Species : Multiple species

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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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

Access the source: The Interface of Caretaker and Animal Well-being as a Critical Component of Sustainability

Animaux d’élevage : prendre en compte leurs ressentis

Rachel Degrande, Juliette Cognié, Véronique Deiss, Angélique Favreau-Peigné, Valérie Fillon, Plotine Jardat, Christine Leterrier, Frédéric Lévy, Odile Petit, Freddie-Jeanne Richard

Published in 2024

Article exploring the evolution of the concept of animal welfare and the scientific basis for consideration of animals' cognitive and emotional capacities.

Document types: Technical Paper

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

Keywords:Adaptation of the animal to the environment, Adaptation of the environment to the animal, Animal-based measurements, Anxiety, Learning, training, Consciousness, Welfare indicators, Memory, Metacognition, Fear, Cognitive processes, Stress, Behavioural disorders

Access the source: Farm Animals: Taking Their Feelings into Account

Assemblée nationale : réponse écrite à la question n°788 : Interpellation sur les soirées illégales de l’Aquarium de Paris

Question: Mrs Danielle Simonnet Paris (15th district) - Écologiste et Social. Answer: Ministry of Ecological Transition, Energy, Climate and Risk Prevention

Published in 2024

Answer to a question from a French Deputy on  illegal party nights at the Paris Aquarium, contrary to the 2021 law banning the presentation of animals in nightclubs. The Ministry's reply states that the Paris Departmental Directorate for the Protection of Populations is investigating the case to ensure that legal requirements are met. 

Document types: Regulation/Certification

Animal categories: Fish

Keywords:Abuse, Fear, Stress

Access the source: National Assembly: Written response to Question No. 788: Interpellation regarding illegal parties at the Aquarium de Paris

Neutralisation techniques used by defendants charged with animal welfare offences in Finland

Valtonen E, Hänninen L, Valros A, Koskela T.

Published in 2024

Study showing that defendants accused of criminal behavior against animals often invoke personal or financial difficulties to justify theire acts, while breeders frequently question standards and authorities when accused of offences against their animals. These differences underline the need to adapt strategies for monitoring, support and prevention to suit each type of crime.

Document Types: Scientific paper

Animal categories: All animals

Keywords:Abuse

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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

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

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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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

Access the source: The Human-Animal Relationship in Zoo-Housed Mammals: Behavioral and Physiological Responses to Interactions with Visitors and Keepers

Human-computer interactions with farm animals-enhancing welfare through precision livestock farming and artificial intelligence

Neethirajan S, Scott S, Mancini C, Boivin X, Strand E.

Published in 2024

Scientific synthesis exploring the potential of animal-computer interactions (ACI) to improve the individual welfare of farm animals, particularly in the context of precision farming and artificial intelligence.

Document Types: Scientific review

Animal categories:Cattle, Pigs, Poultry

Keywords:Adaptation of the animal to the environment, Adaptation of the environment to the animalAnimal-based measurements, Livestock buildings, Precision farming, Identification, Welfare indicators, Housing, Modelling, One Welfare, livestock farming systemBehavioural disorders

Access the source: Human-Computer Interactions with Farm Animals—Enhancing Welfare Through Precision Livestock Farming and Artificial Intelligence