文献计量分析在快速检索文献中的应用——以土壤氨挥发为例

doi:10.11924/j.issn.1000-6850.casb2020-0202

中国农学通报 ›› 2021, Vol. 37 ›› Issue (1): 147-157.doi: 10.11924/j.issn.1000-6850.casb2020-0202

文献计量分析在快速检索文献中的应用——以土壤氨挥发为例

吴汉卿¹(), 张宝贵¹, 王学霞²^,³, 曹兵²^,³, 陈立娟⁴, 刘杰⁴, 陈延华²^,³()

¹中国农业大学土地科学与技术学院,北京 100193
²北京市农林科学院植物营养与资源研究所,北京 100097
³北京市缓控释肥料工程技术研究中心,北京 100097
⁴禹城市农业农村局,山东禹城 251200

收稿日期:2020-06-23 修回日期:2020-11-09 出版日期:2021-01-05 发布日期:2020-12-25
通讯作者: 陈延华
作者简介:吴汉卿,男,1992年出生,安徽枞阳人,博士研究生,研究方向为土壤氮素转化研究。通信地址：100193 北京市海淀区圆明园西路2号中国农业大学土地科学与技术学院,E-mail：hqwu@cau.edu.cn。
基金资助:
国家重点研发计划(2017YFD0200705);国家重点研发计划“农业面源污染和重金属污染监测技术与监管平台研发”(2016YFD0800906);北京市农林科学院青年基金(QNJJ201907)

The Method of Literature Retrieval via Biliometric Analysis:Taking Soil Ammonia Volatilization as an Example

Wu Hanqing¹(), Zhang Baogui¹, Wang Xuexia²^,³, Cao Bing²^,³, Chen Lijuan⁴, Liu Jie⁴, Chen Yanhua²^,³()

¹College of Land Science and Technology, China Agricultural University, Beijing 100193
²Institute of Plant Nutrition and Resources, Beijing Academy of Agricultural and Forestry Sciences, Beijing 100097
³Beijing Engineering Technology Research Center for Slow/ Controlled-Release Fertilizer, Beijing 100097
⁴Agricultural and Rural Bureau of Yucheng, Yucheng Shandong 251200

Received:2020-06-23 Revised:2020-11-09 Online:2021-01-05 Published:2020-12-25
Contact: Chen Yanhua

摘要/Abstract

摘要：

为解决关注的研究领域中检索关键文献效率低的问题,本研究利用R语言bibliometrix包,以土壤氨(NH₃)挥发为例,进行文献计量分析（包括关键词共现分析、共词分析及高被引论文分析）,探索文献计量分析在Web of Science核心数据库中精确快速检索文献的方法。研究发现,第一次文献检索时,输入少量简单关键词（土壤氨挥发）,检索出来的文献数量达到3573篇,且其中的高被引论文多数与主题词关系不大。对第一次检索结果进行文献计量分析,根据关键词聚类、共词分析结果,增加了关键词进一步检索文献,进行上述过程2次后,检索的文献数目已降至160篇,其中的Top 10高被引论文与检索主题（土壤NH₃挥发）紧密相关。此时,假设需进一步精确查找关于土壤NH₃挥发与水分、温度、管理方面研究文献,再次分别增加关键词进一步检索,分别检索出26、20和28篇相关文献,且关键词及高被引论文分析结果也再次验证了方法的准确性。本研究中利用文献计量分析快速检索权威、关键文献的方法切实可行。在大数据背景下,文献计量结合R-bibliometrix工具,有助于快速、精确地检索关键文献、获取科研思路及解决方法。

关键词: 文献计量分析, 共现分析, 共词分析, 文献检索, 方法, 土壤氨挥发, R语言

Abstract:

Based on the Web of Science core collection database, the study used the R-bibliometrix package for literature biliometric analysis such as keyword co-occurrence analysis, co-word analysis and high cited publications analysis taking soil ammonia volatilization as an example, and explored a practical method of literature retrieval by using literature biliometric analysis so as to quickly find key literatures that are closely related to research topics in a huge literature database. The results showed the number of retrieved literatures was 3573 (a large number) and the majority of the Top 10 highly cited publications had little to do with soil ammonia volatilization after first literature retrieval via entering a few easy-to-think keywords like soil ammonia volatilization. Then the first retrieved literature data was biliometric analyzed to get keyword co-occurrence network map, keywords conceptual structure map and Top 10 highly cited publications. According to the above-mentioned results, we screened and eliminated the inconsequential keywords, and then refined search for the second literature retrieval. After performing the process twice, the number of retrieved literatures had dropped to 160, among which the Top 10 highly cited publications were closely related to the research topic. And then we hypothesized that the key literatures about the relationships between soil NH₃ volatilization and water, temperature, management needed to be accurately retrieved. The results by using the above-mentioned method demonstrated that only 26, 20, and 28 related literatures were retrieved, respectively. Therefore, the feasibility of the method was verified. Consequently, the method of literature retrieval by using literature biliometric analysis is feasible to accurately retrieve key literatures. Furthermore, the method of literature retrieval by using R-biliometrix tool based on big data could help researchers retrieve key literatures, find scientific gaps, determine scientific problems, and obtain scientific research ideas and solutions.

Key words: biliometric analysis, co-occurrence analysis, co-word analysis, literature retrieval, method, soil ammonia volatilization, R programming language

中图分类号:

X53
S153

吴汉卿, 张宝贵, 王学霞, 曹兵, 陈立娟, 刘杰, 陈延华. 文献计量分析在快速检索文献中的应用——以土壤氨挥发为例[J]. 中国农学通报, 2021, 37(1): 147-157.

Wu Hanqing, Zhang Baogui, Wang Xuexia, Cao Bing, Chen Lijuan, Liu Jie, Chen Yanhua. The Method of Literature Retrieval via Biliometric Analysis:Taking Soil Ammonia Volatilization as an Example[J]. Chinese Agricultural Science Bulletin, 2021, 37(1): 147-157.

图/表 10

参考文献 48

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文献检索频次	剔除的关键词
第二次	animal slurry; pig slurry; cattle slurry; nitrification inhibitor; dicyandiamide (DCD); oxidation; archaea; nitrifier denitrification; ammonia oxidizing bacteria; ammonia oxidizing archaea; diversity; abundance; methane emissions; carbon dioxide; greenhouse gas emissions; nitrous oxide emissions; N₂O emissions
第三次	compensation point; vegetation; fluxes; exchange; nitrogen deposition; dry deposition; atmospheric ammonia; atmosphere; leaves; NH₃; forest; United States; deposition; model; acidification; transport; plant; emissions; chemical amendments; runoff; broiler litter; poultry litter; manure; availability; amendments; sulfate; phosphate

文献检索频次	剔除的关键词
第二次	animal slurry; pig slurry; cattle slurry; nitrification inhibitor; dicyandiamide (DCD); oxidation; archaea; nitrifier denitrification; ammonia oxidizing bacteria; ammonia oxidizing archaea; diversity; abundance; methane emissions; carbon dioxide; greenhouse gas emissions; nitrous oxide emissions; N₂O emissions
第三次	compensation point; vegetation; fluxes; exchange; nitrogen deposition; dry deposition; atmospheric ammonia; atmosphere; leaves; NH₃; forest; United States; deposition; model; acidification; transport; plant; emissions; chemical amendments; runoff; broiler litter; poultry litter; manure; availability; amendments; sulfate; phosphate

排序	第一作者	年份	期刊	标题	总被引频次	年均被引频次
1	Haynes	1993	Advances in Agronomy	Nutrient cycling and soil fertility in the grazed pasture ecosystem	770	29.6
2	Bouwman	1997	Global Biogeochemical Cycles	A global high-resolution emission inventory for ammonia	641	29.1
3	Jones	2012	Soil Biology and Biochemistry	Biochar-mediated changes in soil quality and plant growth in a three year field trial	391	55.9
4	Cassman	1998	Field Crops Research	Opportunities for increased nitrogen-use efficiency from improved resource management in irrigated rice systems	301	14.3
5	Howarth	2002	Estuaries	Sources of nutrient pollution to coastal waters in the United States: Implications for achieving coastal water quality goals	285	16.8
6	Wassenaar	1995	Applied Geochemistry	Evaluation of the origin and fate of nitrate in the Abbotsford Aquifer using the isotopes of ¹⁵N and ¹⁸O in NO₃^-	284	11.8
7	Holland	1999	Biogeochemistry	Contemporary and pre-industrial global reactive nitrogen budgets	270	13.5
8	Aerts	1999	Agriculture, Ecosystems & Environment	Polyphenols and agriculture: beneficial effects of proanthocyanidins in forages	261	13.1
9	Howarth	2002	Ambio	Nitrogen use in the United States from 1961-2000 and potential future trends	228	13.4
10	Sims	1994	Advances in Agronomy	Poultry waste management: Agricultural and environmental issues	224	9.0

排序	第一作者	年份	期刊	标题	总被引频次	年均被引频次
1	Haynes	1993	Advances in Agronomy	Nutrient cycling and soil fertility in the grazed pasture ecosystem	770	29.6
2	Bouwman	1997	Global Biogeochemical Cycles	A global high-resolution emission inventory for ammonia	641	29.1
3	Jones	2012	Soil Biology and Biochemistry	Biochar-mediated changes in soil quality and plant growth in a three year field trial	391	55.9
4	Cassman	1998	Field Crops Research	Opportunities for increased nitrogen-use efficiency from improved resource management in irrigated rice systems	301	14.3
5	Howarth	2002	Estuaries	Sources of nutrient pollution to coastal waters in the United States: Implications for achieving coastal water quality goals	285	16.8
6	Wassenaar	1995	Applied Geochemistry	Evaluation of the origin and fate of nitrate in the Abbotsford Aquifer using the isotopes of ¹⁵N and ¹⁸O in NO₃^-	284	11.8
7	Holland	1999	Biogeochemistry	Contemporary and pre-industrial global reactive nitrogen budgets	270	13.5
8	Aerts	1999	Agriculture, Ecosystems & Environment	Polyphenols and agriculture: beneficial effects of proanthocyanidins in forages	261	13.1
9	Howarth	2002	Ambio	Nitrogen use in the United States from 1961-2000 and potential future trends	228	13.4
10	Sims	1994	Advances in Agronomy	Poultry waste management: Agricultural and environmental issues	224	9.0

排序	第一作者	年份	期刊	标题	总被引频次	年均被引频次
1	Haynes	1993	Advances in Agronomy	Nutrient cycling and soil fertility in the grazed pasture ecosystem	770	29.6
2	Ledgard	1999	Journal of Agricultural Science	Nitrogen inputs and losses from clover/grass pastures grazed by dairy cows, as affected by nitrogen fertilizer application	195	9.8
3	Mikkelsen	1978	Soil Science Society of America Journal	Ammonia volatilization losses from flooded rice soils	144	3.5
4	Bristow	1992	Journal of the Science of Food and Agriculture	Nitrogenous constituents in the urine of cattle, sheep and goats	140	5.2
5	Bouwmester	1985	Soil Science Society of America Journal	Effect of environmental factors on ammonia volatilization from a urea fertilized soil	138	4.1
6	Vlek	1979	Soil Science Society of America Journal	Effect of nitrogen source and management on ammonia volatilization losses from flooded rice- soil systems	98	2.5
7	Witter	1988	Biological Wastes	Nitrogen losses during the composting of sewagesludge, and the effectiveness of clay soil, zeolite, and compost in adsorbing the volatilized ammonia	95	3.1
8	Scheerell	2005	Phytopathology	Suppression of seedling damping-off caused by Pythium ultimum, P. irregulare, and Rhizoctonia solani in container media amended with a diverse range of Pacific northwest compost sources	89	6.4
9	Black	1987	Journal of Soil Science	Effect of timing of simulated rainfall on ammonia volatilization from urea, applied to soil of varying moisture content	88	2.8
10	Hungria	2006	Canadian Journal of Soil Science	Nitrogen nutrition of soybean in Brazil: Contributions of biological N₂fixation and N fertilizer to grain yield	86	6.6

文献计量分析在快速检索文献中的应用——以土壤氨挥发为例

The Method of Literature Retrieval via Biliometric Analysis:Taking Soil Ammonia Volatilization as an Example

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排序	第一作者	年份	期刊名称	论文题目	总被引频次	年均被引频次
1	Vymazal	2007	Science of the Total Environment	Removal of nutrients in various types of constructed wetlands	1157	96.3
2	Ju	2009	Proceedings of the National Academy of Sciences of the United States of America	Reducing environmental risk by improving N management in intensive Chinese agricultural systems	1033	103.3
3	Wrage	2001	Soil Biology and Biochemistry	Role of nitrifier denitrification in the production of nitrous oxide	985	54.7
4	Liu	2013	Nature	Enhanced nitrogen deposition over China	895	149.2
5	Mosier	1998	Nutrient Cycling in Agroecosystems	Closing the global N₂O budget: nitrous oxide emissions through the agricultural nitrogen cycle - OECD/IPCC/IEA phase II development of IPCC guidelines for national greenhouse gas inventory methodology	794	37.8
6	Haynes	1993	Advances in Agronomy	Nutrient cycling and soil fertility in the grazed pasture ecosystem	770	29.6
7	Bouwman	1997	Global Biogeochemical Cycles	A global high -resolution emission inventory for ammonia	641	29.1
8	Bouwman	1996	Nutrient Cycling in Agroecosystems	Direct emission of nitrous oxide from agricultural soils	537	23.3
9	Krupa	2003	Environmental Pollution	Effects of atmospheric ammonia (NH₃) on terrestrial vegetation: a review	457	28.6
10	Di	2009	Nature Geoscience	Nitrification driven by bacteria and not archaea in nitrogen-rich grassland soils	442	44.2

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