[HTML][HTML] The role of sensors, big data and machine learning in modern animal farming

S Neethirajan - Sensing and Bio-Sensing Research, 2020 - Elsevier
Ever since man began domesticating animals several thousand years ago, we have always
relied on our intuition, collective knowledge, and sensory signals to make effective animal …

A review on dairy cattle farming: Is precision livestock farming the compromise for an environmental, economic and social sustainable production?

D Lovarelli, J Bacenetti, M Guarino - Journal of Cleaner Production, 2020 - Elsevier
Abstract Precision Livestock Farming (PLF) is spreading worldwide for its applications on
livestock farms, in both intensive and extensive systems. PLF has started being adopted only …

Smart animal agriculture: application of real-time sensors to improve animal well-being and production

I Halachmi, M Guarino, J Bewley… - Annual review of animal …, 2019 - annualreviews.org
Consumption of animal products such as meat, milk, and eggs in first-world countries has
leveled off, but it is rising precipitously in developing countries. Agriculture will have to …

[HTML][HTML] Modelling the smart farm

MJ O'Grady, GMP O'Hare - Information processing in agriculture, 2017 - Elsevier
Smart farming envisages the harnessing of Information and Communication Technologies
as an enabler of more efficient, productive, and profitable farming enterprises. Such …

Lameness detection of dairy cows based on the YOLOv3 deep learning algorithm and a relative step size characteristic vector

D Wu, Q Wu, X Yin, B Jiang, H Wang, D He… - Biosystems …, 2020 - Elsevier
Intelligent lameness detection is important for improving cow welfare. A method based on
YOLOv3 deep learning algorithm and relative step size characteristic vector is proposed to …

Advancements in sensor technology and decision support intelligent tools to assist smart livestock farming

LO Tedeschi, PL Greenwood… - Journal of Animal …, 2021 - academic.oup.com
Remote monitoring, modern data collection through sensors, rapid data transfer, and vast
data storage through the Internet of Things (IoT) have advanced precision livestock farming …

[HTML][HTML] Machine learning based fog computing assisted data-driven approach for early lameness detection in dairy cattle

M Taneja, J Byabazaire, N Jalodia, A Davy… - … and Electronics in …, 2020 - Elsevier
Timely lameness detection is one of the major and costliest health problems in dairy cattle
that farmers and practitioners haven't yet solved adequately. The primary reason behind this …

[HTML][HTML] Moderate lameness leads to marked behavioral changes in dairy cows

HC Weigele, L Gygax, A Steiner, B Wechsler… - Journal of dairy …, 2018 - Elsevier
Lameness is one of the most prevalent diseases affecting the welfare of cows in modern
dairy production. Lameness leads to behavioral changes in severely lame cows, which have …

[HTML][HTML] Invited review: Cattle lameness detection with accelerometers

NW O'leary, DT Byrne, AH O'Connor, L Shalloo - Journal of dairy science, 2020 - Elsevier
Locomotion scoring is time consuming and is not commonly completed on farms. Farmers
also underestimate their herds' lameness prevalence, a knowledge gap that impedes …

Automatic lameness detection in cattle

M Alsaaod, M Fadul, A Steiner - The veterinary journal, 2019 - Elsevier
There is an increasing demand for health and welfare monitoring in modern dairy farming.
The development of various innovative techniques aims at improving animal behaviour …