基于Web of Science和CNKI的湖泊沉积物文献计量分析

Bibliometric analysis of lake sediments based on Web of Science and CNKI

  • 摘要: 为了解湖泊沉积物研究领域现状和未来发展趋势,采用信息可视化、网络分析的研究方法,以Web of Science(WoS)和中国知网(CNKI)数据库中近35年(1985—2019年)湖泊沉积物研究领域的论文作为数据来源绘制社会网络图谱,剖析湖泊沉积物研究领域的发展动态、研究热点及前沿趋势。结果表明:WoS数据库近35年来湖泊沉积物研究领域的发文量呈显著上升趋势,发文量位居前3的国家依次为美国、中国和德国;近5年中国发文量较高,但发文总被引频次相对较低;Bindler R、Birks H J B和Bakke J为该领域以第一作者发文量排名前3的作者,Journal of PaleolimnologyHydrobiologiaLimnology and Oceanography为发文量排名前3的期刊。CNKI数据库的发文量滞后于WoS数据库,国内研究者有偏向于投稿国外期刊的趋势;CNKI数据库中湖泊沉积物研究领域发文量最高的期刊为《湖泊科学》,张恩楼、金章东和薛斌为发文量排名前3的作者。国内外湖泊沉积物研究领域的研究热点大致相同,主要包括沉积物重金属和有机物的污染与风险评估、湖泊沉积物与气候变化研究等方面,未来该领域在正定矩阵因子分析模型和多元统计方法包括相关性分析、聚类分析、因子分析等方向的研究有待进一步加强。

     

    Abstract: To understand the related research situation and future development trend of lake sediment research, the research methods of information visualization and network analysis were adopted, and the social network was drawn based on the papers in the field of lake sediment research for nearly 35 years (1985-2019) from Web of Science (WoS) and CNKI. The development trends, research hotspots and cutting-edge trends in the field of lake sediment research were analyzed. WoS database showed that the number of papers published in the field of lake sediment research at home and abroad showed a significant upward trend in recent 35 years. The top three countries in terms of document volume were the United States, China and Germany. In recent five years, the number of papers published in China was the highest, but the total citation frequency was relatively low. Bindler R, Birks H J B and Bakke J were the top 3 authors in the field.Journal of Paleolimnology, Hydrobiologia,and Limnology and Oceanography were the top 3 journals in this field in WoS database. The results showed that the number of papers published in CNKI database lagged behind that in WoS database, and domestic researchers tended to contribute to foreign journals. Journal of Lake Sciences was the largest source of literatures in CNKI database, among which Zhang Enlou, Jin Zhangdong and Xue Bin were the top three authors. Based on the results of the two databases, the research hotspots in the field of lake sediment research at home and abroad were roughly the same, mainly including the pollution and risk assessment of heavy metals and organic pollutants in sediments, and lake sediments and climate change research, etc. In the future, the research on PMF model and multivariate statistical methods, including correlation analysis, cluster analysis and factor analysis, need to be further strengthened.

     

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