基于Citespace的作物需水研究知识图谱分析
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S274.4;TV93

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国家自然科学基金(51779114);辽宁省重点研发计划(2020JH2/10200043)


Knowledge map analysis of crop water requirement research based on Catespace
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    摘要:

    利用文献计量Citespace可视化分析软件,采用文献计量、共被引分析、引文网络结构变换、可视化等方法探究作物需水研究领域发展现状,绘制作物需水研究领域的科学合作、学科发展演化规律、潜在影响力文献或主题结构网络等知识图谱,以找出作物需水研究领域的科学合作特征、研究主题的演化规律并预测具有潜在影响力的主题和学者。研究发现:机构合作网络十分复杂,研究的高热度区域主要有美国、欧洲、印度等国家与地区;研究主题呈多元化发展趋势,由“海水养殖废水灌溉”逐渐发展成以研究方法和研究问题为导向的七大研究主题;通过引文网络结构变换网络预测出具有潜在影响力的文献有Jalava M(2016)、Toumi J(2016)、Wang W G(2017)等,具有潜在影响力的主题有“reflectance based crop coefficient”和“lpjml mode”。此次研究可对作物需水研究领域提供了一定的方向预测及理论参考。

    Abstract:

    The current situation in the research field of crop water requirement is explored by using the methods of bibliometrics, co-citation analysis, citation network structure transformation and visualization based on the visual analysis software CiteSpace of bibliometrics. The knowledge maps of scientific cooperation, discipline development and evolution, and potential influence literatures or subject structure network in the research field of crop water requirement are drawn in order to find out the characteristics of scientific cooperation and the evolution laws of research topics, and to predict the potential influential topics and scholars. The research findings are as follows: (1)The network of institutional cooperation is very complex, and the high-temperature research areas mainly include the United States, Europe, India. (2)The research topics in the research field of crop water requirement are diversified. The research theme has gradually developed from “mariculture waste water irrigation” to seven research themes oriented by research methods and problems. (3)Through the citation network structure transformation network, it is predicted that the potential influential literatures are Jalava M(2016), Toumi J(2016)and Wang W G(2017), and the potential influential topics are the reflectance-based crop coefficient and the lpjml model. These research results may provide a theoretical reference for the relative researchers to predict crop water requirement in a certain direction.

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曹永强,齐静威,王菲,等.基于Citespace的作物需水研究知识图谱分析[J].水利经济,2021,39(2):55-62.(CAO Yongqiang, QI Jingwei, WANG Fei, et al. Knowledge map analysis of crop water requirement research based on Catespace[J]. Journal of Economics of Water Resources,2021,39(2):55-62.(in Chinese))

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  • 收稿日期:2020-06-02
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  • 在线发布日期: 2021-04-14
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