Assessing the accuracy of leg mounted sensors for recording dairy cow behavioural activity at pasture, in cubicle housing and a straw yard
Charlton, G.L., Gauld, C., Veronesi, F., Rutter, S.M. and Bleach, E.C.L. (2022) Assessing the accuracy of leg mounted sensors for recording dairy cow behavioural activity at pasture, in cubicle housing and a straw yard. Animals, 12 (5).
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Gemma Charlton Assessing the accuracy UPLOAD. OCR.pdf - Published Version Available under License Creative Commons Attribution. Download (928kB) | Preview |
Abstract
The accuracy of CowAlert IceQube sensors (IceRobotics Ltd., Edinburgh, UK) for recording lying duration, standing and lying transitions and number of steps when dairy cows where at pasture, in cubicle housing and in a straw yard, was investigated. Holstein Friesian cows at Harper Adams University, UK were fitted with IceQube sensors; one on the back left (BL) leg and one on the front left (FL) leg. Cows at pasture (n = 48), in cubicle housing (n = 46) and in a straw yard (n = 45) were visually observed. Data were analysed in two stages: (1) an initial exploratory phase determined the correlation level between sensor measurements andvisual observations. Subsequently, (2) a mixed effects modelling framework was used to check whether sensors provide significantly different measures of cow’s activities compared to the observations. Results indicate that lying and standing times are similar between the observed and recorded times, in all three locations. In terms of sensor placement, significant differences were found between the number of steps recorded between BL and FL on straw and pasture, but all other activities were similar, in each location. The accuracy of CowAlert IceQube sensors on the BL leg gives them the potential to be used as lifelong sensors.
| Item Type: | Article |
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| Keywords: | dairy cow, accelerometer, validation, pasture, indoor housing, straw yard |
| Divisions: | Animal Health, Behaviour and Welfare (from 1.09.21) |
| Depositing User: | Mrs Rachael Giles |
| Date Deposited: | 23 Mar 2022 09:56 |
| Last Modified: | 23 Mar 2022 09:56 |
| URI: | https://hau.repository.guildhe.ac.uk/id/eprint/17823 |
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