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Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer

Tie-stall housing inhibits movement in cows, thereby restricting the behavioral indicators used by farmers for detecting estrous. In this study, we investigated the changes in patterns of lying and standing times at estrous, and evaluated the potential for automated detection of estrous within tie-s...

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Autores principales: NABENISHI, Hisashi, KAWAKAMI, Shunsei, SHIMO, Shota, TAKESHITA, Kaito, YAMAZAKI, Atusi, SUZUKI, Kazuhiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Society for Reproduction and Development 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6379768/
https://www.ncbi.nlm.nih.gov/pubmed/30393247
http://dx.doi.org/10.1262/jrd.2018-087
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author NABENISHI, Hisashi
KAWAKAMI, Shunsei
SHIMO, Shota
TAKESHITA, Kaito
YAMAZAKI, Atusi
SUZUKI, Kazuhiro
author_facet NABENISHI, Hisashi
KAWAKAMI, Shunsei
SHIMO, Shota
TAKESHITA, Kaito
YAMAZAKI, Atusi
SUZUKI, Kazuhiro
author_sort NABENISHI, Hisashi
collection PubMed
description Tie-stall housing inhibits movement in cows, thereby restricting the behavioral indicators used by farmers for detecting estrous. In this study, we investigated the changes in patterns of lying and standing times at estrous, and evaluated the potential for automated detection of estrous within tie-stalls using a barometer and accelerometer. On estrous days, total daily standing time was significantly longer than that during non-estrous days (P < 0.05). A practical method was developed for detecting slight altitude changes using a novel device, which consisted of a barometer and accelerometer, and was attached to the neckband. Total daily standing time predicted using this new device was found to be highly correlative with the observed measured data (r = 0.95, P < 0.01), indicating the accuracy of the device in measuring daily standing time in tie-stall housed cows. In addition, the device detected an overall increase in total daily standing time during estrous days.
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spelling pubmed-63797682019-02-22 Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer NABENISHI, Hisashi KAWAKAMI, Shunsei SHIMO, Shota TAKESHITA, Kaito YAMAZAKI, Atusi SUZUKI, Kazuhiro J Reprod Dev Technology Report Tie-stall housing inhibits movement in cows, thereby restricting the behavioral indicators used by farmers for detecting estrous. In this study, we investigated the changes in patterns of lying and standing times at estrous, and evaluated the potential for automated detection of estrous within tie-stalls using a barometer and accelerometer. On estrous days, total daily standing time was significantly longer than that during non-estrous days (P < 0.05). A practical method was developed for detecting slight altitude changes using a novel device, which consisted of a barometer and accelerometer, and was attached to the neckband. Total daily standing time predicted using this new device was found to be highly correlative with the observed measured data (r = 0.95, P < 0.01), indicating the accuracy of the device in measuring daily standing time in tie-stall housed cows. In addition, the device detected an overall increase in total daily standing time during estrous days. The Society for Reproduction and Development 2018-11-03 2019-02 /pmc/articles/PMC6379768/ /pubmed/30393247 http://dx.doi.org/10.1262/jrd.2018-087 Text en ©2019 Society for Reproduction and Development This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial No Derivatives (by-nc-nd) License. (CC-BY-NC-ND 4.0: https://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Technology Report
NABENISHI, Hisashi
KAWAKAMI, Shunsei
SHIMO, Shota
TAKESHITA, Kaito
YAMAZAKI, Atusi
SUZUKI, Kazuhiro
Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer
title Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer
title_full Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer
title_fullStr Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer
title_full_unstemmed Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer
title_short Automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer
title_sort automated detection of estrous behavior in tie-stall housing using a barometer and accelerometer
topic Technology Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6379768/
https://www.ncbi.nlm.nih.gov/pubmed/30393247
http://dx.doi.org/10.1262/jrd.2018-087
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