Document type : Scientific review

Machine Vision Applications for Welfare Monitoring in Aquaculture: Challenges and Opportunities

Fitzgerald, A., Ioannou, C.C., Consuegra, S., Dowsey, A. and Garcia de Leaniz, C.

Published in 2025

Review article examining the practical applications of AI for monitoring animal welfare in aquaculture. Detection of diseases, parasites and stress-related behaviors remains limited, not least because of the practical difficulties of observations on commercial farms. Algorithmic advances such as YOLO could improve the accuracy and adaptability of these systems.

Document Types: Scientific review

Animal categories: Fish

Keywords:Adaptation of the animal to the environment, Precision farmingIdentification, Welfare indicators, Living environment, Stress, Behavioural disorders

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A consensus on the definition of positive animal welfare

Rault Jean-Loup, Bateson Melissa, Boissy Alain, Forkman Björn, Grinde Bjørn, Gygax Lorenz, Harfeld Jes Lynning, Hintze Sara, Keeling Linda J., Kostal Lubor, Lawrence Alistair B., Mendl Michael T., Miele Mara, Newberry Ruth C., Sandøe Peter, Špinka Marek, Taylor Alex H., Webb Laura E., Whalin Laura and Jensen Margit Bak

Published in 2025

Consensus sur la définition du bien-être animal positif

Document Types: Scientific review

Animal categories: All animals

Keywords:Adaptation of the environment to the animal, Consciousness, Enrichment, Welfare indicators, Memory, Prenatal issues, Cognitive processes, Evolutionary processes

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Farmed yellow mealworm (Tenebrio molitor; Coleoptera: Tenebrionidae) welfare: species-specific recommendations for a global industry

Barrett, M., Godfrey, R.K., Schnell, A., & Fischer, B.

Published in 2024

Review examining the factors influencing the welfare of yellow mealworms in farming, such as abiotic conditions, nutrition, intra/interspecific interactions and slaughter methods. Practical recommendations and research directions are suggested that would improve and anticipate welfare issues in this rapidly expanding sector.

Document Types: Scientific review

Animal categories:Insects

Keywords:Adaptation of the environment to the animal, Euthanasia, Welfare indicators, Living environment, Stress

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The Interface of Caretaker and Animal Well-being As a Critical Component of Sustainability

Edwards-Callaway, L. N. & Sullivan, P. A.

Published in 2024

Study exploring welfare, both human and animal, as one of the pillars of sustainability in the farmed animal industry. This pillar is often neglected in favor of the environmental and economic pillars.

Document Types: Scientific review

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

Keywords:Adaptation of the animal to the environment, Animal-based measurements, Societal issues, Environment, Welfare indicators, Living environment, One Welfare, Human-animal relationships, Stress, livestock farming systemsBehavioural disorders

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Measuring on-farm welfare in rabbits: a review with emphasis on animal-based indicators

Trocino A, Tolini C.

Published in 2024

Study proposing a roadmap for the assessment of rabbit welfare by integrating multi-dimensional indicators, particularly those for positive and negative affective states.

Document Types: Scientific review

Animal categories:Monogastric

Keywords:Adaptation of the animal to the environment, Adaptation of the environment to the animal, Animal-based measurements, Welfare indicators, Housing, Living environment, Behavioural disorders

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Key Concepts for Enhancing Zoo Animal Welfare: Coping, Comfort, Choice, Control, Challenge, and Compassion

Rose, P. E., & Lewton, J.

Published in 2024

Synthetic overview exploring the application of welfare theory to zoo animals using key familiar indicators that promote adaptation, autonomy and positive cognitive challenges. A trained human husbandry approach based on compassion is essential to making welfare a core goal in zoos.

Document Types: Scientific review

Animal categories:Wildlife

Keywords:Adaptation of the animal to the environment, Adaptation of the environment to the animal, Learning, training, Enrichment, Housing, Human-animal relationships

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Animal affect, welfare and the Bayesian brain

Lecorps B, Weary D.

Published in 2024

Synthesis exploring the Bayesian hypothesis that the brain is a predictive machine that interprets sensory data through expectations based on past experiences that influence affective responses. Applied to animals, this theory could improve our understanding of their affective states and reveal the impact of deficits in an animal's predictive processing on its welfare.

Document Types: Scientific review

Animal categories: All animals

Keywords: Cognitive processes, Welfare indicators,Learning, training

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Review: Confinement, restriction of social contacts and movement in domestic horses

Léa Lansade, Elke Hartmann, Michela Minero, Alice Ruet

Published in 2024

Summary of the social and locomotive needs of horses. Their welfare is affected by inadequate housing conditions, such as isolation in individual stalls. It is recommended that horses be housed in stable groups in enriched environments and that they should have regular social contact, even when housed singly.

Document Types: Scientific review

Animal categories: Equines

Keywords:Adaptation of the environment to the animal , Anxiety, Enrichment, Animal mediation, Housing, Socialization, Stress, Behavioural disorders, Working animals, Welfare indicators

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Apis mellifera welfare: definition and future directions

Formato Giovanni, Giannottu Elena, Roncoroni Cristina, Lorenzi Valentina, Brajon Giovanni

Published in 2024

Synthesis describing the essential role played the Apis mellifera bee in pollination and Adaptation of the animal to the environment and as a biomarker for environmental quality. Although they are often overlooked in terms of welfare, honey bees could be included in the five-domain model, which would recognize their capacity for emotional and the importance of defining and promoting practices to improve their welfare.

Document Types: Scientific review

Animal categories:Insects

Keywords:Adaptation of the animal to the environment, Biodiversity, Consciousness, Pain, Education, Environment, Welfare indicators, Memory

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The human-animal relationship in zoo-housed mammals: Behavioral and physiological responses to visitor and keeper interactions

Domínguez-Oliva, A., Marcet-Rius, M., Gómez-Medina, C., Olmos-Hernández, A., Gutiérrez, Q., & Mota-Rojas, D.

Published in 2024

Study exploring the importance of positive human-animal interactions for various animal species housed in zoos, as well as welfare-enhancing strategies such as enrichment and positive reinforcement. Integrated into the Five Domains of Animal Welfare model, the human-animal relationship must be optimized to improve the emotional state of animals.

Document Types: Scientific review

Animal categories:Wildlife

Keywords: Enrichment, Human-animal relationships

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