Online First

International Journal of Knowledge Content Development & Technology - Vol. 14 , No. 1

[ Article ]
International Journal of Knowledge Content Development & Technology - Vol. 12, No. 3, pp. 31-49
ISSN: 2234-0068 (Print) 2287-187X (Online)
Print publication date 30 Sep 2022
Received 03 Nov 2021 Revised 12 Jan 2022 Accepted 14 Jan 2022
DOI: https://doi.org/10.5865/IJKCT.2022.12.3.031

Quantum Sensing Research: A Scientometric Assessment of Global Publications during 1991-2020
Brij Mohan Gupta* ; Surinder Mohan Dhawan** ; Ghouse Modin Mamdapur***
*Formely with CSIR-NISTADS, New Delhi, India (bmguptal@gmail.com)
**Formely with CSIR-NISTADS, New Delhi, India (smdhawan@yahoo.com)
***Synthite Industries (P) Ltd, Kolenchery, Kerala, India (ghouse@synthite.com)


Abstract

The study presents a global research scenario in the domain of quantum sensing in quantitative and qualitative terms. The study is based on an analysis of 588 global publications in the field, sourced from the Scopus database for the period 1991-2020. The study identified key countries, organizations and authors, network collaborative linkages at national, institutional, and author level. In addition, it identified broad subject areas intersecting quantum sensing research, key journals for research communications, and broad characteristics of highly-cited papers. The study finds that the USA and Germany lead the world ranking in quantum sensing research with a combined share of 50% to the global output. The USA, Germany, and Italy are the home countries to 13 of the top 15 most productive organizations, and also the home countries to 14 of the top 15 most productive authors in the subject. The top journals publishing most research publications are Physical Review A, Physical Review Letters and New Journal of Physics. However, in the most cited journals list in the subject, Agriculture & Forest Meterology, Science and Physical Review A tops the list.


Keywords: Quantum Sensing, Quantum Sensors, Global Publications, Scientometrics, Bibliometrics

1. Introduction

Quantum sensing deals with quantum measurement, exploring the use of quantum properties in single particles to measure a broad range of physical quantities, and to set higher levels of measurement accuracy, far beyond what was the limit previously perceived by uncertainty principle (Degen, Reinhard & Cappellaro, 2017). Quantum sensing uses quantum technologies to design and engineer drastically improved sensors and measuring devices (Pirandola et al., 2018). Quantum sensors promise far more accuracy in measurements than conventional sensors. Quantum sensors promise new detection capabilities, detecting even the tiniest electrical signals in the human body, monitoring brain activity on the go, and detecting underground signals that will have applications in civil engineering and resource extraction including oil and gas. It will now be possible to have ultra-accurate navigation, even underwater, and sense changes in gravity thereby revealing potential earthquakes or volcanic activity, climate change. Above all, it will be possible to measure physical quantities against atomic properties, so there is no drift or need to calibrate (CNRS, 2021; NATO, 2020; Tetienne & Hall, 2021). In brief, quantum sensing finds innovative applications in as diverse fields as metrological standards, biological imaging, navigation systems, detailed underground mapping, next generation detectors, and autonomous cars (Fuentes & Bouyer, 2021). Quantum sensing not only have important commercial applications, they have potential to improve our everyday life and will also deepen our understanding of nature. Given the disruptive role that quantum sensing technologies are going to play in the near future, it will be worthwhile that a bibliometric study be undertaken to analyze and evaluate the global literature in quantum science research with the aim to identify the key players in this research at global, national, institutional, and individual scientist level.


2. Literature Review

As seen from the literature, no bibliometric study has been published till date on the topic assessment and evaluation of national and global research on quantum sensing. However, quite a few studies on similar topics have already been undertaken, such as quantum technologies, quantum computing (4703 global publications during 2007-16) quantum machine learning (1374 global publications during 1999-20), quantum neural networks (546 global records during 1990-19), quantum cryptography (10801 publications during 1992-20), quantum electronics (10115 records since 2008), quantum information processing (2000-17), quantum robotics (650 global records during 1993-20) and quantum dots (Dhawan, Gupta & Mamdapur, 2018; Dhawan, Gupta & Mamdapur, 2021; Gupta & Dhawan, 2020a; Dhawan, Gupta & Mamdapur, 2021; Ibrahim, Julius & Choudhury, 2021; Terekhov, 2020; Gupta & Dhawan, 2020b; Gupta, Dhawan & Mamdapur, 2021; Seskir & Aydinoglu, 2021; Tolcheev, 2018). Given the fact that no study has been undertaken till date in quantum sensing, the authors thought it appropriate to fill the gap and accordingly undertake this study to assess and evaluate global literature in the subject on metrics.


3. Objectives

The study seeks to understand the status and performance of global research in the domain of quantum sensing at global, national, institutional, and individual author level based on select indicators derived from publications and citation data in the subject. The data for the study has been sourced from the Scopus international database for the period 1991-2020. For research evaluation, the publications data on quantum sensing will be analyzed on a number of parameters (i) distribution of publications by type and source, (ii) publication growth rate- annual and cumulative, (iii) quantify citation impact of publications in terms of citations per paper, relative citation index, and share of highly-cited papers (iv) identify the most productive countries in the world, (v) distribution of publications by broad subjects and significant keywords, (vi) identify and profile of most productive organizations and the most productive authors in the world, (vii) identify top channels for research communication, and (viii) describe the bibliographic characteristics of highly-cited papers in the subject.


4. Methodology

The Scopus database (https://www.scopus.com) is used in this study for sourcing publication and citation data on the topic of quantum sensing research. A comprehensive search strategy was developed for identifying, retrieving, and downloading publications metadata. The keywords “quantum sensing” and “quantum sensors” were clubbed to field tags “Keyword” and “Title” (Article Title). The search output was confined to global search limited to the publication period ‘1991-20’. Subsequently, the search output was refined by the publication country name, one by one, to identify and generate a list of top 10 most productive countries of the world in this subject. The search yielded 588 global records, which were downloaded in csv file format to be further analyzed using statistical methods. The analytical provisions of the Scopus database were used to generate statistics on the publications output by broad subject areas, collaborating countries, contributing authors, affiliating organizations, and source journals, etc. The citations to each publication were counted from the date of their publication till 27.2.2021. The study examined the performance of the most productive countries, organizations, authors and journals on select bibliometric indicators. The VOS viewer and biblioshiny app for bibliometrix were used to evaluate and visualize the interactions among most productive countries/territories, organizations, authors and keywords. (TITLE (“quantum sensor*” or “quantum sensing”) OR KEY (“quantum sensor*” or “quantum sensing”)) AND (EXCLUDE (PUBYEAR, 2021)).


5. Analysis and Results
5.1 Publication and Citation Analysis

The global research in the domain of quantum sensing accumulated a total of 588 publications, an average of 19.6 publications per year during 1991-2020. The research in the subject: (i) registered a 14.85% annual average growth, (ii) its annual output increased in publication volume from just 1 to 121 during 1991-2020 and (iii) its 15-year cumulative output increased by 16.37.5% from 32 in 1991-05 to 556 in 2006-20. Of the total output, the largest share appeared as articles and conference papers (55.27% and 35.54%), respectively. The remaining output appeared as reviews (3.74%), conference reviews (2.55%), book chapters (1.19%), letters and short surveys (0.51% each) and book, editorial, note and erratum (0.17% each). The quantum sensing research registered a citation impact of 12.04 citations per paper (CPP) since publication during 1991-2020. Its citation impact in a 15 year window since publication was the highest, at 18.63 CPP in 1991-2005, which slipped to 11.66 CPP in 2006-2020 (Table 1).

Table 1. 
Quantum sensing research: global publications output and citations 1991-2020
Publication Period TP TC CPP FP Publication Period TP TC CPP FP
1991 1 12 12.00 2010 10 34 3.40 1
1992 1 9 9.00 2011 14 541 38.64 3
1993 3 240 80.00 2012 17 245 14.41 3
1997 1 9 9.00 2013 16 155 9.69 6
1998 2 5 2.50 2014 20 635 31.75 1
1999 1 5 5.00 2015 26 435 16.73 7
2000 2 120 60.00 2 2016 30 697 23.23 10
2001 3 24 8.00 2017 61 1337 21.92 31
2002 1 58 58.00 2018 88 941 10.69 56
2003 7 78 11.14 1 2019 120 462 3.85 61
2004 6 18 3.00 2020 121 194 1.60 69
2005 4 18 4.50 1991-2005 32 596 18.63 3
2006 5 32 6.40 2006-2020 556 6483 11.66 250
2007 9 84 9.33 1991-2020 588 7079 12.04 253
2008 8 492 61.50 1
2009 11 199 18.09 1
TP=Total Papers; TC=Total Citations; CPP=Citations Per Paper; FP=Funded Papers

Of the total 588 publications, 253 (43.03%) had resulted from sponsored research projects funded by 100+ national and international funding agencies. The number of funded papers increased in publication volume from 3 in 1991-2005 to 250 in 2006-20. The bulk of the funded papers, 73.52% share, appeared during the last 3 years.

The sponsored research papers received a total of 3640 citations since their publication, registering a citation impact of 14.39 citations per paper, marginally above the world average of 12.04 CPP. The leading funding agencies in quantum sensing research were: National Science Foundation (45 papers), European Research Council (32 papers), Deutsche Forschungsgemeinschaft and European Commission (24 papers each), Horizon 2020 Framework Program (21 papers), National Natural Science Foundation of China (20 papers), Japanese Society for Promotion of Science (18 papers), etc.

5.2 Top 10 most productive countries

The global research in the domain of quantum sensing witnessed the participation of 48 countries across the world. The distribution of research by country of publication is skewed: 31 countries contributed 1-10 papers each, 14 countries 11-50 papers each and 2 countries 108-206 papers each. The USA and Germany lead the global ranking with 35.03% and 18.37% global share respectively, followed by the U.K., China, Italy, Japan, France and Australia (from 5.27% to 9.86%), Russia Federation and Switzerland (4.76% and 3.91%). Five of the top 10 countries registered their relative citation index above the group average (1.23): Switzerland (6.02), Australia (1.46), U.K. (1.41), USA (1.39) and Germany (1.27). The international collaborative papers (ICP) as a share of national output of top 10 countries varied from 27.18% to 72.41%, with an average of 47.62% (Table 2).

Table 2. 
Quantum sensing research: top 10 most productive countries 1991-2020
S. No Name of the Country TP TC CPP HI ICP %ICP %TP RCI TCL
1 USA 206 3442 16.71 28 56 27.18 35.03 1.39 73
2 Germany 108 1657 15.34 17 62 57.41 18.37 1.27 108
3 U.K. 58 982 16.93 15 42 72.41 9.86 1.41 70
4 China 50 188 3.76 8 18 36.00 8.50 0.31 25
5 Italy 47 351 7.47 9 22 46.81 7.99 0.62 32
6 Japan 38 199 5.24 9 19 50.00 6.46 0.43 27
7 France 36 163 4.53 9 21 58.33 6.12 0.38 45
8 Australia 31 545 17.58 10 18 58.06 5.27 1.46 26
9 Russia Federation 28 87 3.11 5 8 28.57 4.76 0.26 14
10 Switzerland 23 1666 72.43 11 14 60.87 3.91 6.02 21
Total of 10 countries 625 9280 14.85 12.1 280 47.62 106.29 1.23 441
World total 588 7079 12.04 27.18 100.00
TP=Total Publications; TC=Total Citations; CPP=Citations per Paper; HI= Herch Index; TCL=Total Collaborative Linkages; ICP=International Collaborative Publications; RCI=Relative Citation Index

5.2.1 Collaborative linkages among top 10 countries

All of the top 10 most productive countries collaborated in quantum sensing research; their one-to-many collaborative linkages count varied from 17 to 330. Their one-to-one collaborative linkages, between two countries constitute a total of 441 linkages and these varied from 14 to 108. Germany, the USA and the U.K. registered the largest number of collaborative linkages (108, 73 and 70) with other countries. Similarly, Russia Federation, Switzerland and China registered the lowest number of collaborative linkages (14, 21 and 25) with other countries. Among the leading country-to-country collaborations, the Germany-France topped the list, registered the highest number of collaborative linkages (14), followed by the USA-Germany (13 linkages), Germany-U.K. (12 linkages), USA-U.K. (9 linkages), Germany-China (7 linkages), USA-Italy, Germany-Italy, Germany-Japan, Germany-Switzerland, U.K.-France, U.K.-Australia and Italy-France (6 linkages each), etc (Table 3). A total 47 countries were engaged in Quantum Sensing research. A visual map network interactions among top ten countries was created using VOS viewer tool. The collaborative linkages for Germany were the maximum 71 (9 nodes), followed by the USA 47 (9 nodes) and the U.K. 43 (8 nodes). These top 10 collaborating countries appear in two clusters as shown in Fig. 1. The thickness of links between the countries coupled with the distance between them represents the degree of their collaboration in research. The bigger the diameter of a network country node and its font size, the bigger its weight in research collaboration.

Table 3. 
Quantum sensing research: collaborative linkages among most productive countries 1991-2020
S. No Name of the Country Collaborative linkages with other countries TCL(NOC)
1 USA 2(13), 3(9), 4(1), 5(6), 6(4), 7(2), 8(4), 9(4), 10(4) 47(9)
2 Germany 1(13), 3(12), 4(7), 5(6), 6(5), 7(14), 8(4), 9(4), 10(6) 71(9)
3 U.K. 1(9), 2(12), 5(4), 6(3), 7(6), 8(6), 9(2), 10(1) 43(8)
4 China 1(1), 2(7), 6(1), 10(1) 10(4)
5 Italy 1(6), 2(6), 3(4), 7(6), 8(2) 24(5)
6 Japan 1(4), 2(5), 3(3), 4(1), 5(4), 8(2), 9(1), 10(2) 20(8)
7 France 1(2), 2(14), 3(6), 5(6), 8(2), 10(2) 32(6)
8 Australia 1(4), 2(4), 3(6). 5(2), 6(4), 7(2), 22(6)
9 Russia Federation 1(4), 2(4), 3(2), 6(1), 10(1) 12(5)
10 Switzerland 1(4), 2(6), 3(1), 4(1), 6(2), 7(2), 9(1) 17(7)
TCL=Total Collaborative Linkages; NOC=Number of Countries


Fig. 1. 
Country-wise collaboration network visualization

5.3 Subject-wise distribution

The Scopus database classified the global output on the topic of quantum sensing in 7 broad disciplines (Table 3). Physics & Astronomy, Engineering and Materials Science are the top subject areas intersecting with quantum sensing research. They accounted for 76.02%, 45.07% and 42.52% for global share respectively in the subject, followed by Computer Science and Mathematics (21.43% and 17.18%), Chemistry and Biochemistry, Genetics & Microbiology (8.67% and 7.65%) during 1992-2020. In terms of research activity index between 1991-2005 and 2006-2020, the subjects which showed a jump in their research activity in 11 years were: Physics & Astronomy, Engineering Materials Science, Chemistry and Biochemistry, Genetics & Microbiology. Besides, Computer Science and Mathematics showed a decline in research activity during the period. Of the top ten subjects, Chemistry registered the highest citation impact per paper (25.9 CPP) and Biochemistry, Genetics & Molecular Biology subject the lowest (1.48 CPP) (Table 4).

Table 4. 
Quantum sensing research: subject-wise breakup of global publications 1999-2020
S.No Subject Number of Papers Activity Index TC CPP %TP
1991-05 2006-20 1991-2020 1991-05 2006-20 1999-2020
1 Physics & Astronomy 14 433 447 57.55 102.44 5051 11.30 76.02
2 Engineering 14 251 265 97.08 100.17 1185 4.47 45.07
3 Materials Science 12 238 250 88.20 100.68 1323 5.29 42.52
4 Computer Science 11 115 126 160.42 96.52 394 3.13 21.43
5 Mathematics 11 90 101 200.12 94.24 359 3.55 17.18
6 Chemistry 0 51 51 0.00 105.76 1321 25.90 8.67
7 Biochemistry, Genetics & Molecular Biology 2 343 45 10.65 105.14 510 1.48 7.65
Total 32 556 588 100.00 100.00 7079 12.04 100.00
TP=Total Publications; TC=Total Citations; CPP=Citations per Paper

5.3.1 Significant keywords

The top 43 keywords (assumed to be significant) were identified from the global literature (588) on quantum sensing research (Table 4). These keywords, considered as research hot-spots, provide a secondary approach to identify research trends in the domain of quantum sensing. The frequency of keyword occurrence in the quantum sensing literature for 1991-2020 was the maximum (250) for ‘Quantum Sensors’, followed by ‘Quantum Sensing’ (132), ‘Quantum Optics’ (110), ‘Quantum Theory’ (90), ‘Quantum Entanglement’ (81), ‘Photons’ (62), ‘Nitrogen Vacancy Center’ (55), ‘Nitrogen Vacancies’ (51), etc (Table 5). A co-occurrence relationship chart of top keywords is shown in Fig. 2. The size of each node (associated to a keyword) is proportional to the number of documents where the keyword appears. Keywords co-occurrence chart created using VOS viewer software formed four clusters. Red and green colour clusters with 15 items each, blue colour with 11 items and yellow colour with 2 items as shown in Fig. 2.

Table 5. 
List of top 43 significant keywords appearing in global quantum sensing literature
S.No Name of the Keyword Frequency S.No Name of the Keyword Frequency S.No Name of the Keyword Frequency
1 Quantum Sensors 250 16 Quantum Technologies 29 31 Quantum Mechanics 15
2 Quantum Sensing 132 17 Magnetometry 28 32 Semiconductors Lasers 15
3 Quantum Optics 110 18 Quantum Information 28 33 Quantum Electronics 14
4 Quantum Theory 90 19 Quantum Communication 26 34 Sensing Applications 14
5 Quantum Entanglement 81 20 Sensors 25 35 Nanophotonics 13
6 Photons 62 21 Dynamical Decoupling 24 36 Quantum Imaging 13
7 Nitrogen Vacancy Center 55 22 Interferometers 24 37 Nanomagnetics 12
8 Nitrogen Vacancies 51 23 Spin Dynamics 22 38 Quantum Computing 12
9 Nitrogen 50 24 Radar 21 39 Quantum Cryptography 12
10 Atoms 45 25 Atom Inferometry 20 40 Atomic Clocks 12
11 Diamonds 45 26 Cold Atoms 20 41 Microwave Sensors 11
12 Interferometry 36 27 Magnetism 20 42 Quantum Chemistry 11
13 Quantum Computers 36 28 Nano-Diamonds 20 43 Semiconductor Quantum Dots 9
14 Magnetic Fields 33 29 Atom Lasers 17
15 Quantum Meterology 32 30 Quantum Radar 17


Fig. 2. 
Keywords Co-occurrence Networks chart on Quantum Sensing research from 1991 to 2020.

5.4 Top 15 most productive organizations

In all, a total of 293 organizations were found to have participated in quantum sensing research during 1991-2020. Of these, 231 organizations published 1-5 papers each, 40 organizations 6-10 papers each, 18 organizations 11-20 papers each and 5 organizations 21-36 papers each. Of the top 15 most productive global organizations in quantum sensing research, 4 each were from the USA, Germany and Italy and 3 from France. The research productivity of top 15 most productive organizations in the subject varied from 12 to 36 publications per organization; together they contributed a 35.52% (488) global publications share and a 76.62% (17190) global citations share during the period. The scientometric profile of top 15 most productive organizations is presented in (Table 6). On further analysis, it was observed that (i) Five of the 15 organizations contributed publications above average productivity (18.13) of all 15 organizations: Naval Research Lab., USA (36 papers), Massachusetts Institute of Technology, USA (34 papers), University of Ulm, Germany (30 papers), Gottfried Wilhelm Leibniz Universitat Hannover, Germany (27 papers) and Humboldt-Universitat zu Berlin, Germany (21 papers); and (ii) Two of the top 15 organizations performed, in terms of citation per paper and relative citation index, above their group average (12.82 and 1.06 respectively): Massachusetts Institute of Technology, USA (38.76 and 3.22) and University of Ulm, Germany (19.4 and 1.61).

Table 6. 
Scientometric profile of 15 most productive organizations in quantum sensing research 1991-2020
S.No Name of the Organization TP TC CPP HI ICP ICP (%) RCI TCL
1 Naval Research Lab., USA 36 273 7.58 10 10 27.78 0.63 31
2 Massachusetts Institute of Technology, USA 34 1318 38.76 14 11 32.35 3.22 49
3 University of Ulm, Germany 30 582 19.40 11 23 76.67 1.61 107
4 Gottfried Wilhelm Leibniz Universitat Hannover, Germany 27 294 10.89 7 13 48.15 0.90 104
5 Humboldt-Universitat zu Berlin, Germany 21 174 8.29 5 8 38.10 0.69 95
6 CNRS, France 17 196 11.53 7 9 52.94 0.96 111
7 Consiglio Nazionale delle Ricerche, Italy 16 72 4.50 5 7 43.75 0.37 74
8 National Institute of Standards & Technology, USA 15 121 8.07 6 3 20.00 0.67 38
9 Ferdinand-Braun Institut Leibniz-Institut fur Ho Hochstfrequenztechnik, Germany 14 79 5.64 3 1 7.14 0.47 35
10 LENS European Lab for Non-Linear Spectroscopy, Italy 14 138 9.86 6 10 71.43 0.82 74
11 L’Observatoires de Paris, France 13 113 8.69 6 7 53.85 0.72 97
12 Systemes de Reference Temps-Espace, France 13 113 8.69 6 7 53.85 0.72 91
13 Universersita degli Studi di Firenze, Italy 13 94 7.23 5 9 69.23 0.60 75
14 University of Missouri, USA 12 39 3.25 4 8 66.67 0.27 26
15 CNR-Instituto Nazionale di Ottica, Italy 12 73 6.08 6 4 33.33 0.51 38
Total of 15 organizations 287 3679 12.82 6.73 130 45.30 1.06 1045
Global total 588 7079 12.04
Share of top 15 organizations in global total 48.81 51.97
TP=Total Publications; TC=Total Citations; CPP=Citations per Paper; HI= Herch Index; TCL=Total Collaborative Linkages; ICP=International Collaborative Publications; RCI=Relative Citation Index

5.4.1 Institutional collaboration linkages among top 15 organizations

The top 15 most productive organizations collaborated in quantum sensing research. Their combined collaborative linkages strength is 145 and it varied from 26 to 111 linkages per organization. The strength of collaborative linkages between one-to-one organizations varied from 1 to 13 (Table 7). CNRS, France, University of Ulm, Germany and Gottfried Wilhelm Leibniz Universitat Hannover, Germany registered the highest number of collaborative linkages (111, 107 and 104). Similarly, University of Missouri, USA, Ferdinand-Braun Institut Leibniz-Institut fur Ho Hochstfrequenztechnik, Germany and Naval Research Lab., USA registered the lowest linkages (26, 31 and 36). In terms of one-to-many organizations links, -- Humboldt-Universitat zu Berlin, Germany and Ferdinand-Braun Institut Leibniz-Institut fur Ho Hochstfrequenztechnik, Germany and L’Observatoires de Paris, France and Systemes de Reference Temps-Espace, France -- registered the highest number of collaborative linkages (13 each), followed by Naval Research Lab., USA and University of Missouri, USA and LENS European Lab for Non-Linear Spectroscopy, Italy and Universersita degli Studi di Firenze, Italy (12 linkages each), Gottfried Wilhelm Leibniz Universitat Hannover, Germany and Humboldt-Universitat zu Berlin, Germany and Gottfried Wilhelm Leibniz Universitat Hannover, Germany and Humboldt-Universitat zu Berlin, Germany (11 linkages each), CNRS, France and L’Observatoires de Paris, France and CNRS, France and Systemes de Reference Temps-Espace, France (9 linkages each), etc. The collaborative networks between 15 top institutes were mapped through biblioshiny tool and represented in Fig. 3. The box represents each note and its size depends upon the number of its publications and the lines indicates the links between collaborating institutions. The various colors in the visualization networks represent the cooperation clusters. The largest cluster (in green) represents the University of Ulm, Germany, Gottfried Wilhelm Leibniz Universitat Hannover, Germany, Humboldt-Universitat zu Berlin, Germany and Ferdinand-Braun Institut Leibniz-Institut fur Ho Hochstf requenztechnik, Germany.

Table 7. 
Quantum sensing research: collaborative linkages among most productive organiztions 1991-2020
S. No Name of the Organization Number of Collaborative linkages with other organizations TCL(NOC)
1 Naval Research Lab., USA 14(12) 12(1)
2 Massachusetts Institute of Technology, USA 7(2), 10(3), 13(3) 8(3)
3 University of Ulm, Germany 4(7), 5(5), 10(1), 12(1) 14(4)
4 Gottfried Wilhelm Leibniz Universitat Hannover, Germany 3(7), 5(11), 6(4),7(1), 8(1), 9(3), 11(4), 12(4) 35(8)
5 Humboldt-Universitat zu Berlin, Germany 3(5), 4(11), 6(2), 7(1), 9(13), 10(4), 11(4), 12(4), 13(4) 48(9)
6 CNRS, France 3(2), 4(4), 5(2), 7(1), 9(1), 10(2), 11(9), 12(9), 13(2), 32(9)
7 Consiglio Nazionale delle Ricerche, Italy 2(2), 4(1), 5(1), 6(1), 9(1), 10(3), 11(1), 12(1), 13(4), 15(8) 23(10)
8 National Institute of Standards & Technology, USA 4(1), 10(1), 13(1) 3(3)
9 Ferdinand-Braun Institut Leibniz-Institut fur Ho Hochstfrequenztechnik, Germany 4(3), 5(13), 6(1), 7(1), 10(1), 11(1), 13(1) 21(7)
10 LENS European Lab for Non-Linear Spectroscopy, Italy 2(3), 4(4), 5(4), 6(2), 7(3), 8(1), 9(1), 11(4), 13(12), 15(4) 38(10)
11 L’Observatoires de Paris, France 4(4), 5(4), 6(9), 7(1), 9(1), 10(4), 12(13), 13(4) 40(8)
12 Systemes de Reference Temps-Espace, France 3(1), 4(4), 6(9), 5(4), 7(1), 9(1), 10(4), 11(13), 13(4) 41(9)
13 Universersita degli Studi di Firenze, Italy 2(3), 3(1), 4(4), 5(4), 6(2), 7(4), 8(1), 10(12), 11(4), 12(4), 15(4) 43(11)
14 University of Missouri, USA 1(12) 12(1)
15 CNR-Institute Nazionale di Ottica, Italy 2(3), 7(8), 10(4), 13(4) 19(4)
TCL=Total Collaborative Linkages; NOO=Number of Organizations


Fig. 3. 
Institutional collaboration networks chart on quantum sensing research

5.5 Top 15 most productive authors

In all, a total of 389 authors contributed to global research in the domain of quantum sensing during 1991-2020. Of these, 342 authors published 1-5 papers each,34 authors 6-10 papers each, 12 authors 11-20 papers each and 1 author 21 papers. Of the top 25 authors, 6 were from Germany, 4 each from Italy and USA and 1 from Israel. The research productivity of the top 15 most productive authors varied from 9 to 21 publications per author. Together they accounted for a 34.18% (201) global publications share and a 40.26% (2850) global citations share. The scientometric profile of top 15 most productive organizations is presented in (Table 8).

Table 8. 
Scientometirc profile of top 15 most productive in quantum sensing research 1991-2020
S.No Name of the Author Affiliation of the Author TP TC CPP HI ICP ICP (%) RCI TCL
1 A. Peters Humboldt-Universitat zu Berlin, Germany 21 174 8.29 5 8 38.10 0.69 303
2 M. Lanzagorta Naval Research Lab, USA 20 121 6.05 6 10 50.00 0.50 33
3 J. F. Smith Naval Research Lab., USA 16 152 9.50 8 0 0.00 0.79 0
4 F. Jelezko University of Ulm, Germany 15 397 26.47 7 13 86.67 2.20 82
5 A. Wicht Ferdinand-Braun-Institut, Leibniz-Institut Fur Hochsfreqienzrecnik, Germany 15 88 5.87 4 1 6.67 0.49 125
6 P. Cappellars Massachusetts Institute of Technology, USA 14 865 61.79 9 7 50.00 5.13 46
7 J. Uhlmann Naval Research Lab, USA 13 39 3.00 4 8 61.54 0.25 29
8 W. Ertmer Gottfried Wilhelm Leibniz Universitat Hannover, Germany 12 113 9.42 4 8 66.67 0.78 198
9 M. B. Plenio University of Ulm, Germany 12 201 16.75 6 5 41.67 1.39 58
10 M. Barbieri Universitat degli Studi Roma Tre, Italy 11 52 4.73 4 1 9.09 0.39 76
11 I. Gianani Universitat degli Studi Roma Tre, Italy 11 52 4.73 4 1 9.09 0.39 76
12 E. M. Rasel Gottfried Wilhelm Leibniz Universitat Hannover, Germany 11 146 13.27 5 10 90.91 1.10 215
13 A. Retzker Hebrew University of Jerusalem, Israel 11 217 19.73 7 8 72.73 1.64 45
14 G. M. Tino LENS European Lab for Non-Linear Spectroscopy, Italy 10 194 19.40 5 6 60.00 1.61 104
15 V. Cimini Universitat degli Studi Roma Tre, Italy 9 39 4.33 4 6 66.67 0.36 71
201 2850 14.18 5.47 92 45.77 1.18 1461
588 7079 12.04
34.18 40.26
TP=Total Publications; TC=Total Citations; CPP=Citations per Paper; HI= Herch Index; TCL=Total Collaborative Linkages; ICP=International Collaborative Publications; RCI=Relative Citation Index

On further analysis, it was observed that: (i) Six of top 15 authors contributed publications above the average productivity (13.4) of all 15 organizations: A. Peters (21 papers), M. Lanzagorta (20 papers), J.F. Smith (16 papers), F. Jelezko and A. Wicht (15 papers each) and P. Cappellars (14 papers); (ii) Five authors registered citation per paper and relative citation index above their group average (14.18 and 1.18): P. Cappellars (61.79 and 5.13), F. Jelezko (26.47 and 2.20), A. Retzker (19.73 and 1.64), G.M.Tino (19.40 and 1.61) and M.B. Plenio(16.75 and 1.39).

5.5.1 Collaborative linkages among top 15 authors

All of the top 15 most productive authors, except two, collaborated in quantum sensing research. Their combined collaborative linkages strength is 1461 links and it varied from 17-72 links per author. The number of collaborative linkages between one-to-one authors varied from 4 to 13 (Table 9). A. Peters, E. M. Rasel and W. Ertmer registered the highest number of collaborative linkages (303, 215 and 198. J. Uhlmann, M. Lanzagorta and A. Retzker registered the lowest collaborative linkages (29, 33 and 45) among top 15 authors. Among the author to author collaboration linkages, A. Peters and A. Wicht and M. Lanzagorta and J. Uhlmann registered the highest number of collaborative linkages (13 each), followed by A. Peters – E. M. Rasel, W. Ertmer – E. M. Rasel, M. Barbieri – I. Gianani and A. Peters – E. M. Rasel (11 linkages each), each. As seen from collaborative network of top 15 authors was mapped by using the biblioshiny tool (Fig. 4). The thickness of the box (node) is proportional to its number of collaborative publications. The bigger the box size and the text font size, the more the number of collaborative publications. The map suggested that there has been active collaboration amongst the most productive authors.

Table 9. 
Quantum sensing research: collaborative linkages among top 15 most productive authors
S. No Name of the Author Number of collaborative linkages with other authors Total Collaborative linkages
1 A. Peters 5(13), 8(9), 12(11), 14(4) 37(4)
2 M.Lanzagorta 7(13) 13(1)
3 J.F.Smith Nil Nil
4 F.Jelezko 9(5), 13(6) 11(2)
5 A.Wicht 1(13) 13(1)
6 P.Cappellars Nil Nil
7 J.Uhlmann 2(13) 13(1)
8 W.Ertmer 1(9), 12(11), 14(4) 24(3)
9 M.B.Plenio 4(5) 5(1)
10 M.Barbieri 11(11), 15(9) 20(2)
11 I.Gianani 10(11), 15(9) 20(2)
12 E.M.Rasel 1(11), 8(11) 22(2)
13 A.Retzker 4(6) 6(1)
14 G.M.Tino 1(4), 8(4) 8(2)
15 V.Cimini 11(9) 9(1)


Fig. 4. 
Collaborative linkages network of top authors on Quantum Sensing research from 1991 to 2020.

5.6 Channels of research communication

Of the total world output in quantum sensing research, 59.52% (350) appeared in 141 journals, 36.73% (216) in conference proceedings, 1.87% (11) in book series, 1.02% (6) as books and 0.85% (5) in trade journals. Of the 141 journals, 130 published 1-5 papers each, 5 published 6-10 papers each, 4 published 11-20 papers each and 2 journals published 21-28 papers each during 1991-2020.

The top 15 most productive journals accounted for a 48.0% share of the global output in quantum sensing research during the period. The top 5 most productive journals were: Physical Review A (30 papers), Physical Review Letters (28 papers), New Journal of Physics (23 papers), Physical Review Applied (17 papers) and Nano Letters (11 papers). The top 5 most impactful journals were: Agriculture & Forest Meterology (69.67), Science (42.17), Physical Review A (34.0), Nature Communication (30.56) and Physical Review Letters (25.07). A list of top 15 most productive journals is shown in Table 10.

Table 10. 
List of top 15 most productive journals in quantum sensing
S. No Name of the Journal TP TC CPP
1 Physical Review A 30 579 19.30
2 Physical Review Letters 28 702 25.07
3 New Journal of Physics 23 285 12.39
4 Physical Review Applied 17 70 4.12
5 Nano Letters 11 247 22.45
6 Nature Communication 9 275 30.56
7 Quantum Science & Technology 8 11 1.38
8 ACS Photonics 6 77 12.83
9 Agriculture & Forest Meteorology 6 418 69.67
10 Science 6 253 42.17
11 Applied Physics Letters 5 59 11.80
12 Journal of Physics B 5 26 5.20
13 Physical Review X 5 96 19.20
14 Scientific Reports 5 23 4.60
15 EPJ Quantum Technology 4 27 6.75
Total of 15 top journals 168 3148 18.74
Global total papers in journals 350
Share of top 15 journals in global total 48.0
TP=Total Publications; TC=Total Citations; CPP=Citations Per Paper

Agriculture & Forest Meteorology, Physical Review Letters and Science and 1 paper each in Angewandte Chimie-International Edition, Annual Review of Physical Chemistry, Contemporary Physics, Nature Photonics., New Journal of Physics, Physical Review A and Review of Modern Physics

5.7 Highly-cited papers

Of the total 588 global publications on quantum sensing research during 1991-2020, only 13 (2.21% share) registered 102 to 604 citations per paper (assumed here as highly-cited papers). These 13 highly cited papers received a total of 2891 citations, since their publication, an average of 222.38 citations per paper. The distribution of citations across 13 highly cited papers is highly skewed: 9 papers each registered citations in the range 102-149 and 4 papers in citation range 203-604. Among the 13 highly cited papers (11 articles and 2 reviews), 4 involved zero collaboration and 1 resulted from national collaboration and 8 from international collaboration. Among 13 highly cited papers, USA contributed the highest number of papers (6), followed by Germany, Switzerland and U.K. (4 papers each), Australia (2 papers), Canada, Costa Rica, Denmark, Estonia, France, Netherland, Singapore and Spain (1 paper each). Among 13 highly-cited papers, 3 papers each have been contributed by MIT, USA, University of Ulm, Germany and ETH, Zurich. 10 journals account for 13 highly cited papers. Of these, the largest number of papers 2 each) has been published in Agriculture & Forest Meteorology, Physical Review Letters and Science and 1 paper each in Angewandte Chimie-International Edition, Annual Review of Physical Chemistry, Contemporary Physics, Nature Photonics., New Journal of Physics, Physical Review A and Review of Modern Physics.


6. Summary and Conclusion

The study analyses the global output in quantum sensing research on metrics with the aim to understand its status and performance at national, institutional, and author level. The study identified key players in quantum sensing research such as key countries, key institutions, key authors, and key areas of research. The study also presented a visual view of network collaborative relationships between key players. The global research on this theme comprised a total of 588 publications in the 30-year period 1991-2020. The global research registered a 14.85% annual average growth, its 15-year cumulative output increased by 16.37%, and its research received an average of 12.04 citations per paper (CPP) since publication during the period. A 43.03% share of global output appeared as sponsored research papers. Although participation in quantum sensing research is global (with a participation of 48 countries), but only the top two countries (the USA and Germany) account for a 50% share. The other productive countries in the list of top-10 are the U.K., China, Italy, Japan, France and Australia but their global share is comparatively small ranging from 5.27% to 9.86% share of world output. Although a total of 389 authors from 293 organizations had participated in global quantum sensing research, but a significant share (35.52% and 34.18%) of global output is dominated by the top 15 most productive organizations and top 15 most productive authors respectively. Among the top 15 participating organizations, 4 each come from the USA, Germany and Italy and 3 from France). Among top 15 most productive authors, 6 come from Germany, 4 each from Italy and USA and 1 from Israel. The journals such as Physical Review A (30 papers), Physical Review Letters (28 papers), New Journal of Physics (23 papers) and Physical Review Applied (17 papers) lead in global publication productivity. In addition, in terms of most cited journals, Agriculture & Forest Meteorology (69.67), Science (42.17), Physical Review A (34.0) and Nature Communication (30.56) top the most cited journals list. The global research in the field of quantum sensors is distributed across seven disciplines. Of these, Physics & Astronomy, Engineering and Materials Science accounted for a major share (76.02%, 45.07% and 42.52% respectively) to the global output.

The research in the field of quantum sensing is still at a nascent stage of its development. Even after 30-year research into quantum sensing area the body of literature in the subject is still very small, standing just at a total of 588 publications, nearly 19.6 publications globally per year. The USA, Germany, and Italy are the top three countries that have come to dominate the domain of quantum sensing research at a global level. This conclusion is based on country-wise research productivity, organization-wise productivity, and publication of research output that appeared mainly in research journals that have country of their publication in western countries. Further, this study finds that Massachusetts Institute of Technology, USA and University of Ulm, Germany have emerged both as most productive organizations and the most cited organizations. In addition, ETH, Zurich, though it is not ranking the list of top 15 most productive organizations, but it emerged as one of top three highly cited organizations. This confirms the view that there is very little correlation between most cited organizations and most productive organizations. The contribution of Asian countries in the growth and development of research in the subject is marginal. The findings in this study should be of interest to researchers, policy formulators and other actors, especially those from the developing countries. The findings in this study should be of interest to stakeholders in the country in planning R&D investments for strengthening research infrastructure, initiating new programmes aimed at international collaboration, and in undertaking fresh programmes for manpower development in the domain of quantum sensing research.


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[About the authors]

Dr. Brig Mohan Gupta superannuated from NISTADS, CSIR, India as a Chief Scientist in 2008 and later served as Emeritus Scientist in the institute 2009 to 2013. He holds B.Lib.Sci., Associatship in Documentation and Ph.D. degrees. He is Fullbright Professional Fellow in Library & Information Science (1999) and Fellow of the Society for Information Science (2007). He was the Principal Investigator for several sponsored research projects. Dr. Gupta had published more than 400 research papers in the area of scientometrics in national and international journals. He is editorial board member of five national journals in the area of scientometrics and Library Science. He has been Guest Editor of select special issues of a few journals in this area.

Dr. Surinder M. Dhawan superannuated in 2005 as a Senior Principal Scientist from National Physical Laboratory, CSIR, New Delhi, India. He is Ph.D. in Library Science from University of Delhi, MLIS from University of New York, USA, and M.Sc. Physics from Sardar Patel University, India. His areas of expertise are bibliometrics, digital library services, and special libraries. He successfully worked for library transition to digital library, and completed several bibliometric/scientometric research projects. He has published more than 100 research papers in various national and international journals in the area of bibliometrics/scientometrics.

Mr. Ghouse Modin Nabeesab Mamdapur is working in Synthite Industries (P) Ltd. Kolenchery, Ernakulam, Kerala, as a Scientist-Information and Documentation, Department of New Product Develop ment and Research, since 2012. He was a library trainee in Indian Institute of Astrophysics, Bangalore (2008-10) and later served as a Knowledge Manager in MindTree and Honeywell (2010-12). He holds the MLIS degree from Karnatak University, Dharwad (2006-08). Mr. Mamdapur has participated in several workshops, seminars, conferences. His areas of interest are information Literacy, Library 2.0, Web 2.0, and Knowledge Management. He has published over 25 research papers in the area of bibliometrics/scientometrics in some national and international journals.