Search Results (330)

The accurate estimation of tree canopy volume is fundamental in precision agriculture for quantifying vegetation structure, biomass, and productivity in perennial cropping systems. This study investigates a shadow geometry approach for estimating olive tree canopy volumes from a single, very high-resolution WorldView-3 multispectral image. The method integrates multispectral classification for canopy and shadow delineation with a geometric model that infers canopy height from shadow measurements, accounting for solar position and terrain morphology. Two classification strategies were evaluated: object-based image analysis (OBIA) and pixel-based (PB) classification, each applied to the original eight-band multispectral image and to a derived dataset enriched with vegetation indices (NDVI—Normalized Difference Vegetation Index; NDRE—Normalized Difference Red Edge Index) and principal component analysis (PCA) components. The canopy volume was estimated by integrating classified canopy and shadow areas with shadow-derived canopy height. The methodology was tested in a Mediterranean olive orchard and validated against UAV-derived point clouds for approximately 700 trees. The results indicate that the approach captures spatial variability in canopy structure. The Object-Based Image Analysis (OBIA) applied to filtered PCA-enhanced imagery achieved the highest accuracy in canopy volume estimation (RMSE = 2.04 m³; R² = 0.56), outperforming the alternative pixel-based (PB) classification applied to the original multispectral data. Overall, the study demonstrates the potential of single-image WorldView-3 data for rapid and scalable three-dimensional canopy characterization in precision agriculture. Full article

The spinner shark is a widely distributed coastal species that faces significant anthropogenic pressures, yet information on its ecology in the western Indian Ocean remains poorly documented. This study provides preliminary baseline observations on temporal occurrence, sex ratio, and size distribution of a bait-attracted spinner shark aggregation in Hulhumale (North Malé Atoll, Maldives) and presents the first individual-level photo-identification (photo-ID) catalogue for the species based on underwater observations. Surveys were conducted in November 2024 and November 2025 using underwater photography, video recordings, and laser photogrammetry. In total, 69 individual spinner sharks were identified using the standard photo-ID protocol which proved to be valid. On the contrary, the preliminary application of the semi-automatic Identifin software indicated possible effectiveness for individual recognition; however, its performance cannot be reliably validated in this area because of poor image quality and environmental turbidity. Six individuals were re-sighted across years, demonstrating the feasibility of non-invasive repeated, long-term monitoring through photo-ID. Although interannual variation in sex ratio of sharks observed was detected (χ² = 10.56, p = 0.0012), this pattern should be interpreted cautiously due to provisioning-related sampling bias and unequal sampling effort across years. Total length measurements (n = 28) indicated predominantly adult and subadult individuals, with no apparent interannual differences in size distributions. Overall, this study establishes a methodological baseline for spinner shark photo-ID in the Maldives and highlights the importance of multi-year and multi-season monitoring to robustly evaluate aggregation dynamics, site fidelity, and population-level patterns in this region. Full article

Nosy Be in the northwestern Madagascar hosts one of the largest known seasonal feeding aggregations of whale sharks. However, the environmental drivers influencing whale shark surface feeding behaviour in this area remain poorly understood. This study investigates the relationship between environmental variability and surface feeding strategies of immature whale sharks at Nosy Be. Boat-based surveys were conducted in November 2018, 2019, 2022, and 2023, resulting in the photo-identification of 88 individuals and the recording of 85 surface feeding events. The influence of environmental factors on feeding behaviour was assessed using multicollinearity among the environmental covariates and three-level step approach: permanova, multinomial logistic regression, marginal effects, and Cochran’s Q, to evaluate whether environmental conditions discriminate feeding-behaviour categories and to quantify how individual covariates relate to behavioural composition under a multi-step framework. Results showed that there is not a strong enough predictive signal for behaviour based on environmental variables; however, thanks to the marginal effects, it is possible to better assess the probability of a certain type of eating behaviour in the presence of an increase in one of the environmental variables, for example, chlorophyll-a appears to be the most interesting, because its increase is associated with a greater probability of some behaviours instead the others. These preliminary observations provide the first insights to evaluate environmental influences on immature whale shark surface feeding behaviour in Nosy Be, highlighting that it is therefore necessary to deepen and increase data collection to have long and significant series of data, integrated also with data on the preys subject to feeding behaviour and to evaluate which other unobserved aspects, perhaps linked precisely to the consistency and quality of the prey, could allow us to predict feeding behaviour. Improving the understanding of these relationships is essential for predicting whale shark habitat use and for supporting conservation and management strategies in a region increasingly affected by climate variability and anthropogenic pressures. Full article

This study examines the determinants of renewable energy consumption among BRICS countries (Brazil, Russia, India, China, South Africa, Saudi Arabia, Egypt, the United Arab Emirates, Ethiopia, Iran, and Indonesia) between 2000 and 2022. Using static (Fixed and Random Effects) and dynamic (First-Difference GMM) panel data models, the research investigates how economic, institutional, and social factors influence renewable energy transition. The results reveal structural heterogeneity within the bloc. Among the founding members, renewable energy consumption is positively associated with governance quality and trade openness, while GDP per capita exhibits a negative relationship, consistent with the Environmental Kuznets Curve hypothesis. In contrast, the new members show strong energy dependence and limited institutional capacity, with dynamic models confirming high persistence in energy consumption and weak responsiveness to economic and policy changes. Variables such as education and life expectancy were omitted in the dynamic specification due to limited temporal variation, without compromising model consistency. Diagnostic tests (Hansen, Sargan, and AR(2)) confirm the robustness of the estimates. Overall, the findings highlight the importance of strengthening institutional governance, technological innovation, and intra-bloc cooperation to advance energy transition and achieve sustainable development across the BRICS economies. Full article

Background/Objectives: Orthopaedic infections associated with implant surgery remain a major public health concern, often caused by bacterial colonization of implant surfaces. Staphylococcus epidermidis is among the most common pathogens involved. Developing antimicrobial bone implants that prevent infection without compromising bone regeneration is therefore essential. This study investigates the antimicrobial and osteointegrative performance of calcium phosphate (CaP) materials functionalized with vanillin, an essential oil component with known antimicrobial properties. Methods: Commercial CaP regenerative materials were covalently coated with vanillin. Antibacterial activity was evaluated against Staphylococcus epidermidis RP62A using viability assays. In vivo osseointegration was assessed in New Zealand female rabbits implanted with vanillin-coated and uncoated CaP scaffolds. Results: Vanillin-functionalized CaP scaffolds exhibited strong bactericidal activity at 24 h and bacteriostatic effects at 48 h at a concentration of 10 mg/mL. In vivo analyses showed no significant differences in osseointegration between vanillin-coated implants and control CaP materials. Conclusions: Vanillin-functionalized CaP materials maintain a high safety profile without impairing bone integration, supporting their potential use in clinical applications. Full article

The rapid spread of the invasive blue crab (Callinectes sapidus) in Mediterranean coastal ecosystems poses ecological and socio-economic challenges, highlighting the need to explore natural control mechanisms. We conducted controlled aquarium experiments to assess the functional size preference and feeding rates of two native Mediterranean predators: the common octopus (Octopus vulgaris) and the loggerhead sea turtle (Caretta caretta). Two sets of trials were performed: (1) size preference experiments, in which individual predators were simultaneously offered crabs of varying sizes; and (2) ad libitum feeding experiments to estimate daily consumption rates. Octopuses consumed only the soft tissues biomass (STB, ~54% of total crab biomass), reaching maximum intake rates of 454 ± 71 gWW·d⁻¹ in adult individuals. Sea turtles ingested whole crabs, including the exoskeleton, with total consumption rates up to 815 ± 592 gWW·d⁻¹ of total biomass (TB) in adults. Subadult octopuses exhibited shorter handling times for small crabs, although neither predator showed a statistically significant size preference. Our findings indicate that both predators can consume substantial amounts of blue crab biomass, but O. vulgaris—due to its higher feeding efficiency and ecological abundance—might play a more prominent role as a natural biocontrol agent. These results provide valuable insights for integrated management strategies aimed at mitigating the ecological impact of C. sapidus in the Mediterranean. Full article

Stock trading faces significant challenges due to market volatility and the complexity of integrating diverse data sources, such as financial texts and numerical market data. This paper proposes an innovative automated trading system that integrates advanced natural language processing (NLP) and deep reinforcement learning (DRL) to address these challenges. The system combines two novel components: PrimoGPT, a Transformer-based NLP model fine-tuned on financial texts using instruction-based datasets to generate actionable features like sentiment and trend direction, and PrimoRL, a DRL model that expands its state space with these NLP-derived features for enhanced decision-making precision compared to traditional DRL models like FinRL. An experimental evaluation over seven months of leading technology stocks reveals cumulative returns of up to 58.47% for individual stocks and 27.14% for a diversified portfolio, with a Sharpe ratio of 1.70, outperforming traditional and advanced benchmarks. This work advances AI-driven quantitative finance by offering a scalable framework that bridges qualitative analysis and strategic action, thereby fostering smarter and more equitable participation in financial markets. Full article

Background: Photoaging results from cumulative ultraviolet-induced damage, mainly affecting sun-exposed areas such as the face, neck, and forearms. It manifests with textural roughness, irregular pigmentation, and wrinkles, reflecting structural degeneration across cutaneous layers. Objectives: This retrospective, uncontrolled, pilot study evaluated the efficacy of a biorejuvenating intradermal treatment combining free hyaluronic acid (HA) and glycerol in improving skin quality assessed by VISIA^® CR. Secondary objectives included morphological and structural evaluation with PRIMOS 3D and LC-OCT, and exploratory clustering of post-treatment topography. Methods: Seventeen Caucasian women (45–67 years; mean 54, Fitzpatrick I–III) received HA-glycerol (CROMA Revitalis) via three-session picotage (n = 10) or two-session four-point injection (n = 7). VISIA^® CR5 (spots, wrinkles, texture, pores, UV spots, porphyrins), PRIMOS 3D (roughness, volumetric parameters), and LC-OCT (stratum corneum and epidermal thickness, DEJ undulation) were analyzed. Results: VISIA^® CR5 showed significant reductions in visible spots and porphyrins, with trends toward improvement in wrinkles and UV spots. PRIMOS 3D demonstrated qualitative improvement in most patients, and LC-OCT documented a significant increase in stratum corneum thickness with positive remodeling trends. Conclusions: This retrospective uncontrolled pilot study suggests that HA–glycerol intradermal biorejuvenation may improve multiple markers of photoaging, although conclusions are limited by sample size and short follow-up. Full article

Background/Objectives: This study aims to investigate the association between health literacy (HL) and stress among family caregivers of older adults with dementia. Methods: Older adults and their caregivers were recruited from the geriatric outpatient memory clinic of an Italian hospital. Caregiver stress was assessed using the General Health Questionnaire-12 items (GHQ-12). HL was measured using the Newest Vital Sign (NVS) and the Short Form of the Test of Functional Health Literacy in Adults (S-TOFHLA). Results: A total of 170 (71% females) caregivers, including spouses and offspring, were included in the analysis. According to the NVS, 53% demonstrated adequate HL, while 83% achieved adequate scores on the S-TOFHLA. The median GHQ-12 score was 15, with 48% presenting a score above 14, indicating higher stress levels; women reported significantly higher GHQ-12 scores than men. In a multivariate linear regression analysis adjusted for sex, education, and number of care tasks provided, the S-TOFHLA score showed a borderline association with the GHQ-12 score (B = −1.45; p = 0.064). When characteristics of the care-recipient were added to the model, the S-TOFHLA score emerged as an independent predictor of the GHQ-12 score (B = −1.41; p = 0.048), along with female caregiver sex and behavioral and psychological symptoms in the care-recipients. Exploratory analysis suggested that the association between HL and stress was present among male but not female caregivers. Conclusions: HL was associated with psychological stress in caregivers of older adults with dementia, with the relationship appearing more pronounced among male caregivers. Full article

Platelet-rich plasma (PRP), an autologous blood product concentrated with platelets and their associated growth factors, has been the subject of increasing investigation in veterinary medicine. Although it is widely used in domestic species, its use in wildlife is less well-explored, despite its potential to address complicated clinical scenarios such as traumatic injuries, chronic wounds, and orthopaedic conditions, which are frequently encountered in wild animals under human care. Expanding the evidence base for PRP in non-domestic species could therefore significantly advance clinical outcomes in rehabilitation, zoo medicine, and conservation initiatives. The aim of this scoping review was to identify and describe the existing evidence on the clinical use of PRP in wildlife. This included details on protocols, outcomes, species-specific considerations, and knowledge that is still missing. A literature search was performed using the databases PubMed, Scopus, Web of Science, and Google Scholar up to August 2025. Studies were eligible for inclusion if they reported on the preparation, application, or clinical outcomes of PRP in non-domestic animal species. This included case reports, research articles, and reviews. A total of 65 studies were finally included. The data were classified by species group (e.g., reptiles, birds, mammals) and clinical application (e.g., wound healing, orthopaedics, chronic disease management). The search identified a limited but growing body of evidence, primarily consisting of case reports and small-scale experimental studies. The application of PRP was found to have beneficial effects on wound closure, inflammation reduction, and enhanced tissue regeneration across multiple taxa. However, substantial variation existed across protocols in platelet concentration, activation methods, and application routes across protocols. Species-specific challenges, such as limited blood volume and logistical constraints in wildlife settings, were frequently noted. Current evidence suggests that PRP is a promising therapeutic tool in wildlife medicine; however, the development of standardised methodologies and the implementation of controlled clinical trials remain urgently needed. Widening its use could not only enhance animal welfare but also reinforce conservation initiatives and advance One Health strategies by generating insights with direct relevance to human medicine. Full article

The Iberian ribbed newt (Pleurodeles waltl) is a salamander in the Salamandridae family. Endemic to the Iberian Peninsula and North Africa, it is not commonly found in zoological institutions or wildlife rescue centers. As in other species, routine blood analysis of amphibians under human care is highly recommended, forming an essential component of preventive medicine and effective clinical management. However, despite the great utility of hematological parameters for the diagnosis and prevention of diseases in amphibians, the lack of reliable reference values for many species severely limits their clinical use. The aim of this study is to establish preliminary reference values (RV) for the main hematological parameters in the Iberian ribbed newt. Blood samples were taken from healthy adult individuals (n = 30), females (n = 9) and males (n = 21) maintained under controlled conditions in two zoological institutions. A complete hematological analysis was conducted, which included measurements of hematocrit, total erythrocyte and leukocyte counts, as well as a leukocyte differential. The reference intervals were established according to the guidelines provided by the American Society for Veterinary Clinical Pathology (ASVCP) for sample sizes between 20 and 40 individuals. No significant sex-related differences were detected in the hematological parameters analyzed. Despite the broad reference ranges obtained, these preliminary data provide an essential foundation for the clinical assessment and preventive medical management of P. waltl under human care. Expanding the dataset through collaboration with additional institutions will further refine and improve the accuracy and clinical utility of these reference values. Full article

Silicon carbide (SiC) power converters are attracting increasing interest due to their significant advantages in terms of efficiency, switching speed, and greater temperature tolerance compared to traditional silicon-based converters. Tools to improve the design process, such as those to predict the switching behavior of silicon carbide-based power converters, can be of great help, e.g., in studying critical electrical/thermal stress in power devices. This work aims to present an effective multi-objective optimization method to identify the main parasitic parameters of a SiC half-bridge power converter related to the board layout and device packaging. This goal was achieved by minimizing the errors between the system responses carried out by the simulated power converter and the measurements collected from a limited number of experimental tests. The feasibility and effectiveness of the method are verified by tests performed on a 1200 V, 75 A, SiC half-bridge converter. Although this methodology has been validated for a specific converter topology, it can be extended to model more complex power converter structures. Full article

In the Mediterranean region, the persimmon cultivar ‘Rojo Brillante’ may experience up to four waves of fruit drop. The first is a physiological event during fruit set that is common in woody species, while the subsequent waves are induced by rising temperatures and prolonged summer water stress. These summer drops represent the main limiting factor, leading to yield losses of up to 90%. Organ abscission is a complex process regulated by genetic, hormonal, nutritional, and environmental factors. We hypothesise that calcium (Ca) plays a protective role in the abscission zone (AZ) by inhibiting cell wall-degrading enzymes such as polygalacturonase (PG) and pectin methylesterases (PMEs). Calcium applications every 15 days from anthesis onwards significantly reduced fruit drop. Treatments preserved polar auxin transport—through DkPIN1 expression—and inhibited stage C of the abscission process, decreasing the relative expression of the DkIDL6 gene in the AZ. Moreover, PME and PG activities were significantly lower in Ca-treated fruits, confirming the stabilising effect of calcium on AZ integrity. In summary, pre-anthesis calcium sprays reduced premature fruit drop by about 30% under heat–drought stress by down-regulating key abscission genes (DkIDL6, DkPG20, DkPME41) and preserving cell wall integrity and fruit firmness, supporting the use of Ca treatments as a climate-smart approach to stabilise persimmon yield. Full article

Whale sharks seasonally aggregate in Djibouti (East Africa), supporting ecotourism activities which benefit the local community. However, the environmental factors influencing whale shark relative abundance at this site are still not well understood. Environmental drivers of immature whale shark surface sightings have been analyzed across a five-year period (2017, 2020, 2022, 2024 and 2025) in the Gulf of Tadjoura (Djibouti) using a Generalized Additive Model (GAM) and Hurdle model. Across 111 surface sightings and 83 photo-identified whale sharks, both sea surface chlorophyll-a (SSC) concentrations and sea surface temperature (SST) have significantly affected their relative abundance (p < 0.001), while wind strength appeared to have a weaker and more complex effect (p < 0.05). Whale shark surface sightings in the Gulf of Tadjoura increased when SSC and SST exceeded thresholds of 0.5 mg/m⁻³ and 26 °C, respectively. In contrast, the positive effect of wind strength ≥ 7 knots was limited, indicating that wind-driven influences on whale shark surface detections are localized and transient. Since prey abundance and distribution are the main drivers of whale shark seasonal aggregations, understanding the environmental effects on food availability at coastal locations and, consequently, on whale shark surface sightings is crucial. The present study highlights temporal and seasonal trends in whale shark sighting data, contributing to broader initiatives aimed at improving conservation and management strategies for this endangered species. Full article

Laboratory tests play a crucial role in the diagnostic process for both adults and children. Indeed, they are essential for evaluating health status and formulating effective treatment strategies in the presence of disease. However, in the case of pediatrics, distinct physiological and developmental features of children should be taken into account when compared to adults. Consequently, it is necessary to consider some factors, such as reference intervals that vary significantly at different stages of development due to sexual development, cerebral maturation, and biological and environmental influences; furthermore, it must be considered that extremely small volumes of biological samples are often necessary to obtain accurate laboratory results. Finally, timely test results are critical, especially for pediatric conditions that are treatable when diagnosed early. This review article provides a comprehensive overview of advanced diagnostic technologies, including rapid next-generation sequencing and complex point-of-care testing, within the context of pediatric laboratory medicine. Special attention is given to diagnostic tools that support neonatal and pediatric intensive care units, with a focus on how innovative technologies, particularly those utilizing artificial intelligence algorithms, can accelerate diagnostic workflows. Full article