000136392 001__ 136392
000136392 005__ 20240731105613.0
000136392 0247_ $$2doi$$a10.1080/00218839.2024.2365490
000136392 0248_ $$2sideral$$a139200
000136392 037__ $$aART-2024-139200
000136392 041__ $$aeng
000136392 100__ $$aAngel-Beamonte, Ernesto
000136392 245__ $$aWing morphometric analysis using smartphone images and a free MATLAB-based tool: a case study with <i>Apis mellifera</i> from the Balearic Islands
000136392 260__ $$c2024
000136392 5060_ $$aAccess copy available to the general public$$fUnrestricted
000136392 5203_ $$aThis study was designed to validate the new software WingMarks2 for the fully automatic and complete geometric morphometric analysis of the forewing venation structure in the honey bee and to apply this software for the morphometric analysis of Apis mellifera iberiensis in the Balearic Islands. Three experiments were performed to evaluate the ability of WingMarks2 software to analyze wing images obtained with different optical equipment (experiment 1), to check its ability to discriminate between six subspecies of Apis mellifera (experiment 2), to compare WingMarks2 and DeepWings software programs in their capabilities for detecting wing landmarks and associating them with specific subspecies (experiment 3) and to determine if there is a morphometric differentiation of A. m. iberiensis in the Balearic Islands when compared to those of the Iberian Peninsula (experiment 4). In experiment 1, WingMarks2 software allowed the automatic and accurate analysis of 91.7%, 95.2%, and 91.5% of the wings analyzed when using Leica microscope, Celestron USB microscope and Xiaomi Smartphone images, respectively. The results of experiment 2 showed that, overall, the cross-validated correct identification rate was 97.4% for the subspecies as a whole and ranged between 94% and 100% for the individual subspecies. In experiment 3, WingMarks2 proved more efficient than DeepWings in correctly processing the wings and assigning them to the subspecies. Finally, in experiment 4, the application of the new WingMarks2 software allowed us to identify a morphometric differentiation of A. m. iberiensis in the Balearic Islands when compared to those of the Iberian Peninsula.
000136392 536__ $$9info:eu-repo/grantAgreement/ES/AEI/PID2020-112673RB-I00$$9info:eu-repo/grantAgreement/ES/DGA-FSE/A07_23R
000136392 540__ $$9info:eu-repo/semantics/openAccess$$aby-nc$$uhttp://creativecommons.org/licenses/by-nc/3.0/es/
000136392 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/acceptedVersion
000136392 700__ $$0(orcid)0000-0001-8991-325X$$aSantolaria, Pilar$$uUniversidad de Zaragoza
000136392 700__ $$aCortés-Calvo, Susana
000136392 700__ $$aGonzalvo, Miriam
000136392 700__ $$aMuñoz Gabaldón, Irene
000136392 700__ $$aDe la Rúa, Pilar
000136392 700__ $$aEspejo, Pablo
000136392 700__ $$0(orcid)0000-0001-5316-1703$$aYániz, Jesús$$uUniversidad de Zaragoza
000136392 7102_ $$12008$$2700$$aUniversidad de Zaragoza$$bDpto. Produc.Animal Cienc.Ali.$$cÁrea Producción Animal
000136392 773__ $$g(2024), 1-10$$pJ. Apic. Res.$$tJOURNAL OF APICULTURAL RESEARCH$$x0021-8839
000136392 8564_ $$s1150021$$uhttps://zaguan.unizar.es/record/136392/files/texto_completo.pdf$$yPostprint$$zinfo:eu-repo/date/embargoEnd/2025-06-17
000136392 8564_ $$s956572$$uhttps://zaguan.unizar.es/record/136392/files/texto_completo.jpg?subformat=icon$$xicon$$yPostprint$$zinfo:eu-repo/date/embargoEnd/2025-06-17
000136392 909CO $$ooai:zaguan.unizar.es:136392$$particulos$$pdriver
000136392 951__ $$a2024-07-31-09:24:19
000136392 980__ $$aARTICLE