Animal category: Cattle

Comparing the performance of deep learning video-based models and trained veterinarians in cattle pain assessment

Feighelstein M, Tomacheuski RM, Elias G, Shashoua N, van der Linden D, Luna SPL, Zamansky A

Published in 2026

Study showing that artificial intelligence models can recognize pain in cattle with an accuracy comparable to that of experienced veterinarians analysing video footage.

Document Types: Scientific paper

Animal categories: Bovines

Go to document

Review: Free-stall Bedding Management for Enhanced Dairy Cow Health and Welfare

N. Siachos, R.F. Smith, J.M. Neary

Published in 2026

A scientific review of the main properties, benefits, risks, and best management practices associated with bedding materials commonly used in free-stall dairy operations. It concludes that choosing a type of bedding involves balancing the benefits to cow health, farm profitability, and management requirements in order to make an informed decision.

Document Types: Scientific review

Animal categories: Bovines

Go to document

Grooming using brushes in cattle: A review of benefits, influencing factors, and monitoring opportunities

Habeeb Muraina, Borbala Foris

Published in 2026

A review of the literature shows that scratching posts are widely used by cattle and contribute to hygiene and possibly to welfare. Their use could serve as an indicator of welfare, but results vary depending on the animals’ health status, environment, and individual characteristics.

Document types: Scientific documents

Animal categories: Bovines

Go to document

Effects of age and feeding protocols on the metabolic and physiological condition of unweaned calves during and after long-distance transport

Susanne Siegmann, Luca L. van Dijk, Niamh L. Field, Gearoid Sayers, Katie Sugrue, Cornelis G. van Reenen, Eddie A. M. Bokkers, Muireann Conneely

Published in 2026

Study on the effects of long journeys and the fasting involved on the physiological condition of young, unweaned calves. Provision of 4 L of milk before transport slightly improves their energy balance and hydration compared to 2 L, but only partially offsets the negative effects of long-distance transport.

Document Types: Scientific paper

Animal categories: Bovines

Go to document

Brushing as Environmental Enrichment in Dairy Cattle: Effects of Different Brushing Modalities on Behavior, Health, and Production

Maciel-Torres, S.P.; Ruiz-González, A.; Orzuna-Orzuna, J.F.; Arenas-Báez, P.; Garay-Martínez, J.R.; Granados-Rivera, L.D.

Published in 2026

Study showing that the use of brushes for dairy cows improves their welfare and can assist in health monitoring. The effects on milk production vary.

Document Types: Scientific review

Animal categories: Bovines

Go to document

Exploring the relationship between whole carcass condemnations and farm animal welfare: A rapid scoping review

Christine Kuo, Emma G. Gardner, Murray Gillies, Marianne I. Parent

Published in 2026

Literature review showing that data on carcass rejection at abattoirs can serve as an indirect indicator of animal welfare, but studies remain largely European and focus primarily on poultry. Their main focus is on links between animal health status on farms and carcass rejection, whereas research on other welfare factors (diet, housing, behavior, transport) is limited.

Document Types: Scientific review

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

Go to document

Animal Board Invited Review: Intrinsic hedonic value, complexity, and possibility for action as essential characteristics of a welfare-friendly environment for animals

I. Veissier, C. Terlouw, R. Botreau, V. Deiss, S. Cowie

Published in 2026

Study examining how the hedonic value of the environment determines animal welfare. Welfare depends on a balance between positive emotions, environmental complexity and opportunities for behavioral expression: these factors must be optimized (rather than maximized), since an excess or a deficiency of any one of them can be harmful to welfare, with the optimal level varying by individual.

Document Types: Scientific review

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

Go to document

Review: Understanding cattle social behavior in modern penned production systems with AI technology: Are we tracking welfare indicators?

A. Fuentes, S. Han, J. Liu, J. Park, S. Yoon, D.S. Park

Published in 2026

Review stressing the limitations of AI in automatically monitoring cattle behaviors, currently limited to describing actions independent of context. The authors propose an AI framework based on the principles of multimodal data integration, context-aware behavioral modeling, shared behavioral ontologies, human-in-the-loop system design, and explainable AI to improve assessment of animal welfare.

Document Types: Scientific review

Animal categories: Bovines

Go to document

The use of Diathermic Syncope® for stunning cattle – EFSA Opinion

EFSA Panel on Animal Health and Welfare (AHAW), Søren Saxmose Nielsen, Julio Alvarez, Anette Boklund, Sabine Dippel, Fernanda Dorea, Jordi Figuerola, Mette S. Herskin, Miguel Angel Miranda Chueca, Eleonora Nannoni, Romolo Nonno, Anja B. Riber, Karl Stahl, Jan Arend Stegeman, Hans-Hermann Thulke, Frank Tuyttens, Virginie Michel, Christoph Winckler, Mohan Raj, Antonio Velarde, Alexei Vyssotski, Yves Van der Stede, Aikaterini Manakidou

Published in 2026

New EFSA opinion concluding that the Diathermic Syncope® (DTS) method for stunning cattle does not guarantee a level of welfare equivalent to that of methods that are currently permitted.

Document Types: Opinions

Animal categories: Bovines

Go to document

Stereotypical behaviors across species: From neurobiological mechanisms to farm animal welfare

Chenyang Li, Jie Gao, Hang Shu, Guangyong Zhao, Xianhong Gu

Published in 2026

A review describing stereotypical behaviors—indicators of distress—that are based on neurobiological mechanisms that have yet to be fully studied in farm animals. The authors highlight current gaps in knowledge and discuss prospects for better understanding these behaviors and improving animal welfare.

Document Types: Scientific review

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

Go to document