Automatic determination of landmark coordinates for honey bee forewing venation using a new MATLAB-based tool
Resumen: In 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.
Idioma: Inglés
DOI: 10.1080/00218839.2018.1501856
Año: 2018
Publicado en: JOURNAL OF APICULTURAL RESEARCH 57, 5 (2018), 605-610
ISSN: 0021-8839

Factor impacto JCR: 1.752 (2018)
Categ. JCR: ENTOMOLOGY rank: 31 / 98 = 0.316 (2018) - Q2 - T1
Factor impacto SCIMAGO: 0.626 - Insect Science (Q2)

Tipo y forma: Article (PrePrint)
Área (Departamento): Area Ingeniería Agroforestal (Dpto. CC.Agrar.y Medio Natural)
Área (Departamento): Área Producción Animal (Dpto. Produc.Animal Cienc.Ali.)
Área (Departamento): Área Producción Vegetal (Dpto. CC.Agrar.y Medio Natural)

Rights Reserved All rights reserved by journal editor

Exportado de SIDERAL (2019-11-22-14:44:15)

Este artículo se encuentra en las siguientes colecciones:

 Record created 2019-10-25, last modified 2019-11-22

Rate this document:

Rate this document:
(Not yet reviewed)