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dc.contributor.authorKwankamol Limsopathamen_US
dc.contributor.authorTunwadee Klong-klaewen_US
dc.contributor.authorNuttanon Fufuangen_US
dc.contributor.authorSangob Saniten_US
dc.contributor.authorKabkaew L. Sukontasonen_US
dc.contributor.authorKom Sukontasonen_US
dc.contributor.authorPradya Somboonen_US
dc.contributor.authorNarin Sontigunen_US
dc.date.accessioned2022-10-16T06:56:36Z-
dc.date.available2022-10-16T06:56:36Z-
dc.date.issued2021-10-01en_US
dc.identifier.issn18736254en_US
dc.identifier.issn0001706Xen_US
dc.identifier.other2-s2.0-85111196997en_US
dc.identifier.other10.1016/j.actatropica.2021.106062en_US
dc.identifier.urihttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85111196997&origin=inwarden_US
dc.identifier.urihttp://cmuir.cmu.ac.th/jspui/handle/6653943832/75057-
dc.description.abstractMany muscid flies (Diptera: Muscidae) are well-known as medical, veterinary, and forensically significant insects, thus correct species identification is critically important before applying for fly control and determining a minimal postmortem interval (PMImin) in forensic investigations. Limited in taxonomic keys and taxonomists, as well as scanty in advanced molecular laboratories lead to difficulty in identification of muscids. To date, a landmark-based geometric morphometric analysis of wings has proven to be a promising alternative technique for identifying many insect species. Herein, we assessed wing morphometric analysis for identification of six medically and forensically important muscids, namely Musca domestica Linnaeus, Musca pattoni Austen, Musca ventrosa Wiedemann, Hydrotaea chalcogaster (Wiedemann), Hydrotaea spinigera Stein, and Dichaetomyia quadrata (Wiedemann). A total of 302 right wing images were digitized based on 15 homologous landmarks and wing shape variation among genera and species was analyzed using canonical variate analysis, whereas sexual shape dimorphism of M. domestica, M. ventrosa, and D. quadrata was analyzed using discriminant function analysis. The cross-validation revealed a relatively high percentage of correct classification in most species, ranging from 86.4% to 100%, except for M. pattoni, being 67.5%. Misidentifications were mainly due to cross-pairings of the genus Musca; M. domestica VS M. pattoni VS M. ventrosa. The accuracy of classification using cross-validation test demonstrated that wing shape can be used to evaluate muscid flies at the genus- and species-level, and separate sexes of the three species analyzed, with a high reliability. This study sheds light on genus, species, and sex discrimination of six muscid species that have been approached using wing morphometric analysis.en_US
dc.subjectAgricultural and Biological Sciencesen_US
dc.subjectImmunology and Microbiologyen_US
dc.subjectMedicineen_US
dc.subjectVeterinaryen_US
dc.titleWing morphometrics of medically and forensically important muscid flies (Diptera: Muscidae)en_US
dc.typeJournalen_US
article.title.sourcetitleActa Tropicaen_US
article.volume222en_US
article.stream.affiliationsWalailak Universityen_US
article.stream.affiliationsChiang Mai Universityen_US
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