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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Society for Reproduction and Development
2018
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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. |
format | Online Article Text |
id | pubmed-6379768 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Society for Reproduction and Development |
record_format | MEDLINE/PubMed |
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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