The Internet of Things enhancing animal welfare and farm operational efficiency

C Michie, I Andonovic, C Davison… - Journal of Dairy …, 2020 - cambridge.org
The growth in wirelessly enabled sensor network technologies has enabled the low cost
deployment of sensor platforms with applications in a range of sectors and communities. In …

Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks

D Pavlovic, C Davison, A Hamilton, O Marko… - Sensors, 2021 - mdpi.com
Monitoring cattle behaviour is core to the early detection of health and welfare issues and to
optimise the fertility of large herds. Accelerometer-based sensor systems that provide activity …

Using animal-mounted sensor technology and machine learning to predict time-to-calving in beef and dairy cows

GA Miller, M Mitchell, ZE Barker, K Giebel, EA Codling… - Animal, 2020 - cambridge.org
Worldwide, there is a trend towards increased herd sizes, and the animal-to-stockman ratio
is increasing within the beef and dairy sectors; thus, the time available to monitoring …

Detecting heat stress in dairy cattle using neck-mounted activity collars

C Davison, C Michie, A Hamilton, C Tachtatzis… - Agriculture, 2020 - mdpi.com
Collar-based activity sensors are in common use as a means of detecting oestrus to
optimise farm fertility and, hence, productivity. Recently, the same acceleration-derived …

[HTML][HTML] Predicting feed intake using modelling based on feeding behaviour in finishing beef steers

C Davison, JM Bowen, C Michie, JA Rooke, N Jonsson… - Animal, 2021 - Elsevier
Current techniques for measuring feed intake in housed cattle are both expensive and time-
consuming making them unsuitable for use on commercial farms. Estimates of individual …