基于Web of Science和CNKI的湖泊沉积物文献计量分析

张雅然; 付正辉; 王书航; 姜霞; 许野; 李薇

doi:10.12153/j.issn.1674-991X.20210113

基于Web of Science和CNKI的湖泊沉积物文献计量分析

doi: 10.12153/j.issn.1674-991X.20210113

张雅然^{1, 2,},
付正辉^{2, 3, ,},
王书航^{2, 3},
姜霞^{2, 3},
许野¹,
李薇¹

1.
华北电力大学环境科学与工程学院
2.
湖泊水污染治理与生态修复技术国家工程实验室, 中国环境科学研究院
3.
国家环境保护湖泊污染控制重点实验室, 中国环境科学研究院

基金项目: 中央级公益性科研院所基本科研业务专项（2020YSKY-014）

详细信息

作者简介:
张雅然（1998—），女，硕士研究生，主要从事湖泊水环境管理研究，1010840371@qq.com

通讯作者:
付正辉（1988—），男，助理研究员，主要从事环境规划与管理研究， fzh@pku.edu.cn

中图分类号: X524
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- 被引次数: 0
出版历程
- 收稿日期: 2021-04-07

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

ZHANG Yaran^{1, 2
,},
FU Zhenghui^{2, 3
, ,},
WANG Shuhang^{2, 3},
JIANG Xia^{2, 3},
XU Ye¹,
LI Wei¹

1.
College of Environmental Sciences and Engineering, North China Electric Power University
2.
National Engineering Laboratory for Lake Pollution Control and Ecological Restoration, Chinese Research Academy of Environmental Sciences
3.
State Environmental Protection Key Laboratory for Lake Pollution Control, Chinese Research Academy of Environmental Sciences

摘要

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 Paleolimnology、Hydrobiologia和Limnology 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。
- 湖泊沉积物 /
- 网络分析 /
- 文献计量学 /
- CiteSpace软件 /
- Web of Science(WoS) /
- 知网(CNKI)
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.
- lake sediments /
- network analysis /
- bibliometrics /
- CiteSpace software /
- Web of Science(WoS) /
- CNKI

HTML全文

图 1 WoS中1985—2019年湖泊沉积物研究领域发文量

Figure 1. Number of published papers in the field of lake sediments from 1985 to 2019 in WoS

下载: 全尺寸图片幻灯片

图 2 WoS中湖泊沉积物研究领域国家之间研究合作网络图谱

注：节点的大小和颜色分别表示发文量和节点所属的集群，其中绿色圆圈代表美国集群，蓝色圆圈代表中国-加拿大集群，红色圆圈代表德国集群；节点之间线条的粗细代表国家之间合作的强度^[33]，线条越粗，表示国家之间的合作越强。

Figure 2. Research collaboration network between countries in the field of lake sediments in WoS

下载: 全尺寸图片幻灯片

图 3 WoS中湖泊沉积物研究领域作者间合作网络图谱

注：由于名字相同的作者不能区分开，同一作者使用不同的名字时，也不能合并。

Figure 3. Map of the inter author collaboration network in the field of lake sediments in WoS

下载: 全尺寸图片幻灯片

图 4 WoS中湖泊沉积物研究领域关键词共现图谱

Figure 4. Key words co-occurrence atlas in the field of lake sediments in WoS

下载: 全尺寸图片幻灯片

图 5 WoS中2015—2019年湖泊沉积物研究领域关键词聚类分析图谱

Figure 5. Keywords cluster analysis map of the field of lake sediments from 2015 to 2019 in WoS

下载: 全尺寸图片幻灯片

图 6 CNKI中1985—2019年湖泊沉积物研究领域发文量

Figure 6. Number of publications in the field of lake sediments in China from 1985 to 2019 in CNKI

下载: 全尺寸图片幻灯片

图 7 CNKI中湖泊沉积物研究领域排名前10的作者合作网络图谱

注：节点之间连线代表合作的紧密性，连线数量越多，表示合作越紧密；连线越粗，表示合作次数越多。

Figure 7. An atlas of top 10 partners in the field of lake sediments in CNKI

下载: 全尺寸图片幻灯片

图 8 CNKI中2000—2019年湖泊沉积物研究领域论文关键词的时间聚图谱

Figure 8. Temporal clustering of key words in the field of lake sediments from 2000 to 2019 in CNKI

下载: 全尺寸图片幻灯片

图 9 CNKI中湖泊沉积物研究领域论文来源期刊与学科分布

Figure 9. Source journals and discipline distribution of papers in the field of lake sediments in CNKI

下载: 全尺寸图片幻灯片

表 1 WoS中1985—2019年湖泊沉积物研究领域以第一作者发文量排名前10的作者的发文情况

Table 1. Top 10 authors ranked by the number of first authors in the field of lake sediments from 1985 to 2019 in WoS

排序	第一作者	所属国家	所属机构	发文量/篇
1	Smol J P	加拿大	皇后大学	73
2	Brauer A	德国	波茨坦大学	59
3	Rose N L	英国	伦敦大学学院	58
4	Renberg I	瑞典	于默奥大学	57
5	Zolitschka B	德国	布莱梅大学	49
6	Wolfe A P	加拿大	阿尔伯塔大学	46
7	Appleby P G	英格兰	利物浦大学	45
8	Grosjean M	瑞士	伯尔尼大学	44
9	Bjorck S	瑞典	隆德大学	44
10	Wang Y	中国	西安建筑科技大学	42

下载: 导出CSV

表 2 WoS中1985—2019年湖泊沉积物研究领域被引次数排名前10的论文

Table 2. Top 10 cited papers in the field of lake sediments from 1985 to 2019 in WoS

排名	篇名	发表年份	总被引次数/次	年平均被引次数/次
1	Loss on ignition as a method for estimating organic and carbonate content in sediments:reproducibility and comparability of results	2001	2 534	126.70
2	PAHs in the Fraser River Basin:a critical appraisal of PAH ratios as indicators of PAH source and composition	2002	2 446	128.74
3	Oxygen and hydrogen isotopes in the hydrologic cycle	1996	1 272	50.88
4	Dissimilatory Fe(Ⅲ) and Mn(Ⅳ) reduction	1991	1 259	41.97
5	Search for past life on Mars:possible relic biogenic activity in Martian meteorite ALH84001	1996	1 191	47.64
6	Energetics of syntrophic cooperation in methanogenic degradation	1997	1 112	46.33
7	Lacustrine organic geochemistry:an overview of indicators of organic matter sources and diagenesis in lake sediments	1993	1 084	38.71
8	Biomass burning:a review of organic tracers for smoke from incomplete combustion	2002	906	47.68
9	Correlation between climate events in the north-atlantic and China during last glaciation	1995	902	34.69
10	Applications of organic geochemistry to paleolimnological reconstructions: a summary of examples from the Laurentian Great Lakes	2003	861	47.83

下载: 导出CSV

参考文献(38)

[1]	金相灿, 王圣瑞, 席海燕.湖泊生态安全及其评估方法框架[J]. 环境科学研究,2012,25(4):357-362. JIN X C, WANG S R, XI H Y. Lake ecological security and assessment methodology framework[J]. Research of Environmental Sciences,2012,25(4):357-362.
[2]	车霏霏, 陈俊伊, 王书航, 等.南湖水系水-沉积物磷时空分布、影响因素及控制对策[J]. 环境工程技术学报,2020,10(6):928-935. doi: 10.12153/j.issn.1674-991X.20200068 CHE F F, CHEN J Y, WANG S H, et al. Spatio-temporal distribution, influencing factors and control strategies of phosphorus in water-sediment of Nanhu Lake water system[J]. Journal of Environmental Engineering Technology,2020,10(6):928-935. doi: 10.12153/j.issn.1674-991X.20200068
[3]	杨文焕, 张元, 王志超, 等.寒旱区湖泊沉积物中固氮微生物群落特征: 以包头南海湖为例[J]. 中国环境科学,2020,40(6):2674-2682. doi: 10.3969/j.issn.1000-6923.2020.06.038 YANG W H, ZHANG Y, WANG Z C, et al. Community characteristics of nitrogen-fixing microorganisms in lake sediment: taking Nanhaihu Lake as example[J]. China Environmental Science,2020,40(6):2674-2682. doi: 10.3969/j.issn.1000-6923.2020.06.038
[4]	沈颜奕, 陈星.城市湖泊生态系统健康评价与修复研究[J]. 水资源与水工程学报,2017,28(2):82-85. doi: 10.11705/j.issn.1672-643X.2017.02.14 SHEN Y Y, CHEN X. Study on health assessment and restoration of urban lake ecosystem[J]. Journal of Water Resources and Water Engineering,2017,28(2):82-85. doi: 10.11705/j.issn.1672-643X.2017.02.14
[5]	刘广容. 湖泊底泥污染化学钝化与电动生物修复研究[D]. 武汉: 武汉大学, 2010.
[6]	Jr MOORE A, REDDY K R. Role of eh and pH on phosphorus geochemistry in sediments of Lake Okeechobee, Florida[J]. Journal of Environmental Quality,1994,23(5):955-964.
[7]	王坤, 张岚, 姜霞, 等.高原深水湖泊沉积物重金属背景值研究及潜在生态风险评估[J]. 环境科学研究,2018,31(12):2124-2132. WANG K, ZHANG L, JIANG X, et al. Determination of background value and potential ecological risk of heavy metals in sediments of a deep plateau lake[J]. Research of Environmental Sciences,2018,31(12):2124-2132.
[8]	沈吉.湖泊沉积研究的历史进展与展望[J]. 湖泊科学,2009,21(3):307-313. doi: 10.3321/j.issn:1003-5427.2009.03.001 SHEN J. Progress and prospect of palaeolimnology research in China[J]. Journal of Lake Sciences,2009,21(3):307-313. doi: 10.3321/j.issn:1003-5427.2009.03.001
[9]	NIPKOW T, WENZEL M, PAULSON L C. Isabelle/HOL[M]. Berlin, Heidelberg: Springer Berlin Heidelberg, 2002.
[10]	RITTENBERG S C, EMERY K O, ORR W L. Regeneration of nutrients in sediments of marine basins[J]. Deep Sea Research (1953),1955,3(1):23-45. doi: 10.1016/0146-6313(55)90034-4
[11]	馬溶之.四川威遠附近地質對土壤之影響[J]. 地质论评,1940(6):521-532.
[12]	熊毅.江西更新统粘土之性质及其生成[J]. 地质论评,1944(增刊1):109-120.
[13]	王苏民, 薛滨.中更新世以来若尔盖盆地环境演化与黄土高原比较研究[J]. 中国科学(D辑:地球科学),1996,26(4):323-328.
[14]	沈吉, 吕厚远, 王苏民, 等.错鄂孔深钻揭示的青藏高原中部2.8 MaBP以来环境演化及其对构造事件响应[J]. 中国科学(D辑:地球科学),2004,34(4):359-366.
[15]	王崇德.论文献计量学的测量[J]. 情报科学,1988,6(1):7-15. WANG C D. On the measurement of bibliometrics[J]. Information Science,1988,6(1):7-15.
[16]	HSIEH W H, CHIU W T, LEE Y S, et al. Bibliometric analysis of patent ductus arteriosus treatments[J]. Scientometrics,2004,60(2):105-215. doi: 10.1023/B:SCIE.0000027793.12866.58
[17]	HO Y S. Bibliometric analysis of adsorption technology in environmental science[J]. Journal of Environmental Protection Science,2007,1(1):1-11.
[18]	CHEN S R, CHIU W T, HO Y S. Asthma in children: mapping the literature by bibliometric analysis[J]. Revue Française d'Allergologie et d'Immunologie Clinique,2005,45(6):442-446.
[19]	GLÄNZEL W, SCHUBERT A, CZERWON H J. A bibliometric analysis of international scientific cooperation of the European Union (1985-1995)[J]. Scientometrics,1999,45(2):185-202. doi: 10.1007/BF02458432
[20]	RAAN A. Advanced bibliometric methods for the evaluation of universities[J]. Scientometrics,1999,45(3):417-423. doi: 10.1007/BF02457601
[21]	WANG M H, YU T C, HO Y S. A bibliometric analysis of the performance of Water Research[J]. Scientometrics,2010,84(3):813-820. doi: 10.1007/s11192-009-0112-0
[22]	ABRAMO G, D’ANGELO C A, VIEL F. The field-standardized average impact of national research systems compared to world average: the case of Italy[J]. Scientometrics,2011,88(2):599-615. doi: 10.1007/s11192-011-0406-x
[23]	WANG Y R, WANG Q J, WEI X Z, et al. Global scientific trends on exosome research during 2007-2016: a bibliometric analysis[J]. Oncotarget,2017,8(29):48460-48470. doi: 10.18632/oncotarget.17223
[24]	张媛, 张艳杰, 朱静, 等.基于文献计量的湿地构建前沿进展[J]. 环境工程技术学报,2021,11(1):107-113. doi: 10.12153/j.issn.1674-991X.20200050 ZHANG Y, ZHANG Y J, ZHU J, et al. A bibliometric analysis of the frontier progress in wetland construction[J]. Journal of Environmental Engineering Technology,2021,11(1):107-113. doi: 10.12153/j.issn.1674-991X.20200050
[25]	蔡深文, 高智席, 颜雄, 等.基于Web of Science的河流重金属污染文献计量分析[J]. 长江科学院院报,2018,35(10):53-57. doi: 10.11988/ckyyb.20170334 CAI S W, GAO Z X, YAN X, et al. Bibliometric analysis of heavy metal pollution in river indexed by Web of Science[J]. Journal of Yangtze River Scientific Research Institute,2018,35(10):53-57. doi: 10.11988/ckyyb.20170334
[26]	封勇丽. 转基因食品安全研究的文献计量学分析[D]. 北京: 北京理工大学, 2016.
[27]	王瑞杰, 李刚, 徐耀阳.湖泊沉积物文献信息的网络分析: 研究现状和热点[J]. 长江流域资源与环境,2019,28(1):192-201. WANG R J, LI G, XU Y Y. Network analysis of literature in formation of lake sediment: research status and hotspot[J]. Resources and Environment in the Yangtze Basin,2019,28(1):192-201.
[28]	姜春林, 陈玉光.CSSCI数据导入Bibexcel实现共现矩阵的方法及实证研究[J]. 图书馆杂志,2010,29(4):58-63. JIANG C L, CHEN Y G. Transform CSSCI data to bibexcel data to actualize co-occurrence matrix and a case study[J]. Library Journal,2010,29(4):58-63.
[29]	BATAGELJ V, MRVAR A. Pajek[M]. New York: Springer New York, 2014.
[30]	ECK N J, WALTMAN L. Software survey: VOSviewer, a computer program for bibliometric mapping[J]. Scientometrics,2010,84(2):523-538. doi: 10.1007/s11192-009-0146-3
[31]	HAN D, CHEN X M. Environmental cost research hotspots and frontier analysis: visual analysis based on CiteSpaceⅤ[J]. IOP Conference Series:Earth and Environmental Science,2019,332(2):022057. doi: 10.1088/1755-1315/332/2/022057
[32]	ZHENG T L, WANG J, WANG Q H, et al. A bibliometric analysis of micro/nano-bubble related research: current trends, present application, and future prospects[J]. Scientometrics,2016,109(1):53-71. doi: 10.1007/s11192-016-2004-4
[33]	LI J, RENIERS G, COZZANI V, et al. A bibliometric analysis of peer-reviewed publications on domino effects in the process industry[J]. Journal of Loss Prevention in the Process Industries,2017,49:103-110. doi: 10.1016/j.jlp.2016.06.003
[34]	ZHANG L, WANG M H, HU J, et al. A review of published wetland research, 1991-2008: ecological engineering and ecosystem restoration[J]. Ecological Engineering,2010,36(8):973-980. doi: 10.1016/j.ecoleng.2010.04.029
[35]	YU J J, WANG M H, XU M, et al. A bibliometric analysis of research papers published on photosynthesis: 1992-2009[J]. Photosynthetica,2012,50(1):5-14. doi: 10.1007/s11099-012-0010-1
[36]	言宗骋, 高红杰, 郭旭晶, 等.蘑菇湖沉积物间隙水溶解性有机质紫外可见光谱研究[J]. 环境工程技术学报,2019,9(6):685-691. doi: 10.12153/j.issn.1674-991X.2019.05.160 YAN Z C, GAO H J, GUO X J, et al. Study on UV-vis spectra of dissolved organic matter from sediment interstitial water in Moguhu Lake[J]. Journal of Environmental Engineering Technology,2019,9(6):685-691. doi: 10.12153/j.issn.1674-991X.2019.05.160
[37]	HEIRI O, LOTTER A F, LEMCKE G. Loss on ignition as a method for estimating organic and carbonate content in sediments: reproducibility and comparability of results[J]. Journal of Paleolimnology,2001,25(1):101-110. doi: 10.1023/A:1008119611481
[38]	ZHOU W J, AN Z S, PORTER S C, et al. Correlation of climatic events between East Asia and Norwegian Sea during last deglaciation[J]. Science in China Series D:Earth Sciences,1997,40(5):496-501. ◇ doi: 10.1007/BF02877615