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31 pages, 721 KB  
Review
Green Approaches in High-Performance Liquid Chromatography for Sustainable Food Analysis: Advances, Challenges, and Regulatory Perspectives
by Eftychia G. Karageorgou, Natasa P. Kalogiouri and Victoria F. Samanidou
Molecules 2025, 30(17), 3573; https://doi.org/10.3390/molecules30173573 (registering DOI) - 31 Aug 2025
Abstract
This review provides a comprehensive overview of the recent green innovations in high-performance liquid chromatography (HPLC) for sustainable food analysis. It outlines the principles of green analytical chemistry and examines advances such as eco-friendly solvent systems, miniaturized and energy-efficient instrumentation, and greener sample [...] Read more.
This review provides a comprehensive overview of the recent green innovations in high-performance liquid chromatography (HPLC) for sustainable food analysis. It outlines the principles of green analytical chemistry and examines advances such as eco-friendly solvent systems, miniaturized and energy-efficient instrumentation, and greener sample preparation techniques. Key applications include the analysis of bioactive compounds, detection of contaminants and residues, and support for clean-label and sustainability claims. Furthermore, the review discusses relevant regulatory and certification frameworks, including ISO 14001, ISO 22000, and global food safety initiatives aligned with environmental, social, and governance standards. Persistent challenges, such as cost, limitations in analytical performance, and limited instrument availability, are highlighted, along with the need for reliable metrics to assess the environmental impact and effectiveness of green analytical practices. The review concludes by emphasizing the need for interdisciplinary collaboration among scientists, industry stakeholders, and regulatory bodies to support the wider adoption of sustainable HPLC practices in food laboratories. Full article
(This article belongs to the Special Issue Green Analytical Chemistry: From Sample Preparation to Detection)
28 pages, 1263 KB  
Article
Social Economy Organizations as Catalysts of the Green Transition: Evidence from Circular Economy, Decarbonization, and Short Food Supply Chains
by Martyna Wronka-Pośpiech and Sebastian Twaróg
Resources 2025, 14(9), 138; https://doi.org/10.3390/resources14090138 (registering DOI) - 31 Aug 2025
Abstract
This paper examines the evolving role of social economy organisations (SEOs) in advancing sustainability and contributing to the green transition. While traditionally focused on social inclusion and local development, SEOs are increasingly integrating environmental objectives into their operations, particularly through circular economy (CE) [...] Read more.
This paper examines the evolving role of social economy organisations (SEOs) in advancing sustainability and contributing to the green transition. While traditionally focused on social inclusion and local development, SEOs are increasingly integrating environmental objectives into their operations, particularly through circular economy (CE) practices, decarbonisation strategies, and short food supply chains (SFSCs). Based on qualitative research and the analysis of 16 good practices from five European countries, the study demonstrates how SEOs create blended social and environmental value by combining economic, social, and ecological goals. The findings show that SEOs foster environmental sustainability by reducing resource consumption and carbon emissions, creating green jobs, strengthening local cooperation, and raising environmental awareness within communities. Importantly, SEOs emerge not only as service providers but also as innovators and agents of change in local ecosystems. The paper concludes with policy recommendations to enhance the role of SEOs in the green transition and identifies directions for future research, particularly regarding the measurement of their long-term environmental impact and the conditions enabling effective collaboration with public and private sector actors. Full article
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18 pages, 394 KB  
Article
Practice, Profit, and Public Good: Temple Economies and Social Enterprises in Korean Buddhism
by Junghyun Kwon
Religions 2025, 16(9), 1139; https://doi.org/10.3390/rel16091139 (registering DOI) - 31 Aug 2025
Abstract
In contemporary Korea, particularly within the Jogye Order of Korean Buddhism, temple revenue relies on two primary sources: donations and production activities. With declining religious participation, donations alone are no longer sufficient for temple sustainability. In response, many temples have diversified into non-religious [...] Read more.
In contemporary Korea, particularly within the Jogye Order of Korean Buddhism, temple revenue relies on two primary sources: donations and production activities. With declining religious participation, donations alone are no longer sufficient for temple sustainability. In response, many temples have diversified into non-religious economic ventures—an approach that, while controversial, has historical precedent. Pre-modern Korean temples actively contributed to local economies and public welfare through various productive roles. A notable recent development is the rise of Buddhist social enterprises, which aim to reconcile financial sustainability with core Buddhist values. This paper examines two interrelated dimensions: first, the historical role of Korean Buddhist temples as economic actors and social welfare providers; second, the emergence of Buddhist social enterprises as a modern model for sustainable temple economies. The paper highlights their potential to balance spiritual integrity with economic viability while acknowledging the challenges they face in achieving broader institutional and public support. Full article
11 pages, 316 KB  
Article
The Weight of Loneliness: Family Resilience and Social Support Among Parents of Children with and Without Special Needs
by Batel Hazan-Liran and Inbar Levkovich
Soc. Sci. 2025, 14(9), 531; https://doi.org/10.3390/socsci14090531 (registering DOI) - 31 Aug 2025
Abstract
Background: Raising children with special needs presents unique emotional and practical challenges, often increasing parental loneliness and diminishing perceived social support, both of which can undermine family resilience. Although previous studies have explored these constructs separately, there is limited understanding of how loneliness [...] Read more.
Background: Raising children with special needs presents unique emotional and practical challenges, often increasing parental loneliness and diminishing perceived social support, both of which can undermine family resilience. Although previous studies have explored these constructs separately, there is limited understanding of how loneliness and social support interact to influence family resilience. We examined the mediating role of loneliness and the moderating role of parent groups (parents with and without special needs children) in the association between social support and family resilience. Method: This cross-sectional study included 120 parents (60 parents of children with special needs, 60 parents of typically developing children), with children aged 3 to 18 years. Participants completed questionnaires measuring perceived social support, loneliness, and family resilience. Statistical analyses included t-tests, Pearson correlations, moderation, and mediation analyses using Hayes’ PROCESS macro. Results: Parents of children with special needs reported significantly lower levels of perceived social support and significantly higher levels of loneliness. However, no significant differences were found in family resilience. Across the sample, social support was positively associated with family resilience and negatively associated with loneliness. Moderation analysis revealed that the association between social support and family resilience was stronger among parents of typically developing children. Mediation analysis showed that loneliness fully mediated relations between social support and family resilience. Conclusions: These findings highlight loneliness as a critical psychological mechanism linking social support and family resilience. Although no significant group differences were found in family resilience, it is possible that unmeasured protective factors, such as coping strategies, may have buffered the negative impact of loneliness among parents of children with special needs. Interventions that focus on enhancing social support and addressing loneliness are vital for promoting resilience in parents, particularly those with special needs children. Full article
(This article belongs to the Section Family Studies)
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27 pages, 2586 KB  
Article
Management-Oriented Assessment of Transport Service Quality Using Logistics Monitoring System and Harrington’s Desirability Function in Support of SDG 9
by Victor Aulin, Oleh Liashuk, Dmytro Mironov, Piotr Staliński, Marek Rutkowski and Sergiy Lysenko
Sustainability 2025, 17(17), 7837; https://doi.org/10.3390/su17177837 (registering DOI) - 31 Aug 2025
Abstract
The quality of transport services is not only a measure of operational efficiency but also an important factor of strategic logistics management in the pursuit of sustainable development. This study identifies five key transport service quality indicators (timeliness, routing, economy, safety, efficiency) and [...] Read more.
The quality of transport services is not only a measure of operational efficiency but also an important factor of strategic logistics management in the pursuit of sustainable development. This study identifies five key transport service quality indicators (timeliness, routing, economy, safety, efficiency) and uses data from a logistics monitoring system to assess them with Harrington’s desirability function. Each indicator’s performance is converted into a partial desirability score and these scores are combined into a single overall desirability score (D), with weights determined from the data. Notably, a threshold around D = 0.63 emerged as the benchmark for acceptable service quality. This numeric threshold provides managers with a clear KPI target—if the service quality index falls below 0.63, it signals the need for corrective action, whereas consistently achieving values near 0.8 reflects very good performance aligned with strategic sustainability goals. Based on the proposed approach, an algorithm and software tool were developed to automate the assessment process. The obtained results show how improvements in service reliability, safety and efficiency can be aligned with broader sustainability goals in automotive transportation. The proposed approach offers managerial decision makers a robust tool to guide policy and investment, ensuring that enhancements in transport service performance also advance environmental and social sustainability. In doing so, the framework advances SDG 9 by turning logistics telemetry into an actionable management index that strengthens resilient transport infrastructure and fosters practical innovation at the enterprise level. Full article
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32 pages, 317 KB  
Project Report
Exploring the Impact of Child Hospitalisation on the Family System: A Qualitative Study Using Framework Analysis
by Lauren Murray, Nicola Doherty and Pauline Adair
Children 2025, 12(9), 1159; https://doi.org/10.3390/children12091159 (registering DOI) - 31 Aug 2025
Abstract
Background: Child hospitalisation can have emotional, practical, financial, and social sequalae for the family. By understanding the impact and challenges involved, this research can inform clinical practice and interventions to help mitigate the impacts of hospitalisation. Exploring the experiences and realities of child [...] Read more.
Background: Child hospitalisation can have emotional, practical, financial, and social sequalae for the family. By understanding the impact and challenges involved, this research can inform clinical practice and interventions to help mitigate the impacts of hospitalisation. Exploring the experiences and realities of child hospitalisation for main caregivers, extended caregivers, and child siblings is the focus of this research. Method: Semi-structured interviews were designed and conducted. Eight families participated in the research. Three interviews were conducted per family, with a total of twenty-three interviews conducted overall. Interviews were recorded using Microsoft Teams application. Analysis: The interviews underwent analysis employing the Framework Method, uncovering patterns and insights relevant to the impact of child hospitalisation from varying familial perspectives. Results: Overarching themes of emotional impact, relational impact, practicalities, adjustment, communication, and “take-home messages from families” were identified and discussed. Conclusions: By identifying gaps in support, communication barriers, access inequalities, and other implications, targeted clinical interventions and preventions can be developed to empower families and healthcare professionals. This study promotes a greater understanding of the challenges associated with child hospitalisation and signifies the importance of restructuring support systems worldwide. Full article
(This article belongs to the Section Global Pediatric Health)
31 pages, 7551 KB  
Article
Integrating Sustainable Lighting into Urban Green Space Management: A Case Study of Light Pollution in Polish Urban Parks
by Grzegorz Iwanicki, Tomasz Ściężor, Przemysław Tabaka, Andrzej Z. Kotarba, Mieczysław Kunz, Dominika Daab, Anna Kołton, Sylwester Kołomański, Anna Dłużewska and Karolina Skorb
Sustainability 2025, 17(17), 7833; https://doi.org/10.3390/su17177833 (registering DOI) - 30 Aug 2025
Abstract
Urban parks often represent the last viable habitats for wildlife in city centres, functioning as crucial refuges and biodiversity hotspots for a wide array of plant and animal species. This study investigates the issue of light pollution in urban parks in selected Polish [...] Read more.
Urban parks often represent the last viable habitats for wildlife in city centres, functioning as crucial refuges and biodiversity hotspots for a wide array of plant and animal species. This study investigates the issue of light pollution in urban parks in selected Polish cities from the perspective of sustainable urban development and dark-sky friendly ordinances. Field data conducted in 2024 and 2025 include measurements of Upward Light Output Ratio (ULOR), illuminance, luminance, correlated colour temperature (CCT), and spectral characteristics of light sources. In addition, an analysis of changes in the level of light pollution in the studied parks and their surroundings between 2012 and 2025 was performed using data from the VIIRS (Visible Infrared Imaging Radiometer Suite) located on the Suomi NPP satellite. Results highlight the mismatch between sustainable development objectives and the current practice of lighting in most of the analysed parks. The study emphasises the need for better integration of light pollution mitigation in urban spatial policies and provides recommendations for environmentally and socially responsible lighting design in urban parks. Full article
(This article belongs to the Special Issue Urban Social Space and Sustainable Development—2nd Edition)
18 pages, 1732 KB  
Article
Rise and Fall of Phytophthora infestans Resistance to Non-Specific Fungicide in Experimental Populations
by Shao-Bin Fan, Meng Xie, Zu-Lei Xiang, Tong-Xin Xu, Wen-Jing Wang, Zong-Hua Wang, Hong-Li Hu, Li-Xia Chen, Li Tang, Jia-Sui Zhan and Li-Na Yang
J. Fungi 2025, 11(9), 643; https://doi.org/10.3390/jof11090643 (registering DOI) - 30 Aug 2025
Abstract
Background: Fungicide resistance is one of the major factors threatening social and ecological sustainability. Many issues associated with the evolutionary processes and mechanisms of fungicide resistance in pathogens remain poorly understood, and better knowledge of these issues through experimentally observing the rise and [...] Read more.
Background: Fungicide resistance is one of the major factors threatening social and ecological sustainability. Many issues associated with the evolutionary processes and mechanisms of fungicide resistance in pathogens remain poorly understood, and better knowledge of these issues through experimentally observing the rise and fall of the resistance is critical for the development of effective management strategies to ensure food security and ecological health. Methods: An experimental evolution approach was used to continuously acclimate a series of Phytophthora infestans populations under different mancozeb conditions for 400 consecutive days. Results: We found that P. infestans developed mancozeb resistance after 200 days of acclimation. This resistance was associated with ABC transporters and endocytic proteins. Potentially due to fitness costs associated with aggressiveness, mancozeb resistance was reversible. And the pathogen exhibited comparable rates of resistance gain during acclimation and resistance loss during the reversal experiment. Conclusions: Our results suggest that this pathogen may also develop resistance to mancozeb. However, this type of resistance may not be persistent, implying the fungicides concerned could be reused in practice. These results provide new insights into the evolution of fungicide resistance and sustainable plant disease chemical management based on the fungicide dose chosen beyond that of potato blight, warranting further study on the resistance target gene. Full article
(This article belongs to the Special Issue Integrated Management of Plant Fungal Diseases)
28 pages, 2735 KB  
Article
Getting To(wards) Know(ing) Together: An Innovative Collaborative Approach in Residential Care for People with (Severe) Intellectual Disabilities and Behaviour That Challenges
by Gustaaf F. Bos, Vanessa C. Olivier-Pijpers and Alistair R. Niemeijer
Int. J. Environ. Res. Public Health 2025, 22(9), 1368; https://doi.org/10.3390/ijerph22091368 (registering DOI) - 30 Aug 2025
Abstract
People with moderate to severe intellectual disabilities (M/S ID) and behaviour that challenges are still almost exclusively encountered and understood within a highly specialized professional care system context. They are almost invisible in the societal mainstream, where a wider variety of perspectives on [...] Read more.
People with moderate to severe intellectual disabilities (M/S ID) and behaviour that challenges are still almost exclusively encountered and understood within a highly specialized professional care system context. They are almost invisible in the societal mainstream, where a wider variety of perspectives on (everyday) manners, encounters, relationships and life applies. These (and other) exclusionary dynamics render everyday relations with residents with M/S ID whose behaviours challenge still largely dependent on the interpretative frameworks and actions of professionals. Professionals are trained and socialized within highly specialized professional care system contexts, despite a growing scientific and professional awareness that behaviour that challenges is a multifaceted and contextual phenomenon. In this paper, we report on a pioneering initiative (titled Project WAVE) which aimed to cultivate a fresh and comprehensive approach to behaviours that challenge within stagnant care practices. Our goal was to foster an innovative collaborative paradigm by facilitating an extensive and enduring exchange between “insiders”—professionals of specialized care system contexts—and “outsider-researchers”—individuals socialized through alternative avenues. We present our epistemological and methodological approach, the data collection process (a multiple case-informed community of practice), and the most important lessons learned. Full article
(This article belongs to the Section Behavioral and Mental Health)
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20 pages, 405 KB  
Article
More Money, More Ethical Commitment? How Corporate Financial Performance Influences Environmental Social and Governance Practices
by Ertz Myriam, Gautier George Yao Quenum, Mouhamadou Moustapha Gueye, Chourouk Ouerghemmi and Moussa Sacko
Int. J. Financial Stud. 2025, 13(3), 159; https://doi.org/10.3390/ijfs13030159 (registering DOI) - 30 Aug 2025
Abstract
This article explores the relationship between corporate financial performance (CFP) and commitment to ESG (environmental, social and governance) practices, using a sample of companies listed on the S&P 500 and TSX 60 indices. By employing a linear regression model, the study examines how [...] Read more.
This article explores the relationship between corporate financial performance (CFP) and commitment to ESG (environmental, social and governance) practices, using a sample of companies listed on the S&P 500 and TSX 60 indices. By employing a linear regression model, the study examines how financial indicators such as Earnings Before Interest, Taxes, Depreciation and Amortization (EBITDA), return on assets (ROA), Assets and Debt influence ESG scores. The results show that financial indicators such as EBITDA, ROA and Assets are positively associated with increased ability to commit resources to ESG practices, except in some cases like when costs associated with ESG initiatives can reduce the competitiveness and profitability of companies in the short term, where ROA is negatively correlated with the adoption of ESG criteria. Also, with regard to the size of companies, thanks to their greater resources, larger companies are more inclined to adopt ESG criteria. These findings enhance the understanding of financial conditions that enable or constrain ESG adoption and provide managerial insights for strategic resource allocation in the pursuit of sustainability goals. Full article
20 pages, 616 KB  
Article
L2 Korean Learners’ Socialization into Discourses Around the Non-Honorific ‘Banmal’ Style: Affective and Pedagogical Consequences
by Devon Renfroe and Katharine E. Burns
Languages 2025, 10(9), 222; https://doi.org/10.3390/languages10090222 (registering DOI) - 30 Aug 2025
Abstract
This study examines L2 Korean learners’ self-reports of their socialization into discourses around the use of two categories of non-honorific (banmal) and honorific (jondaenmal) language. L2 Korean learners (n = 49) of varying proficiency levels completed a questionnaire aimed [...] Read more.
This study examines L2 Korean learners’ self-reports of their socialization into discourses around the use of two categories of non-honorific (banmal) and honorific (jondaenmal) language. L2 Korean learners (n = 49) of varying proficiency levels completed a questionnaire aimed at capturing their beliefs, attitudes, and practices regarding learning and using banmal. A subset of questionnaire participants (n = 11) were interviewed, and transcripts were analyzed using discourse analysis to understand how banmal is positioned discursively in participants’ self-reported accounts of learning and using L2 Korean. Findings revealed three dominant discourses in learners’ self-reported accounts of their socialization into learning and using banmal: (1) jondaenmal is more important to them than banmal, (2) banmal does not belong in formal learning contexts such as classrooms, and (3) banmal instruction should be delayed until the intermediate or advanced level. Additionally, these discourses were connected to two overarching, at times contradictory, affective responses from participants. While they reported heightened anxiety over when to use banmal, they also described how using it instilled confidence in their sociopragmatic abilities. These findings highlight the connection between the affective experiences of learners and prevailing discourses on particular linguistic forms. Finally, we suggest the need for more integrated approaches to teaching speech styles in L2 Korean classrooms. Full article
(This article belongs to the Special Issue Second Language Acquisition and Sociolinguistic Studies)
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11 pages, 275 KB  
Opinion
Making Historical Consciousness Come Alive: Abstract Concepts, Artificial Intelligence, and Implicit Game-Based Learning
by Julie Madelen Madshaven, Christian Walter Peter Omlin and Apostolos Spanos
Educ. Sci. 2025, 15(9), 1128; https://doi.org/10.3390/educsci15091128 (registering DOI) - 30 Aug 2025
Abstract
As new technologies shape education, helping students develop historical consciousness remains a challenge. Building on Nordic curricula that emphasize students as both “history-made” and “history-making” citizens, this paper proposes an approach that integrates artificial intelligence (AI) with implicit digital game-based learning (DGBL) to [...] Read more.
As new technologies shape education, helping students develop historical consciousness remains a challenge. Building on Nordic curricula that emphasize students as both “history-made” and “history-making” citizens, this paper proposes an approach that integrates artificial intelligence (AI) with implicit digital game-based learning (DGBL) to learn and develop historical consciousness in education. We outline how traditional, lecture-driven history teaching often fails to convey the abstract principles of historicity (the idea that individual identity, social institutions, values, and ways of thinking are historically conditioned) and the interpretation of the past, understanding of the present, and perspective on the future. Building on Jeismann’s definition of historical consciousness, we identify a gap between the theory-rich notions of historical consciousness and classroom practice, where many educators either do not recognize it or interpret it intuitively from the curriculum’s limited wording, leaving the concept generally absent from the classroom. We then examine three theory-based methods of enriching teaching and learning. Game-based learning provides an interactive environment in which students assume roles, make decisions, and observe consequences, experiencing historical consciousness instead of only reading about it. AI contributes personalized, adaptive content: branching narratives evolve based on individual choices, non-player characters respond dynamically, and analytics guide scaffolding. Implicit learning theory suggests that embedding core principles directly into gameplay allows students to internalize complex ideas without interrupting immersion; they learn by doing, not by explicit instruction. Finally, we propose a model in which these elements combine: (1) game mechanics and narrative embed principles of historical consciousness; (2) AI dynamically adjusts challenges, generates novel scenarios, and delivers feedback; (3) key concepts are embedded into the game narrative so that students absorb them implicitly; and (4) follow-up reflection activities transform tacit understanding into explicit knowledge. We conclude by outlining a research agenda that includes prototyping interactive environments, conducting longitudinal studies to assess students’ learning outcomes, and exploring transferability to other abstract concepts. By situating students within scenarios that explore historicity and temporal interplay, this approach seeks to transform history education into an immersive, reflective practice where students see themselves as history-made and history-making and view the world through a historical lens. Full article
(This article belongs to the Special Issue Unleashing the Potential of E-learning in Higher Education)
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22 pages, 7061 KB  
Article
Chinese Urban Carbon Emission Correlation Network: Construction, Structural Characteristics, and Driving Factors
by Feixue Sui, Xiaoyi Shi and Chenhui Ding
Sustainability 2025, 17(17), 7818; https://doi.org/10.3390/su17177818 (registering DOI) - 30 Aug 2025
Abstract
Against the backdrop of carbon reduction and sustainable development, cities play a central role in carbon emissions. These emissions are interconnected through economic, demographic, technological, and other factors, forming a complex network. This study investigates the structural characteristics and driving factors of carbon [...] Read more.
Against the backdrop of carbon reduction and sustainable development, cities play a central role in carbon emissions. These emissions are interconnected through economic, demographic, technological, and other factors, forming a complex network. This study investigates the structural characteristics and driving factors of carbon emission linkages among Chinese cities, with the aim of providing theoretical support and practical guidance for the development of sound regional carbon reduction policies. An improved gravity model was used to measure both the presence and intensity of linkages between cities. Social Network Analysis (SNA) was applied to examine network features such as density, centrality, and hierarchical structure. In addition, the Quadratic Assignment Procedure (QAP) was employed to test the effects of geographical proximity, economic disparities, demographic differences, and technological gaps on carbon emission linkages. Based on these methods, the study constructs the Chinese Carbon Emission Correlation Network (CECN), which shows high connectivity, a clear hierarchical structure, and a strengthened role of core cities. Cities with extensive linkages are mainly located in the eastern coastal region and political centers, forming a spatial pattern with stronger connections in the east than in the west, and more along the coast than inland. The network can also be divided into five distinct sub-groups. Moreover, geographical proximity, population differences, economic affluence, and technological disparities were found to significantly shape the spatial correlation of carbon emissions. These findings offer valuable guidance for designing targeted carbon reduction policies, which are essential for fostering regional coordination and advancing sustainable urban development. Full article
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25 pages, 73928 KB  
Article
Attention-Guided Edge-Optimized Network for Real-Time Detection and Counting of Pre-Weaning Piglets in Farrowing Crates
by Ning Kong, Tongshuai Liu, Guoming Li, Lei Xi, Shuo Wang and Yuepeng Shi
Animals 2025, 15(17), 2553; https://doi.org/10.3390/ani15172553 (registering DOI) - 30 Aug 2025
Abstract
Accurate, real-time, and cost-effective detection and counting of pre-weaning piglets are critical for improving piglet survival rates. However, achieving this remains technically challenging due to high computational demands, frequent occlusion, social behaviors, and cluttered backgrounds in commercial farming environments. To address these challenges, [...] Read more.
Accurate, real-time, and cost-effective detection and counting of pre-weaning piglets are critical for improving piglet survival rates. However, achieving this remains technically challenging due to high computational demands, frequent occlusion, social behaviors, and cluttered backgrounds in commercial farming environments. To address these challenges, this study proposes a lightweight and attention-enhanced piglet detection and counting network based on an improved YOLOv8n architecture. The design includes three key innovations: (i) the standard C2f modules in the backbone were replaced with an efficient novel Multi-Scale Spatial Pyramid Attention (MSPA) module to enhance the multi-scale feature representation while a maintaining low computational cost; (ii) an improved Gather-and-Distribute (GD) mechanism was incorporated into the neck to facilitate feature fusion and accelerate inference; and (iii) the detection head and the sample assignment strategy were optimized to align the classification and localization tasks better, thereby improving the overall performance. Experiments on the custom dataset demonstrated the model’s superiority over state-of-the-art counterparts, achieving 88.5% precision and a 93.8% mAP0.5. Furthermore, ablation studies showed that the model reduced the parameters, floating point operations (FLOPs), and model size by 58.45%, 46.91% and 56.45% compared to those of the baseline YOLOv8n, respectively, while achieving a 2.6% improvement in the detection precision and a 4.41% reduction in the counting MAE. The trained model was deployed on a Raspberry Pi 4B with ncnn to verify the effectiveness of the lightweight design, reaching an average inference speed of <87 ms per image. These findings confirm that the proposed method offers a practical, scalable solution for intelligent pig farming, combining a high accuracy, efficiency, and real-time performance in resource-limited environments. Full article
(This article belongs to the Section Pigs)
34 pages, 9634 KB  
Article
Placemaking and the Complexities of Measuring Impact in Aotearoa New Zealand’s Public and Community Housing: From Theory to Practice and Lived Experience
by Crystal Victoria Olin, Karen Witten, Edward Randal, Elinor Chisholm, Amber Logan, Philippa Howden-Chapman and Lori Leigh
Architecture 2025, 5(3), 69; https://doi.org/10.3390/architecture5030069 - 29 Aug 2025
Abstract
This paper explores the complexities of measuring impact from placemaking in the context of public and community housing (sometimes known as social or subsidised housing) in Aotearoa New Zealand. Placemaking refers to a range of practices and interventions—including the provision or facilitation of [...] Read more.
This paper explores the complexities of measuring impact from placemaking in the context of public and community housing (sometimes known as social or subsidised housing) in Aotearoa New Zealand. Placemaking refers to a range of practices and interventions—including the provision or facilitation of access to community infrastructure—that seek to cultivate a positive sense of place through everyday experiences, spaces, relationships, and rituals. Drawing on interviews with four community housing providers (CHPs), analysis of their documentation, and tenant survey and interview data from two of those CHPs, this research examines providers’ change theories about placemaking in relation to tenants’ experiences of safety, belonging and connectedness, including access to local amenities, ease of getting around, and a sense of neighbourhood and community affiliation. Based on the importance of these variables to wellbeing outcomes, the study highlights the potential of placemaking to support tenant wellbeing, while also recognising that providers must navigate trade-offs and co-benefits, limited resources, and varying levels of tenant engagement. While placemaking can help to foster feelings of connection, belonging and safety, its impact depends on providers’ capacity to initiate and sustain such efforts amidst competing demands and constraints. The study offers indicative findings and recommendations for future research. Although the impacts of placemaking and community infrastructure provision are difficult to quantify, research findings are synthesised into a prototype framework to support housing providers in their decision-making and housing development processes. The framework, which should be adapted and evaluated in situ, potentially also informs other actors in the built environment—including architects, landscape architects, urban designers, planners, developers and government agencies. In Aotearoa New Zealand, where housing provision occurs within a colonial context, government agencies have obligations under Te Tiriti o Waitangi to actively protect Māori rights and to work in partnership with Māori in housing policy and delivery. This underscores the importance of placemaking practices and interventions that are culturally and contextually responsive. Full article
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