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Familiarity, age, weaning and health status impact social proximity networks in dairy calves
Social network analysis in dairy calves has not been widely studied, with previous studies limited by the short study duration, and low number of animals and replicates. In this study, we investigated social proximity interactions of 79 Holstein–Friesian calves from 5 cohorts for up to 76 days. Netw...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908884/ https://www.ncbi.nlm.nih.gov/pubmed/36754990 http://dx.doi.org/10.1038/s41598-023-29309-1 |
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author | Vázquez-Diosdado, Jorge A. Occhiuto, Francesca Carslake, Charles Kaler, Jasmeet |
author_facet | Vázquez-Diosdado, Jorge A. Occhiuto, Francesca Carslake, Charles Kaler, Jasmeet |
author_sort | Vázquez-Diosdado, Jorge A. |
collection | PubMed |
description | Social network analysis in dairy calves has not been widely studied, with previous studies limited by the short study duration, and low number of animals and replicates. In this study, we investigated social proximity interactions of 79 Holstein–Friesian calves from 5 cohorts for up to 76 days. Networks were computed using 4-day aggregated associations obtained from ultrawideband location sensor technology, at 1 Hz sampling rate. The effect of age, familiarity, health, and weaning status on the social proximity networks of dairy calves was assessed. Networks were poorly correlated (non-stable) between the different 4-day periods, in the majority of them calves associated heterogeneously, and individuals assorted based on previous familiarity for the whole duration of the study. Age significantly increased association strength, social time and eigenvector centrality and significantly decreased closeness and coefficient of variation in association (CV). Sick calves had a significantly lower strength, social time, centrality and CV, and significantly higher closeness compared to the healthy calves. During and after weaning, calves had significantly lower closeness and CV, and significantly higher association strength, social time, and eigenvector centrality. These results indicate that age, familiarity, weaning, and sickness have a significant impact on the variation of social proximity interaction of calves. |
format | Online Article Text |
id | pubmed-9908884 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99088842023-02-10 Familiarity, age, weaning and health status impact social proximity networks in dairy calves Vázquez-Diosdado, Jorge A. Occhiuto, Francesca Carslake, Charles Kaler, Jasmeet Sci Rep Article Social network analysis in dairy calves has not been widely studied, with previous studies limited by the short study duration, and low number of animals and replicates. In this study, we investigated social proximity interactions of 79 Holstein–Friesian calves from 5 cohorts for up to 76 days. Networks were computed using 4-day aggregated associations obtained from ultrawideband location sensor technology, at 1 Hz sampling rate. The effect of age, familiarity, health, and weaning status on the social proximity networks of dairy calves was assessed. Networks were poorly correlated (non-stable) between the different 4-day periods, in the majority of them calves associated heterogeneously, and individuals assorted based on previous familiarity for the whole duration of the study. Age significantly increased association strength, social time and eigenvector centrality and significantly decreased closeness and coefficient of variation in association (CV). Sick calves had a significantly lower strength, social time, centrality and CV, and significantly higher closeness compared to the healthy calves. During and after weaning, calves had significantly lower closeness and CV, and significantly higher association strength, social time, and eigenvector centrality. These results indicate that age, familiarity, weaning, and sickness have a significant impact on the variation of social proximity interaction of calves. Nature Publishing Group UK 2023-02-08 /pmc/articles/PMC9908884/ /pubmed/36754990 http://dx.doi.org/10.1038/s41598-023-29309-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Vázquez-Diosdado, Jorge A. Occhiuto, Francesca Carslake, Charles Kaler, Jasmeet Familiarity, age, weaning and health status impact social proximity networks in dairy calves |
title | Familiarity, age, weaning and health status impact social proximity networks in dairy calves |
title_full | Familiarity, age, weaning and health status impact social proximity networks in dairy calves |
title_fullStr | Familiarity, age, weaning and health status impact social proximity networks in dairy calves |
title_full_unstemmed | Familiarity, age, weaning and health status impact social proximity networks in dairy calves |
title_short | Familiarity, age, weaning and health status impact social proximity networks in dairy calves |
title_sort | familiarity, age, weaning and health status impact social proximity networks in dairy calves |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908884/ https://www.ncbi.nlm.nih.gov/pubmed/36754990 http://dx.doi.org/10.1038/s41598-023-29309-1 |
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