地球科学进展 ›› 2021, Vol. 36 ›› Issue (5): 543 -552. doi: 10.11867/j.issn.1001-8166.2021.020

研究简报 上一篇    

卫星重力与地球重力场的文献计量分析
房婷婷 1( ), 付广裕 2( )   
  1. 1.中国地震局地震预测研究所,北京 100036
    2.中国地质大学(北京)地球物理 与信息技术学院,北京 100083
  • 收稿日期:2020-12-07 修回日期:2021-03-20 出版日期:2021-06-18
  • 通讯作者: 付广裕 E-mail:18811347471@163.com;fugy@ief.ac.cn
  • 基金资助:
    国家自然科学基金面上项目“喜马拉雅东构造结岩石圈均衡与挠曲研究”(41874003);中国地震科学实验场专项“新型确定性地震危险评估方法在中国地震科学实验场的应用研究”(2019CSES0101)

Bibliometric Analysis of Satellite Gravity and Earth's Gravity Field

Tingting FANG 1( ), Guangyu FU 2( )   

  1. 1.Institute of Earthquake Forecasting,China Earthquake Administration,Beijing 100036,China
    2.School of Geophysics and Information Technology,China University of Geosciences,Beijing 100083,China
  • Received:2020-12-07 Revised:2021-03-20 Online:2021-06-18 Published:2021-07-02
  • Contact: Guangyu FU E-mail:18811347471@163.com;fugy@ief.ac.cn
  • About author:FANG Tingting (1996-), female, Changchun City, Jilin Province, Master student. Research areas include high-precision gravity field observation. E-mail: 18811347471@163.com
  • Supported by:
    the National Natural Science Foundation of China "Isostasy and flexure of the Lithosphere around the eastern Himalayas syntaxis"(41874003);The Special Fund of China Seismic Experimental Site "Application research of the Neo-Deterministic Seismic Risk Assessment (NDSHA) method in China Seismic Experimental Site"(2019CSES0101)

卫星重力与地球重力场研究是国际大地测量学的重要研究领域,不仅带动了大地测量学本身的发展,也在其他相关研究领域取得了重要的科学应用。以2000年1月至2020年9月的20年Web of Science核心合集数据库中关于该领域的科学论文为研究对象,使用文献计量的方法,应用CiteSpace软件对当前研究现状、近年来发展脉络以及研究热点进行分析。结果表明,关于卫星重力和地球重力场的文献数量总体上逐年上升,2016年以来维持较高的水平,其中美国、德国以及中国的发文量位居前三位;发文量排名前三的研究机构分别为中国科学院、加州理工学院和美国国家航空航天局;我国在卫星重力及地球重力场领域的研究力量相对集中,中国科学院、武汉大学以及中国科学院大学发文数占中国总数的75.36%;利用GRACE数据和球谐函数构建高精度地球重力场模型,反演局部质量变化是当前国际研究热点。得益于卫星重力观测数据,全球重力场模型得到了实质性改进。

The study of satellite gravity and the Earth's gravity field is an important research field of international geodesy, which not only drives the development of geodesy itself, but also obtains important scientific applications in related scientific fields. Taking the scientific papers in this field in the Web of Science core collection database during the 20 years from January 2000 to September 2020 as the research object, using the bibliometric methods and CiteSpace, this paper analyzes the current research status, development context and research hotspots of this field. The results show that the number of literatures on satellite gravity and the Earth's gravity field has been increasing year by year, and has maintained a high level since 2016, and the United States, Germany and China rank among the top three in the world. The top three research institutions with the largest number of papers published are Chinese Academy of Sciences, California Institute of Technology and NASA. China's research efforts in the fields of satellite gravity and the Earth's gravity field are relatively concentrated. The number of papers published by the Chinese Academy of Sciences, Wuhan University and the University of the Chinese Academy of Sciences accounts for 75.36% of China's total number in this field. Using the data of GRACE and the spherical harmonic function to construct high-precision Earth's gravity field model, as well as retrieving local mass change, is the current international research hotspot. Thanks to the satellite gravity observation data, the global gravity field model has been substantially improved.

中图分类号: 

图1 卫星重力与地球重力场相关论文年度出版量柱状图
Fig.1 Histogram of annual publications of papers related to satellite gravity and the Earth's gravity field
图1 卫星重力与地球重力场相关论文年度出版量柱状图
Fig.1 Histogram of annual publications of papers related to satellite gravity and the Earth's gravity field
表1 卫星重力与地球重力场研究的高产国家
Table 1 High-yield countries for satellite gravity and the Earth's gravity field research
表1 卫星重力与地球重力场研究的高产国家
Table 1 High-yield countries for satellite gravity and the Earth's gravity field research
表2 卫星重力与地球重力场研究的高产机构
Table 2 High-yield institutions for satellite gravity and the Earth's gravity field research
表2 卫星重力与地球重力场研究的高产机构
Table 2 High-yield institutions for satellite gravity and the Earth's gravity field research
表3 卫星重力与地球重力场研究的高产作者
Table 3 Highly productive authors of satellite gravity and the Earth's gravity field research
表3 卫星重力与地球重力场研究的高产作者
Table 3 Highly productive authors of satellite gravity and the Earth's gravity field research
图2 卫星重力与地球重力场关键词共现图谱
节点采用年轮样式图。节点大小代表相应关键词有关的发文量,节点越大意味着相应关键词出现的频次越高;节点间连线代表关键词之间存在关联,连线越粗表示关联强度越大
Fig.2 Keyword co-occurrence map of satellite gravity and the Earth's gravity field
The node adopts the annual ring pattern graph. The size of the node represents the amount of posts related to the corresponding keyword, the larger the node, the higher the frequency of the corresponding keyword; The connection between the nodes represents the association between the keywords, and the thicker the connection indicates the association strength
图2 卫星重力与地球重力场关键词共现图谱
节点采用年轮样式图。节点大小代表相应关键词有关的发文量,节点越大意味着相应关键词出现的频次越高;节点间连线代表关键词之间存在关联,连线越粗表示关联强度越大
Fig.2 Keyword co-occurrence map of satellite gravity and the Earth's gravity field
The node adopts the annual ring pattern graph. The size of the node represents the amount of posts related to the corresponding keyword, the larger the node, the higher the frequency of the corresponding keyword; The connection between the nodes represents the association between the keywords, and the thicker the connection indicates the association strength
表4 卫星重力研究高频词及高中介中心度关键词
Table 4 High-frequency words and keywords of high betweenness centrality in satellite gravity research
表4 卫星重力研究高频词及高中介中心度关键词
Table 4 High-frequency words and keywords of high betweenness centrality in satellite gravity research
表5 卫星重力与地球重力场被引频次 TOP20及中介中心性大于 0.01的引文
Table 5 TOP 20 citation frequency of satellite gravity and the Earth's gravity field and citations with betweenness centrality greater than 0.01
序号 作者 被引文献 发表年 被引频次 中心性
1 NIKOLAOS K The development and evaluation of the Earth Gravitational Model 2008 (EGM2008) 2012 185 0.01
2 ROLAND P First GOCE gravity field models derived by three different approaches 2011 156 0.03
3 TAPLEY B D The gravity recovery and climate experiment: Mission overview andy results 2004 150 0.05
4 TAPLEY B D GRACE measurements of mass variability in the Earth System 2004 138 0.03
5 CHRISTOPH R An Earth gravity field model complete to degree and order 150 from GRACE: EIGEN-GRACE02S 2004 110 0.06
6 SEAN S Post‐processing removal of correlated errors in GRACE data 2006 110 0.02
7 TAPLEY B D GGM02-An improved Earth gravity field model from GRACE 2005 106 0.01
8 REINER R GOCE gravitational gradiometry 2011 80 0.03
9 JOHN W Time‐variable gravity from GRACE: First results 2004 75 0.07
10 CHENG Minkang Deceleration in the Earth's oblateness 2013 74 0.02
11 SEAN B CNES/GRGS 10-day gravity field models (release 2) and their evaluation 2009 71 0.1
12 RODELL M The global land data assimilation system 2004 69 0.1
13 RUNE F Mission design, operation and exploitation of the gravity field and steady-state ocean circulation explorer mission 2011 69 0.02
14 JOHN W Time variability of the Earth's gravity field: Hydrological and oceanic effects and their possible detection using GRACE 1998 67 0.13
15 JÜRGEN K Approximate decorrelation and non-isotropic smoothing of time-variable GRACE-type gravity field models 2007 65 0.04
16 VELICOGNA I Measurements of time-variable gravity show mass loss in Antarctica 2006 60 0.05
17 MATTHEW R Satellite-based estimates of groundwater depletion in India 2009 57 0.03
18 THOMAS J Recent contributions of glaciers and ice caps to sea level rise 2012 56 0.02
19 PAIL R Combined satellite gravity field model GOCO01S derived from GOCE and GRACE 2010 56 0.01
20 FLORENT L Modelling the global ocean tides: Modern insights from FES2004 2006 54 0.05
表5 卫星重力与地球重力场被引频次 TOP20及中介中心性大于 0.01的引文
Table 5 TOP 20 citation frequency of satellite gravity and the Earth's gravity field and citations with betweenness centrality greater than 0.01
序号 作者 被引文献 发表年 被引频次 中心性
1 NIKOLAOS K The development and evaluation of the Earth Gravitational Model 2008 (EGM2008) 2012 185 0.01
2 ROLAND P First GOCE gravity field models derived by three different approaches 2011 156 0.03
3 TAPLEY B D The gravity recovery and climate experiment: Mission overview andy results 2004 150 0.05
4 TAPLEY B D GRACE measurements of mass variability in the Earth System 2004 138 0.03
5 CHRISTOPH R An Earth gravity field model complete to degree and order 150 from GRACE: EIGEN-GRACE02S 2004 110 0.06
6 SEAN S Post‐processing removal of correlated errors in GRACE data 2006 110 0.02
7 TAPLEY B D GGM02-An improved Earth gravity field model from GRACE 2005 106 0.01
8 REINER R GOCE gravitational gradiometry 2011 80 0.03
9 JOHN W Time‐variable gravity from GRACE: First results 2004 75 0.07
10 CHENG Minkang Deceleration in the Earth's oblateness 2013 74 0.02
11 SEAN B CNES/GRGS 10-day gravity field models (release 2) and their evaluation 2009 71 0.1
12 RODELL M The global land data assimilation system 2004 69 0.1
13 RUNE F Mission design, operation and exploitation of the gravity field and steady-state ocean circulation explorer mission 2011 69 0.02
14 JOHN W Time variability of the Earth's gravity field: Hydrological and oceanic effects and their possible detection using GRACE 1998 67 0.13
15 JüRGEN K Approximate decorrelation and non-isotropic smoothing of time-variable GRACE-type gravity field models 2007 65 0.04
16 VELICOGNA I Measurements of time-variable gravity show mass loss in Antarctica 2006 60 0.05
17 MATTHEW R Satellite-based estimates of groundwater depletion in India 2009 57 0.03
18 THOMAS J Recent contributions of glaciers and ice caps to sea level rise 2012 56 0.02
19 PAIL R Combined satellite gravity field model GOCO01S derived from GOCE and GRACE 2010 56 0.01
20 FLORENT L Modelling the global ocean tides: Modern insights from FES2004 2006 54 0.05
图3 卫星重力与地球重力场的引文网络聚类图
节点大小代表共被引频次;节点之间连线代表存在共被引关系;黑色字体为共被引网络的聚类标签
Fig.3 Cluster diagram of citation network of satellite gravity and the Earth's gravity field
The size of the node represents the co-citation frequency; The connection between the nodes represents the co-citation relationship; The black font is the cluster label of the co-citation network
图3 卫星重力与地球重力场的引文网络聚类图
节点大小代表共被引频次;节点之间连线代表存在共被引关系;黑色字体为共被引网络的聚类标签
Fig.3 Cluster diagram of citation network of satellite gravity and the Earth's gravity field
The size of the node represents the co-citation frequency; The connection between the nodes represents the co-citation relationship; The black font is the cluster label of the co-citation network
表6 卫星重力与地球重力场的引文聚类表
Table 6 Citation clustering table of satellite gravity and Earth gravity field
表6 卫星重力与地球重力场的引文聚类表
Table 6 Citation clustering table of satellite gravity and Earth gravity field
图4 卫星重力与地球重力场的引文聚类的时间线视图
不同聚类所代表的课题具有不同的爆发强度与延续时长。时间线视图上的年轮大小代表课题的爆发强度;右侧文字为聚类标签;水平线长度代表该聚类的持续时间;顶部数字为各时间切片的末尾年份
Fig.4 Timeline view of citation clustering between satellite gravity and the Earth's gravity field
The topics represented by different clusters have different burst intensity and duration. The size of the annual ring on the timeline view represents the intensity of the topic; The text on the right is the cluster label; The length of the horizontal line represents the duration of the cluster; The top number is the end year of each time slice
图4 卫星重力与地球重力场的引文聚类的时间线视图
不同聚类所代表的课题具有不同的爆发强度与延续时长。时间线视图上的年轮大小代表课题的爆发强度;右侧文字为聚类标签;水平线长度代表该聚类的持续时间;顶部数字为各时间切片的末尾年份
Fig.4 Timeline view of citation clustering between satellite gravity and the Earth's gravity field
The topics represented by different clusters have different burst intensity and duration. The size of the annual ring on the timeline view represents the intensity of the topic; The text on the right is the cluster label; The length of the horizontal line represents the duration of the cluster; The top number is the end year of each time slice
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