Correlations between milking characteristics and behavior of cows milked in robotic systems

Detalhes bibliográficos
Autor(a) principal: Rodriguez, Flor Angela Niño
Data de Publicação: 2023
Outros Autores: Lopes, Marcos Aurélio, Lima, André Luis Ribeiro, Almeida Júnior, Gercílio Alves de, Novo, André Luiz Monteiro, Barbari, Matteo, Brito, Sergio Corrêa, Bassotto, Leandro Carvalho, Camargo, Artur Chinelato de, Nascimento, Esteffany Francisca Reis
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Semina. Ciências Agrárias (Online)
Texto Completo: https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/46594
Resumo: The objective of this study was to analyze the correlation between milking characteristics and the behavior of cows in automatic milking systems. Data were collected between September 2019 and March 2020 from two commercial dairy herds located in Minas Gerais, Brazil, which use an automatic milking system (AMSTM, DeLaval, Tumba, Sweden). The dataset comprised 68,896 observations from 542 primiparous and multiparous cows of Holstein and crossbred (Holstein × Jersey) breeds. Daily milking characteristics, including milk flow rate (FR), time spent in the milking box (BT), and milking efficiency (ME), were recorded, along with behavioral traits such as milking handling time (HT), incomplete milkings (IM), and kicks. To assess the relationships between these traits, a bivariate correlation analysis was performed using Pearson's correlation coefficient, executed with the statistical software SPSS version 22. The results revealed moderate negative correlations between FR and BT, ME and HT, and BT and ME. Conversely, a strong positive correlation was observed between FR and ME. A high positive correlation was identified between BT and HT, a moderate positive correlation between ME and milk yield, and a weak positive correlation between HT and IM (P<0.01). No significant correlation was found between milking frequency and kicks or incomplete milkings.
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spelling Correlations between milking characteristics and behavior of cows milked in robotic systemsCorrelações entre características de ordenhabilidade e comportamento de vacas ordenhadas em sistemas robotizadosAutomatic milking systemAutomationMilking efficiencyTemperament.AutomaçãoEficiência de ordenhaSistema de ordenha automáticoTemperamento.The objective of this study was to analyze the correlation between milking characteristics and the behavior of cows in automatic milking systems. Data were collected between September 2019 and March 2020 from two commercial dairy herds located in Minas Gerais, Brazil, which use an automatic milking system (AMSTM, DeLaval, Tumba, Sweden). The dataset comprised 68,896 observations from 542 primiparous and multiparous cows of Holstein and crossbred (Holstein × Jersey) breeds. Daily milking characteristics, including milk flow rate (FR), time spent in the milking box (BT), and milking efficiency (ME), were recorded, along with behavioral traits such as milking handling time (HT), incomplete milkings (IM), and kicks. To assess the relationships between these traits, a bivariate correlation analysis was performed using Pearson's correlation coefficient, executed with the statistical software SPSS version 22. The results revealed moderate negative correlations between FR and BT, ME and HT, and BT and ME. Conversely, a strong positive correlation was observed between FR and ME. A high positive correlation was identified between BT and HT, a moderate positive correlation between ME and milk yield, and a weak positive correlation between HT and IM (P<0.01). No significant correlation was found between milking frequency and kicks or incomplete milkings.Objetivou-se analisar a correlação entre características de ordenhabilidade e de comportamento de vacas ordenhadas em sistemas de ordenha automáticas. Os dados coletados, foram referentes ao período de setembro de 2019 a março de 2020, oriundos de dois rebanhos leiteiros comerciais localizados no Estado de Minas Gerais, nos quais utilizam sistema de ordenha automática (AMSTM, DeLaval, Tumba, Suécia), contêm 68.896 observações, de 542 vacas primíparas e multíparas da raça Holstein e mestiças (Holstein x Jersey). Os registros diários de características de ordenhabilidade como fluxo do leite (FL), tempo no box (TB) e eficiência na ordenha (EO); bem como características de comportamento: handling time na ordenha (HT), ordenhas incompletas (OIN) e coices (COI) foram avaliadas por análise de correlação bivariada pelo coeficiente de correlação de Pearson, utilizando-se o programa estatístico SPSS versão 22. As correlações foram negativas moderadas entre FL e TB; EO e HT; bem como TB e EO; e positiva e alta entre FL e EO. Correlação positiva e alta foi encontrada entre TB e HT; positiva e moderada entre EO e PL e positiva baixa entre HT e OIN (P<0.01). Não houve correlação entre a frequência de ordenha (FO) com COI e OIN.UEL2023-11-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/4659410.5433/1679-0359.2023v44n5p1683Semina: Ciências Agrárias; Vol. 44 No. 5 (2023); 1683-1696Semina: Ciências Agrárias; v. 44 n. 5 (2023); 1683-16961679-03591676-546Xreponame:Semina. Ciências Agrárias (Online)instname:Universidade Estadual de Londrina (UEL)instacron:UELenghttps://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/46594/49630Copyright (c) 2023 Semina: Ciências Agráriashttp://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessRodriguez, Flor Angela NiñoLopes, Marcos AurélioLima, André Luis RibeiroAlmeida Júnior, Gercílio Alves de Novo, André Luiz MonteiroBarbari, MatteoBrito, Sergio CorrêaBassotto, Leandro CarvalhoCamargo, Artur Chinelato deNascimento, Esteffany Francisca Reis2023-12-12T16:15:03Zoai:ojs.pkp.sfu.ca:article/46594Revistahttp://www.uel.br/revistas/uel/index.php/semagrariasPUBhttps://ojs.uel.br/revistas/uel/index.php/semagrarias/oaisemina.agrarias@uel.br1679-03591676-546Xopendoar:2023-12-12T16:15:03Semina. Ciências Agrárias (Online) - Universidade Estadual de Londrina (UEL)false
dc.title.none.fl_str_mv Correlations between milking characteristics and behavior of cows milked in robotic systems
Correlações entre características de ordenhabilidade e comportamento de vacas ordenhadas em sistemas robotizados
title Correlations between milking characteristics and behavior of cows milked in robotic systems
spellingShingle Correlations between milking characteristics and behavior of cows milked in robotic systems
Rodriguez, Flor Angela Niño
Automatic milking system
Automation
Milking efficiency
Temperament.
Automação
Eficiência de ordenha
Sistema de ordenha automático
Temperamento.
title_short Correlations between milking characteristics and behavior of cows milked in robotic systems
title_full Correlations between milking characteristics and behavior of cows milked in robotic systems
title_fullStr Correlations between milking characteristics and behavior of cows milked in robotic systems
title_full_unstemmed Correlations between milking characteristics and behavior of cows milked in robotic systems
title_sort Correlations between milking characteristics and behavior of cows milked in robotic systems
author Rodriguez, Flor Angela Niño
author_facet Rodriguez, Flor Angela Niño
Lopes, Marcos Aurélio
Lima, André Luis Ribeiro
Almeida Júnior, Gercílio Alves de
Novo, André Luiz Monteiro
Barbari, Matteo
Brito, Sergio Corrêa
Bassotto, Leandro Carvalho
Camargo, Artur Chinelato de
Nascimento, Esteffany Francisca Reis
author_role author
author2 Lopes, Marcos Aurélio
Lima, André Luis Ribeiro
Almeida Júnior, Gercílio Alves de
Novo, André Luiz Monteiro
Barbari, Matteo
Brito, Sergio Corrêa
Bassotto, Leandro Carvalho
Camargo, Artur Chinelato de
Nascimento, Esteffany Francisca Reis
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Rodriguez, Flor Angela Niño
Lopes, Marcos Aurélio
Lima, André Luis Ribeiro
Almeida Júnior, Gercílio Alves de
Novo, André Luiz Monteiro
Barbari, Matteo
Brito, Sergio Corrêa
Bassotto, Leandro Carvalho
Camargo, Artur Chinelato de
Nascimento, Esteffany Francisca Reis
dc.subject.por.fl_str_mv Automatic milking system
Automation
Milking efficiency
Temperament.
Automação
Eficiência de ordenha
Sistema de ordenha automático
Temperamento.
topic Automatic milking system
Automation
Milking efficiency
Temperament.
Automação
Eficiência de ordenha
Sistema de ordenha automático
Temperamento.
description The objective of this study was to analyze the correlation between milking characteristics and the behavior of cows in automatic milking systems. Data were collected between September 2019 and March 2020 from two commercial dairy herds located in Minas Gerais, Brazil, which use an automatic milking system (AMSTM, DeLaval, Tumba, Sweden). The dataset comprised 68,896 observations from 542 primiparous and multiparous cows of Holstein and crossbred (Holstein × Jersey) breeds. Daily milking characteristics, including milk flow rate (FR), time spent in the milking box (BT), and milking efficiency (ME), were recorded, along with behavioral traits such as milking handling time (HT), incomplete milkings (IM), and kicks. To assess the relationships between these traits, a bivariate correlation analysis was performed using Pearson's correlation coefficient, executed with the statistical software SPSS version 22. The results revealed moderate negative correlations between FR and BT, ME and HT, and BT and ME. Conversely, a strong positive correlation was observed between FR and ME. A high positive correlation was identified between BT and HT, a moderate positive correlation between ME and milk yield, and a weak positive correlation between HT and IM (P<0.01). No significant correlation was found between milking frequency and kicks or incomplete milkings.
publishDate 2023
dc.date.none.fl_str_mv 2023-11-07
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/46594
10.5433/1679-0359.2023v44n5p1683
url https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/46594
identifier_str_mv 10.5433/1679-0359.2023v44n5p1683
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/46594/49630
dc.rights.driver.fl_str_mv Copyright (c) 2023 Semina: Ciências Agrárias
http://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Semina: Ciências Agrárias
http://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv UEL
publisher.none.fl_str_mv UEL
dc.source.none.fl_str_mv Semina: Ciências Agrárias; Vol. 44 No. 5 (2023); 1683-1696
Semina: Ciências Agrárias; v. 44 n. 5 (2023); 1683-1696
1679-0359
1676-546X
reponame:Semina. Ciências Agrárias (Online)
instname:Universidade Estadual de Londrina (UEL)
instacron:UEL
instname_str Universidade Estadual de Londrina (UEL)
instacron_str UEL
institution UEL
reponame_str Semina. Ciências Agrárias (Online)
collection Semina. Ciências Agrárias (Online)
repository.name.fl_str_mv Semina. Ciências Agrárias (Online) - Universidade Estadual de Londrina (UEL)
repository.mail.fl_str_mv semina.agrarias@uel.br
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