000084176 001__ 84176
000084176 005__ 20191122145053.0
000084176 0247_ $$2doi$$a10.1080/00218839.2018.1501856
000084176 0248_ $$2sideral$$a108287
000084176 037__ $$aART-2018-108287
000084176 041__ $$aeng
000084176 100__ $$aÁngel Beamonte, Ernesto
000084176 245__ $$aAutomatic determination of landmark coordinates for honey bee forewing venation using a new MATLAB-based tool
000084176 260__ $$c2018
000084176 5060_ $$aAccess copy available to the general public$$fUnrestricted
000084176 5203_ $$aIn this study, a novel and free-to-use MATLAB-based tool (WingMarks) is presented, aimed at facilitating the geometric morphometric analysis of honey bee forewing venation through automatic recognition of vein junctions. Firstly, the ability of the new software to analyze wing images obtained by different optical equipment was evaluated. Even when a low-end USB-microscope was used for image collection, it reached 100% precision in the automatic detection of the landmarks for 87% of the samples, and most of failures corresponded to a single point and were easily corrected. The measurement error of WingMarks software was studied through repeated analysis of the same wing image, evincing that landmark determination was highly repeatable, even higher than that of widely used tpsDig manual software. In addition, a field test with 720 specimens from three subspecies (A. m. iberiensis, A. m. ligustica, and A. m. carnica) and from hybrid Buckfast bees, collected from 90 different colonies, was conducted. In conjunction with MorphoJ, the coordinates of the vein junctions extracted by the program led to an accurate classification of the specimens, confirmed by canonical variate analysis methods. WingMarks software can thus be deemed as a versatile, precise, and accurate tool for the automatic recognition of A. mellifera wing vein junctions, facilitating the identification of bee genetic diversity using geometric morphometrics. The program is available under Creative Commons license and can be easily adapted to different insect species.
000084176 540__ $$9info:eu-repo/semantics/openAccess$$aAll rights reserved$$uhttp://www.europeana.eu/rights/rr-f/
000084176 590__ $$a1.752$$b2018
000084176 591__ $$aENTOMOLOGY$$b31 / 98 = 0.316$$c2018$$dQ2$$eT1
000084176 592__ $$a0.626$$b2018
000084176 593__ $$aInsect Science$$c2018$$dQ2
000084176 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/submittedVersion
000084176 700__ $$0(orcid)0000-0003-2713-2786$$aMartín Ramos, Pablo$$uUniversidad de Zaragoza
000084176 700__ $$0(orcid)0000-0001-8991-325X$$aSantolaria, Pilar$$uUniversidad de Zaragoza
000084176 700__ $$0(orcid)0000-0003-0582-5418$$aSales, Ester$$uUniversidad de Zaragoza
000084176 700__ $$aAbizanda, Javier
000084176 700__ $$aYániz, Jesús L.
000084176 7102_ $$15011$$2500$$aUniversidad de Zaragoza$$bDpto. CC.Agrar.y Medio Natural$$cArea Ingeniería Agroforestal
000084176 7102_ $$12008$$2700$$aUniversidad de Zaragoza$$bDpto. Produc.Animal Cienc.Ali.$$cÁrea Producción Animal
000084176 7102_ $$15011$$2705$$aUniversidad de Zaragoza$$bDpto. CC.Agrar.y Medio Natural$$cÁrea Producción Vegetal
000084176 773__ $$g57, 5 (2018), 605-610$$pJ. Apic. Res.$$tJOURNAL OF APICULTURAL RESEARCH$$x0021-8839
000084176 8564_ $$s778504$$uhttps://zaguan.unizar.es/record/84176/files/texto_completo.pdf$$yPreprint
000084176 8564_ $$s39820$$uhttps://zaguan.unizar.es/record/84176/files/texto_completo.jpg?subformat=icon$$xicon$$yPreprint
000084176 909CO $$ooai:zaguan.unizar.es:84176$$particulos$$pdriver
000084176 951__ $$a2019-11-22-14:44:15
000084176 980__ $$aARTICLE