Keyword network analysis: Uncovering research trends on the Northern Sea Route

IF 3.3 Q2 TRANSPORTATION
Thi Le Hang Nguyen, Sung-Hoon Park, Gi-Tae Yeo
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引用次数: 4

Abstract

The Northern Sea Route (NSR) has gradually become viable because of sea ice melting in the Artic. There is a large and diverse body of research on the NSR, investigating aspects such as weather, the environment, legal security, infrastructure and technologies, shipping transportation, and economic issues. However, there has been scant research carried out from a macroscopic perspective on NSR research trends. The purpose of this study is to analyze the trends in research about the NSR by applying a social network analysis. By collecting keywords from academic papers on the NSR, a network of keywords and two indexes (degree centrality and betweenness centrality) are accessed and analyzed. The results show that the trends can be divided into three periods (1899–1999, 2000–2009, 2010–2019). Throughout all periods, the issue of climate change causing the ice in the Arctic to melt has been a consideration for many scholars. In addition, “national security” and “oil exploitation” were important keywords in the first period. In the second period (2000–2010), in addition to words related to the environment, such as “sea ice” and “climate change,” the term “ocean transport” appears and becomes a central topic of research. This is because when the NSR has a non-icy period, ocean transport through the NSR can be deployed. The research trends become obvious in the third period (2011–2019) with two primary research areas: climate change and shipping area, which accurately measure the benefit and cost. This paper shows the importance of the NSR, reviews the main research topics involving the NSR, and informs researchers and authorities as to the trends in academic research on the NSR.

关键词网络分析:揭示北海航线研究趋势
由于北极海冰的融化,北方航道(NSR)逐渐变得可行。关于“北方航道”的研究范围广泛而多样,涉及天气、环境、法律安全、基础设施和技术、航运运输和经济问题等方面。然而,从宏观角度对噪音感应强的研究趋势进行的研究却很少。本研究的目的是运用社会网络分析的方法,来分析“强听音”的研究趋势。通过收集NSR学术论文中的关键词,访问并分析了一个关键词网络和两个指标(度中心性和中间中心性)。结果表明,该趋势可分为1899-1999年、2000-2009年、2010-2019年三个时期。在所有时期,气候变化导致北极冰融化的问题一直是许多学者考虑的问题。此外,“国家安全”和“石油开采”是第一阶段的重要关键词。在第二个时期(2000-2010年),除了“海冰”和“气候变化”等与环境相关的词汇外,“海洋运输”一词出现并成为研究的中心主题。这是因为当“噪音感应强的海域”处于非冰期时,可以部署通过“噪音感应强的海域”的海洋运输。第三阶段(2011-2019年)研究趋势明显,主要研究两个领域:气候变化和航运面积,准确衡量了收益和成本。本文阐述了“声音感应强的地方”的重要性,综述了涉及“声音感应强的地方”的主要研究课题,并向研究人员和权威人士介绍了“声音感应强的地方”的学术研究趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.80
自引率
6.50%
发文量
23
审稿时长
92 days
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