Wing geometric morphometrics of european honey bee populations
Autor(a) principal: | |
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Data de Publicação: | 2024 |
Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Idioma: | eng |
Título da fonte: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
Texto Completo: | http://hdl.handle.net/10198/30336 |
Resumo: | Wing venation patterns have long been used to identify honey bee subspecies, singly or in combination with other morphological traits, using different approaches. Beekeepers have traditionally used identification methods that only require estimations of the Cubital Index, Hantel Index, and/or Discoidal Shift Angle. However, these measures do not consider all the information carried by wing patterns, and a more accurate approach is geometric morphometrics, which requires the annotation of 19 landmarks in the forewing vein junctions. While manual wing annotation is a time-consuming and error-prone endeavour, the recently developed software DeepWings© performs this task automatically, allowing a fast and relatively accurate identification of European honey bee subspecies, and is appropriate for large-scale projects. In this study, we analyse the patterns of forewings extracted from over 850 colonies sampled across 29 European countries. To that end, the right forewings of five workers per colony are photographed with a digital camera attached to a stereomicroscope. The images are then analysed using DeepWings©. Our main objective is to assess (i) how closely the colonies identified by DeepWings© match the endemic evolutionary lineages and subspecies; and (ii) the association between the identification produced by DeepWings© and that inferred from mitochondrial DNA. While geometric morphometrics does not replace molecular tools for the identification of colonies, it can provide a preliminary estimation of their genetic integrity. |
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Wing geometric morphometrics of european honey bee populationsWing geometric morphometricsApis melliferaConservationResearch Subject Categories::TECHNOLOGY::Chemical engineering::Food technologyWing venation patterns have long been used to identify honey bee subspecies, singly or in combination with other morphological traits, using different approaches. Beekeepers have traditionally used identification methods that only require estimations of the Cubital Index, Hantel Index, and/or Discoidal Shift Angle. However, these measures do not consider all the information carried by wing patterns, and a more accurate approach is geometric morphometrics, which requires the annotation of 19 landmarks in the forewing vein junctions. While manual wing annotation is a time-consuming and error-prone endeavour, the recently developed software DeepWings© performs this task automatically, allowing a fast and relatively accurate identification of European honey bee subspecies, and is appropriate for large-scale projects. In this study, we analyse the patterns of forewings extracted from over 850 colonies sampled across 29 European countries. To that end, the right forewings of five workers per colony are photographed with a digital camera attached to a stereomicroscope. The images are then analysed using DeepWings©. Our main objective is to assess (i) how closely the colonies identified by DeepWings© match the endemic evolutionary lineages and subspecies; and (ii) the association between the identification produced by DeepWings© and that inferred from mitochondrial DNA. While geometric morphometrics does not replace molecular tools for the identification of colonies, it can provide a preliminary estimation of their genetic integrity.This work was conducted in the framework of the project Better-B, funded by the European Union, the Swiss State Secretariat for Education, Research and Innovation, and UK Research and Innovation, under the UK government's Horizon Europe funding guarantee (grant number 10068544).Estonian University of Life SciencesBiblioteca Digital do IPBCosta, MaíraGonçalves, TelmaLopes, AnaVitrio, NathaliaAlbo, AlexandreBlazyte-Cereskiene, LaimaBrodschneider, RobertBrusbardis, ValtersCarreck, Norman L.Charistos, LeonidasChlebo, RobertCoffey, Mary F.Danneels, EllenGraaf, Dirk C.Dobrescu, ConstantinFilipi, JanjaGajda, AnnaGratzer, KristinaHatjina, FaniJohannesen, JesKormendy-Racz, JánosKovačić, MarinKristiansen, PrebenMartikkala, MarittaMartin-Hernandez, RaquelPietropaoli, MarcoPoirot, BenjaminRadev, ZhekoRaudmets, AivarDouarre, VincentRoessink, IvoŠkerl, Maja Ivana SmodišTitera, DaliborSteen, Jozef van derVarnava, AndriVejsnæs, FlemmingWebster, Matthew T.Rodrigues, Pedro JoãoHenriques, DoraPinto, M. Alice2024-10-07T15:38:32Z20242024-01-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10198/30336engCosta, Maíra; Gonçalves, Telma; Lopes, Ana; Vitrio, Nathalia; Albo, Alexandre; Blazyte-Cereskiene, Laima; Brodschneider, Robert; Brusbardis, Valters; Carreck, Norman L.; Charistos, Leonidas; Chlebo, Robert; Coffey, Mary F.; Danneels, Ellen; Graaf, Dirk C.; Dobrescu, Constantin; Filipi, Janja; Gajda, Anna; Gratzer, Kristina; Hatjina, Fani; Johannesen, Jes; Kormendy-Racz, János; Kovačić, Marin; Kristiansen, Preben; Martikkala, Maritta; Martin-Hernandez, Raquel; Pietropaoli, Marco; Poirot, Benjamin; Radev, Zheko; Raudmets, Aivar; Douarre, Vincent; Roessink, Ivo; Škerl, Maja Ivana Smodiš; Titera, Dalibor; Steen, Jozef van der; Varnava, Andri; Vejsnæs, Flemming; Webster, Matthew T.; Rodrigues, Pedro João; Henriques, Dora; Pinto, M. Alice (2024). Wing geometric morphometrics of european honey bee populations. In 10th congress of Apidology. Tallininfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-25T12:21:56Zoai:bibliotecadigital.ipb.pt:10198/30336Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T18:55:36.356450Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
dc.title.none.fl_str_mv |
Wing geometric morphometrics of european honey bee populations |
title |
Wing geometric morphometrics of european honey bee populations |
spellingShingle |
Wing geometric morphometrics of european honey bee populations Costa, Maíra Wing geometric morphometrics Apis mellifera Conservation Research Subject Categories::TECHNOLOGY::Chemical engineering::Food technology |
title_short |
Wing geometric morphometrics of european honey bee populations |
title_full |
Wing geometric morphometrics of european honey bee populations |
title_fullStr |
Wing geometric morphometrics of european honey bee populations |
title_full_unstemmed |
Wing geometric morphometrics of european honey bee populations |
title_sort |
Wing geometric morphometrics of european honey bee populations |
author |
Costa, Maíra |
author_facet |
Costa, Maíra Gonçalves, Telma Lopes, Ana Vitrio, Nathalia Albo, Alexandre Blazyte-Cereskiene, Laima Brodschneider, Robert Brusbardis, Valters Carreck, Norman L. Charistos, Leonidas Chlebo, Robert Coffey, Mary F. Danneels, Ellen Graaf, Dirk C. Dobrescu, Constantin Filipi, Janja Gajda, Anna Gratzer, Kristina Hatjina, Fani Johannesen, Jes Kormendy-Racz, János Kovačić, Marin Kristiansen, Preben Martikkala, Maritta Martin-Hernandez, Raquel Pietropaoli, Marco Poirot, Benjamin Radev, Zheko Raudmets, Aivar Douarre, Vincent Roessink, Ivo Škerl, Maja Ivana Smodiš Titera, Dalibor Steen, Jozef van der Varnava, Andri Vejsnæs, Flemming Webster, Matthew T. Rodrigues, Pedro João Henriques, Dora Pinto, M. Alice |
author_role |
author |
author2 |
Gonçalves, Telma Lopes, Ana Vitrio, Nathalia Albo, Alexandre Blazyte-Cereskiene, Laima Brodschneider, Robert Brusbardis, Valters Carreck, Norman L. Charistos, Leonidas Chlebo, Robert Coffey, Mary F. Danneels, Ellen Graaf, Dirk C. Dobrescu, Constantin Filipi, Janja Gajda, Anna Gratzer, Kristina Hatjina, Fani Johannesen, Jes Kormendy-Racz, János Kovačić, Marin Kristiansen, Preben Martikkala, Maritta Martin-Hernandez, Raquel Pietropaoli, Marco Poirot, Benjamin Radev, Zheko Raudmets, Aivar Douarre, Vincent Roessink, Ivo Škerl, Maja Ivana Smodiš Titera, Dalibor Steen, Jozef van der Varnava, Andri Vejsnæs, Flemming Webster, Matthew T. Rodrigues, Pedro João Henriques, Dora Pinto, M. Alice |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Biblioteca Digital do IPB |
dc.contributor.author.fl_str_mv |
Costa, Maíra Gonçalves, Telma Lopes, Ana Vitrio, Nathalia Albo, Alexandre Blazyte-Cereskiene, Laima Brodschneider, Robert Brusbardis, Valters Carreck, Norman L. Charistos, Leonidas Chlebo, Robert Coffey, Mary F. Danneels, Ellen Graaf, Dirk C. Dobrescu, Constantin Filipi, Janja Gajda, Anna Gratzer, Kristina Hatjina, Fani Johannesen, Jes Kormendy-Racz, János Kovačić, Marin Kristiansen, Preben Martikkala, Maritta Martin-Hernandez, Raquel Pietropaoli, Marco Poirot, Benjamin Radev, Zheko Raudmets, Aivar Douarre, Vincent Roessink, Ivo Škerl, Maja Ivana Smodiš Titera, Dalibor Steen, Jozef van der Varnava, Andri Vejsnæs, Flemming Webster, Matthew T. Rodrigues, Pedro João Henriques, Dora Pinto, M. Alice |
dc.subject.por.fl_str_mv |
Wing geometric morphometrics Apis mellifera Conservation Research Subject Categories::TECHNOLOGY::Chemical engineering::Food technology |
topic |
Wing geometric morphometrics Apis mellifera Conservation Research Subject Categories::TECHNOLOGY::Chemical engineering::Food technology |
description |
Wing venation patterns have long been used to identify honey bee subspecies, singly or in combination with other morphological traits, using different approaches. Beekeepers have traditionally used identification methods that only require estimations of the Cubital Index, Hantel Index, and/or Discoidal Shift Angle. However, these measures do not consider all the information carried by wing patterns, and a more accurate approach is geometric morphometrics, which requires the annotation of 19 landmarks in the forewing vein junctions. While manual wing annotation is a time-consuming and error-prone endeavour, the recently developed software DeepWings© performs this task automatically, allowing a fast and relatively accurate identification of European honey bee subspecies, and is appropriate for large-scale projects. In this study, we analyse the patterns of forewings extracted from over 850 colonies sampled across 29 European countries. To that end, the right forewings of five workers per colony are photographed with a digital camera attached to a stereomicroscope. The images are then analysed using DeepWings©. Our main objective is to assess (i) how closely the colonies identified by DeepWings© match the endemic evolutionary lineages and subspecies; and (ii) the association between the identification produced by DeepWings© and that inferred from mitochondrial DNA. While geometric morphometrics does not replace molecular tools for the identification of colonies, it can provide a preliminary estimation of their genetic integrity. |
publishDate |
2024 |
dc.date.none.fl_str_mv |
2024-10-07T15:38:32Z 2024 2024-01-01T00:00:00Z |
dc.type.driver.fl_str_mv |
conference object |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10198/30336 |
url |
http://hdl.handle.net/10198/30336 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Costa, Maíra; Gonçalves, Telma; Lopes, Ana; Vitrio, Nathalia; Albo, Alexandre; Blazyte-Cereskiene, Laima; Brodschneider, Robert; Brusbardis, Valters; Carreck, Norman L.; Charistos, Leonidas; Chlebo, Robert; Coffey, Mary F.; Danneels, Ellen; Graaf, Dirk C.; Dobrescu, Constantin; Filipi, Janja; Gajda, Anna; Gratzer, Kristina; Hatjina, Fani; Johannesen, Jes; Kormendy-Racz, János; Kovačić, Marin; Kristiansen, Preben; Martikkala, Maritta; Martin-Hernandez, Raquel; Pietropaoli, Marco; Poirot, Benjamin; Radev, Zheko; Raudmets, Aivar; Douarre, Vincent; Roessink, Ivo; Škerl, Maja Ivana Smodiš; Titera, Dalibor; Steen, Jozef van der; Varnava, Andri; Vejsnæs, Flemming; Webster, Matthew T.; Rodrigues, Pedro João; Henriques, Dora; Pinto, M. Alice (2024). Wing geometric morphometrics of european honey bee populations. In 10th congress of Apidology. Tallin |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Estonian University of Life Sciences |
publisher.none.fl_str_mv |
Estonian University of Life Sciences |
dc.source.none.fl_str_mv |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
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