Keywords : Precision farming

Intelligent Perception-Based Cattle Lameness Detection and Behaviour Recognition: A Review

Yongliang Qiao, He Kong, Cameron Clark, Sabrina Lomax, Daobilige Su, Stuart Eiffert, Salah Sukkarieh

Published in 2021

Scientific review summarising and analysing the main uses of smart sensors, big data and deep learning for  the behavioural recognition and health monitoring of farm animals, with a focus on bovine lameness.

Document Types: Scientific review

Animal categories: Bovines

Keywords: Animal-based measurements, Precision farming, Welfare indicators

Go to document

Data-Based Variables Used as Indicators of Dairy Cow Welfare at Farm Level: A Review

Barbara Lutz, Sibylle Zwygart, Christina Rufener, Joan-Bryce Burla, Beat Thomann, Dimitri Stucki

Published in 2021

A scientific review of the use of data-based variables to detect animal welfare violations on farms, highlighting the fact that some of these variables are related to animal-based welfare measures. It recommends that the variables should be harmonised in light of the data they use, and that preference should be given to those that reflect the multidimensional nature of animal welfare.

Document Types: Scientific review

Animal categories: Bovines

Keywords:Animal-based measurements, Precision farming, Welfare indicators, Livestock farming system

Go to document

Recumbency as an Equine Welfare Indicator in Geriatric Horses and Horses with Chronic Orthopaedic Disease

Zsofia Kelemen, Herwig Grimm, Mariessa Long, Ulrike Auer, Florien Jenner

Published in 2021

Scientific paper measuring time budgets for decubitus, locomotion and standing times in old and young, healthy or lame horses using automated wearable body sensors. It shows a link between low decubitus times and REM sleep deficit, but no link between decubitus times and age or lameness.

Document Types: Scientific paper

Animal categories: Equines

Keywords:Animal-based measurements, Pain, Precision farming, Welfare indicators, Livestock farming system

Go to document

A Systematic Review of the Use of Technology to Monitor Welfare in Zoo Animals: Is There Space for Improvement?

Alessia Diana, Marina Salas, Zjef Pereboom, Michael Mendl, Tomas Norton

Published in 2021

Scientific review of the value of real-time automated monitoring systems in assessing the welfare of zoo animals as a complement to direct observations by specialists. The field is still very new, and is limited to behavioural measurements taken from large mammals.

Document Types: Scientific review

Animal categories:Wildlife

Keywords:Adaptation of the animal to the environment, Learning, training, Precision farming, Societal issues, Enrichment, Welfare indicators, Human-animal relationships

Go to document

Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions: Overview and challenges

Parisa Niloofar, Deena P. Francis, Sanja Lazarova-Molnar, Alexandru Vulpe, Marius-Constantin Vochin, George Suciu, Mihaela Balanescu, Vasileios Anestis, Thomas Bartzanas

Published in 2021

A scientific review of the use of data collected in the course of precision breeding that can provide a resource in addition to expert knowledge to help decision-making on the combined issues of the management of animal health and the reduction of greenhouse gas emissions.

Document Types: Scientific review

Animal categories: Bovines, Caprines, Ovines, Porcines, Poultry

Keywords:Precision farming, Environment, Risk management

Go to document

Precision Technologies to Address Dairy Cattle Welfare: Focus on Lameness, Mastitis and Body Condition

Severiano R. Silva, José P. Araujo, Cristina Guedes, Flávio Silva, Mariana Almeida, Joaquim L. Cerqueira

Published in 2021

A scientific review of recent advances in precision farming to measure animal-based welfare indicators for dairy cows which discusses the possibility of integrating such data into a broader welfare assessment framework.

Document Types: Scientific review

Animal categories: Bovines

Keywords:Animal-based measurements, Pain, Precision farming, Welfare indicators, Livestock farming system

Go to document

The Use of Artificial Intelligence in Assessing Affective States in Livestock

Suresh Neethirajan

Published in 2021

A scientific review of the use of artificial intelligence and machine learning to identify and then assess emotions in livestock.  These developments call for a multidisciplinary approach that combines affective computing, bioengineering and applied ethology to overcome both theoretical and practical obstacles.

Document Types: Scientific review

Animal categories: Bovines, Caprines, Ovines, Porcines, Poultry

Keywords:Animal-based measurements, Precision farming, Welfare indicators, Modelling

Go to document

Emerging indicators of fish welfare in aquaculture

Michelle Orietta Barreto, Sonia Rey Planellas, Yifei Yang, Clive Phillips, Kris Descovich

Published in 2021

A scientific review of invasive and non-invasive fish-welfare assessment methods, with a focus on their practical application in aquaculture. New technologies are helping to improve the accuracy, automation and practical applicability of these methods.

Document Types: Scientific review

Animal categories: Fish

Keywords:Precision farming, Welfare indicators, Livestock farming system

Go to document

The Application of Cameras in Precision Pig Farming: An Overview for Swine-Keeping Professionals

Elanchezhian Arulmozhi, Anil Bhujel, Byeong-Eun Moon, Hyeon-Tae Kim

Published in 2021

A scientific review of the state of the art of 3D imaging systems and 2D cameras as an efficient means to identify pig behaviour. It describes automated methods for the monitoring and study of feeding, watering, lying, locomotion, aggression and reproductive behaviour in pigs.

Document Types: Scientific review

Animal categories: Porcines

Keywords:Animal-based measurements, Precision farming, Welfare indicators, Stress

Go to document

Dairy Cows Activity under Heat Stress: A Case Study in Spain

Adrián Ramón-Moragues, Patricia Carulla, Carlos Mínguez, Arantxa Villagrá, Fernando Estellés

Published in 2021

Scientific paper on work to assess the effects of heat stress on the behaviour of dairy cows using activity sensors to record 6 different behaviours, ambient temperature and humidity. It shows that raised temperatures and a higher heat index lead to an increase in general activity, changes in feeding habits and a decrease in rumination and resting behaviours, all of which are detrimental to animal welfare.

Document Types: Scientific paper

Animal categories: Bovines

Keywords:Animal-based measurements, Precision farming, Welfare indicators, Stress

Go to document