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

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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

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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

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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

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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

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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

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Measuring shade use of dairy cattle at pasture with an on-cow light sensor: a case study

Lydiane Aubé, Bruno Meunier, Romain Lardy

Published in 2026

Study confirming the effectiveness of using a light sensor attached to grazing cows to automatically detect whether they are in the shade or in the sun. The technique works well and allows continuous monitoring of the cows' use of shade.

Document Types: Scientific paper

Animal categories: Bovines

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Meat Industry Recommended Animal Handling Guidelines: A Systematic Approach to Animal Welfare at Transport and Slaughter

Meat Institute Animal Welfare Committee and Temple Grandin

Published in 2026

Good practice guide on the transport, handling and stunning of animals in the meat industry 

Document types:good practice guides

Animal categories:Cattle, Sheep, Pigs

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Animal Welfare Audit

Meat Institute Animal Welfare Committee and Temple Grandin

Published in 2026

Audit tool for the objective assessment of animal welfare in the meat industry during transport, holding, and slaughter

Document types:good practice guides

Animal categories:Cattle, Sheep, Pigs

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Heat stress: an environmental challenge to immune resilience and health in dairy cows

Arslan Tariq, John J. Bromfield

Published in 2026

Scientific review of knowledge on heat stress in dairy cows. The management of heat stress requires a combination of adjustments to the environment, targeted nutrition, and genetic selection for thermotolerance.

Document types: Scientific documents

Animal categories: Bovines

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