Mealybug is a notorious pest which is affecting all kinds of plants. It is especially polyphagous, has good adaptation, and is easy to escape from pesticides. These pests are spreading over more nations and are now a problem for farmers everywhere. Hence the present study was aimed to undertake a scientometric analysis about mealybug research to know the depth of research on mealybugs. These records were collected using the keyword ‘mealybug’. There were 1898 records released in total between 1996 and 2022.
The most publishing authors
Table 1 displays the total number of records, TGCS, h-index, and the list of authors who have published the most. Of them, Daane, K.M. University of California, USA published the most research on mealybugs with 50 papers and an h-index of 23, followed by Kaydan, M.B. (40 papers), Millar, J.G. (29 papers), Shad, S.A. and Williams, D.J. (24 papers), and Franco, J.C. (23 papers). Further these published records research proves the management of mealybugs in agricultural areas utilising behavioural modulators (Pheromones). Mealybug sex pheromones are incredibly unique, which offers an opportunity for exploitation (Franco et al., 2022). The vine mealybug (VMB), Planococcus ficus (Hemiptera: Pseudococcidae), is a key insect pest of vineyards. The majority of the publications in vine mealybug were published by the most prolific author, Daane, K.M. The research findings are mainly focusing on mating disruption in VMB using pheromone-based trap captures. The grape mealybug, Pseudococcus maritimus, and the vine mealybug, Planococcus ficus, are the most common mealybug species in vineyards in the U.S. (Corcoran, et al., 2024). They feed on vine’s trunk, canes, leaves, or berry clusters. Due to its fast multiplication, cryptic nature, temperature tolerances and high population densities, it becomes a notorious pest in California. Hence Daane, K.M. made detailed study on this pest in management aspects.
Table – 1 Details of most publishing authors and Universities
S. No.
|
Authors
|
Details of Research Institute
|
Records
|
TGCS
|
h-index
|
Total
Authors
|
1
|
Daane KM
|
University of California, Dept. of Env. Sci. Policy & Management, USA
|
50
|
1473
|
23
|
250
|
2
|
Kaydan MB
|
Biotechnology Development and Research Centre, Cukurova University, Turkey.
|
40
|
264
|
8
|
158
|
3
|
Millar JG
|
University of California, Riverside, Dept. of Entomology, USA.
|
29
|
588
|
14
|
121
|
4
|
Shad SA
|
Bahauddin Zakariya University, Dept. of Entomology, Multan, Pakistan.
|
24
|
379
|
11
|
99
|
5
|
Williams DJ
|
Natural History Museum, Dept. of Entomology, London, England
|
24
|
165
|
7
|
53
|
6
|
Franco JC
|
Univ Tecn Lisboa, Ctr Estudos Florestais, Inst Super Agron, Lisbon, Portugal.
|
23
|
312
|
11
|
131
|
7
|
Zhou AM
|
China Agri. University, Red Imported Fire Ant Research Centre, China.
|
23
|
239
|
10
|
112
|
8
|
Gullan PJ
|
University of California, Dept. of Entomology, Davis, USA.
|
22
|
899
|
14
|
66
|
9
|
Hu JS
|
University of California, Dept. of Entomology, Davis, USA.
|
22
|
423
|
13
|
103
|
10
|
Cooper ML
|
University of California, Dept. of Environment & Management, Berkeley, USA.
|
21
|
549
|
12
|
131
|
11
|
Mendel Z
|
Agriculture Research Org, Volcani Centre, Dept. of Entomology, Bet Dagan, Israel.
|
21
|
340
|
11
|
128
|
12
|
Watson GW
|
California Dept. of Food & Agriculture, Plant Pest Diagnostic Centre, Sacramento, USA.
|
21
|
354
|
7
|
93
|
13
|
Afzal MBS
|
Bahauddin Zakariya Univ, Fac Agr Sci & Technol, Dept. of Entomology, Multan, Pakistan.
|
20
|
298
|
11
|
88
|
14
|
Cloyd RA
|
Purdue University, Dept. of Entomology, W Lafayette, USA
|
20
|
454
|
9
|
55
|
15
|
Miller DR
|
USDA ARS, Systematic Entomology Lab, BELTSVILLE, USA.
|
20
|
363
|
9
|
57
|
16
|
Tabata J
|
National Agriculture & Food Res. Org, Tsukuba, Ibaraki, Japan.
|
20
|
163
|
9
|
78
|
17
|
Chong JH
|
Univ. of Georgia, Dept. of Entomology, Griffin, USA.
|
18
|
284
|
10
|
44
|
18
|
Malausa T
|
UNSA, INRA, CNRS, UMR 1301, F-06903 Sophia Antipolis, France.
|
18
|
632
|
8
|
130
|
19
|
Sether DM
|
Univ Hawaii, Dept Plant Pathol, Honolulu, HI 96822 USA.
|
18
|
400
|
13
|
69
|
20
|
Tena A
|
Ctr Protecc Vegetal & Biotecnol, Unidad Asociada Entomology, Valencia, Spain.
|
18
|
245
|
8
|
84
|
Total
|
|
472
|
8824
|
236
|
2050
|
Most cited author
If an author published more research articles, automatically their articles are most viewed and cited by more authors. Table 2 displays the list of the top 20 most cited authors according to Total Local Citation Score (TLCS), Total Global Citation Score (TGCS), and Average Citation per Record (ACPR). With 50 records, Daane KM ranked first among them with an overall global citation score of 1473 and an average citation per record of 29.46. Gullan PJ (22 records) with 899 TGCS and 40.86 ACPR, and Baumann P (6 records) with 901 TGCS and 150.17 ACPR came next.
Table 2 - Most cited authors
S. No
|
Authors
|
Records
|
TLCS
|
TGCS
|
ACPR
|
1
|
Daane KM
|
50
|
829
|
1473
|
29.46
|
2
|
Baumann P
|
6
|
119
|
901
|
150.17
|
3
|
Gullan PJ
|
22
|
414
|
899
|
40.86
|
4
|
von Dohlen CD
|
4
|
67
|
779
|
194.75
|
5
|
McCutcheon JP
|
7
|
79
|
732
|
104.57
|
6
|
Malausa T
|
18
|
117
|
632
|
35.11
|
7
|
Millar JG
|
29
|
405
|
588
|
20.28
|
8
|
Germain JF
|
14
|
90
|
566
|
40.43
|
9
|
Cooper ML
|
21
|
220
|
549
|
26.14
|
10
|
Botton M
|
16
|
95
|
538
|
33.63
|
11
|
Cloyd RA
|
20
|
83
|
454
|
22.70
|
12
|
Walton VM
|
11
|
288
|
454
|
41.27
|
13
|
Almeida RPP
|
17
|
174
|
449
|
26.41
|
14
|
Husnik F
|
4
|
46
|
433
|
108.25
|
15
|
da Silva VCP
|
12
|
9
|
426
|
35.50
|
16
|
Hu JS
|
22
|
193
|
423
|
19.23
|
17
|
Bertin A
|
4
|
22
|
420
|
105.00
|
18
|
Bernardi D
|
3
|
1
|
400
|
133.33
|
19
|
Sether DM
|
18
|
187
|
400
|
22.22
|
20
|
Neuenschwander P
|
14
|
106
|
393
|
28.07
|
Total
|
312
|
3544
|
11,909
|
1217.38
|
ACPR – Average Citation per Records
Most publishing countries on mealybugs
Further the present study was done to find out which countries published the most articles about mealybugs. The USA published the greatest number of records (531 records) with 11804 TGCS, followed by China (178 records) with 1374 TGCS and India (152 records) with 1258 TGCS, as indicated in Table -3. Daane, K.M. produced several works addressing vine mealybug (Pseudococcus maritimus). This mealybug was originally identified in California in the mid-1990s. Since then, it has proliferated across the entire state, emerging as one of the notorious pests affecting vineyards. It is found in states including Washington, New York, Canada, and California. Pseudococcus longispinus was first identified as a citrus pest in California, but Planococcus ficus (Vine mealybug) is currently the most destructive vineyard mealybug in both California and Mexico (Daane et al., 2012). Similarly, Pseudococcus maritimus is the main mealybug pest in North America that affects vineyards in the USA. It is found from California to Canada, and from Washington to New York. Planococcus ficus is currently the most destructive vineyard mealybug in California and Mexico, while Pseudococcus longispinus was initially identified as a citrus pest in California. In North America, the first attempt at mating disruption was made against Planococcus ficus (Walton et al., 2006; Miller et al., 2002).
Table – 3 Most publishing countries on mealybugs
S. No
|
Country
|
Continents
|
Records
|
TLCS
|
TGCS
|
Authors
|
1
|
USA
|
North America
|
531
|
3608
|
11804
|
2216
|
2
|
China
|
Asia
|
178
|
443
|
1374
|
1020
|
3
|
India
|
Asia
|
152
|
519
|
1258
|
688
|
4
|
Brazil
|
South America
|
121
|
345
|
1253
|
578
|
5
|
UK
|
Europe
|
111
|
690
|
2280
|
462
|
6
|
Pakistan
|
Asia
|
102
|
577
|
1145
|
494
|
7
|
Italy
|
Europe
|
93
|
613
|
1759
|
482
|
8
|
France
|
Europe
|
83
|
375
|
1652
|
466
|
9
|
South Africa
|
Africa
|
83
|
437
|
1183
|
276
|
10
|
Australia
|
Australia
|
79
|
261
|
1117
|
389
|
11
|
Japan
|
Asia
|
67
|
348
|
1143
|
263
|
12
|
Spain
|
Europe
|
67
|
337
|
1159
|
322
|
13
|
Turkey
|
Europe
|
67
|
215
|
398
|
241
|
14
|
Israel
|
Asia
|
51
|
333
|
896
|
284
|
15
|
New Zealand
|
Australia
|
45
|
232
|
626
|
266
|
16
|
Mexico
|
North America
|
38
|
37
|
341
|
198
|
17
|
Canada
|
North America
|
35
|
191
|
902
|
162
|
18
|
Chile
|
South America
|
33
|
140
|
250
|
164
|
19
|
Colombia
|
South America
|
32
|
65
|
473
|
162
|
20
|
Iran
|
Asia
|
32
|
116
|
182
|
110
|
Total
|
2000
|
9882
|
31195
|
9243
|
Most Prolific journals publication on Mealybugs
Table 4 provides information on the journals along with their corresponding publishers. Out of these top 20, there are a total of 423 journals. Each journal's publisher, number of records, TLCS, and TGCS are listed below. The table reveals that Journal of Economic Entomology ranks highest (90 records) with 571 TLCS and 1266 TGCS. Followed by Zootaxa (77 records) and Florida Entomologist (60 records). Since mealybugs are economically important pests, the most of the researchers are interested to publish their findings in the Journal of Economic Entomology, published by Entomological Society of America, USA with the IF of 2.447 as 2021. Zootaxa publishes any aspect of systematic zoology, with a preference for large taxonomic works such as monographs and reviews. There are eight species of mealybugs worldwide and a large gap found on systematic study of mealybugs.
Table – 4 Prolific journals publication on Mealybugs (423 - journals)
S. No
|
Name of the Journals
|
Publishers
|
Records
|
TLCS
|
TGCS
|
1
|
Journal of Economic Entomology
|
Entomological Society of America, USA
|
90
|
571
|
1266
|
2
|
Zootaxa
|
Magnolia Press,
New Zealand
|
77
|
387
|
624
|
3
|
Florida Entomologist
|
Florida Entomological Society, USA
|
60
|
277
|
571
|
4
|
Biological Control
|
Academic Press Inc. USA
|
51
|
451
|
1060
|
5
|
Entomologia Experimentalis et Applicata
|
Wiley-Blackwell Pub. Ltd., UK
|
44
|
315
|
833
|
6
|
Phytoparasitica
|
Springer, Netherlands
|
42
|
217
|
456
|
7
|
Biocontrol Science and Technology
|
Taylor & Francis, UK
|
38
|
183
|
320
|
8
|
Crop Protection
|
Elsevier BV, UK
|
38
|
303
|
701
|
9
|
PLoS ONE
|
Public Library of Science, USA
|
35
|
0
|
921
|
10
|
African Entomology
|
Entomological Society of Southern Africa, SA
|
33
|
184
|
418
|
11
|
Environmental Entomology
|
Oxford University Press, USA
|
32
|
236
|
461
|
12
|
Biocontrol
|
Springer, Netherlands
|
26
|
129
|
354
|
13
|
Bulletin of Entomological Research
|
Cambridge University Press, UK
|
26
|
336
|
653
|
14
|
Phytopathology
|
Annual Reviews Inc. USA
|
25
|
186
|
475
|
15
|
Plant Disease
|
American Phytopathological Society, USA
|
24
|
231
|
557
|
16
|
Insects
|
MDPI, Switzerland
|
22
|
0
|
72
|
17
|
International Journal of Tropical Insect Science
|
Cambridge University Press, UK
|
20
|
12
|
32
|
18
|
Pest Management Science
|
John Wiley and sons Ltd., UK
|
20
|
86
|
377
|
19
|
Applied Entomology and Zoology
|
Springer Japan, Japan
|
19
|
109
|
146
|
20
|
Southwestern Entomologist
|
Southwestern Entomological Society, USA
|
19
|
26
|
47
|
Most publishing institutions
The top 20 research institutions worldwide that publish on mealybugs are displayed in Table 5. The University of California, Riverside's Department of Entomology was found to have the highest number of publications (65 records), followed by the University of California, Berkeley's Department of Environment (45 records). These findings indicate that there is a good global distribution of research in this field across numerous research institutes and higher education institutions. In North America, most of the future mealybug research concerns GLDs, such as determining the required treatment thresholds for mealybugs in order to reduce GLRaV spread. Connected to this is the development of better monitoring programs, using synthetic sex pheromones to determine the abundance and species of mealybugs (Daane et al. 2007).
Table – 5 Institution wise publication on mealybug
S. No
|
Institution
|
Records
|
TLCS
|
TGCS
|
1
|
University of California, Riverside, Dept. of Entomology
|
65
|
647
|
1070
|
2
|
University of California Berkeley, Dept. of Environment Science Policy & Management
|
45
|
460
|
1132
|
3
|
University of California, Dept. of Entomology
|
27
|
533
|
998
|
4
|
Agricultural Research Organization, Volcani Centre, Israel
|
26
|
203
|
489
|
5
|
Agricultural Research Service, U.S. Department of Agriculture
|
24
|
80
|
234
|
6
|
Bahauddin Zakariya University, Faculty of Agricultural Science & Technology, Pakistan.
|
24
|
103
|
287
|
7
|
Cukurova University, Imamoglu Vocat. School, Turkey
|
21
|
65
|
111
|
8
|
Natural History Museum, Dept. of Entomology, USA
|
20
|
120
|
171
|
9
|
Huazhong Agricultural University, Collection of Plant Science & Technology, China
|
18
|
54
|
161
|
10
|
New Zealand Institute of Plant & Food Research Ltd
|
18
|
106
|
305
|
11
|
Pontificia Universidad Católica de Chile, Facultad de Agronomía e Ingeniería Forestal, Chile
|
17
|
92
|
155
|
12
|
Institute of Plant Protection, Chinese Academy of Agriculture Science, China
|
16
|
33
|
97
|
13
|
California Department of Food and Agriculture, Plant Pest Diagnostic Centre, California
|
15
|
25
|
71
|
14
|
Agriculture Research Centre, Plant Protection Research Institute, Egypt
|
14
|
11
|
63
|
15
|
Zhejiang Academy of Agricultural Science, Institute of Plant Protect & Microbiology, China
|
14
|
33
|
128
|
16
|
Zhejiang University, Institute of Insect Science, China
|
14
|
27
|
119
|
17
|
Kansas State University, Dept. of Entomology, USA
|
13
|
32
|
316
|
18
|
University of California, Davis, Dept. of Plant Pathology, USA
|
13
|
129
|
426
|
19
|
Punjab Agricultural University, Dept. of Entomology, India
|
12
|
44
|
61
|
20
|
South China Agricultural University, Red imported fire ant research Centre, China
|
12
|
48
|
103
|
Funding agencies to support mealybug researches
The top 20 funding agencies supporting mealybug researches are listed in the table 6. The National Natural Science Foundation of China, which supports basic research, nurtures talent for research, fosters international cooperation, and promotes socioeconomic development, ranked first with the most records—85. The European Commission, which is based in Europe, came in second with 49 records, and the United States Department of Agriculture, USA, came in third with 47 records.
Conferences held in the name of publications of mealybugs
Two records on the topic of mealybug were presented at the 13th and 14th International Symposium on Scale Insect Studies in Sofia, Bulgaria in 2013 and in Catania, Italy in 2016. Table-8 lists the research areas with the number of published records; of the 1898 total records, the maximum number of publications is from Entomology with 924 records, followed by Agriculture (320 records), Plant sciences (180 records), and Zoology (170 records). Table-7 lists the conferences held in the name of mealybug research along with their corresponding locations.
Table – 7 Conferences held in the name of publications of mealybugs
S. No
|
Name of the conferences
|
Records
|
Location
|
1
|
13th International Symposium on Scale Insect Studies
|
2
|
Sofia, Bulgaria, 2013
|
2
|
14th International Symposium on Scale Insect Studies
|
2
|
Catania, Italy, 2016
|
3
|
9th International Symposium on Insect Plant Relationships
|
2
|
Gwatt, Switzerland, June 24-30, 1995
|
4
|
100th Annual Meeting of the American Phytopathological Society
|
1
|
Minneapolis, MN, USA, Jul 26-30,2008
|
5
|
13th International Plant Virus Epidemiology Symposium
|
1
|
Avignon, FRANCE
JUN 06-10, 2016
|
6
|
225th National Meeting of the American Chemical Society
|
1
|
New Orleans, LA
MAR 23-27, 2003
|
7
|
230th National Meeting of the American Chemical Society
|
1
|
Washington, DC
AUG 28-SEP 01, 2005
|
8
|
241st National Meeting and Exposition of the American Chemical Society
|
1
|
Anaheim, CA
MAR 27-31, 2011
|
9
|
244th National Fall Meeting of the American Chemical Society
|
1
|
Philadelphia, PA
AUG 19-23, 2012
|
10
|
27th Conference of the International Association of Agricultural Economists
|
1
|
Beijing, PEOPLES R CHINA
AUG 16-22, 2009
|
11
|
29th Congress of the International Society of Sugarcane Technologists
|
1
|
Chiang Mai, THAILAND
DEC 05-08, 2016
|
12
|
5th International Conference on Drosophila Heterochromatin
|
1
|
CORTONA, ITALY
JUN 18-22, 2001
|
13
|
5th International Conference on Serpentine Ecology
|
1
|
Siena, ITALY
MAY 09-13, 2006
|
14
|
91st Annual Congress of the Quebec Society for the Protection of Plants
|
1
|
ST JEAN RICHELIEU, CANADA
JUN09, 1999
|
15
|
Annual Meeting of the American Phytopathological Society
|
1
|
Sacramento, CA
JUN 27-29, 2012
|
Published records on Research areas in Mealybug
Table-8 shows the list of research areas with number of published records. Out of 1898 total records, maximum number of publications is from Entomology with 924 records followed by Agriculture (320 records), Plant sciences (180 records) and Zoology (170 records). Almost all the aspects of mealybug researches are going on specifically analysing diversity, effects on agricultural productivity, vector for spreading viral diseases in plants, control measures, etc.,
Table – 8 Research Areas
S. No
|
Research Areas
|
Records
|
1
|
Entomology
|
924
|
2
|
Agriculture
|
320
|
3
|
Plant Sciences
|
180
|
4
|
Zoology
|
170
|
5
|
Environmental Sciences Ecology
|
150
|
6
|
Biotechnology Applied Microbiology
|
133
|
7
|
Science Technology Other Topics
|
86
|
8
|
Biochemistry Molecular Biology
|
83
|
9
|
Genetics Heredity
|
69
|
10
|
Chemistry
|
64
|
11
|
Food Science Technology
|
63
|
12
|
Evolutionary Biology
|
45
|
13
|
Life Sciences Biomedicine Other Topics
|
44
|
14
|
Virology
|
42
|
15
|
Microbiology
|
36
|
16
|
Biodiversity Conservation
|
32
|
17
|
Cell Biology
|
15
|
18
|
Forestry
|
10
|
19
|
Pharmacology Pharmacy
|
9
|
20
|
Physiology
|
9
|
Language of publications on mealybug
The table-9 shows the main type of communication was English with maximum number of publications (1845 records). Other than English language, mealybug records published on Spanish (18 records), Portuguese (13 records), French (9 records), Japanese (8 records), Turkish (3 records) and German (2 records) languages.
Table – 9 Language of publications on mealybug
S. No
|
Languages
|
Records
|
TLCS
|
TGCS
|
1
|
English
|
1845
|
8657
|
27673
|
2
|
Spanish
|
18
|
12
|
38
|
3
|
Portuguese
|
13
|
30
|
82
|
4
|
French
|
9
|
5
|
22
|
5
|
Japanese
|
8
|
49
|
55
|
6
|
Turkish
|
3
|
4
|
6
|
7
|
German
|
2
|
1
|
2
|
|
Total
|
1898
|
8758
|
27878
|
Document Types
Using the keyword ‘mealybug’, 1898 references were found in total. This table shows that the distribution of references by the type of document. Among these majority of the document published was articles with 1705 number of records followed by 90 reviews, 27 meeting abstracts and 23 editorial materials.
Table – 10 Types of documents publication on mealy bugs
S. No
|
Documents
|
Records
|
TLCS
|
TGCS
|
1
|
Articles
|
1705
|
8174
|
23452
|
2
|
Reviews
|
90
|
423
|
3338
|
3
|
Meeting Abstracts
|
27
|
5
|
8
|
4
|
Editorial Materials
|
23
|
43
|
128
|
5
|
Article; Proceedings Papers
|
14
|
56
|
174
|
6
|
Article; Early Access
|
13
|
0
|
1
|
7
|
Corrections
|
12
|
1
|
4
|
8
|
Letters
|
5
|
10
|
17
|
9
|
Review; Book Chapters
|
4
|
45
|
753
|
10
|
News Items
|
2
|
1
|
3
|
11
|
Biographical-Item
|
1
|
0
|
0
|
12
|
Correction, Addition
|
1
|
0
|
0
|
13
|
Editorial Material; Early Access
|
1
|
0
|
0
|
|
Total
|
1898
|
8758
|
27878
|
Vos-viewer
VOS viewer is a software tool for constructing and visualizing bibliometric networks. These networks include journals, researchers, or individual publications, and they can be constructed based on citation, bibliographic coupling, co-citation, or co-authorship relations. VOS viewer also offers text mining functionality that can be used to construct and visualize co-occurrence networks of important terms extracted from a body of scientific literature. Here, bibliographic coupling of authors, organization and countries are given below.
Bibliographic coupling of Authors
There are 6 clusters of authors and co-authors formed in 216 items. The first cluster of Red colour have 51 authors, followed by the clusters indicates Green colour (48), Dark blue colour (46), Yellow colour (44), Violet colour (17) and Light blue colour (10) (Fig.1).
Bibliographic coupling of Organization
There are six clusters of bibliographic coupling of organization formed in 180 items. The first cluster of Red colour have 65 organizations, followed by the clusters indicate Dark blue colour (30), Green colour (28), Yellow colour (26), Violet colour (17) and light blue colour (14) (Fig.2).
Bibliographic coupling of countries
There are 6 clusters of bibliographic coupling of countries in 59 countries. The first cluster of Red colour have 21 organizations, followed by the clusters indicates Dark blue colour (13), Green colour (11), Yellow colour (9), Viloet colour (3) and Light blue colour (2) (Fig.3).