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37 pages, 3168 KB  
Review
Advances in Nanotechnology-Assisted Delivery of TCM-Derived Bioactive Compounds for Wound Repair
by Lu Ren, Zefeng Zhao, Tianzihan Zhang, Meiting Kou, Xiaozhen Ma, Jiajun Li, Mengchen Lei and Haifa Qiao
Pharmaceutics 2026, 18(4), 427; https://doi.org/10.3390/pharmaceutics18040427 (registering DOI) - 30 Mar 2026
Abstract
Healing skin wounds is still difficult in many clinical situations, especially when the wounds are chronic or infected. These wounds often stay inflamed for long periods, and the risk of bacterial invasion is high. Oxidative stress tends to increase as well, while the [...] Read more.
Healing skin wounds is still difficult in many clinical situations, especially when the wounds are chronic or infected. These wounds often stay inflamed for long periods, and the risk of bacterial invasion is high. Oxidative stress tends to increase as well, while the formation of new blood vessels is often inadequate. Because of these factors, wound repair depends on the proper coordination of several biological events. These include basic antimicrobial activities, the control and resolution of inflammation, protection against oxidative damage, the rebuilding of collagen structures, and the development of new vascular networks. Traditional Chinese Medicine (TCM) provides many active compounds. These compounds work on many targets and through different pathways. They show good potential in wound treatment. But many TCM compounds have poor solubility in water. They are also unstable, have low bioavailability, and do not pass through the skin easily. These problems limit their use in clinical settings. Nanotechnology offers new ways to solve these problems. Nanodelivery systems can improve the solubility and stability of active compounds. They can also help the compounds enter the skin and stay in the wound area. Many types of nanocarriers have been developed, such as liposomes, polymer nanoparticles, nanogels, and inorganic nanomaterials. These systems can also provide controlled release or release that responds to the wound environment. This can make the treatment more accurate. In this review, we summarize how major TCM-derived compounds support wound repair and describe the biological mechanisms behind their effects. We also discuss recent nanodelivery approaches that aim to strengthen these therapeutic actions. These combinations can improve antibacterial performance, shape the immune response, reduce reactive oxygen species, and help the skin close more quickly. We also point out several challenges, such as concerns about material safety, the need for more consistent herbal extraction methods, gaps in mechanistic understanding, and the difficulty of producing these formulations on a large scale. Taken together, these points suggest that nanodelivery approaches using TCM-derived compounds still need more careful study and steady improvement before they can be used more widely in wound care. Full article
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34 pages, 5306 KB  
Article
“Do Math That Makes a Difference”: Supporting Students to Mathematize Justice in Elementary Classrooms with Mathematical Modeling
by Jennifer M. Suh, Julia M. Aguirre, Mary Alice Carlson and Erin Turner
Educ. Sci. 2026, 16(4), 527; https://doi.org/10.3390/educsci16040527 - 27 Mar 2026
Viewed by 195
Abstract
This study examines how justice-oriented modeling lessons promote elementary students’ capacity to mathematize complex situations, develop civic empathy, and take action to address inequities and injustices in their communities. Through qualitative methods using multiple data sources including teacher interviews, lesson transcripts, student work, [...] Read more.
This study examines how justice-oriented modeling lessons promote elementary students’ capacity to mathematize complex situations, develop civic empathy, and take action to address inequities and injustices in their communities. Through qualitative methods using multiple data sources including teacher interviews, lesson transcripts, student work, and classroom artifacts we share cases of modeling tasks that use mathematics as an empowerment tool to address empathy, representation, access, fairness and taking action. Findings illustrated critical moment-to-moment instructional decisions teachers made to elicit students’ justice-oriented reasoning. The modeling tasks involved addressing food waste in the school cafeteria, creating an inclusive play area, diversifying the school library collections, and choosing items for a sensory space to positively impact students’ individual and community well-being. Implications for teachers and teacher educators will be discussed. Full article
(This article belongs to the Special Issue Justice-Centered Mathematics Teaching)
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11 pages, 2542 KB  
Article
Detrital Glass Provides Evidence of Leaded-Bronze Refinement at Ancient Placer Tin Mining Sites in Serbia
by Mindy Argueta, Wayne Powell, Ilona Struzik, H. Arthur Bankoff, Alexandar Bulatović and Vojislav Filipović
Heritage 2026, 9(4), 131; https://doi.org/10.3390/heritage9040131 - 27 Mar 2026
Viewed by 154
Abstract
Archaeological evidence for prehistoric placer tin mining is rare due to the ephemeral nature of the workings and the associated tools in the dynamic setting of active river systems. Here, we report an additional line of evidence for metallurgical activities at stream tin [...] Read more.
Archaeological evidence for prehistoric placer tin mining is rare due to the ephemeral nature of the workings and the associated tools in the dynamic setting of active river systems. Here, we report an additional line of evidence for metallurgical activities at stream tin mining in Serbia at Mt. Cer and Bukulja. Rivers at these locations contain Pb-rich-glass grains, many of which are also enriched in Cu and Sn. Compositionally, the detrital grains of glass are similar to the vitreous infillings on a bleached ceramic sherd found at Spasovine, an archaeological site situated on the bank of the tin-rich Milinska River. The high-Pb-bearing (average 42 wt%) and Sn-bearing (average 0.7 wt%) composition of the glass, along with the inclusions of secondary cassiterite, indicate that the slag was derived from the refinement of leaded bronze (i.e., lead removal). Although the detrital glass slag grains lack direct archaeological context, broader archaeological observations limit their production to either the Roman or Medieval Periods. The presence of Pb-Cu-Sn metallurgical glass grains in a river at Bukulja provides the first concrete evidence of prehistoric tin mining at this locality, which demonstrates that sluicing for crushed glassy residues is a viable means to prospect for as yet undiscovered sites of ancient metallurgical activities. Full article
(This article belongs to the Section Archaeological Heritage)
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15 pages, 1127 KB  
Article
Developing Peer-to-Peer Feedback Literacy Through Authentic, Situated Learning Experiences
by Peter Carew, Jocelyn Phillips, Carolyn Cracknell, Selwyn Prea, Debra Virtue, Christine Nearchou and Tandy Hastings-Ison
Educ. Sci. 2026, 16(4), 521; https://doi.org/10.3390/educsci16040521 - 27 Mar 2026
Viewed by 161
Abstract
Authentic, situated learning experiences which mirror the collaborative nature of healthcare practice are essential in preparing students for their future professions. Feedback literacy may be thought of as the understanding, capacity, and disposition needed to make sense of information and use it to [...] Read more.
Authentic, situated learning experiences which mirror the collaborative nature of healthcare practice are essential in preparing students for their future professions. Feedback literacy may be thought of as the understanding, capacity, and disposition needed to make sense of information and use it to enhance work or learning strategies. This study explored how feedback literacy can be developed through situated, interprofessional peer-to-peer feedback within a community-based paediatric health screening programme. Using an exploratory Action Research qualitative design, the planning activities stage explored current practice, gathering student insights via interviews, reflections, and a workshop to co-design an Interprofessional Feedback Conversation Guide (IPFCG). The IPFCG was piloted, integrating structured feedback tools and protected time for peer exchange, within the community screening activity. Feedback regarding use of the IPFCG contributed to the gathering data stage, which was followed by the evaluation and reflection stage. Evaluation revealed four key themes: value, engagement, optimising relationships, and structuring conversations. Students valued receiving feedback from peers outside their discipline, actively engaged with the process, emphasised the importance of building rapport, and utilised structured dialogue. These findings highlight how authentic, field-based learning can foster feedback literacy, enhancing the development of professional identity. The interprofessional nature of the program reflects the complexity of modern healthcare and demonstrates how curriculum-integrated models of authentic learning can enhance student engagement and workplace readiness. This study contributes to the evolving conversation about embedding authenticity in higher education and offers a practical model for building collaborative communication within situated learning experiences at scale. Full article
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29 pages, 1513 KB  
Article
Restorative Urban Development: Creating Social Capacity Through Black Modernist Architecture
by Eric Harris and Kathy Dixon
Sustainability 2026, 18(7), 3186; https://doi.org/10.3390/su18073186 - 24 Mar 2026
Viewed by 87
Abstract
Black Modernist architecture offers a powerful yet underexamined pathway for advancing restorative capacity in American cities. This paper argues that Black Modernism functions as a restorative design methodology, addressing social, economic, and ecological harm imposed on Black communities through slavery, racial capitalism, urban [...] Read more.
Black Modernist architecture offers a powerful yet underexamined pathway for advancing restorative capacity in American cities. This paper argues that Black Modernism functions as a restorative design methodology, addressing social, economic, and ecological harm imposed on Black communities through slavery, racial capitalism, urban renewal, and infrastructural violence. Grounded in the restorative economics framework pioneered by O’Hara, the paper explores the role Black Modernism plays in sustaining sink capacities defined as the social, ecological, and emotional processes that absorb stress, pollution, waste, and trauma. Conventional economic models ignore these capacities, despite their necessity for economic productivity. Black communities, like all marginalized communities, have historically been forced to provide them without compensation. Situating Black Modernist architecture within this framework, the paper demonstrates how Black architects have designed buildings and landscapes that restore dignity, memory, health, and cultural identity, thereby expanding community sink capacities. Drawing on the works of various scholars, the paper examines case studies from Washington, DC, Atlanta, and Chicago, which reveal how Black communities have borne the burden of unremunerated restorative labor while shaping the American built environment. The paper positions Black Modernism as both a design language and a political–economic intervention, challenging architectural value systems that privilege monumental production over community restoration. It concludes by proposing a Restorative Design Framework that integrates Black Modernist principles with restorative economics, offering policy and planning pathways that recognize cultural labor, emotional restoration, and community well-being as essential components of sustainable urban development. Full article
(This article belongs to the Collection Toward a Restorative Economy)
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24 pages, 1081 KB  
Article
Fashion Futures as Design Scenarios for the Triple Transition Framework
by Paola Bertola, Chiara Colombi, Manuela Celi and Victoria Rodriguez Schön
Platforms 2026, 4(2), 5; https://doi.org/10.3390/platforms4020005 - 24 Mar 2026
Viewed by 149
Abstract
This article explores how fashion, as a culture-intensive industry, can act as a testbed for ecosystem-centred sustainability transitions. Building on debates on the Triple Transition (green, digital, resilience) and the four pillars of sustainability (environmental, social, economic, cultural), the study addresses a theoretical [...] Read more.
This article explores how fashion, as a culture-intensive industry, can act as a testbed for ecosystem-centred sustainability transitions. Building on debates on the Triple Transition (green, digital, resilience) and the four pillars of sustainability (environmental, social, economic, cultural), the study addresses a theoretical and methodological gap: while transition agendas and sustainability frameworks are well developed at policy and conceptual levels, there is limited empirical integration of these frameworks into design-oriented methods capable of guiding situated organisational decisions in fashion and cultural and creative industries. It proposes a design- and futures-driven methodology that combines intuitive-logics scenario building, horizon scanning and a customised three-axis Polar Map. The Polar Map translates the Triple Transition into three composite orientations: Bios, Techné and Resilience, used to structure four narrative scenarios applied to the fashion ecosystem: Trailblazing Agency, Other-than-Human Agency, Constructive Agency and Normative Agency. Each scenario assembles concepts, weak signals and case examples into plausible configurations of the fashion value chain and its ecosystem. The results show how these scenarios act as meta-narratives, orienting devices and boundary objects that support futures literacy, make the cultural and intangible consequences of design decisions explicit and reveal interdependencies across value chains. Conceptually, the work operationalises combined transitions and the four pillars of sustainability in a flagship CCI; methodologically, it advances a design-oriented adaptation of scenario practices; and practically, it offers organisations narrative tools to rehearse ecosystem-centred innovation pathways. The conclusion reflects on structural constraints and methodological directions for further hybridisation within foresight methods. Full article
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25 pages, 3972 KB  
Article
Adaptive Real-Time Speed Control for Automated Smart Manufacturing Systems: A Disturbance-Resilient Solution for Productivity
by Ahmad Attar, Shuya Zhong, Martino Luis and Voicu Ion Sucala
Systems 2026, 14(3), 335; https://doi.org/10.3390/systems14030335 - 23 Mar 2026
Viewed by 150
Abstract
Manufacturing is going through a significant shift propelled by Industry 4.0 and smart manufacturing infrastructures, requiring sophisticated production control techniques that can adaptively adjust to fluctuating operational situations. This paper presents a novel five-step hybrid simulation framework for adaptive real-time production speed control [...] Read more.
Manufacturing is going through a significant shift propelled by Industry 4.0 and smart manufacturing infrastructures, requiring sophisticated production control techniques that can adaptively adjust to fluctuating operational situations. This paper presents a novel five-step hybrid simulation framework for adaptive real-time production speed control in smart manufacturing lines, integrating conceptual modelling, hybrid simulation, algorithm redefinition, design of experiments, optimisation, and real-system implementation. The framework transforms the speed management systems into online digital twins capable of optimising system performance and mitigating unforeseen fluctuations, faults, and congestion. A comprehensive case study from the beverage manufacturing sector demonstrates the framework’s effectiveness, utilising a universal simulation platform to model both continuous fluid flow and discrete event processes. The proposed stepwise, multi-threshold algorithm employs multiple distinct logical thresholds evaluated sequentially to optimise both upstream and downstream station speeds, with decision thresholds independently adjustable for each production line segment. The experimental results show significant improvements, including around an 18% increase in overall throughput and a 95.7% reduction in work-in-process inventory. A comprehensive resiliency analysis and statistical tests under various disruption scenarios further validated the approach, demonstrating its superiority. Beyond the studied case, the framework provides a transferable pathway for real-time adaptive control across a wide range of smart manufacturing environments, enabling enhancements to operational efficiency without requiring additional capital investment in new equipment or infrastructure. Full article
(This article belongs to the Special Issue Modeling of Complex Systems and Systems of Systems)
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13 pages, 445 KB  
Article
Chemical Treatment to Remove or Prevent Salmonella Contamination of Poultry Feed
by Shaun Cawthraw, Andrew Wales, Tom Huby and Rob Davies
Microbiol. Res. 2026, 17(3), 64; https://doi.org/10.3390/microbiolres17030064 - 20 Mar 2026
Viewed by 187
Abstract
Introduction: Salmonella may contaminate livestock feed at several stages of production, transport and storage. Formaldehyde is an effective anti-Salmonella feed treatment, but it is now banned for this use in Europe. Organic acid-based additives are an alternative. Gap Statement: The efficacy of [...] Read more.
Introduction: Salmonella may contaminate livestock feed at several stages of production, transport and storage. Formaldehyde is an effective anti-Salmonella feed treatment, but it is now banned for this use in Europe. Organic acid-based additives are an alternative. Gap Statement: The efficacy of organic acid feed additives against natural Salmonella feed contamination is uncertain due to a paucity of reported work investigating low levels of infection that may be relevant for real-world situations. Aim: To compare the anti-Salmonella effects of feed additives based on formaldehyde versus those based on organic acids. Methodology: Experimental contamination of poultry feed with one of three Salmonella serovars at moderate (between 10 and 200 CFU/g) or low (around 1 CFU/g) levels was preceded (‘prevention’ mode) or followed (‘decontamination’ mode) by application of commercial antimicrobial additives. Storage at room temperature for 24 h was followed by pre-enrichment then culture. Results: Organic acid-based products at recommended application rates only eliminated detectable Salmonella from samples with the lowest degree of contamination. The effect was partial, with a proportion of samples still yielding Salmonella in most experiments, and only one such product showed efficacy above 50% of samples for the decontamination mode. The two formaldehyde-based products showed partial efficacy against moderate contamination, and one was entirely effective against low-level contamination even at its lower inclusion rate. Conclusions: Organic acid-based feed additives have a lesser anti-Salmonella effect than formaldehyde-based products at their respective recommended inclusion rates. However, some non-formaldehyde products may be substantially effective against a low, natural degree of contamination. Impact Statement: Chemical suppression of Salmonella in animal feed is an important element of measures to safeguard livestock health and, consequentially, public health too. The European ban on using formaldehyde for this purpose has necessitated the use of alternative products. The present work includes very low levels of Salmonella in feed, possibly mimicking natural contamination, to show that under these circumstances some such alternatives may be as efficacious as formaldehyde products. Full article
(This article belongs to the Special Issue Zoonotic Bacteria: Infection, Pathogenesis and Drugs—Second Edition)
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16 pages, 257 KB  
Article
The Hidden Variable in Radiological Accuracy: The Impact of Monitor Quality Under Real-Life Emergency Department Conditions
by Bahadir Caglar and Suha Serin
Tomography 2026, 12(3), 43; https://doi.org/10.3390/tomography12030043 - 20 Mar 2026
Viewed by 153
Abstract
Background/Objectives: Radiological assessment has become indispensable for modern clinical decision-making. Image quality plays a critical role in the reliability of radiological interpretation. Unlike most previous studies, this study investigated the effect of monitor type on diagnostic accuracy and ease of diagnosis under physical [...] Read more.
Background/Objectives: Radiological assessment has become indispensable for modern clinical decision-making. Image quality plays a critical role in the reliability of radiological interpretation. Unlike most previous studies, this study investigated the effect of monitor type on diagnostic accuracy and ease of diagnosis under physical conditions outside the radiology unit. Methods: Three image sets were prepared for the study, consisting of emergency radiological images, each containing 50 computed tomography, magnetic resonance imaging, and digital radiography images. The image sets were examined by five emergency specialists, who were blinded to each other’s work, under emergency service conditions on a standard monitor (SM), medical monitor (MM), and advanced monitor (AM). The accuracy and ease of diagnosis were analyzed statistically according to the type of monitor used. Results: Overall diagnostic accuracy rates were 98.7% for SM, 100% for AM, and 100% for MM. Cochran’s Q test demonstrated a statistically significant difference between monitor types (p = 0.002), with significant pairwise differences for SM–AM and SM–MM comparisons. The absolute risk difference between SM and AM/MM was 1.3%, corresponding to a relative risk of 1.013 and a number needed to benefit (NNB) of 77. Ease of diagnosis scores increased progressively across monitor types (SM: 7.6 [IQR 7–8], AM: 9.4 [IQR 9–9.8], MM: 9.8 [IQR 9.6–10]; p < 0.001), with a large overall effect size (Kendall’s W = 0.81). Multilevel modeling confirmed that these associations persisted after adjustment for clustering effects. Conclusions: In situations where medical monitors cannot be used due to cost and operational constraints, opting for advanced monitors instead of standard monitors may modestly improve diagnostic accuracy while substantially enhancing perceived ease of diagnosis. Full article
23 pages, 4575 KB  
Article
Simulation of Dense Star Map in Deep Space Based on Gaia Catalogue
by Puzhen Li, Guangzhen Bao, Ziwei Zhou and Jinnan Gong
Sensors 2026, 26(6), 1945; https://doi.org/10.3390/s26061945 - 19 Mar 2026
Viewed by 178
Abstract
High-fidelity star field simulation is paramount for target detection and space situational awareness (SSA) in geostationary and deep-space environments. However, accurately modeling the synergistic effects of ultra-dense stellar backgrounds and complex platform perturbations remains a formidable challenge. This paper proposes an integrated simulation [...] Read more.
High-fidelity star field simulation is paramount for target detection and space situational awareness (SSA) in geostationary and deep-space environments. However, accurately modeling the synergistic effects of ultra-dense stellar backgrounds and complex platform perturbations remains a formidable challenge. This paper proposes an integrated simulation framework that leverages the Gaia catalog to generate high-precision stellar environments. The core methodological novelty lies in the end-to-end coupling of a full optoelectronic imaging chain with dynamic platform disturbances, effectively bridging the gap between theoretical orbital dynamics and realistic sensor responses. Distinguishing itself from conventional models, our approach uniquely integrates radiative transfer and high-fidelity noise suites—including photon shot noise and non-uniform stray light—while utilizing the Gaia catalog to achieve unprecedented precision in simulating dim stars at low magnitudes. The fidelity of the proposed model was quantitatively validated against empirical data from a ground-based wide-field telescope (GTC). Experimental results, derived from multiple simulation realizations, demonstrate high consistency with real-world observations, achieving a Signal-to-Noise Ratio (SNR) error of less than 10% and a sub-pixel centroiding accuracy exceeding 0.01 pixels. This work provides a robust, high-fidelity data synthesis tool that significantly advances the development of target detection algorithms and the performance optimization of space-based optical sensors. Full article
(This article belongs to the Special Issue Remote Sensing Image Processing, Analysis and Application)
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18 pages, 931 KB  
Article
Bridge Employment as a Post-Retirement Strategy: Insights from Croatian Entrepreneurs
by Ljerka Sedlan Kőnig, Mirela Alpeza and Petra Mezulić Juric
Adm. Sci. 2026, 16(3), 153; https://doi.org/10.3390/admsci16030153 - 19 Mar 2026
Viewed by 226
Abstract
Population aging is reshaping retirement trajectories, challenging traditional models that conceptualize retirement as a definitive withdrawal from productive roles. While bridge employment has been widely studied, research has largely focused on former salaried employees, leaving the post-retirement pathways of entrepreneurs underexplored. This qualitative [...] Read more.
Population aging is reshaping retirement trajectories, challenging traditional models that conceptualize retirement as a definitive withdrawal from productive roles. While bridge employment has been widely studied, research has largely focused on former salaried employees, leaving the post-retirement pathways of entrepreneurs underexplored. This qualitative case study research examines how seven retired Croatian entrepreneurs engage in bridge employment (paid or voluntary work undertaken after formal exit from their primary businesses) and how they interpret this engagement in later life. Drawing on Continuity theory, the findings suggest that entrepreneurial retirement is better understood as a process of role reconfiguration rather than role exit. Participants strategically redeployed accumulated human, social, and symbolic capital into advisory roles, mentoring, new ventures, and community activities. Contrary to dominant assumptions emphasizing financial necessity, engagement was predominantly intrinsically motivated, grounded in autonomy, competence, and purpose preservation. The study refines Continuity theory by demonstrating that identity continuity among entrepreneurs is structurally scaffolded through retained ownership, networks, and agency. By situating the analysis within a post-socialist transition economy, the paper contributes to retirement and entrepreneurship research by conceptualizing entrepreneurial bridge employment as a redistribution model of engagement in later life. The findings offer theoretical insights and inform policy discussions on active aging and the societal value of retired entrepreneurs. Full article
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22 pages, 423 KB  
Article
Measuring the Weight of the Unexpected: A Multidimensional Contingency Index for School Leadership
by Gonzalo Munoz Stuardo, José Weinstein, Lara Simielli and Matías Sembler
Educ. Sci. 2026, 16(3), 469; https://doi.org/10.3390/educsci16030469 - 19 Mar 2026
Viewed by 419
Abstract
School principals face increasing demands that compete for their time and attention, yet contingency—the unexpected situations that interrupt daily work—remains understudied. This study, conducted in Chile’s highly segregated education system, advances beyond frequency-based measures by proposing a Multidimensional Contingency Index (MCI) that integrates [...] Read more.
School principals face increasing demands that compete for their time and attention, yet contingency—the unexpected situations that interrupt daily work—remains understudied. This study, conducted in Chile’s highly segregated education system, advances beyond frequency-based measures by proposing a Multidimensional Contingency Index (MCI) that integrates both frequency and intensity of contingencies, enabling distinction between “noise contingencies” (frequent, low-impact disruptions) and “crisis contingencies” (less frequent but high-complexity situations demanding significant cognitive and emotional resources). Using data from a nationally representative survey of 381 principals, four key findings emerge. First, family–school relationships represent the heaviest contingency burden, exceeding other domains by up to 320% when considering intensity. Second, individual characteristics (gender, experience, training) do not explain contingency levels: only structural factors matter. Third, public school principals face contingency levels exceeding 300% of those of their private counterparts in critical domains, suggesting that wicked problems are unequally distributed across the school system. Fourth, high contingency strongly correlates with reduced principal well-being, including insufficient preparation time and elevated stress levels. These findings have implications for leadership standards, principal preparation programs, and equity-oriented policies that must address the systematically unequal burden facing schools serving vulnerable populations. Full article
(This article belongs to the Special Issue Education Leadership: Challenges and Opportunities)
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23 pages, 811 KB  
Article
Co-Creating Organisational Health Literacy: Formative Evaluation and Feasibility Testing of OHL-Act
by Camilla Klinge Renneberg, Anne Sofie Dydensborg Rasmussen, Maiken Meldgaard, Helle Terkildsen Maindal and Anna Aaby
Int. J. Environ. Res. Public Health 2026, 23(3), 391; https://doi.org/10.3390/ijerph23030391 - 18 Mar 2026
Viewed by 278
Abstract
Background: Organisational health literacy (OHL) is increasingly recognised as a system-level strategy to address health literacy-related inequities in healthcare, yet evaluation of practical OHL tools and frameworks remain limited. This study aimed to examine the implementation experiences of the Danish OS! to inform [...] Read more.
Background: Organisational health literacy (OHL) is increasingly recognised as a system-level strategy to address health literacy-related inequities in healthcare, yet evaluation of practical OHL tools and frameworks remain limited. This study aimed to examine the implementation experiences of the Danish OS! to inform refinements, and to examine the feasibility of the refined version, renamed OHL-Act, in practice. Methods: A two-phase study guided by the RE-AIM framework was conducted. Phase 1 comprised a formative evaluation of OS! based on interviews from previous applications, informing refinement. Phase 2 involved feasibility testing of OHL-Act in a specialised diabetes centre. Results: Across implementing organisations, OS! was experienced as a practical approach supporting reflection and the generation of OHL improvement ideas, while also revealing barriers. These insights informed refinements, including clearer language, more structured facilitation guidance, and explicit prompts addressing health literacy challenges and high-risk situations. Feasibility findings indicated that OHL-Act could be delivered as intended and was perceived as acceptable, relevant, and useful in supporting reflection and the generation of OHL improvement ideas. Conclusions: OHL-Act represents a structured, co-creational approach to support OHL work. Further research is needed to examine how generated improvement ideas translate into sustained action and their potential implications for equity. Full article
(This article belongs to the Special Issue Health Disparities and Health Literacy: Bridging the Gap)
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28 pages, 2467 KB  
Review
Light-Curve Classification of Resident Space Objects for Space Situational Awareness: A Scoping Review
by Minyoung Hwang, Vithurshan Suthakar, Randa Qashoa, Regina S. K. Lee and Gunho Sohn
Aerospace 2026, 13(3), 287; https://doi.org/10.3390/aerospace13030287 - 18 Mar 2026
Viewed by 285
Abstract
The proliferation of Resident Space Objects (RSOs), including satellites, rocket bodies, and debris, poses escalating challenges for Space Situational Awareness (SSA). Optical light curves capture temporal brightness variations influenced by factors such as attitude variation, viewing geometry, and surface properties. When appropriately processed [...] Read more.
The proliferation of Resident Space Objects (RSOs), including satellites, rocket bodies, and debris, poses escalating challenges for Space Situational Awareness (SSA). Optical light curves capture temporal brightness variations influenced by factors such as attitude variation, viewing geometry, and surface properties. When appropriately processed and analyzed, these data can support RSO characterization and classification. This paper presents a scoping review of machine learning (ML) and deep learning (DL) methods for RSO classification using light-curve data. From 297 peer-reviewed studies published between 2014 and 2025, a screened subset of 29 works is selected for detailed methodological comparison. We trace the methodological evolution from handcrafted feature engineering toward convolutional, recurrent, and self-supervised models that learn representations directly from photometric time series. An analysis of three publicly accessible databases, Mini Mega TORTORA, Space Debris Light-Curve Database, and Ukrainian Database, reveals pronounced class imbalance, with payloads comprising over 80% of observations. While models trained on simulated data routinely achieve 95 to 99% accuracy, performance on measured light curves degrades to 75 to 92%, exposing a persistent gap between simulation and observation. We further identify data scarcity, repeated observations of the same objects, and inconsistent evaluation protocols as key barriers to reproducible benchmarking. Future progress will require benchmark-ready, sensor-aware datasets spanning diverse orbital regimes and viewing geometries, alongside physics-informed and transfer-learning approaches that improve robustness across sensors and between synthetic and observational domains. Full article
(This article belongs to the Special Issue Advances in Space Surveillance and Tracking)
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23 pages, 8149 KB  
Article
UGV Swarm Multi-View Fusion Under Occlusion: A Graph-Based Calibration-Free Framework
by Jiaqi Jing, Weilong Song, Hangcheng Zhang, Yong Liu, Fuyong Feng, Dezhi Zheng and Shangchun Fan
Drones 2026, 10(3), 214; https://doi.org/10.3390/drones10030214 - 18 Mar 2026
Viewed by 198
Abstract
In unmanned ground vehicle (UGV) swarm systems, comprehensive environmental awareness is critical for coordinated operations. Yet they are frequently deployed in occlusion-rich, constrained environments where multi-agent visual fusion is essential. However, existing methods are critically limited by offline-calibrated extrinsic parameters, hindering flexible deployment, [...] Read more.
In unmanned ground vehicle (UGV) swarm systems, comprehensive environmental awareness is critical for coordinated operations. Yet they are frequently deployed in occlusion-rich, constrained environments where multi-agent visual fusion is essential. However, existing methods are critically limited by offline-calibrated extrinsic parameters, hindering flexible deployment, and by a strong co-visibility assumption, which fails under severe occlusion. To overcome these constraints, we introduce an end-to-end, calibration-free framework for the joint registration of cameras and subjects. Our approach begins with a single-view module that estimates subjects’ poses and appearance features. Subsequently, a novel graph-based pose propagation module (GPPM) treats UGVs’ cameras as nodes in a graph, connecting them with edges when they share co-visible subjects identified via appearance matching. Breadth-first search (BFS) then finds the shortest registration path from any camera to a designated root camera, enabling pose propagation via local co-visibility links and global alignment of all subjects into a unified bird’s-eye-view (BEV) space. This strategy relaxes the stringent requirement of full co-visibility with the root node. A multi-task loss function is proposed to jointly optimize pose estimation and feature matching. Trained and evaluated on a synthetic dataset with occlusions (CSRD-O) collected by a UGV swarm system, our framework achieves mean camera pose errors of 1.57 m/8.70° and mean subject pose errors of 1.40 m/9.14°. Furthermore, we demonstrate a scene monitoring task using a UGV swarm system. Experiments show that the proposed method generates robust BEV estimates even under severe occlusion and low inter-view overlap. This work presents a purely visual, self-calibrating multi-view fusion perception scheme, demonstrating its potential to support cooperative perception, task-oriented monitoring, and collective situational awareness in UGV swarm systems. Full article
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