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Daylong acoustic recordings of grazing and rumination activities in dairy cows

Monitoring livestock feeding behavior may help assess animal welfare and nutritional status, and to optimize pasture management. The need for continuous and sustained monitoring requires the use of automatic techniques based on the acquisition and analysis of sensor data. This work describes an open...

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Autores principales: Martinez-Rau, Luciano S., Chelotti, José O., Ferrero, Mariano, Utsumi, Santiago A., Planisich, Alejandra M., Vignolo, Leandro D., Giovanini, Leonardo L., Rufiner, H. Leonardo, Galli, Julio R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10632420/
https://www.ncbi.nlm.nih.gov/pubmed/37938260
http://dx.doi.org/10.1038/s41597-023-02673-3
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author Martinez-Rau, Luciano S.
Chelotti, José O.
Ferrero, Mariano
Utsumi, Santiago A.
Planisich, Alejandra M.
Vignolo, Leandro D.
Giovanini, Leonardo L.
Rufiner, H. Leonardo
Galli, Julio R.
author_facet Martinez-Rau, Luciano S.
Chelotti, José O.
Ferrero, Mariano
Utsumi, Santiago A.
Planisich, Alejandra M.
Vignolo, Leandro D.
Giovanini, Leonardo L.
Rufiner, H. Leonardo
Galli, Julio R.
author_sort Martinez-Rau, Luciano S.
collection PubMed
description Monitoring livestock feeding behavior may help assess animal welfare and nutritional status, and to optimize pasture management. The need for continuous and sustained monitoring requires the use of automatic techniques based on the acquisition and analysis of sensor data. This work describes an open dataset of acoustic recordings of the foraging behavior of dairy cows. The dataset includes 708 h of daily records obtained using unobtrusive and non-invasive instrumentation mounted on five lactating multiparous Holstein cows continuously monitored for six non-consecutive days in pasture and barn. Labeled recordings precisely delimiting grazing and rumination bouts are provided for a total of 392 h and for over 6,200 ingestive and rumination jaw movements. Companion information on the audio recording quality and expert-generated labels is also provided to facilitate data interpretation and analysis. This comprehensive dataset is a useful resource for studies aimed at exploring new tools and solutions for precision livestock farming.
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spelling pubmed-106324202023-11-10 Daylong acoustic recordings of grazing and rumination activities in dairy cows Martinez-Rau, Luciano S. Chelotti, José O. Ferrero, Mariano Utsumi, Santiago A. Planisich, Alejandra M. Vignolo, Leandro D. Giovanini, Leonardo L. Rufiner, H. Leonardo Galli, Julio R. Sci Data Data Descriptor Monitoring livestock feeding behavior may help assess animal welfare and nutritional status, and to optimize pasture management. The need for continuous and sustained monitoring requires the use of automatic techniques based on the acquisition and analysis of sensor data. This work describes an open dataset of acoustic recordings of the foraging behavior of dairy cows. The dataset includes 708 h of daily records obtained using unobtrusive and non-invasive instrumentation mounted on five lactating multiparous Holstein cows continuously monitored for six non-consecutive days in pasture and barn. Labeled recordings precisely delimiting grazing and rumination bouts are provided for a total of 392 h and for over 6,200 ingestive and rumination jaw movements. Companion information on the audio recording quality and expert-generated labels is also provided to facilitate data interpretation and analysis. This comprehensive dataset is a useful resource for studies aimed at exploring new tools and solutions for precision livestock farming. Nature Publishing Group UK 2023-11-08 /pmc/articles/PMC10632420/ /pubmed/37938260 http://dx.doi.org/10.1038/s41597-023-02673-3 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 Data Descriptor
Martinez-Rau, Luciano S.
Chelotti, José O.
Ferrero, Mariano
Utsumi, Santiago A.
Planisich, Alejandra M.
Vignolo, Leandro D.
Giovanini, Leonardo L.
Rufiner, H. Leonardo
Galli, Julio R.
Daylong acoustic recordings of grazing and rumination activities in dairy cows
title Daylong acoustic recordings of grazing and rumination activities in dairy cows
title_full Daylong acoustic recordings of grazing and rumination activities in dairy cows
title_fullStr Daylong acoustic recordings of grazing and rumination activities in dairy cows
title_full_unstemmed Daylong acoustic recordings of grazing and rumination activities in dairy cows
title_short Daylong acoustic recordings of grazing and rumination activities in dairy cows
title_sort daylong acoustic recordings of grazing and rumination activities in dairy cows
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10632420/
https://www.ncbi.nlm.nih.gov/pubmed/37938260
http://dx.doi.org/10.1038/s41597-023-02673-3
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