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Keywords = Evidence-based husbandry

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12 pages, 586 KB  
Article
Behavioural Time Allocation and Responses to Environmental Enrichment in Zoo-Housed Yellow-Breasted Capuchin Monkeys (Sapajus xanthosternos)
by Djalma da Nobrega Ferreira, Sérgio L. G. Nogueira-Filho, Guillermina Hernández-Cruz, Stella G. C. Lima, Mike Mendl and Selene S. C. Nogueira
J. Zool. Bot. Gard. 2026, 7(2), 17; https://doi.org/10.3390/jzbg7020017 - 2 Apr 2026
Viewed by 564
Abstract
Understanding how environmental enrichment influences behavioural time allocation is particularly important for threatened primate species maintained under human care. Accordingly, we investigated whether environmental enrichment (EE) influences behavioural time allocation in yellow-breasted capuchin monkeys (Sapajus xanthosternos), aiming to inform evidence-based husbandry [...] Read more.
Understanding how environmental enrichment influences behavioural time allocation is particularly important for threatened primate species maintained under human care. Accordingly, we investigated whether environmental enrichment (EE) influences behavioural time allocation in yellow-breasted capuchin monkeys (Sapajus xanthosternos), aiming to inform evidence-based husbandry practices in zoological settings. Employing the standard ethological approach of behavioural coding, we observed 20 capuchins housed in three groups comprising adult and juvenile males and females. We recorded behavioural categories including: aggressive, exploratory, affiliative/play, general activity, alert, inactivity, and abnormal behaviour. To evaluate individual engagement with EE, we applied the ABA paradigm, wherein phases A1 and A2 (controls) represented standard zoo conditions, while phase B corresponded to the implementation of an EE programme. Each phase spanned 10 days, and behavioural data were collected via focal animal sampling (2 × 10 min focal sessions per animal per day), resulting in a total of 1200 focal sessions. Behavioural time allocation was analysed using a multivariate generalized linear mixed modelling approach that accounted for the interdependence among behavioural categories. Based on previous studies, we predicted that environmental enrichment may promote higher levels of play and exploration and lower aggression and inactivity. However, despite by-eye suggestions of increases in play and decreases in activity during enrichment, when behavioural categories were analysed simultaneously within the multivariate framework, overall behaviour time budgets and behavioural diversity were found not to change significantly across experimental phases. There were also no sex or age effects on behaviour. This indicates that for S. xanthosternos, the enrichment protocol used here did not provide sufficient novelty or complexity to alter established activity patterns. Integrated analytical approaches are needed to further evaluate the effectiveness of enrichment strategies to ensure they are tailored to specific cognitive and social needs of complex species; future studies could explore how social dynamics, enclosure design, and environmental complexity interact to shape behavioural responses to enrichment. Full article
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21 pages, 1983 KB  
Article
The Impact and Mechanism of Production Transformation on Herders’ Pastoral Income: Evidence from the Pastoral Region of the Qinghai–Tibet Plateau
by Dayuan Xing and Haibin Chen
Agriculture 2026, 16(6), 684; https://doi.org/10.3390/agriculture16060684 - 18 Mar 2026
Viewed by 319
Abstract
Amid the dual pressures of ecological conservation and livelihood sustainability on the Qinghai–Tibet Plateau, investigating the economic effects of herders’ adaptation strategies holds practical relevance. Focusing on grass-based livestock husbandry, this study examines 327 pastoral households in Xinghai County, Qinghai Province, using endogenous [...] Read more.
Amid the dual pressures of ecological conservation and livelihood sustainability on the Qinghai–Tibet Plateau, investigating the economic effects of herders’ adaptation strategies holds practical relevance. Focusing on grass-based livestock husbandry, this study examines 327 pastoral households in Xinghai County, Qinghai Province, using endogenous switching regression models to empirically analyze the determinants, economic effects, and underlying mechanisms of herders’ production transformation. The main contribution is providing new empirical evidence for understanding herders’ adaptive strategies and informing policy design. The findings reveal that: (1) Transformation decisions are rational choices shaped by household resource endowments. Households with more labor and larger pasture areas are more likely to transform, while non-pastoral employment partially substitutes for such transformation. (2) Production transformation significantly increases herders’ pastoral income. Under the counterfactual framework, the income enhancement effect amounts to 21,509.08 Yuan for the transformed group and 741.30 Yuan for the non-transformed group. Income growth in the transformed group mainly stems from specialized livestock production, whereas the non-transformed group relies more on gradual improvements and policy compensation. (3) Production transformation promotes large-scale breeding without affecting livestock mortality rates. Efficiency gains from transformation are significant only for the transformed group; forcing non-transformers to adopt transformation under current endowments may lead to efficiency losses. These findings suggest that the government should prioritize supporting herders with both the capacity and willingness to transform, address barriers faced by vulnerable groups, and emphasize productivity enhancement and moderate-scale operations to facilitate sustainable income growth. Full article
(This article belongs to the Section Agricultural Economics, Policies and Rural Management)
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35 pages, 4909 KB  
Article
A Decision Support AI-Copilot for Poultry Farming: Leveraging Retrieval-Augmented LLMs and Paraconsistent Annotated Evidential Logic Eτ to Enhance Operational Decisions
by Marcus Vinicius Leite, Jair Minoro Abe, Irenilza de Alencar Nääs and Marcos Leandro Hoffmann Souza
AgriEngineering 2026, 8(3), 114; https://doi.org/10.3390/agriengineering8030114 - 16 Mar 2026
Viewed by 667
Abstract
Driven by the global rise in animal protein demand, poultry farming has evolved into a highly intensive and technically complex sector. According to the FAO, animal protein production increased by about 16% in the past decade, with poultry alone expanding by 27% and [...] Read more.
Driven by the global rise in animal protein demand, poultry farming has evolved into a highly intensive and technically complex sector. According to the FAO, animal protein production increased by about 16% in the past decade, with poultry alone expanding by 27% and becoming the leading source of animal protein. This intensification requires rapid, complex decisions across multiple aspects of production under uncertainty and strict time constraints. This study presents the development and evaluation of a conversational decision support system (DSS) designed to support decision-making to assist poultry producers, particularly broiler producers, in addressing technical queries across five key domains: environmental control, nutrition, health, husbandry, and animal welfare. As a proof-of-concept study, the reference context is intensive broiler production, covering common floor-rearing housing settings, including environmentally controlled and mechanically ventilated houses. The system combines a large language model (LLM) with retrieval-based generation (RAG) to ground responses in a curated corpus of scientific and technical literature. Additionally, it adds a reasoning component using Paraconsistent Annotated Evidential Logic Eτ, a non-classical logic designed to handle contradictory or incomplete information. Methodologically, Logic Eτ is used as a workflow-level control mechanism to gate clarification, domain routing, and answer adequacy signaling, rather than serving only as a post hoc label on generated outputs. Evaluation was conducted by comparing system responses with expert reference answers using semantic similarity (cosine similarity with SBERT embeddings). The results indicate that the system successfully retrieves and composes relevant content, while the paraconsistent inference layer makes results easier to interpret and more reliable in the presence of conflicting or insufficient evidence. These findings suggest that the proposed architecture provides a viable foundation for explainable and reliable decision support in modern poultry production, achieving consistent reasoning under contradictory or incomplete information where conventional RAG chatbots may produce unstable guidance. Full article
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15 pages, 278 KB  
Review
Ethological Constraints and Welfare-Related Bias in Laboratory Mice: Implications of Housing, Lighting, and Social Environment
by Henrietta Kinga Török and Boróka Bárdos
Animals 2026, 16(2), 314; https://doi.org/10.3390/ani16020314 - 20 Jan 2026
Viewed by 569
Abstract
Laboratory mice are the most widely used model organisms in biomedical and behavioral research, yet growing concerns regarding reproducibility and translational validity have highlighted the substantial influence of housing and husbandry conditions on experimental outcomes. Although domestication is often assumed to have rendered [...] Read more.
Laboratory mice are the most widely used model organisms in biomedical and behavioral research, yet growing concerns regarding reproducibility and translational validity have highlighted the substantial influence of housing and husbandry conditions on experimental outcomes. Although domestication is often assumed to have rendered laboratory mice fully adapted to artificial environments, evidence from ethology indicates that many core behavioral and physiological needs remain conserved. As a result, standard laboratory housing may generate chronic stress, alter behavior, and introduce systematic bias into experimental data. This narrative review critically examines how ethological constraints persisting after domestication interact with key environmental factors, social housing, environmental enrichment, ambient temperature, and lighting regimes to shape welfare and experimental validity in laboratory mice. Rather than providing an exhaustive overview of mouse behavior, the review adopts a problem-oriented and solution-focused approach, highlighting specific welfare-related mechanisms that can distort behavioral and physiological readouts. Particular attention is given to social isolation and aggression in male mice, the role of nesting material in mitigating thermal stress, and the effects of circadian disruption under standard and reversed light–dark cycles. By integrating ethological theory with laboratory animal welfare research, this review argues that housing conditions should be regarded as integral components of experimental design rather than secondary technical variables. Addressing welfare-related bias through evidence-based refinement strategies is essential for improving reproducibility, enhancing data interpretability, and strengthening the scientific validity of mouse-based research. Full article
(This article belongs to the Section Animal Welfare)
16 pages, 260 KB  
Commentary
COMPASS Guidelines for Conducting Welfare-Focused Research into Behaviour Modification of Animals
by Paul D. McGreevy, David J. Mellor, Rafael Freire, Kate Fenner, Katrina Merkies, Amanda Warren-Smith, Mette Uldahl, Melissa Starling, Amy Lykins, Andrew McLean, Orla Doherty, Ella Bradshaw-Wiley, Rimini Quinn, Cristina L. Wilkins, Janne Winther Christensen, Bidda Jones, Lisa Ashton, Barbara Padalino, Claire O’ Brien, Caleigh Copelin, Colleen Brady and Cathrynne Henshalladd Show full author list remove Hide full author list
Animals 2026, 16(2), 206; https://doi.org/10.3390/ani16020206 - 9 Jan 2026
Cited by 2 | Viewed by 2148
Abstract
Researchers are increasingly engaged in studies to determine and correct negative welfare consequences of animal husbandry and behaviour modification procedures, not least in response to industries’ growing need to maintain their social licence through demonstrable welfare standards that address public expectations. To ensure [...] Read more.
Researchers are increasingly engaged in studies to determine and correct negative welfare consequences of animal husbandry and behaviour modification procedures, not least in response to industries’ growing need to maintain their social licence through demonstrable welfare standards that address public expectations. To ensure that welfare recommendations are scientifically credible, the studies must be rigorously designed and conducted, and the data produced must be interpreted with full regard to conceptual, methodological, and experimental design limitations. This commentary provides guidance on these matters. In addition to, and complementary with, the ARRIVE guidelines that deal with animal studies in general, there is a need for additional specific advice on the design of studies directed at procedures that alter behaviour, whether through training, handling, or restraint. The COMPASS Guidelines offer clear direction for conducting welfare-focused behaviour modification research. They stand for the following: Controls and Calibration, emphasising rigorous design, baseline measures, equipment calibration, and replicability; Objectivity and Open data, ensuring transparency, validated tools, and data accessibility; Motivation and Methods, with a focus on learning theory, behavioural science, and evidence-based application of positive reinforcers and aversive stimuli; Precautions and Protocols, embedding the precautionary principle, minimising welfare harms, listing stop criteria, and using real-time monitoring; Animal-centred Assessment, with multimodal welfare evaluation, using physiological, behavioural, functional, and objective indicators; Study ethics and Standards, noting the 3Rs (replacement, reduction, and refinement), welfare endpoints, long-term effects, industry independence, and risk–benefit analysis; and Species-relevance and Scientific rigour, facilitating cross-species applicability with real-world relevance and robust methodology. To describe these guidelines, the current article is organised into seven major sections that outline detailed, point-by-point considerations for ethical and scientifically rigorous design. It concludes with a call for continuous improvement and collaboration. A major purpose is to assist animal ethics committees when considering the design of experiments. It is also anticipated that these Guidelines will assist reviewers and editorial teams in triaging manuscripts that report studies in this context. Full article
(This article belongs to the Section Companion Animals)
29 pages, 4569 KB  
Review
Biochemical and Hepatic Determinants of Reproductive Failure in Reptiles: A Review of Dystocia Pathophysiology and Management
by Margot Morel, Michaela Gumpenberger, Hermann Kempf, Sarah Green, Remco A. Nederlof and Jaco Bakker
Vet. Sci. 2026, 13(1), 30; https://doi.org/10.3390/vetsci13010030 - 27 Dec 2025
Cited by 1 | Viewed by 1448
Abstract
Dystocia represents a multifactorial and clinically significant reproductive disorder affecting a broad spectrum of reptilian species. Commonly resulting from prolonged vitellogenesis, endocrine disruption, or hepatic lipidosis, dystocia is often exacerbated by suboptimal husbandry or concurrent disease. This review critically evaluates the etiology, diagnostic [...] Read more.
Dystocia represents a multifactorial and clinically significant reproductive disorder affecting a broad spectrum of reptilian species. Commonly resulting from prolonged vitellogenesis, endocrine disruption, or hepatic lipidosis, dystocia is often exacerbated by suboptimal husbandry or concurrent disease. This review critically evaluates the etiology, diagnostic criteria, and therapeutic interventions associated with this condition. Emphasis is placed on the interplay between metabolic exhaustion and hepatic compromise, which may lower the threshold for surgical intervention. The efficacy and limitations of oxytocin-based protocols are discussed in the context of hormonal receptor variability and response attenuation. Advanced diagnostic modalities, including ultrasonography, radiography/CT, and biochemical profiling, are reviewed for their utility in case stratification. Finally, surgical management options are considered for cases refractory to medical treatment, with attention paid to timing, anesthetic risk, and post-operative care. Collectively, this synthesis aims to inform evidence-based clinical decision-making and promote improved standards of care in reptile reproductive medicine. Full article
(This article belongs to the Section Veterinary Microbiology, Parasitology and Immunology)
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31 pages, 487 KB  
Review
Main Husbandry Practices and Health Conditions That Affect Welfare in Calves: A Narrative Review
by Eva Mainau, Laurent Goby and Xavier Manteca
Animals 2025, 15(21), 3064; https://doi.org/10.3390/ani15213064 - 22 Oct 2025
Cited by 1 | Viewed by 2399
Abstract
Calf welfare is critically influenced by early-life husbandry practices and health conditions. This narrative review synthesizes current evidence on key management practices affecting calf welfare, including calving, colostrum intake, milk feeding, water provision, weaning, housing, mutilations, and transport. A structured literature search was [...] Read more.
Calf welfare is critically influenced by early-life husbandry practices and health conditions. This narrative review synthesizes current evidence on key management practices affecting calf welfare, including calving, colostrum intake, milk feeding, water provision, weaning, housing, mutilations, and transport. A structured literature search was conducted in Web of Science and Scopus using general and topic-specific keywords, complemented by expert opinions from EFSA. Evidence-based recommendations are presented to improve calf welfare, emphasizing timely colostrum administration, biologically appropriate milk volumes, access to clean water from birth, gradual weaning, and stable social housing. Pain mitigation during disbudding and castration, along with strict biosecurity and hygiene, are essential to reduce disease risk. Despite advancements, significant knowledge gaps persist, including practical tools for on-farm colostrum assessment, optimal weaning protocols, the long-term impacts of early-life pain, and alternatives to current transport practices. The review highlights the need for standardized protocols, validated technologies, and enhanced training for farmers and veterinarians. Improving husbandry practices based on scientific evidence is essential to enhance calf health, productivity, and ethical sustainability in modern rearing systems. Full article
(This article belongs to the Section Animal Welfare)
21 pages, 1085 KB  
Review
Reimagining Armadillo Husbandry: Applying an Enrichment Framework to Support Ex Situ Conservation
by Robert Kelly and Paul Rose
Diversity 2025, 17(10), 730; https://doi.org/10.3390/d17100730 - 18 Oct 2025
Viewed by 2534
Abstract
Environmental enrichment (EE) is a vital component of modern zoo husbandry, improving welfare by encouraging natural behaviours and supporting ex situ conservation goals. While EE is widely integrated into the management of many taxa, its welfare benefits remain poorly understood for certain species. [...] Read more.
Environmental enrichment (EE) is a vital component of modern zoo husbandry, improving welfare by encouraging natural behaviours and supporting ex situ conservation goals. While EE is widely integrated into the management of many taxa, its welfare benefits remain poorly understood for certain species. The armadillos are examples of such species—underrepresented in research with few targeted EE strategies. Importantly, although olfaction is recognised as their primary sensory modality, methods to promote behaviour linked to olfaction (e.g., exploration and foraging) remain unclear. This review synthesises knowledge on EE for armadillos, using Bloomsmith’s five categories of enrichment and Positive Reinforcement Training (PRT) as a framework. We identify species-typical behaviours to maintain in captivity, consider their ecological relevance in the wild, and explore how tailored EE and PRT can adjust environments. We then evaluate how such approaches can enhance behavioural outcomes, support visitor engagement, and promote welfare critical for in situ and ex situ conservation. Furthermore, we highlight EE’s role in safeguarding adaptive traits for population sustainability and argue that integrating EE and PRT into a broader One Plan Approach provides a pathway for aligning ex situ management with wild ecology. Finally, we identify key gaps, emphasising multi-institutional collaboration, standardised metrics, and long-term research to guide evidence-based practices for armadillos. Full article
(This article belongs to the Special Issue Ecology, Behavior, and Conservation of Armadillos)
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31 pages, 4194 KB  
Article
Breed- and Line-Dependent Severity of Inflammation and Necrosis Syndrome in AI Boars, and the Related Risk of Inflammation and Necrosis in Their Progeny
by Sabrina Becker, Eva Kochendoerfer, Josef Kuehling, Katharina Gerhards, Mirjam Lechner, Silvia Zinner, Matthias Lautner and Gerald Reiner
Vet. Sci. 2025, 12(10), 967; https://doi.org/10.3390/vetsci12100967 - 9 Oct 2025
Cited by 2 | Viewed by 967
Abstract
Animal-based measures, such as detecting inflammation in areas like the tail, ears, teats, coronary band, heels and claws (Swine Inflammation and Necrosis Syndrome, SINS), are used to monitor animal health and welfare. When parameters deviate from the established range, these measures enable prompt [...] Read more.
Animal-based measures, such as detecting inflammation in areas like the tail, ears, teats, coronary band, heels and claws (Swine Inflammation and Necrosis Syndrome, SINS), are used to monitor animal health and welfare. When parameters deviate from the established range, these measures enable prompt action to adjust husbandry practices, feeding regimens and management strategies. In addition to environmental factors, genetics have been shown to play a key role in inflammation and necrosis processes, and selection can reduce the severity of the disease. This study examined whether different breeds of AI boar exhibit different signs of SINS and how these signs are associated with SINS in their offspring when they are suckling piglets and weaners. Initially, 286 AI boars of 7 breeds from a German artificial insemination center were evaluated for SINS. The following parameters were assessed: tail base, tail tip, ears, skin, scrotum, coronary bands, heels and claws. Subsequently, 23 Pietrain and Duroc boars were used in combination with a Topigs DL sow line. The progeny of the AI boars was evaluated as suckling and weaned piglets, with the assessment framework encompassing SINS traits. The results revealed significant differences between the breeds and lines, as well as a strong correlation between the SINS phenotypes of the AI boars and the SINS scores of their offspring. The offspring of the 25% most extreme boars exhibited a 17% variation in SINS scores. This association was particularly evident when comparing the boars’ tail base. However, the development of the boars’ heels and claws was found to be significantly influenced by mechanical environmental factors and not associated with the piglets’ scores. These findings imply that heritable, endogenous processes, as proposed for SINS, also visibly impact the phenotype of the AI boar. This study’s fundamental premise suggests that pre-selecting AI boars could mitigate the occurrence of SINS and enhance piglet health and welfare. Full article
(This article belongs to the Section Veterinary Biomedical Sciences)
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29 pages, 3006 KB  
Review
Systematic Literature Review on Donkeys (Equus asinus): Husbandry and Welfare in Europe
by Naod Thomas Masebo, Beatrice Benedetti, Maria Gaia Angeloni, Leonie Lee, Daniele Bigi and Barbara Padalino
Animals 2025, 15(19), 2768; https://doi.org/10.3390/ani15192768 - 23 Sep 2025
Cited by 1 | Viewed by 2965
Abstract
The number of donkeys in Europe has significantly declined in recent decades due to mechanization; however, recently, the demand for donkey milk and other purposes has led to a slight increase in their population. However, information on how they are kept and managed, [...] Read more.
The number of donkeys in Europe has significantly declined in recent decades due to mechanization; however, recently, the demand for donkey milk and other purposes has led to a slight increase in their population. However, information on how they are kept and managed, and their welfare is limited. This review aimed to explore the husbandry, management, and welfare of donkeys (Equus asinus) across European Union member states, Switzerland, and the United Kingdom. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) technique was used. The search was conducted using Scopus and Web of Science, identifying 797 records that were screened using titles, keywords, and abstracts, resulting in 78 retained records. An additional 19 records were identified using snowballing and experts’ suggestions, bringing the total to 97. Dairy donkeys have been studied mainly in Italy, and there they are usually managed under extensive to semi-intensive husbandry systems. Donkeys involved in human intervention therapies are generally managed semi-intensively. Based on the literature, most donkeys are provided with shelter and outdoor access, and this can be with or without pasture, except the free-range donkeys that graze year-round. Health and management-related issues (e.g., obesity, dental disorders, and hoof disorders) could be overlooked, potentially compromising their welfare. The feeding management of donkeys is generally traditional and poorly studied, relying mainly on forages supplemented with concentrates. Most donkeys suffer from overweight/obesity except for lactating donkeys, which are often underweight. This may indicate unbalanced feeding practices. Improved understanding of housing and feeding management is essential for establishing evidence-based welfare guidelines tailored to the donkeys’ species-specific needs. Full article
(This article belongs to the Special Issue Working Equids: Welfare, Health and Behavior)
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22 pages, 457 KB  
Article
The Impact of National-Level Modern Agricultural Industrial Parks on County Economies: The Analysis of Lag Effects and Impact Pathways
by Xinzi Yang and Jun Wen
Agriculture 2025, 15(16), 1773; https://doi.org/10.3390/agriculture15161773 - 19 Aug 2025
Cited by 4 | Viewed by 1464
Abstract
County economies are the cornerstone of China’s economic and social development but face challenges such as a singular industrial structure and the outflow of production factors. As an important policy tool for rural revitalization, the impact mechanism of National-Level Modern Agricultural Industrial Parks [...] Read more.
County economies are the cornerstone of China’s economic and social development but face challenges such as a singular industrial structure and the outflow of production factors. As an important policy tool for rural revitalization, the impact mechanism of National-Level Modern Agricultural Industrial Parks (NMAIPs) on county economies remains inadequately explored. This study aims to quantify the dynamic economic effects of the NMAIP policy through rigorous empirical analysis and elucidate the core pathways driving county economic growth. Based on panel data from 44 counties in six central Chinese provinces from 2014 to 2024, this study employs a Multi-Period Difference-in-Differences (DID) model and finds a significant one-year lag effect of the NMAIP policy: in the year following park establishment, county GDP increased by an average of 8.5%, and this positive effect persisted until the fourth year but showed a trend of marginal diminution. Pathway analysis reveals that agricultural scale expansion (measured by gross output value of agriculture, forestry, animal husbandry, and fishery) and production efficiency improvement (measured by the ratio of output value to agricultural expenditure) are the core driving mechanisms, accounting for 48% and 35% of the total effect, respectively. In contrast, the mediating roles of industrial integration (comprehensive index) and industrial structure upgrading (share of agricultural services) were not statistically significant in the short run. The policy lag primarily arises from the conversion cycle of infrastructure investment to economic output, while pathway differences are closely related to the maturity of the county’s agricultural industrial chain and resource allocation efficiency. This study provides robust empirical evidence for optimizing the timing and pathways of the NMAIP policy design: policy effect evaluations require a 1–2 year “window period”; resources should be prioritized for projects that can rapidly enhance scale and efficiency (e.g., scaled planting, technology-driven efficiency gains), laying a solid agricultural foundation before gradually fostering industrial integration. This aligns with the spirit of “avoiding industrial hollowing-out” proposed in the 2024 Central “Thousand Villages Project” and provides the Chinese experience for the policy evaluation and path selection of global agricultural parks. Full article
(This article belongs to the Section Agricultural Economics, Policies and Rural Management)
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17 pages, 849 KB  
Review
Re-Assessing the Importance of Evidence-Based Inputs for Positive Zoo and Aquarium Animal Welfare Outputs
by Paul Rose and Xavier Manteca
J. Zool. Bot. Gard. 2025, 6(2), 32; https://doi.org/10.3390/jzbg6020032 - 10 Jun 2025
Cited by 5 | Viewed by 4511
Abstract
The welfare of animals in zoos has come under increasing scrutiny as public awareness grows around the biological needs of captive species. It is also becoming clear that promoting positive welfare experiences upholds population management and conservation aims. This paper re-evaluates current welfare [...] Read more.
The welfare of animals in zoos has come under increasing scrutiny as public awareness grows around the biological needs of captive species. It is also becoming clear that promoting positive welfare experiences upholds population management and conservation aims. This paper re-evaluates current welfare frameworks in zoological institutions, advocating for evidence-based practices, multi-dimensional welfare metrics, and greater emphasis on species-specific needs, as well as the importance of input-based approaches to assess the welfare of zoo animals. By evaluating the limitations of current welfare practices (e.g., a lack of species-specific assessment protocols or sound husbandry evidence to base measures on) and presenting potential areas for improvement, this paper identifies ways that sound baselines for meaningful zoo animal welfare outputs can be created. Although current welfare policies from large zoo membership organisations stipulate assessment of welfare outputs as key to improving animal welfare standards, such outputs can only be positive if inputs are species-specific and relevant to the animals being housed. Practices such as the use of environmental enrichment (for example) need to be further refined to ensure they provide meaningful outputs (for the individuals) from the inputs that create them. Understanding the animal’s needs to ensure that the goal of enrichment is clear benefits both the animal who is provided with the enrichment and the human caregivers as husbandry and management becomes easier. A focus on welfare outputs is commendable and (especially when considering emotional outputs) is indeed a gold standard to aim for, yet we must not lose sight of striving for improvements to housing, husbandry, and species-specific care. Without such fundamental support from correct inputs, outputs are unlikely to be truly (or meaningfully) positive. Therefore, consistent re-examination of inputs is required to make sure they uphold an individual’s attainment of good welfare. Full article
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24 pages, 412 KB  
Review
Application of Convolutional Neural Networks in Animal Husbandry: A Review
by Rotimi-Williams Bello, Roseline Oluwaseun Ogundokun, Pius A. Owolawi, Etienne A. van Wyk and Chunling Tu
Mathematics 2025, 13(12), 1906; https://doi.org/10.3390/math13121906 - 6 Jun 2025
Cited by 1 | Viewed by 3586
Abstract
Convolutional neural networks (CNNs) and their application in animal husbandry have in-depth mathematical expressions, which usually revolve around how well they map input data such as images or video frames of animals to meaningful outputs like health status, behavior class, and identification. Likewise, [...] Read more.
Convolutional neural networks (CNNs) and their application in animal husbandry have in-depth mathematical expressions, which usually revolve around how well they map input data such as images or video frames of animals to meaningful outputs like health status, behavior class, and identification. Likewise, computer vision and deep learning models are driven by CNNs to act intelligently in improving productivity and animal management for sustainable animal husbandry. In animal husbandry, CNNs play a vital role in the management and monitoring of livestock’s health and productivity due to their high-performance accuracy in analyzing images and videos. Monitoring animals’ health is important for their welfare, food abundance, safety, and economic productivity. This paper aims to comprehensively review recent advancements and applications of relevant models that are based on CNNs for livestock health monitoring, covering the detection of their various diseases and classification of their behavior, for overall management gain. We selected relevant articles with various experimental results addressing animal detection, localization, tracking, and behavioral monitoring, validating the high-performance accuracy and efficiency of CNNs. Prominent anchor-based object detection models such as R-CNN (series), YOLO (series) and SSD (series), and anchor-free object detection models such as key-point based and anchor-point based are often used, demonstrating great versatility and robustness across various tasks. From the analysis, it is evident that more significant research contributions to animal husbandry have been made by CNNs. Limited labeled data, variation in data, low-quality or noisy images, complex backgrounds, computational demand, species-specific models, high implementation cost, scalability, modeling complex behaviors, and compatibility with current farm management systems are good examples of several notable challenges when applying CNNs in animal husbandry. By continued research efforts, these challenges can be addressed for the actualization of sustainable animal husbandry. Full article
(This article belongs to the Section E: Applied Mathematics)
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19 pages, 1799 KB  
Review
Solutions to the Dilemma of Antibiotics Use in Livestock and Poultry Farming: Regulation Policy and Alternatives
by Shimei Zheng, Yongchao Li, Cuihong Chen, Naiyu Wang and Fengxia Yang
Toxics 2025, 13(5), 348; https://doi.org/10.3390/toxics13050348 - 27 Apr 2025
Cited by 28 | Viewed by 7431
Abstract
While the application of antibiotics in livestock production has undeniably propelled the rapid growth of animal husbandry, the escalating crisis of antimicrobial resistance stemming from antibiotic use poses significant threats to global public health and sustainable agricultural development. To address this critical challenge, [...] Read more.
While the application of antibiotics in livestock production has undeniably propelled the rapid growth of animal husbandry, the escalating crisis of antimicrobial resistance stemming from antibiotic use poses significant threats to global public health and sustainable agricultural development. To address this critical challenge, multifaceted strategies have been implemented through coordinated policy interventions and scientific innovations. This review systematically examines two pivotal dimensions: (1) evolving regulatory frameworks governing antibiotic usage and (2) emerging non-antibiotic alternatives, with a particular focus on their implementation mechanisms and technological maturation. The analysis of transnational antibiotic governance encompasses comparative policy evolution in the European Union, the United States, and China. These regulatory paradigms address critical control points including registration management policies, usage monitoring systems, and integrated surveillance programs. Concerning technological alternatives, six categories of antibiotic substitutes are critically evaluated: Chinese herbal formulations, plant-derived essential oils, antimicrobial peptides, microecological agents, acidifiers, and enzyme preparations. These solutions are functionally categorized into prophylactic agents (enhancing disease resilience) and zootechnical additives (optimizing feed efficiency). These antibiotic alternatives demonstrate certain efficacy in alleviating the challenges of antibiotic overuse, yet they still face multiple implementation barriers. Further investigations are warranted to establish standardized efficacy evaluation protocols and conduct technoeconomic feasibility assessments under commercial-scale production conditions. Ultimately, resolving the antibiotic dilemma requires synergistic collaboration between regulatory bodies, pharmaceutical innovators, and academic researchers. This work emphasizes the crucial interplay between evidence-based policymaking and technological advancement in shaping sustainable livestock production systems. Full article
(This article belongs to the Special Issue Antibiotics and Resistance Genes in Environment)
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29 pages, 4582 KB  
Review
A Literature Review on Equine Bedding: Impacts on Horse and Human Welfare, Health, and the Environment
by Naod Thomas Masebo, Beatrice Benedetti, Maria Mountricha, Leonie Lee and Barbara Padalino
Animals 2025, 15(5), 751; https://doi.org/10.3390/ani15050751 - 5 Mar 2025
Cited by 3 | Viewed by 6581
Abstract
Bedding is an important component of equine accommodation management. Choosing the right bedding is important for stable management and its selection may include considerations such as the sourcing of the material, the capital investment and ongoing costs, delivery, storage, installation, ongoing labour and [...] Read more.
Bedding is an important component of equine accommodation management. Choosing the right bedding is important for stable management and its selection may include considerations such as the sourcing of the material, the capital investment and ongoing costs, delivery, storage, installation, ongoing labour and maintenance, removal and disposal. Furthermore, it is crucial that the consequences for the health and welfare of horses and humans and the impact on the environment should also be considered. This review aimed to outline the advantages and disadvantages of different horse bedding types, focusing on their effects on the well-being of horses, humans, and the environment. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) technique was used as the methodology for this review. The search was performed in Scopus and Web of Science bibliometric databases and a total of 176 records were screened reading the title and the abstract. After screening, 58 records were retained and another 19 records were identified using their reference lists (i.e., snowballing). Therefore, a total of 77 records were considered. Straw and wood shavings were the most commonly used and studied bedding materials, while research on alternative options remains limited. Straw is identified as horses’ preferred option, while shavings appear to be the easiest to clean, making them the preferred choice for stable workers. The parameters to consider when choosing the bedding most fit for purpose are many and their attributes differ across the various bedding types. This review has compared all the bedding types within the research literature to determine the best overall option using the research-based evidence. Each bedding type offers unique benefits and drawbacks summarised in a user-friendly table. Stable managers must consider and evaluate them to suit their specific needs, including the health and welfare of each horse and the husbandry system involved. Our findings may, therefore, be useful in the decision-making process of equine industry members. Full article
(This article belongs to the Section Equids)
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