, as geographical big data grows in size and complexity, storing, managing, processing, analyzing, visualizing, and confirming data quality becomes more difficult. Academia, industry, government, and other institutions are increasingly interested in this information. It’s known as Big Data. Since that kind of data recently became massive, there was a need to develop methods to deal with big data and analyze it to keep pace with development. In this paper, we review the previous studies that involve both Big Data and GIS in different applications. Moreover, we focus on the field of agriculture, which is considered one of the most important sources of the economy. Produced results in this research area help decision-makers to make sound executive steps to reach better production.
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