Correlations between milking characteristics and behavior of cows milked in robotic systems
Autor(a) principal: | |
---|---|
Data de Publicação: | 2023 |
Outros Autores: | , , , , , , , , |
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. |
id |
UEL-11_129d7ed44d83519d433b69c33c449cef |
---|---|
oai_identifier_str |
oai:ojs.pkp.sfu.ca:article/46594 |
network_acronym_str |
UEL-11 |
network_name_str |
Semina. Ciências Agrárias (Online) |
repository_id_str |
|
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 |
_version_ |
1799306086845513728 |