地球科学进展

地球科学进展 ›› 2020, Vol. 35 ›› Issue (2): 154 -166. doi: 10.11867/j.issn.1001-8166.2020.018

综述与评述 上一篇    下一篇

滨海地区地表水—地下水相互作用研究进展的文献计量分析
曹天正 1, 2, 3( ),韩冬梅 1, 2, 4( ),宋献方 1, 2, 4,刘伟 5,杜荻 2, 3, 6   
  1. 1.中国科学院地理科学与资源研究所 陆地水循环及地表过程重点实验室，北京 100101
    2.中国科学院 中丹学院，北京 101400
    3.中国—丹麦科研教育中心，北京 101400
    4.中国科学院大学资源与环境学院，北京 100049
    5.奥胡斯大学生物科学学院，锡尔克堡 8600 丹麦
    6.中国科学院生态环境研究中心 城市与区域生态国家重点实验室，北京 100085
  • 收稿日期:2020-01-07 修回日期:2020-02-02 出版日期:2020-02-10
  • 通讯作者: 韩冬梅 E-mail:handm@igsnrr.ac.cn
  • 基金资助:
    中国科学院战略性先导科技专项(A类)“吹填陆域淡化水体的加速形成技术体系与风险管理系统”(XDA13010303);中国科学院青年创新促进会优秀会员项目“河口平原区海水入侵演变机理与调控研究”(2012040)

Bibliometric Analysis of Research Progress on Coastal Surface Water and Groundwater Interaction

Tianzheng Cao 1, 2, 3( ),Dongmei Han 1, 2, 4( ),Xianfang Song 1, 2, 4,Wei Liu 5,Di Du 2, 3, 6   

  1. 1.Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
    2.Sino-Danish College, University of Chinese Academy of Sciences, Beijing 101400, China
    3.Sino-Danish Center for Education and Research, Beijing 101400, China
    4.College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
    5.Department of Bioscience, Aarhus University, Aarhus 8600, Denmark
    6.State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
  • Received:2020-01-07 Revised:2020-02-02 Online:2020-02-10 Published:2020-03-24
  • Contact: Dongmei Han E-mail:handm@igsnrr.ac.cn
  • About author:Cao Tianzheng (1994-), male, Baoding City, Hebei Province, Ph.D student. Research areas include coastal groundwater-surface water interaction. E-mail: caotianzheng17@mails.ucas.edu.cn
  • Supported by:
    the Strategic Leading Science & Technology Program of CAS (Type A) “Technology and risk management system of accelerated formation of fresh water lens in reclamation land”(XDA13010303);The Youth Innovation Promotion Association CAS “Evolution mechanism and management of seawater intrusion in estuarine plain”(2012040)
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滨海地区水文条件复杂，地表水—地下水—海水三者间相互影响关联紧密，人类活动和气候变化导致的一系列影响在这一地区也更加显著。了解滨海地区地表水—地下水方向的重点知识及研究现状，是后续研究的重要前提。基于CiteSpace软件对Web of Science核心数据库中该领域相关文献进行分析，有利于系统梳理该领域内的研究成果，挖掘潜在研究热点。分析结果显示： ① 该研究领域内的高被引文章及高突发性文章自2010年后显著增多，目前该领域仍处于发展阶段，具有广阔的研究前景。 ② 美国、澳大利亚、中国、德国等国针对该问题进行的研究较多。中国国家自然科学基金委员会支持的该领域研究成果数量处于世界领先地位。 ③ 海水入侵、海底地下水排泄（SGD）、潮汐及含水层中水动力条件间关系是该领域的主要研究方向。水化学及同位素分析、数值模拟是该领域的重要研究方法。 ④ 海底地下水排泄、滨海红树林湿地的演化、营养盐的迁移转化、滨海地区复杂的水动力条件变化及诱因、气候变化对滨海地区的影响以及新的同位素示踪技术的发展是该领域内潜在的研究方向和突破点。综合来看，未来滨海地区地表水—地下水相关研究的发展离不开各学科间的交叉融合、多方法的相互印证和新技术手段的引入。

关键词: CiteSpace, 滨海地区, 地表水—地下水相互作用, 文献计量

The interactions among surface water, groundwater and seawater are closely related in the coastal area with complex hydrological conditions. A series of impacts from human activities and climate change are also more significant in this region. In order to understand the key knowledge and research status of surface water and groundwater interaction in coastal area, it is a useful method to analyze literatures in this research scope in the core database of Web of Science by using CiteSpace. The research achievements in this field were systematically sorted and potential research hotspots were explored, which may provide references for subsequent researches. The results show the following. ① The number of highly cited articles and highly burst articles in this research field has increased significantly since 2010. At present, this field is still in the development stage and has a broad research prospect. ② The United States, Australia, China and Germany have done plenty of researches on this issue and achieved a lot. At present, the number of research achievements supported by National Natural Science Foundation of China is in the lead over the world. ③ Seawater intrusion, submarine groundwater discharge, the relationship between tide and hydrological conditions are the main research direction in this field. Hydrochemistry and isotopic analysis, and numerical simulation are the most important research methods in this field. ④ The potential development directions and breakthroughs in this field include submarine groundwater discharge, the evolution of coastal mangrove wetlands, the migration and transformation of nutrients, the influences of different hydrological factors on coastal areas, and the impact of climate change on coastal areas. Overall, the future development of surface water and groundwater research in coastal areas is inseparable from the cross-integration of various disciplines, mutual verification of multiple methods and the introduction of new technical means.

Key words: CiteSpace, Coastal Zone, Groundwater-surface water interaction, Bibliometric.

中图分类号: 

图1 1982—2019年滨海地区地表水地下水相互作用文献被引数与发文量
Fig.1 The number of cited and published papers on coastal groundwater and surface water interaction from 1982 to 2019
图2 各相关学科领域文章数量及占比
Fig.2 The number and proportion of articles in related disciplines
表1 发文量前 10的国家
Table 1 Top ten countries of the number of published papers
排序 国家/地区 记录/篇 发文量占比/% h指数 每项平均被引次数/次 被引次数总计/次
1 美国(USA) 202 33.72 47 41.33 8 349
2 澳大利亚(Australia) 75 12.52 24 26.79 2 009
3 中国(China) 68 11.35 17 14.4 979
4 德国(Germany) 43 7.18 16 19.19 825
5 加拿大(Canada) 42 7.01 15 45.19 1 898
6 法国(France) 35 5.84 14 16.69 584
7 意大利(Italy) 33 5.51 11 11.36 375
8 印度(India) 29 4.84 9 7.59 220
9 西班牙(Spain) 27 4.51 15 19.81 535
10 日本(Japan) 25 4.17 11 15.84 396
图3 国家及地区间文章量及合作关系图谱
节点大小代表国家和地区的发文量，节点间连线代表国家间的合作
Fig.3 Map of published papers and cooperation between countries and regions
The node size represents the countries’ published volume, and the connection line between nodes indicate cooperation
表2 Web of Science 数据库滨海地区地表水—地下水相互作用文献共被引分析表
Table 2 Co-citation analysis of coastal groundwater and surface water interaction in Web of Science dataset
频次 发表年份 作者 题目 期刊
27 2010年 Moore W S The effect of submarine groundwater discharge on the ocean Annual Review of Marine Science
26 2013年 Werner A D Seawater intrusion processes, investigation and management: Recent advances and future challenges Advance in Water Resources
18 2012年 Santos I R The driving forces of porewater and groundwater flow in permeable coastal sediments: A review Estuarine Coastal and Shelf Science
14 2011年 World Health Organization (WHO) Guidelines for drinking-water quality
13 2006年 Burnett W C Quantifying submarine groundwater discharge in the coastal zone via multiple methods Science of the Total Environment
12 2010年 Essink G Effects of climate change on coastal groundwater systems: A modeling study in the Netherlands Water Resources Research
12 2007年 Robinson C Effect of tidal forcing on a subterranean estuary Advances in Water Resources
11 2014年 Han D M Chemical and isotopic constraints on evolution of groundwater salinization in the coastal plain aquifer of Laizhou Bay, China Journal of Hydrology
11 2009年 El Y F Salinization processes in the unconfined aquifer of Bou-Areg (NE Morocco): A geostatistical, geochemical, and tomographic study Applied Geochemistry
10 2010年 Xin P Effects of wave forcing on a subterranean estuary Water Resources Research
图4 Web of Science数据库滨海地区地表水—地下水相互作用文献共被引分析图谱
节点大小代表文献共被引频次，黑色字为高共被引文献作者及发表年份，红色字体为共被引网络的聚类标签
Fig. 4 Literature co-citation analysis map of coastal groundwater and surface water interaction in WoS dataset
The node size represents the co-citation frequency, the author and publication year of high co-citation literature are marked in black, and the red character is the clustering label of the co-citation network
图5 核心文献共被引演进图谱
节点大小为共被引频次，黑色字标注了高共被引文献的作者及文献的发表年份，上下边界数字为各时间切片中间年份
Fig.5 Co-citation evolution map of core literature
The node size is the co-citation frequency, the author and publication year of the literature with high co-citation are marked in black, and the numbers at boundary are the middle years of each time slice
表3 高突现性关键词表
Table 3 Top burst value keywords
频次 爆发值 关键词 频次 爆发值 关键词
37 7.31 submarine groundwater discharge 16 4.35 sea level rise
22 5.75 wetland 16 4.35 major ion
15 5.29 recharge 8 4.31 forest
10 5.15 isotope 12 4.27 denitrification
18 5.08 shallow aquifer 43 4.12 stable isotope
24 4.90 water table 8 4.03 isotopic composition
18 4.90 evolution 34 3.94 fresh water
18 4.85 estuary 11 3.88 nutrient
11 4.77 model 55 3.87 flow
27 4.73 discharge 37 3.86 dynamics
图6 关键词共现时间线图
节点大小代表关键词的共现频率，红色字为聚类标签，水平线长代表该类关键词的持续时间，顶部数字为各时间切片的末尾年份
Fig.6 The time-line view of keywords and noun-phases
The node size represents the co-occurrence frequency of keywords, the red character is the clustering label, the length of horizontal line represents the duration of each clusters, and the top number is the end year of each time slice
表4 关键词聚类
Table 4 Cluster of keywords
聚类编号 聚类内节点数 平均年份 聚类标签
0 94 2009年 groundwater quality; salinization; coastal aquifers; water; hydrochemical processes; health risk assessment; space-time data analysis; Florida; seawater intrusion; ion exchange | groundwater; strontium isotopes; geochemical processes; coastal aquifer; health risk assessment; space-time data analysis
1 73 2003年 hydraulic conductivity; seepage meter; karstic system; recession coefficient; climate change; water table; ground water; riparian waters; reactive nitrogen | denitrification; contamination; Aureococcus anophagefferens; seawater intrusion; sensitivity analysis; riparian waters; evapotranspiration; local recharge; anthropogenic changes
2 64 2007年 submarine groundwater; permeable sediments; coastal hydrology; tidal estuary; groundwater-surface water interaction; water resources management; Atchafalaya river; Mississippi; delayed coincidence counter; east china sea | groundwater; surface water; New Zealand; environmental effects; assessment; coastal groundwater
3 45 2005年 surface water; coastal aquifers; basin management; numerical models; pumping test; groundwater-surface water interaction; surface water-groundwater interactions; Northern Chile; acid-base chemistry |Virginia; coastal plain; acid-base chemistry; sulfate deposition; acidification
4 44 2008年 Florida; Loxahatchee River; national park; saltwater intrusion; time series; common trend; agricultural area; everglades; space-time data analysis; Choshui River | stable isotopes; surface-water relations; coastal aquifers; geophysical methods; space-time data analysis; agricultural practices
5 43 2005年 coastal aquifer; groundwater wave; capillarity; infiltration exfiltration; fluctuation; wave; tidal beaches; macro; sediment transport; arctic wetlands | persistence; water table fluctuation; prince william sound; steady state
6 38 2009年 surface water; saltwater intrusion; groundwater; pressure sensors; groundwater flows; distribution; integrated modelling; circulation; interactions; groundwater table | coastal wetland; seepage face; groundwater interaction; groundwater modelling; integrated modelling; Laizhou Bay
7 34 2007年 base flow; streamflow partitioning; ecosystem service; aquatic ecosystem; end-member mixing analysis; base-flow contaminant flux; groundwater surface water interactions; groundwater interactions | hyporheic zone; surface water-groundwater interaction; artificial drain; coastal plain; ecosystem service; aquatic ecosystem
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