-
摘要:
地下水硝酸盐污染是世界性水环境问题,目前该领域的阶段性总结分析研究仍然较少。文章选取1968—2022年Web of Science核心数据库中收录的地下水硝酸盐污染领域相关英文核心期刊发表的
14407 篇论文作为样本数据,采用文献计量学中定量研究与定性分析的信息分析方法,基于知识图谱的结构性和时间性指标,以VOS viewer信息分析软件为支撑工具,对地下水硝酸盐污染领域研究的发展趋势与当前热点进行梳理。研究结果表明:(1)该领域发文量呈指数上升,发文期刊主要集中在环境科学类和水资源类,表明硝酸盐污染研究在环境与水资源领域占有重要地位;(2)发文机构统计结果显示,按机构发文量排序,前10位中美国和中国机构的发文量占发文总量的一半以上;(3)该领域主要研究的4 个方向可以概括为溯源、迁移转化机理、污染修复和风险评估,其中污染修复的关键词最多;(4)1990—2014年期间研究的热点集中于溯源与迁移转化机理,但是具体内容有所区别:1990—1998年侧重于硝酸盐污染源的识别,1999—2014年侧重于硝酸盐污染源识别方法的研究,其中同位素和模型模拟技术被突出显示,2015—2022年研究的热点集中在污染风险评估上。以上文献计量学分析结果较客观地展现了地下水硝酸盐污染领域的研究热点与趋势,可为该领域后续的研究与管理工作提供一定的参考。-
关键词:
- 地下水 /
- 硝酸盐污染 /
- 文献计量学 /
- VOS viewer /
- Web of Science
Abstract:Groundwater nitrate contamination is a worldwide water environment problem with few phased summaries in this field. Here, 14 407 articles were selected from the Web of Science database for the years 1968—2022 to analyze the development trends and current hotspots in the field of groundwater nitrate contamination research with bibliometric visualization analysis software (VOS viewer). The results showed that: (1) The number of relevant publications has been exponentially increasing. The published journals are mainly related to environmental science and water resources, indicating an important role in this field. (2) The results from the publication institutions and funding institutions show that more than half of the total number of articles from the top ten publication institutions and funding institutions are from the United States and China. (3) The main issues in groundwater nitrate contamination research can be summarized as four subsets: source tracing, migration and transformation mechanisms, pollution remediation, and risk assessment. Among them, pollution remediation has the most keywords, demonstrating the importance of this research area. (4) From 1990 to 2014, the research hotspots in groundwater nitrate research were mainly focused on source tracing and migration and transformation mechanisms. Specifically, the main topic was the identification of nitrate pollution sources during the stage from 1990 to 1998, while the focus shifted to the methods for identifying nitrate pollution sources from 1999 to 2014, with isotopes and models being particularly effective. For the recent stage from 2015 to 2022, the research hotspots have shifted to risk assessment. The bibliometric analysis results in the field of groundwater nitrate pollution can provide some reference for the direction of this field.
-
Key words:
- groundwater /
- nitrate pollution /
- bibliometrics /
- VOS viewer /
- Web of Science
-
-
[1] United Nations Educational,Scientific and Cultural Organization. The united nations world water development report 2022[R/OL]. France:United Nations Educational,Scientific and Cultural Organization,2022[2024-02-26]. https://www.unesco.org/Open-Access/terms-use-CCB%20ysa-en.
[2] BOURGEOIS C,JAYET P A. Regulation of relationships between heterogeneous farmers and an aquifer accounting for lag effects[J]. Australian Journal of Agricultural and Resource Economics,2016,60(1):39 − 59. doi: 10.1111/1467-8489.12102
[3] WANG Shiqin,WEI Shoucai,LIANG Huiya,et al. Nitrogen stock and leaching rates in a thick vadose zone below areas of long-term nitrogen fertilizer application in the North China Plain:A future groundwater quality threat[J]. Journal of Hydrology,2019,576:28 − 40. doi: 10.1016/j.jhydrol.2019.06.012
[4] 陈建耀,王亚,张洪波,等. 地下水硝酸盐污染研究综述[J]. 地理科学进展,2006,25(1):34 − 44. [CHEN Jianyao,WANG Ya,ZHANG Hongbo,et al. Overview on the studies of nitrate pollution in groundwater[J]. Progress in Geography,2006,25(1):34 − 44. (in Chinese with English abstract)] doi: 10.3969/j.issn.1007-6301.2006.01.004
CHEN Jianyao, WANG Ya, ZHANG Hongbo, et al. Overview on the studies of nitrate pollution in groundwater[J]. Progress in Geography, 2006, 25(1): 34 − 44. (in Chinese with English abstract) doi: 10.3969/j.issn.1007-6301.2006.01.004
[5] United States Environmental Protection Agency. Drinking water standards and health advisories:EPA822-S-12-001[S/OL]. 2012[2024-02-26]. https://www.doc88.com/p-3117186563311.html.
[6] 国家质量监督检验检疫总局,中国国家标准化管理委员会. 地下水质量标准:GB/T 14848—2017[S]. 北京:中国标准出版社,2017. [General Administration of Quality Supervision,Inspection and Quarantine of the People’s Republic of China,Standardization Administration of the People’s Republic of China. Standard for groundwater quality:GB/T 14848—2017[S]. Beijing:Standards Press of China,2017. (in Chinese)]
General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China, Standardization Administration of the People’s Republic of China. Standard for groundwater quality: GB/T 14848—2017[S]. Beijing: Standards Press of China, 2017. (in Chinese)
[7] 张慧,丁爱中. 关注地下水氮污染[J]. 百科知识,2008(1):59 − 61. [ZHANG Hui,DING Aizhong. Concern about groundwater nitrogen pollution[J]. Encyclopedia of Knowledge,2008(1):59 − 61. (in Chinese with English abstract)]
ZHANG Hui, DING Aizhong. Concern about groundwater nitrogen pollution[J]. Encyclopedia of Knowledge, 2008(1): 59 − 61. (in Chinese with English abstract)
[8] 佚名.硝酸盐污染地下水[J]. 能源与节能,2015(11):148. [Anonymous.Groundwater pollution by nitrate[J]. Energy and Energy Conservation,2015(11):148. (in Chinese with English abstract)]
Anonymous.Groundwater pollution by nitrate[J]. Energy and Energy Conservation, 2015(11): 148. (in Chinese with English abstract)
[9] 谭志容,啜云香,王新华,等. 鲁中山丘区地下水硝酸盐污染状况研究[J]. 地下水,2018,40(5):59 − 61. [TAN Zhirong,CHUAI Yunxiang,WANG Xinhua,et al. Study on present situation of groundwater nitrate pollution in luzhong mountain area[J]. Ground Water,2018,40(5):59 − 61. (in Chinese with English abstract)] doi: 10.3969/j.issn.1004-1184.2018.05.020
TAN Zhirong, CHUAI Yunxiang, WANG Xinhua, et al. Study on present situation of groundwater nitrate pollution in luzhong mountain area[J]. Ground Water, 2018, 40(5): 59 − 61. (in Chinese with English abstract) doi: 10.3969/j.issn.1004-1184.2018.05.020
[10] FENECH C,ROCK L,NOLAN K,et al. The potential for a suite of isotope and chemical markers to differentiate sources of nitrate contamination:A review[J]. Water Research,2012,46(7):2023 − 2041. doi: 10.1016/j.watres.2012.01.044
[11] 徐志伟,张心昱,于贵瑞,等. 中国水体硝酸盐氮氧双稳定同位素溯源研究进展[J]. 环境科学,2014,35(8):3230 − 3238. [XU Zhiwei,ZHANG Xinyu,YU Guirui,et al. Review of dual stable isotope technique for nitrate source identification in surface- and groundwater in China[J]. Environmental Science,2014,35(8):3230 − 3238. (in Chinese with English abstract)]
XU Zhiwei, ZHANG Xinyu, YU Guirui, et al. Review of dual stable isotope technique for nitrate source identification in surface- and groundwater in China[J]. Environmental Science, 2014, 35(8): 3230 − 3238. (in Chinese with English abstract)
[12] PICETTI R,DEENEY M,PASTORINO S,et al. Nitrate and nitrite contamination in drinking water and cancer risk:A systematic review with meta-analysis[J]. Environmental Research,2022,210:112988. doi: 10.1016/j.envres.2022.112988
[13] ARCHNA,SHARMA S K,SOBTI R C. Nitrate removal from ground water:A review[J]. E-Journal of Chemistry,2012,9(4):1667 − 1675. doi: 10.1155/2012/154616
[14] WANG Bing,PAN Suyan,KE Ruoyu,et al. An overview of climate change vulnerability:A bibliometric analysis based on Web of Science database[J]. Natural Hazards,2014,74(3):1649 − 1666. doi: 10.1007/s11069-014-1260-y
[15] MARTÍNEZ-LÓPEZ F J,MERIGÓ J M,VALENZUELA-FERNÁNDEZ L,et al. Fifty years of the European Journal of Marketing:A bibliometric analysis[J]. European Journal of Marketing,2018,52(1/2):439 − 468. doi: 10.1108/EJM-11-2017-0853
[16] DONTHU N,KUMAR S,MUKHERJEE D,et al. How to conduct a bibliometric analysis:An overview and guidelines[J]. Journal of Business Research,2021,133:285 − 296. doi: 10.1016/j.jbusres.2021.04.070
[17] 刘雪立. 基于Web of Science和ESI数据库高被引论文的界定方法[J]. 中国科技期刊研究,2012,23(6):975 − 978. [LIU Xueli. Definition method of highly cited papers based on Web of Science and ESI database[J]. Chinese Journal of Scientific and Technical Periodicals,2012,23(6):975 − 978. (in Chinese with English abstract)] doi: 10.3969/j.issn.1001-7143.2012.06.015
LIU Xueli. Definition method of highly cited papers based on Web of Science and ESI database[J]. Chinese Journal of Scientific and Technical Periodicals, 2012, 23(6): 975 − 978. (in Chinese with English abstract) doi: 10.3969/j.issn.1001-7143.2012.06.015
[18] 金菊良,陈鹏飞,陈梦璐,等. 基于知识图谱的自然灾害风险防控研究进展的文献计量分析[J]. 灾害学,2019,34(2):145 − 152. [JIN Juliang,CHEN Pengfei,CHEN Menglu,et al. Bibliometric analysis of research progress in natural disaster risk prevention and control based on knowledge graph[J]. Journal of Catastrophology,2019,34(2):145 − 152. (in Chinese with English abstract)] doi: 10.3969/j.issn.1000-811X.2019.02.027
JIN Juliang, CHEN Pengfei, CHEN Menglu, et al. Bibliometric analysis of research progress in natural disaster risk prevention and control based on knowledge graph[J]. Journal of Catastrophology, 2019, 34(2): 145 − 152. (in Chinese with English abstract) doi: 10.3969/j.issn.1000-811X.2019.02.027
[19] 邱均平. 信息计量学(四) 第四讲 文献信息离散分布规律——布拉德福定律[J]. 情报理论与实践,2000,23(4):315 − 320. [QIU Junping,Information metrology (IV) Lecture 4 Discrete distribution law of document information:Bradford's Law [J]. Information Studies:Theory & Application,2000,23(4):315 − 320. (in Chinese)]
QIU Junping, Information metrology (IV) Lecture 4 Discrete distribution law of document information: Bradford's Law [J]. Information Studies: Theory & Application, 2000, 23(4): 315 − 320. (in Chinese)
[20] 高凯. 文献计量分析软件VOSviewer的应用研究[J]. 科技情报开发与经济,2015(12):95 − 98. [GAO Kai. Research on the application of bibliometric analysis software VOSviewer[J]. Journal of Library and Information Science,2015(12):95 − 98. (in Chinese with English abstract)]
GAO Kai. Research on the application of bibliometric analysis software VOSviewer[J]. Journal of Library and Information Science, 2015(12): 95 − 98. (in Chinese with English abstract)
[21] 支传顺,胡晓农,陈麟,等. 微生物对海水入侵响应特征及指示意义的研究进展[J]. 水文地质工程地质,2024,51(2):192 − 203. [ZHI Chuanshun,HU Xiaonong,CHEN Lin,et al. Research progress on the response characteristics and indicative significance of microorganisms to seawater intrusion[J]. Hydrogeology & Engineering Geology,2024,51(2):192 − 203. (in Chinese with English abstract)]
ZHI Chuanshun, HU Xiaonong, CHEN Lin, et al. Research progress on the response characteristics and indicative significance of microorganisms to seawater intrusion[J]. Hydrogeology & Engineering Geology, 2024, 51(2): 192 − 203. (in Chinese with English abstract)
[22] 王广才,王焰新,刘菲,等. 基于文献计量学分析水文地球化学研究进展及趋势[J]. 地学前缘,2022,29(3):25 − 36. [WANG Guangcai,WANG Yanxin,LIU Fei,et al. Advances and trends in hydrogeochemical studies:Insights from biblio-metric analysis[J]. Earth Science Frontiers,2022,29(3):25 − 36. (in Chinese with English abstract)]
WANG Guangcai, WANG Yanxin, LIU Fei, et al. Advances and trends in hydrogeochemical studies: Insights from biblio-metric analysis[J]. Earth Science Frontiers, 2022, 29(3): 25 − 36. (in Chinese with English abstract)
[23] 朱济成,田应录. 化学氮肥与地下水污染[J]. 水文地质工程地质,1986(5):38 − 41. [Zhu Jicheng,Tian Yinglu. Chemical nitrogen fertilizer and groundwater pollution[J]. Hydrogeology & Engineering Geology,1986(5):38 − 41. (in Chinese with English abstract)]
Zhu Jicheng, Tian Yinglu. Chemical nitrogen fertilizer and groundwater pollution[J]. Hydrogeology & Engineering Geology, 1986(5): 38 − 41. (in Chinese with English abstract)
[24] 范祖金,魏兴,周育琳,等. 典型山地农业区浅层地下水硝酸盐来源及转化过程解析[J]. 环境科学研究,2023,36(10):1946 − 1956. [FAN Zujin,WEI Xing,ZHOU Yulin,et al. Analysis of nitrate sources and transformation processes in shallow groundwater in typical mountainous agricultural area[J]. Journal of Environmental Sciences,2023,36(10):1946 − 1956. (in Chinese with English abstract)]
FAN Zujin, WEI Xing, ZHOU Yulin, et al. Analysis of nitrate sources and transformation processes in shallow groundwater in typical mountainous agricultural area[J]. Journal of Environmental Sciences, 2023, 36(10): 1946 − 1956. (in Chinese with English abstract)
[25] 张维理,田哲旭,张宁,等. 我国北方农用氮肥造成地下水硝酸盐污染的调查[J]. 植物营养与肥料学报,1995,1(2):80 − 87. [ZHANG Weili,TIAN Zhexu,ZHANG Ning,et al. Investigation of nitrate pollution in ground water due to nitrogen fertilization in agriculture in North China[J]. Journal of Plant Nutrition and Fertilizers,1995,1(2):80 − 87. (in Chinese with English abstract)] doi: 10.3321/j.issn:1008-505X.1995.02.012
ZHANG Weili, TIAN Zhexu, ZHANG Ning, et al. Investigation of nitrate pollution in ground water due to nitrogen fertilization in agriculture in North China[J]. Journal of Plant Nutrition and Fertilizers, 1995, 1(2): 80 − 87. (in Chinese with English abstract) doi: 10.3321/j.issn:1008-505X.1995.02.012
[26] 郭华明,高志鹏,修伟. 地下水氮循环与砷迁移转化耦合的研究现状和趋势[J]. 水文地质工程地质,2022,49(3):153 − 163. [GUO Huaming,GAO Zhipeng,XIU Wei. Research status and trend of coupling between nitrogen cycle and arsenic migration and transformation in groundwater systems[J]. Hydrogeology & Engineering Geology,2022,49(3):153 − 163. (in Chinese with English abstract)]
GUO Huaming, GAO Zhipeng, XIU Wei. Research status and trend of coupling between nitrogen cycle and arsenic migration and transformation in groundwater systems[J]. Hydrogeology & Engineering Geology, 2022, 49(3): 153 − 163. (in Chinese with English abstract)
[27] 袁利娟,庞忠和. 地下水硝酸盐污染的同位素研究进展[J]. 水文地质工程地质,2010,37(2):108 − 113. [YUAN Lijuan,PANG Zhonghe. Research on isotopes in groundwater nitrate pollution:A review[J]. Hydrogeology & Engineering Geology,2010,37(2):108 − 113. (in Chinese with English abstract)] doi: 10.3969/j.issn.1000-3665.2010.02.024
YUAN Lijuan, PANG Zhonghe. Research on isotopes in groundwater nitrate pollution: A review[J]. Hydrogeology & Engineering Geology, 2010, 37(2): 108 − 113. (in Chinese with English abstract) doi: 10.3969/j.issn.1000-3665.2010.02.024
[28] RIVETT M O,BUSS S R,MORGAN P,et al. Nitrate attenuation in groundwater:A review of biogeochemical controlling processes[J]. Water Research,2008,42(16):4215 − 4232. doi: 10.1016/j.watres.2008.07.020
[29] LI Jie,LIU Yulian,DAI Wei,et al. Nitrate attenuation with rising groundwater levels:An integrated assessment using isotope tracers and microbial signatures[J]. Journal of Hydrology,2023,624:129911. doi: 10.1016/j.jhydrol.2023.129911
[30] 毕晶晶,彭昌盛,胥慧真. 地下水硝酸盐污染与治理研究进展综述[J]. 地下水,2010,32(1):97 − 102. [BI Jingjing,PENG Changsheng,XU Huizhen. Review of research on groundwater nitrate pollution and its removal[J]. Ground Water,2010,32(1):97 − 102. (in Chinese with English abstract)] doi: 10.3969/j.issn.1004-1184.2010.01.042
BI Jingjing, PENG Changsheng, XU Huizhen. Review of research on groundwater nitrate pollution and its removal[J]. Ground Water, 2010, 32(1): 97 − 102. (in Chinese with English abstract) doi: 10.3969/j.issn.1004-1184.2010.01.042
[31] CHOE S,CHANG Y Y,HWANG K Y,et al. Kinetics of reductive denitrification by nanoscale zero-valent iron[J]. Chemosphere,2000,41(8):1307 − 1311. doi: 10.1016/S0045-6535(99)00506-8
[32] FU Fenglian,DIONYSIOU D D,LIU Hong. The use of zero-valent iron for groundwater remediation and wastewater treatment:A review[J]. Journal of Hazardous Materials,2014,267:194 − 205. doi: 10.1016/j.jhazmat.2013.12.062
[33] GUAN Xiaohong,SUN Yuankui,QIN Hejie,et al. The limitations of applying zero-valent iron technology in contaminants sequestration and the corresponding countermeasures:The development in zero-valent iron technology in the last two decades (1994–2014)[J]. Water Research,2015,75:224 − 248. doi: 10.1016/j.watres.2015.02.034
[34] FANG Shuaibing,ZHANG Jingxi,NIU Yifan,et al. Removal of nitrate nitrogen from wastewater by green synthetic hydrophilic activated carbon supported sulfide modified nanoscale zerovalent iron:Characterization,performance and mechanism[J]. Chemical Engineering Journal,2023,461:141990. doi: 10.1016/j.cej.2023.141990
[35] ZHENG Peng,CUI Jianyu,HU Lin,et al. Effect of long-term operation of a subsurface wastewater infiltration system (SWIS) based on the limiting value of environmental carrying capacity[J]. Ecological Engineering,2016,92:190 − 198. doi: 10.1016/j.ecoleng.2016.03.024
[36] ORTMEYER F,GUERREIRO M A,BEGEROW D,et al. Modified microbiology through enhanced denitrification by addition of various organic substances-temperature effect[J]. Environmental Science and Pollution Research International,2023,30(21):60282 − 60293. doi: 10.1007/s11356-023-26784-x
[37] CUI Yanxiang,BISWAL B K,GUO Gang,et al. Biological nitrogen removal from wastewater using sulphur-driven autotrophic denitrification[J]. Applied Microbiology and Biotechnology,2019,103(15):6023 − 6039. doi: 10.1007/s00253-019-09935-4
[38] SAHINKAYA E,YURTSEVER A,AKTAŞ Ö,et al. Sulfur-based autotrophic denitrification of drinking water using a membrane bioreactor[J]. Chemical Engineering Journal,2015,268:180 − 186. doi: 10.1016/j.cej.2015.01.045
[39] LI Rui,FENG Chuanping,HU Weiwu,et al. Woodchip-sulfur based heterotrophic and autotrophic denitrification (WSHAD) process for nitrate contaminated water remediation[J]. Water Research,2016,89:171 − 179. doi: 10.1016/j.watres.2015.11.044
[40] ZHAO Yingxin,ZHANG Baogang,FENG Chuanping,et al. Behavior of autotrophic denitrification and heterotrophic denitrification in an intensified biofilm-electrode reactor for nitrate-contaminated drinking water treatment[J]. Bioresource Technology,2012,107:159 − 165. doi: 10.1016/j.biortech.2011.12.118
[41] 于勇,翟远征,郭永丽,等. 基于不确定性的地下水污染风险评价研究进展[J]. 水文地质工程地质,2013,40(1):115 − 123. [YU Yong,ZHAI Yuanzheng,GUO Yongli,et al. Risk assessment of groundwater pollution based on uncertainty[J]. Hydrogeology & Engineering Geology,2013,40(1):115 − 123. (in Chinese with English abstract)]
YU Yong, ZHAI Yuanzheng, GUO Yongli, et al. Risk assessment of groundwater pollution based on uncertainty[J]. Hydrogeology & Engineering Geology, 2013, 40(1): 115 − 123. (in Chinese with English abstract)
[42] HU Kelin,HUANG Yuangfang,Li Hong,et al,et al. Spatial variability of shallow groundwater level,electrical conductivity and nitrate concentration,and risk assessment of nitrate contamination in North China Plain[J]. Environment International,2005,31(6):896 − 903. doi: 10.1016/j.envint.2005.05.028
[43] CAPRI E,CIVITA M,CORNIELLO A,et al. Assessment of nitrate contamination risk:The Italian experience[J]. Journal of Geochemical Exploration,2009,102(2):71 − 86. doi: 10.1016/j.gexplo.2009.02.006
[44] ZHANG Qiying,QIAN Hui,XU Panpan,et al. Effect of hydrogeological conditions on groundwater nitrate pollution and human health risk assessment of nitrate in Jiaokou Irrigation District[J]. Journal of Cleaner Production,2021,298:126783. doi: 10.1016/j.jclepro.2021.126783
[45] SU Xiaosi,WANG Huang,ZHANG Yuling. Health risk assessment of nitrate contamination in groundwater:A case study of an agricultural area in Northeast China[J]. Water Resources Management,2013,27(8):3025 − 3034. doi: 10.1007/s11269-013-0330-3
[46] 黄贻生. 地下水中的硝酸盐及其发展趋势[J]. 水土保持科技情报,1990(2):25 − 27. [HUANG Yisheng. Nitrate in groundwater and its development trend[J]. Scientific and Technological Information of Soil and Water Conservation,1990(2):25 − 27. (in Chinese)]
HUANG Yisheng. Nitrate in groundwater and its development trend[J]. Scientific and Technological Information of Soil and Water Conservation, 1990(2): 25 − 27. (in Chinese)
[47] HOWARTH R W,BILLEN G,SWANEY D,et al. Regional nitrogen budgets and riverine N & P fluxes for the drainages to the North Atlantic Ocean:Natural and human influences[J]. Biogeochemistry,1996,35(1):75 − 139. doi: 10.1007/BF02179825
[48] TENG Yanguo,ZUO Rui,XIONG,Yanna,et al. Risk assessment framework for nitrate contamination in groundwater for regional management[J]. Science of the Total Environment,2019,697:134102. doi: 10.1016/j.scitotenv.2019.134102
-