Stock structure delineation of Kawakawa Euthynnus affinis (Cantor, 1849) from Malaysian Borneo using multivariate morphometric analysis

Euthynnus affinis, also known as Kawakawa, is a species of fish that is very significant to the fishing industry, particularly in the Indo-Pacific area. Regrettably, its stock structure and regional species’ management are poorly understood. This research aimed to employ a morphometric approach and...

Full description

Saved in:
Bibliographic Details
Published in:Journal of King Saud University. Science Vol. 36; no. 8; p. 103278
Main Authors: Binashikhbubkr, Khaled, Babangida Kachi, Jolly, Al-Misned, F., Naim, Darlina Md
Format: Journal Article
Language:English
Published: Elsevier B.V 01-09-2024
Elsevier
Subjects:
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract Euthynnus affinis, also known as Kawakawa, is a species of fish that is very significant to the fishing industry, particularly in the Indo-Pacific area. Regrettably, its stock structure and regional species’ management are poorly understood. This research aimed to employ a morphometric approach and determine if different stocks exist among 188 specimens of E. affinis obtained from three different areas: the Celebes Sea, the South China Sea, and the Sulu Sea, all surrounding Malaysian Borneo. Multivariate studies, including PCA (Principal Component Analysis) and DFA (Discriminant Function Analysis), were utilized to differentiate eight E. affinis populations based on 12 morphometric parameters. The findings divulged that E. affinis populations of Malaysian Borneo (Sabah and Sarawak) were relatively homogenous, as indicated by the DFA and the principal component’s scatterplot. Moreover, hierarchical cluster analysis focused on the Mahalanobis distances demonstrated that eight populations of E. affinis were grouped into three separate groups. The first group comprises Kota Kinabalu (Sabah), Mukah, Bintawa, and Pulau Bruit (Sarawak) populations. Euthynnus affinis from Lahad Datu and Kudat (Sabah) were clustered in the second group, while the third group consisted of Tawau and Sandakan (Sabah) populations. This study’s findings will give important preliminary data on E. affinis for effectively managing and protecting Malaysian Borneo’s regional waterways.
AbstractList Euthynnus affinis, also known as Kawakawa, is a species of fish that is very significant to the fishing industry, particularly in the Indo-Pacific area. Regrettably, its stock structure and regional species’ management are poorly understood. This research aimed to employ a morphometric approach and determine if different stocks exist among 188 specimens of E. affinis obtained from three different areas: the Celebes Sea, the South China Sea, and the Sulu Sea, all surrounding Malaysian Borneo. Multivariate studies, including PCA (Principal Component Analysis) and DFA (Discriminant Function Analysis), were utilized to differentiate eight E. affinis populations based on 12 morphometric parameters. The findings divulged that E. affinis populations of Malaysian Borneo (Sabah and Sarawak) were relatively homogenous, as indicated by the DFA and the principal component’s scatterplot. Moreover, hierarchical cluster analysis focused on the Mahalanobis distances demonstrated that eight populations of E. affinis were grouped into three separate groups. The first group comprises Kota Kinabalu (Sabah), Mukah, Bintawa, and Pulau Bruit (Sarawak) populations. Euthynnus affinis from Lahad Datu and Kudat (Sabah) were clustered in the second group, while the third group consisted of Tawau and Sandakan (Sabah) populations. This study’s findings will give important preliminary data on E. affinis for effectively managing and protecting Malaysian Borneo’s regional waterways.
ArticleNumber 103278
Author Al-Misned, F.
Naim, Darlina Md
Binashikhbubkr, Khaled
Babangida Kachi, Jolly
Author_xml – sequence: 1
  givenname: Khaled
  surname: Binashikhbubkr
  fullname: Binashikhbubkr, Khaled
  organization: School of Biological Sciences, Universiti Sains Malaysia, 11800, Pulau Pinang, Malaysia
– sequence: 2
  givenname: Jolly
  surname: Babangida Kachi
  fullname: Babangida Kachi, Jolly
  organization: School of Biological Sciences, Universiti Sains Malaysia, 11800, Pulau Pinang, Malaysia
– sequence: 3
  givenname: F.
  surname: Al-Misned
  fullname: Al-Misned, F.
  organization: Department of Zoology, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
– sequence: 4
  givenname: Darlina Md
  surname: Naim
  fullname: Naim, Darlina Md
  email: darlinamdn@usm.my
  organization: School of Biological Sciences, Universiti Sains Malaysia, 11800, Pulau Pinang, Malaysia
BookMark eNp9kb9uFDEQxrcIUv7AE9C4BIk77LXj9RUUcAoQkSgFUFtje5x4b9eObG-ie4K8Nk4OUVKMRprR95tv9J12RzFF7Lq3jK4ZZfLjuB53ZSnrnvaiTXg_qKPupK3UiksxHHenpYyUSsWlPOmeftZkd6TUvNi6ZCQOpxARakiRJE9-wCPsWpGLpd7tY1wKAe9DDIW820KsKX8gTInNe-Jzmsk1TLAvASL5knLERJYS4i2Zl6mGB8gBKpI55fu7NGPNwRKIMDVBed298jAVfPO3n3W_v1782n5fXd18u9x-vlrZnm7UigF13krPuUI1GHsulEeLoqcGUCBg74R3zlDJUWwYMLvBXgxKUIuO0YGfdZcHrksw6vscZsh7nSDol0HKtxpyDXZCrRAUGOuMQRSGo5GWnRvejjvDDcrG4geWzamUjP4fj1H9nIUe9UsW-jkLfciiqT4dVNjefAiYdbEBY_MXMtrafIT_6v8A6HOcNg
Cites_doi 10.21315/tlsr2020.31.2.3
10.1016/j.sbspro.2013.12.961
10.1016/j.aquaculture.2020.735935
10.1186/s40064-016-2143-3
10.1016/j.jksus.2022.101863
10.46325/gabj.v5i3.140
10.7717/peerj.9679
10.1016/j.fishres.2004.02.011
10.1111/j.1444-2906.2004.00867.x
10.1038/s41598-018-32331-3
10.1111/jai.13090
10.2989/1814232X.2019.1597765
10.1111/jai.12453
10.1007/s41208-021-00372-7
10.1007/s12562-020-01429-x
10.1111/are.14017
10.1016/j.fishres.2010.12.006
10.1080/19425120.2012.741558
10.1016/j.aquaculture.2015.01.016
10.1371/journal.pone.0202945
10.1504/IJBRA.2013.056088
10.1111/j.1095-8649.1995.tb05962.x
10.17576/jsm-2017-4605-03
10.13057/biodiv/d170227
10.13057/biodiv/d190640
10.1007/s10592-012-0359-5
ContentType Journal Article
Copyright 2024
Copyright_xml – notice: 2024
DBID 6I.
AAFTH
AAYXX
CITATION
DOA
DOI 10.1016/j.jksus.2024.103278
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
DatabaseTitleList

Database_xml – sequence: 1
  dbid: DOA
  name: Directory of Open Access Journals
  url: http://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
Discipline Sciences (General)
ExternalDocumentID oai_doaj_org_article_8ea8abcdbbee4b3eb6c15b36f3db3be6
10_1016_j_jksus_2024_103278
S1018364724001903
GroupedDBID --K
-~X
0R~
0SF
1B1
4.4
457
5VS
6I.
71M
AACTN
AAEDT
AAEDW
AAFTH
AAHBH
AAIKJ
AALRI
AAQFI
AAXUO
ABMAC
ACGFS
ADBBV
ADEZE
ADVLN
AEXQZ
AFTJW
AGHFR
AITUG
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
BCNDV
EBS
EJD
EP3
FDB
FEDTE
FNPLU
GROUPED_DOAJ
HH5
HVGLF
HZ~
IPNFZ
IXB
KQ8
M41
NCXOZ
O-L
O9-
OK1
OZT
RIG
ROL
SES
SSZ
XH2
AAYXX
AFJKZ
CITATION
ID FETCH-LOGICAL-c2098-1a0dfc6f338e87bc548fece420bae4eae2d4fddb063e491a1c9e247840ced1073
IEDL.DBID DOA
ISSN 1018-3647
IngestDate Tue Oct 22 15:05:33 EDT 2024
Thu Sep 26 20:57:09 EDT 2024
Sat Jul 27 15:42:00 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 8
Keywords Euthynnus affinis
Morphometric
DFA
Kawakawa
PCA
Language English
License This is an open access article under the CC BY-NC-ND license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2098-1a0dfc6f338e87bc548fece420bae4eae2d4fddb063e491a1c9e247840ced1073
OpenAccessLink https://doaj.org/article/8ea8abcdbbee4b3eb6c15b36f3db3be6
ParticipantIDs doaj_primary_oai_doaj_org_article_8ea8abcdbbee4b3eb6c15b36f3db3be6
crossref_primary_10_1016_j_jksus_2024_103278
elsevier_sciencedirect_doi_10_1016_j_jksus_2024_103278
PublicationCentury 2000
PublicationDate September 2024
2024-09-00
2024-09-01
PublicationDateYYYYMMDD 2024-09-01
PublicationDate_xml – month: 09
  year: 2024
  text: September 2024
PublicationDecade 2020
PublicationTitle Journal of King Saud University. Science
PublicationYear 2024
Publisher Elsevier B.V
Elsevier
Publisher_xml – name: Elsevier B.V
– name: Elsevier
References Verma, J., Kashyap, A., Serajuddin, M., 2014. Phylogeny Based on Truss Analysis in Five Populations of Freshwater Catfish
Cronin-Fine, Stockwell, Whitener, Labbe, Willis, Wilson (b0060) 2013; 5
Gain, Mahfuj, Huq, Islam, Minar, Goutham-Bharathi, Das (b0085) 2017; 46
Jalili, Eagderi, Keivany (b0105) 2015; 5
Masazurah, A. R., Azizah, S., Samsudin, B., 2012. A preliminary study of population structure of kawakawa
Cantor (1849) in the Northern Coastal Waters of Tanzania Using Mitochondrial DNA Control Region. IOTC-2016-WPNT06-22.
International Journal of Science and Research (IJSR), 3(8), 1414–1418. Retrieved from
Kumar, Kunal, Menezes, Meena (b0130) 2012; 13
Bakar, A. A., Adamson, E. A. S., Juliana, L. H., Nor Mohd, S. A., Wei-Jen, C., Man, A., Naim Md, D., 2018. DNA barcoding of Malaysian commercial snapper reveals an unrecognized species of the yellow-lined
Pecoraro, Babbucci, Franch, Rico, Papetti, Chassot, Tinti (b0175) 2018; 8
Binashikhbubkr, K., Malik, A. A., Mahboob, S., Naim, D., 2022. Geometric morphometric discrimination between seven populations of Kawakawa
Nimalathasan (b0170) 2009; 9
Nie, N.H., Bent, D.H., Hull, C.H., 1975.
Kočišová, Mišanková (b0125) 2014; 110
Sajina, Chakraborty, Jaiswar, Pazhayamadam, Sudheesan (b0180) 2011; 108
Binashikhbubkr, Setyawan, Naim (b0045) 2023; 15
(Teleostei: Carangidae) off the Moroccan Atlantic Coastal Waters using a Morphometric-Meristic Analysis. Thalassas: An International Journal of Marine Sciences, 1-11.
Kumar, Sundaramoorthy, Neethiselvan, Athithan, Kumar, Rahangdale (b0140) 2019; 48
Chiou, Lee (b0050) 2004; 70
Addis, Secci, Pischedda, Laconcha, Arrizabalaga (b0005) 2014; 30
Siddik, Hanif, Chaklader, Nahar, Fotedar (b0195) 2016; 5
Santos, Lopez, Barut (b0185) 2010; 139
Kumar, Kunal (b0135) 2013; 9
Yazawa, Takeuchi, Machida, Amezawa, Kabeya, Tani, Yoshizaki (b0220) 2019; 50
Aminan, Kit, Hui, Sulaiman (b0015) 2020; 31
Imtiaz, Md Naim (b0095) 2018; 19
SPSS: Statistical package for the social sciences
.
Elliott, Haskard, Koslow (b0075) 1995; 46
Khoa, Hayasaka, Matsui, Waqalevu, Honda, Nakajima, Kotani (b0120) 2021; 530
Allaya, Faleh, Zrelli, Hajjej, Hattour, Quignard, Trabelsi (b0010) 2016; 68
in the northern part of Peninsular Malaysia. IOTC–2019–WPNT09–13, 1–5.
Karakulak, Oray, Addis, Yildiz, Uzer (b0115) 2016; 32
El Mghazli, H., Znari, M., Mounir, A., 2021. Stock Discrimination in the Horse Mackerel
(Cantor 1849) in the straits of Malacca. IOTC-2012-WPNT02-23.
Sato, Tawa, Sakuma, Sakurai (b0190) 2020; 86
Benali, Doukara, Ghomari, Mediouni, Taibi, Soualili, Gaouar (b0035) 2021; 5
Department of fishers Malaysia, Ministry of agriculture and food industry.
Johnson, M. G., Mgaya, Y. D., Shaghude, Y. W., 2016. Genetic Stock Structure and Phylogenetic Relationship of Kawakawa
Annual Fisheries Statistics (2021). Annual Fisheries Statistics, Vol. 1. Kuala Lumpur: Ministry of Agriculture and Agro-industry, Malaysia Fisheries Department.
(Pisces: Lutjanidae). PLoS ONE, Vol. 13. DOI: 10.1371/journal.pone.0202945.
Anzeer, Santhosh, Anand, Vardhanan, Gopalakrishnan, Krishnan (b0025) 2021
(Vol. 227). New York: McGraw-Hill.
Meshram, Mridula, Rajesh, Suyani (b0150) 2021; 50
Nasri, Eagderi, Farahmand, Nezhadheydari (b0160) 2019; 6
Faizal, E.M., Jamon, S., Jamaludin, N.A., Halim, N.H.A., 2019. Status of neritic tuna fishery and some biological aspects of Kawakawa
Tzeng (b0205) 2004; 68
Yazawa, Takeuchi, Amezawa, Sato, Iwata, Kabeya, Yoshizaki (b0215) 2015; 442
Mounir, Ewague, Znari, Elmghazli (b0155) 2019; 41
(Cantor, 1849) from Peninsular Malaysia. Journal of King Saud University - Science, 101863. DOI: 10.1016/j.jksus.2022.101863.
Syahida Kasim, Mat Jaafar, Mat Piah, Mohd Arshaad, Mohd Nor, Habib, Tan (b0200) 2020; 8
Collette, B. B., Nauen, C. E., 1983. FAO Species Catalogue Vol . 2 Scombrids of the world an annotated and illustrated catalogue of Tunas, Mackerels, Bonitos and related species know to date. In FAO Fisheries Synopsis (Vol. 2). DOI: FAO Fish. Synop. 125(2).
Hammer, Harper, Ryan (b0090) 2001; 4
Imtiaz, Yen, Nor, Naim (b0100) 2016; 17
Benali (10.1016/j.jksus.2024.103278_b0035) 2021; 5
Karakulak (10.1016/j.jksus.2024.103278_b0115) 2016; 32
10.1016/j.jksus.2024.103278_b0080
Imtiaz (10.1016/j.jksus.2024.103278_b0100) 2016; 17
Jalili (10.1016/j.jksus.2024.103278_b0105) 2015; 5
Kočišová (10.1016/j.jksus.2024.103278_b0125) 2014; 110
Anzeer (10.1016/j.jksus.2024.103278_b0025) 2021
10.1016/j.jksus.2024.103278_b0040
Hammer (10.1016/j.jksus.2024.103278_b0090) 2001; 4
Siddik (10.1016/j.jksus.2024.103278_b0195) 2016; 5
Kumar (10.1016/j.jksus.2024.103278_b0140) 2019; 48
Nasri (10.1016/j.jksus.2024.103278_b0160) 2019; 6
Elliott (10.1016/j.jksus.2024.103278_b0075) 1995; 46
Mounir (10.1016/j.jksus.2024.103278_b0155) 2019; 41
Pecoraro (10.1016/j.jksus.2024.103278_b0175) 2018; 8
Nimalathasan (10.1016/j.jksus.2024.103278_b0170) 2009; 9
Cronin-Fine (10.1016/j.jksus.2024.103278_b0060) 2013; 5
Imtiaz (10.1016/j.jksus.2024.103278_b0095) 2018; 19
Sajina (10.1016/j.jksus.2024.103278_b0180) 2011; 108
10.1016/j.jksus.2024.103278_b0065
10.1016/j.jksus.2024.103278_b0020
Meshram (10.1016/j.jksus.2024.103278_b0150) 2021; 50
10.1016/j.jksus.2024.103278_b0165
Kumar (10.1016/j.jksus.2024.103278_b0135) 2013; 9
10.1016/j.jksus.2024.103278_b0145
Yazawa (10.1016/j.jksus.2024.103278_b0215) 2015; 442
Aminan (10.1016/j.jksus.2024.103278_b0015) 2020; 31
Gain (10.1016/j.jksus.2024.103278_b0085) 2017; 46
Sato (10.1016/j.jksus.2024.103278_b0190) 2020; 86
10.1016/j.jksus.2024.103278_b0070
Addis (10.1016/j.jksus.2024.103278_b0005) 2014; 30
Binashikhbubkr (10.1016/j.jksus.2024.103278_b0045) 2023; 15
10.1016/j.jksus.2024.103278_b0030
Kumar (10.1016/j.jksus.2024.103278_b0130) 2012; 13
Allaya (10.1016/j.jksus.2024.103278_b0010) 2016; 68
Santos (10.1016/j.jksus.2024.103278_b0185) 2010; 139
Syahida Kasim (10.1016/j.jksus.2024.103278_b0200) 2020; 8
Yazawa (10.1016/j.jksus.2024.103278_b0220) 2019; 50
Chiou (10.1016/j.jksus.2024.103278_b0050) 2004; 70
Tzeng (10.1016/j.jksus.2024.103278_b0205) 2004; 68
Khoa (10.1016/j.jksus.2024.103278_b0120) 2021; 530
10.1016/j.jksus.2024.103278_b0210
10.1016/j.jksus.2024.103278_b0055
10.1016/j.jksus.2024.103278_b0110
References_xml – start-page: 1
  year: 2021
  end-page: 29
  ident: b0025
  article-title: Geometric morphometric analysis of body shape and size variations in hatchery-reared larvae of a tropical damsel sh, Dascyllus carneus Fischer, 1885
  publication-title: Reserch Square
  contributor:
    fullname: Krishnan
– volume: 68
  start-page: 433
  year: 2016
  end-page: 442
  ident: b0010
  article-title: Morphological variation of bullet tuna
  publication-title: Acta Zoologica Bulgarica
  contributor:
    fullname: Trabelsi
– volume: 110
  start-page: 1148
  year: 2014
  end-page: 1157
  ident: b0125
  article-title: Discriminant analysis as a tool for forecasting company's financial health
  publication-title: Procedia Soc. Behav. Sci.
  contributor:
    fullname: Mišanková
– volume: 5
  start-page: 1
  year: 2016
  end-page: 13
  ident: b0195
  article-title: A multivariate morphometric investigation to delineate stock structure of gangetic whiting,
  publication-title: Springerplus
  contributor:
    fullname: Fotedar
– volume: 5
  start-page: 20
  year: 2021
  end-page: 32
  ident: b0035
  article-title: Morphometric Characteristics of Luciobarbusmascarensis and
  publication-title: Genet. Biodivers. J.
  contributor:
    fullname: Gaouar
– volume: 4
  start-page: 3
  year: 2001
  end-page: 9
  ident: b0090
  article-title: PAST: Paleontological statistics software package for education and data analysis
  publication-title: Paleontol Electron
  contributor:
    fullname: Ryan
– volume: 9
  start-page: 547
  year: 2013
  end-page: 555
  ident: b0135
  article-title: Historic demography and phylogenetic relationship of
  publication-title: Int. J. Bioinf. Res. Appl.
  contributor:
    fullname: Kunal
– volume: 108
  start-page: 100
  year: 2011
  end-page: 105
  ident: b0180
  article-title: Stock structure analysis of
  publication-title: Fish. Res.
  contributor:
    fullname: Sudheesan
– volume: 70
  start-page: 746
  year: 2004
  end-page: 757
  ident: b0050
  article-title: Migration of kawakawa
  publication-title: Fish. Sci.
  contributor:
    fullname: Lee
– volume: 9
  start-page: 9
  year: 2009
  end-page: 17
  ident: b0170
  article-title: Determinants of key performance Ind Icators (Kpis) of private sector banks in Srilanka: An application of exploratory factor analysis
  publication-title: USV Ann. Econ. Public Admin.
  contributor:
    fullname: Nimalathasan
– volume: 139
  start-page: 43
  year: 2010
  end-page: 50
  ident: b0185
  article-title: A pilot study on the genetic variation of eastern little tuna (
  publication-title: Philippine J. Sci.
  contributor:
    fullname: Barut
– volume: 31
  start-page: 33
  year: 2020
  end-page: 49
  ident: b0015
  article-title: Morphometric analysis and genetic relationship of Rasbora spp. in Sarawak, Malaysia
  publication-title: Trop. Life Sci. Res.
  contributor:
    fullname: Sulaiman
– volume: 41
  start-page: 137
  year: 2019
  end-page: 144
  ident: b0155
  article-title: Discrimination of the phenotypic sardine
  publication-title: Afr. J. Mar. Sci.
  contributor:
    fullname: Elmghazli
– volume: 48
  start-page: 1708
  year: 2019
  end-page: 1714
  ident: b0140
  article-title: Fishery and length based population parameters of little tuna, Euthynnus affinis (Cantor, 1849) from Gulf of Mannar, Southwestern Bay of Bengal
  publication-title: Indian J. Geo Mar. Sci.
  contributor:
    fullname: Rahangdale
– volume: 8
  start-page: e9679
  year: 2020
  ident: b0200
  article-title: Recent population expansion of longtail tuna
  publication-title: PeerJ
  contributor:
    fullname: Tan
– volume: 32
  start-page: 516
  year: 2016
  end-page: 522
  ident: b0115
  article-title: Morphometric differentiation between two juvenile tuna species [
  publication-title: J. Appl. Ichthyol.
  contributor:
    fullname: Uzer
– volume: 68
  start-page: 45
  year: 2004
  end-page: 55
  ident: b0205
  article-title: Morphological variation between populations of spotted mackerel (
  publication-title: Fish. Res.
  contributor:
    fullname: Tzeng
– volume: 50
  start-page: 1422
  year: 2019
  end-page: 1430
  ident: b0220
  article-title: Production of triploid eastern little tuna,
  publication-title: Aquac. Res.
  contributor:
    fullname: Yoshizaki
– volume: 30
  start-page: 930
  year: 2014
  end-page: 936
  ident: b0005
  article-title: Geographic variation of body morphology of the Atlantic bluefin tuna, (
  publication-title: J. Appl. Ichthyol.
  contributor:
    fullname: Arrizabalaga
– volume: 8
  start-page: 1
  year: 2018
  end-page: 10
  ident: b0175
  article-title: The population genomics of yellowfin tuna (
  publication-title: Sci. Rep.
  contributor:
    fullname: Tinti
– volume: 15
  start-page: 258
  year: 2023
  end-page: 268
  ident: b0045
  article-title: Population genetic structure of Kawakawa (
  publication-title: Nusantara Biosci.
  contributor:
    fullname: Naim
– volume: 5
  start-page: 20
  year: 2015
  end-page: 24
  ident: b0105
  article-title: Body shape comparison of Kura Bleak (
  publication-title: Res. Zool.
  contributor:
    fullname: Keivany
– volume: 6
  start-page: 54
  year: 2019
  end-page: 64
  ident: b0160
  article-title: Interspecific morphological variation among members of the genus
  publication-title: Iran. J. Ichthyol.
  contributor:
    fullname: Nezhadheydari
– volume: 17
  start-page: 571
  year: 2016
  end-page: 577
  ident: b0100
  article-title: Molecular identification of commercially important species of Nemipterus (Perciformes : Nemipteridae) in surrounding seas of Malaysia
  publication-title: Biodiversitas
  contributor:
    fullname: Naim
– volume: 46
  start-page: 695
  year: 2017
  end-page: 702
  ident: b0085
  article-title: Landmark-based morphometric and meristic variations of endangered mrigal carp
  publication-title: Sains Malaysiana
  contributor:
    fullname: Das
– volume: 86
  start-page: 625
  year: 2020
  end-page: 631
  ident: b0190
  article-title: Larval identification based on melanophore patterns in two Auxis species, bullet tuna
  publication-title: Fish. Sci.
  contributor:
    fullname: Sakurai
– volume: 19
  start-page: 2316
  year: 2018
  end-page: 2322
  ident: b0095
  article-title: Geometric morphometrics species discrimination within the genus nemipterus from Malaysia and its surrounding seas
  publication-title: Biodiversitas
  contributor:
    fullname: Md Naim
– volume: 13
  start-page: 1119
  year: 2012
  end-page: 1131
  ident: b0130
  article-title: Single genetic stock of kawakawa
  publication-title: Conserv. Genet.
  contributor:
    fullname: Meena
– volume: 442
  start-page: 58
  year: 2015
  end-page: 68
  ident: b0215
  article-title: GnRHa-induced spawning of the Eastern little tuna (
  publication-title: Aquaculture
  contributor:
    fullname: Yoshizaki
– volume: 50
  start-page: 480
  year: 2021
  end-page: 488
  ident: b0150
  article-title: Morphological measurements, length weight relationship and relative condition factor (Kn) of Obtuse barracuda Sphyraena obtusata (Cuvier, 1829) from South-eastern Arabian Sea
  publication-title: Indian J. Geo Mar. Sci.
  contributor:
    fullname: Suyani
– volume: 46
  start-page: 202
  year: 1995
  end-page: 220
  ident: b0075
  article-title: Morphometric analysis of orange roughy (Hoplostethus atlanticus) off the continental slope of southern Australia
  publication-title: J. Fish Biol.
  contributor:
    fullname: Koslow
– volume: 5
  start-page: 11
  year: 2013
  end-page: 20
  ident: b0060
  article-title: Application of morphometric analysis to identify alewife stock structure in the Gulf of Maine
  publication-title: Mar. Coast. Fish.
  contributor:
    fullname: Wilson
– volume: 530
  year: 2021
  ident: b0120
  article-title: Changes in early digestive tract morphology, enzyme expression and activity of Kawakawa tuna (
  publication-title: Aquaculture
  contributor:
    fullname: Kotani
– volume: 31
  start-page: 33
  issue: 2
  year: 2020
  ident: 10.1016/j.jksus.2024.103278_b0015
  article-title: Morphometric analysis and genetic relationship of Rasbora spp. in Sarawak, Malaysia
  publication-title: Trop. Life Sci. Res.
  doi: 10.21315/tlsr2020.31.2.3
  contributor:
    fullname: Aminan
– volume: 4
  start-page: 3
  year: 2001
  ident: 10.1016/j.jksus.2024.103278_b0090
  article-title: PAST: Paleontological statistics software package for education and data analysis
  publication-title: Paleontol Electron
  contributor:
    fullname: Hammer
– volume: 5
  start-page: 20
  issue: 1
  year: 2015
  ident: 10.1016/j.jksus.2024.103278_b0105
  article-title: Body shape comparison of Kura Bleak (Alburnus filippii) in Aras and Ahar-Chai Rivers using geometric morphometric approach
  publication-title: Res. Zool.
  contributor:
    fullname: Jalili
– volume: 110
  start-page: 1148
  year: 2014
  ident: 10.1016/j.jksus.2024.103278_b0125
  article-title: Discriminant analysis as a tool for forecasting company's financial health
  publication-title: Procedia Soc. Behav. Sci.
  doi: 10.1016/j.sbspro.2013.12.961
  contributor:
    fullname: Kočišová
– volume: 50
  start-page: 480
  year: 2021
  ident: 10.1016/j.jksus.2024.103278_b0150
  article-title: Morphological measurements, length weight relationship and relative condition factor (Kn) of Obtuse barracuda Sphyraena obtusata (Cuvier, 1829) from South-eastern Arabian Sea
  publication-title: Indian J. Geo Mar. Sci.
  contributor:
    fullname: Meshram
– volume: 48
  start-page: 1708
  year: 2019
  ident: 10.1016/j.jksus.2024.103278_b0140
  article-title: Fishery and length based population parameters of little tuna, Euthynnus affinis (Cantor, 1849) from Gulf of Mannar, Southwestern Bay of Bengal
  publication-title: Indian J. Geo Mar. Sci.
  contributor:
    fullname: Kumar
– start-page: 1
  year: 2021
  ident: 10.1016/j.jksus.2024.103278_b0025
  article-title: Geometric morphometric analysis of body shape and size variations in hatchery-reared larvae of a tropical damsel sh, Dascyllus carneus Fischer, 1885
  publication-title: Reserch Square
  contributor:
    fullname: Anzeer
– volume: 530
  year: 2021
  ident: 10.1016/j.jksus.2024.103278_b0120
  article-title: Changes in early digestive tract morphology, enzyme expression and activity of Kawakawa tuna (Euthynnus affinis)
  publication-title: Aquaculture
  doi: 10.1016/j.aquaculture.2020.735935
  contributor:
    fullname: Khoa
– volume: 5
  start-page: 1
  issue: 1
  year: 2016
  ident: 10.1016/j.jksus.2024.103278_b0195
  article-title: A multivariate morphometric investigation to delineate stock structure of gangetic whiting, Sillaginopsis panijus (Teleostei: Sillaginidae)
  publication-title: Springerplus
  doi: 10.1186/s40064-016-2143-3
  contributor:
    fullname: Siddik
– ident: 10.1016/j.jksus.2024.103278_b0040
  doi: 10.1016/j.jksus.2022.101863
– ident: 10.1016/j.jksus.2024.103278_b0020
– volume: 5
  start-page: 20
  issue: 2
  year: 2021
  ident: 10.1016/j.jksus.2024.103278_b0035
  article-title: Morphometric Characteristics of Luciobarbusmascarensis and L. lanigarensis (teleostei: cyprinidae) in western Algeria
  publication-title: Genet. Biodivers. J.
  doi: 10.46325/gabj.v5i3.140
  contributor:
    fullname: Benali
– volume: 8
  start-page: e9679
  year: 2020
  ident: 10.1016/j.jksus.2024.103278_b0200
  article-title: Recent population expansion of longtail tuna Thunnus tonggol (Bleeker, 1851) inferred from the mitochondrial DNA markers
  publication-title: PeerJ
  doi: 10.7717/peerj.9679
  contributor:
    fullname: Syahida Kasim
– volume: 68
  start-page: 45
  issue: 1–3
  year: 2004
  ident: 10.1016/j.jksus.2024.103278_b0205
  article-title: Morphological variation between populations of spotted mackerel (Scomber australasicus) of Taiwan
  publication-title: Fish. Res.
  doi: 10.1016/j.fishres.2004.02.011
  contributor:
    fullname: Tzeng
– ident: 10.1016/j.jksus.2024.103278_b0110
– volume: 15
  start-page: 258
  issue: 2
  year: 2023
  ident: 10.1016/j.jksus.2024.103278_b0045
  article-title: Population genetic structure of Kawakawa (Euthynnus affinis Cantor, 1849) in Malaysian waters based on COI gene
  publication-title: Nusantara Biosci.
  contributor:
    fullname: Binashikhbubkr
– ident: 10.1016/j.jksus.2024.103278_b0055
– ident: 10.1016/j.jksus.2024.103278_b0080
– volume: 70
  start-page: 746
  issue: 5
  year: 2004
  ident: 10.1016/j.jksus.2024.103278_b0050
  article-title: Migration of kawakawa Euthynnus affinis in the waters near Taiwan
  publication-title: Fish. Sci.
  doi: 10.1111/j.1444-2906.2004.00867.x
  contributor:
    fullname: Chiou
– volume: 8
  start-page: 1
  issue: 1
  year: 2018
  ident: 10.1016/j.jksus.2024.103278_b0175
  article-title: The population genomics of yellowfin tuna (Thunnus albacares) at global geographic scale challenges current stock delineation
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-018-32331-3
  contributor:
    fullname: Pecoraro
– volume: 32
  start-page: 516
  issue: 3
  year: 2016
  ident: 10.1016/j.jksus.2024.103278_b0115
  article-title: Morphometric differentiation between two juvenile tuna species [Thunnus thynnus (Linnaeus, 1758) and Euthynnus alletteratus (Rafinesque, 1810)] from the Eastern Mediterranean Sea
  publication-title: J. Appl. Ichthyol.
  doi: 10.1111/jai.13090
  contributor:
    fullname: Karakulak
– volume: 41
  start-page: 137
  issue: 2
  year: 2019
  ident: 10.1016/j.jksus.2024.103278_b0155
  article-title: Discrimination of the phenotypic sardine Sardina pilchardus stocks off the Moroccan Atlantic coast using a morphometric analysis
  publication-title: Afr. J. Mar. Sci.
  doi: 10.2989/1814232X.2019.1597765
  contributor:
    fullname: Mounir
– volume: 30
  start-page: 930
  issue: 5
  year: 2014
  ident: 10.1016/j.jksus.2024.103278_b0005
  article-title: Geographic variation of body morphology of the Atlantic bluefin tuna, (Thunnus thynnus, Linnaeus, 1758)
  publication-title: J. Appl. Ichthyol.
  doi: 10.1111/jai.12453
  contributor:
    fullname: Addis
– ident: 10.1016/j.jksus.2024.103278_b0070
  doi: 10.1007/s41208-021-00372-7
– volume: 6
  start-page: 54
  issue: 1
  year: 2019
  ident: 10.1016/j.jksus.2024.103278_b0160
  article-title: Interspecific morphological variation among members of the genus Cyprinion heckel, 1843 (Teleostei: Cyprinidae) in Iran, using landmark-based geometric morphometric technique
  publication-title: Iran. J. Ichthyol.
  contributor:
    fullname: Nasri
– volume: 86
  start-page: 625
  issue: 4
  year: 2020
  ident: 10.1016/j.jksus.2024.103278_b0190
  article-title: Larval identification based on melanophore patterns in two Auxis species, bullet tuna Auxis rochei and frigate tuna Auxis thazard, from the northwest Pacific Ocean
  publication-title: Fish. Sci.
  doi: 10.1007/s12562-020-01429-x
  contributor:
    fullname: Sato
– ident: 10.1016/j.jksus.2024.103278_b0145
– volume: 50
  start-page: 1422
  issue: 5
  year: 2019
  ident: 10.1016/j.jksus.2024.103278_b0220
  article-title: Production of triploid eastern little tuna, Euthynnus affinis (Cantor, 1849)
  publication-title: Aquac. Res.
  doi: 10.1111/are.14017
  contributor:
    fullname: Yazawa
– volume: 68
  start-page: 433
  issue: 3
  year: 2016
  ident: 10.1016/j.jksus.2024.103278_b0010
  article-title: Morphological variation of bullet tuna Auxis rochei (Risso, 1810) from Tunisian waters
  publication-title: Acta Zoologica Bulgarica
  contributor:
    fullname: Allaya
– volume: 139
  start-page: 43
  issue: 1
  year: 2010
  ident: 10.1016/j.jksus.2024.103278_b0185
  article-title: A pilot study on the genetic variation of eastern little tuna (Euthynnus affinis) in Southeast Asia
  publication-title: Philippine J. Sci.
  contributor:
    fullname: Santos
– volume: 108
  start-page: 100
  issue: 1
  year: 2011
  ident: 10.1016/j.jksus.2024.103278_b0180
  article-title: Stock structure analysis of Megalaspis cordyla (Linnaeus, 1758) along the Indian coast based on truss network analysis
  publication-title: Fish. Res.
  doi: 10.1016/j.fishres.2010.12.006
  contributor:
    fullname: Sajina
– volume: 5
  start-page: 11
  issue: 1
  year: 2013
  ident: 10.1016/j.jksus.2024.103278_b0060
  article-title: Application of morphometric analysis to identify alewife stock structure in the Gulf of Maine
  publication-title: Mar. Coast. Fish.
  doi: 10.1080/19425120.2012.741558
  contributor:
    fullname: Cronin-Fine
– ident: 10.1016/j.jksus.2024.103278_b0065
– volume: 442
  start-page: 58
  year: 2015
  ident: 10.1016/j.jksus.2024.103278_b0215
  article-title: GnRHa-induced spawning of the Eastern little tuna (Euthynnus affinis) in a 70–m3 land-based tank
  publication-title: Aquaculture
  doi: 10.1016/j.aquaculture.2015.01.016
  contributor:
    fullname: Yazawa
– ident: 10.1016/j.jksus.2024.103278_b0210
– volume: 9
  start-page: 9
  issue: 2
  year: 2009
  ident: 10.1016/j.jksus.2024.103278_b0170
  article-title: Determinants of key performance Ind Icators (Kpis) of private sector banks in Srilanka: An application of exploratory factor analysis
  publication-title: USV Ann. Econ. Public Admin.
  contributor:
    fullname: Nimalathasan
– ident: 10.1016/j.jksus.2024.103278_b0030
  doi: 10.1371/journal.pone.0202945
– volume: 9
  start-page: 547
  issue: 5
  year: 2013
  ident: 10.1016/j.jksus.2024.103278_b0135
  article-title: Historic demography and phylogenetic relationship of Euthynnus species based on COI sequence analyses
  publication-title: Int. J. Bioinf. Res. Appl.
  doi: 10.1504/IJBRA.2013.056088
  contributor:
    fullname: Kumar
– volume: 46
  start-page: 202
  year: 1995
  ident: 10.1016/j.jksus.2024.103278_b0075
  article-title: Morphometric analysis of orange roughy (Hoplostethus atlanticus) off the continental slope of southern Australia
  publication-title: J. Fish Biol.
  doi: 10.1111/j.1095-8649.1995.tb05962.x
  contributor:
    fullname: Elliott
– volume: 46
  start-page: 695
  issue: 5
  year: 2017
  ident: 10.1016/j.jksus.2024.103278_b0085
  article-title: Landmark-based morphometric and meristic variations of endangered mrigal carp, Cirrhinus cirrhosus (Bloch 1795), from wild and hatchery stocks
  publication-title: Sains Malaysiana
  doi: 10.17576/jsm-2017-4605-03
  contributor:
    fullname: Gain
– volume: 17
  start-page: 571
  issue: 2
  year: 2016
  ident: 10.1016/j.jksus.2024.103278_b0100
  article-title: Molecular identification of commercially important species of Nemipterus (Perciformes : Nemipteridae) in surrounding seas of Malaysia
  publication-title: Biodiversitas
  doi: 10.13057/biodiv/d170227
  contributor:
    fullname: Imtiaz
– ident: 10.1016/j.jksus.2024.103278_b0165
– volume: 19
  start-page: 2316
  issue: 6
  year: 2018
  ident: 10.1016/j.jksus.2024.103278_b0095
  article-title: Geometric morphometrics species discrimination within the genus nemipterus from Malaysia and its surrounding seas
  publication-title: Biodiversitas
  doi: 10.13057/biodiv/d190640
  contributor:
    fullname: Imtiaz
– volume: 13
  start-page: 1119
  issue: 4
  year: 2012
  ident: 10.1016/j.jksus.2024.103278_b0130
  article-title: Single genetic stock of kawakawa Euthynnus affinis (Cantor, 1849) along the Indian coast inferred from sequence analyses of mitochondrial DNA D-loop region
  publication-title: Conserv. Genet.
  doi: 10.1007/s10592-012-0359-5
  contributor:
    fullname: Kumar
SSID ssj0068366
Score 2.3607805
Snippet Euthynnus affinis, also known as Kawakawa, is a species of fish that is very significant to the fishing industry, particularly in the Indo-Pacific area....
SourceID doaj
crossref
elsevier
SourceType Open Website
Aggregation Database
Publisher
StartPage 103278
SubjectTerms DFA
Euthynnus affinis
Kawakawa
Morphometric
PCA
Title Stock structure delineation of Kawakawa Euthynnus affinis (Cantor, 1849) from Malaysian Borneo using multivariate morphometric analysis
URI https://dx.doi.org/10.1016/j.jksus.2024.103278
https://doaj.org/article/8ea8abcdbbee4b3eb6c15b36f3db3be6
Volume 36
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrZ1LS8QwEMeDevIiPnF9MQcPK1hsm2ybPfpYEUQvKngreUzEVyu7VvET-LXNNO2yJ7146KWUpGSmyfzpzG8Y23exTaiLe2SskxExpCI94MMoNcaHA1kmE0HFyRc3-fW9PBsRJmfa6otywgIeOCzckUQllTZWa0ShOerMJAPNM8et5hoDbDuWnZgKe3AmefOXknBUERHSO95Qk9n19DypidSdCio5T6nD2syZ1KD7Z46mmePmfJkttXEiHIf3W2FzWK6ylfZLnEC_xUUfrLHvm3e_p0EAwdZjBEsl5iEUhMrBpfpUz_6CUe2NUpb1BJRzRBSB_im1EB4fghdgwwOgUhO4Ui_qiyor4aQal1gBZcY_QJN4-OGFtY9N4bXy1qleqRmXAdViTdbZ3fno9vQiatsrRCYlimiiYuuMX0guUebaeO3i0KBIY61QoMLUCmet9kEMimGiEjPEVOReERq0XjXyDbZQViVuMsjQOJG6PEcxENzE0pFwdFq7AeF2dI8ddgtcvAWKRtGllz0VjT0KskcR7NFjJ2SE6aOEwG5ueMcoWsco_nKMHss6ExZtNBGiBD_U42-zb_3H7NtskYYM2Wg7bMH7AO6y-Ymt9xpP_QFd_PJf
link.rule.ids 315,782,786,866,2108,27935,27936
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Stock+structure+delineation+of+Kawakawa+Euthynnus+affinis+%28Cantor%2C+1849%29+from+Malaysian+Borneo+using+multivariate+morphometric+analysis&rft.jtitle=Journal+of+King+Saud+University.+Science&rft.au=Binashikhbubkr%2C+Khaled&rft.au=Babangida+Kachi%2C+Jolly&rft.au=Al-Misned%2C+F.&rft.au=Naim%2C+Darlina+Md&rft.date=2024-09-01&rft.pub=Elsevier+B.V&rft.issn=1018-3647&rft.volume=36&rft.issue=8&rft_id=info:doi/10.1016%2Fj.jksus.2024.103278&rft.externalDocID=S1018364724001903
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1018-3647&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1018-3647&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1018-3647&client=summon