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11 pages, 282 KB  
Article
Energy Drink Knowledge, Consumption, and Regulation Support Among Polish Medical and Non-Medical Students: A Cross-Sectional Study
by Paulina Mularczyk-Tomczewska, Tytus Koweszko, Julia Koperdowska, Ewelina Adamska and Andrzej Silczuk
Nutrients 2025, 17(21), 3430; https://doi.org/10.3390/nu17213430 (registering DOI) - 31 Oct 2025
Abstract
Background: Energy drink [ED] consumption is common among young adults and has been linked to adverse health effects and risky behaviors. This study compared medical and non-medical university students to assess whether health education influences knowledge, consumption, and attitudes toward EDs. Although medical [...] Read more.
Background: Energy drink [ED] consumption is common among young adults and has been linked to adverse health effects and risky behaviors. This study compared medical and non-medical university students to assess whether health education influences knowledge, consumption, and attitudes toward EDs. Although medical and non-medical students are not minors, their opinions on the national ban on EDs sales to individuals under 18 provide valuable insight into attitudes toward regulation. Material and Methods: A cross-sectional online survey was conducted among 871 students (42.1% medical, 57.9% non-medical). The questionnaire assessed demographics, ED consumption, knowledge, motivations, and regulatory attitudes. It was pilot-tested on 30 students to ensure clarity, and internal consistency was confirmed (Cronbach’s α = 0.78 for knowledge; α = 0.81 for attitudes). Non-parametric tests (Mann–Whitney U, Kruskal–Wallis) and chi-square analyses compared groups. Results: Participants’ mean age was 22.1 years; most were female (73.2%). Medical students demonstrated significantly better knowledge of ED ingredients (simple sugars, B vitamins, L-carnitine, electrolytes; p < 0.01) and adverse effects (e.g., irritability, dizziness, nausea; p < 0.05). However, ED consumption frequency did not differ between medical and non-medical students. The main reasons for ED use were energy and concentration; social motives were less frequent. Female students more often supported the ban on ED sales to minors and additional advertising restrictions (p < 0.001), while overall confidence in enforcement was low. Conclusions: Despite greater awareness, medical students consume EDs at rates comparable to non-medical students. Educating medical students on safe caffeine use is crucial, since shift work may promote stimulant intake. Combining targeted education with stronger enforcement could enhance the impact of regulatory policies and reduce risky consumption among young adults. Full article
(This article belongs to the Section Nutrition and Public Health)
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20 pages, 1361 KB  
Review
New Space Business: An Opportunity for Emerging Space Nations
by Walter Peeters
Businesses 2025, 5(4), 50; https://doi.org/10.3390/businesses5040050 (registering DOI) - 31 Oct 2025
Abstract
After a period of pure governmental space activities, financed by public money, space has become a commercial business with an estimated turnover of 660 billion USD in 2024 and an expected growth of more than 1.5 trillion USD by 2035. Space activities have [...] Read more.
After a period of pure governmental space activities, financed by public money, space has become a commercial business with an estimated turnover of 660 billion USD in 2024 and an expected growth of more than 1.5 trillion USD by 2035. Space activities have transferred from national prestige motives to entrepreneurial business motives. This process has been accelerated considerably with what we presently label as the New Space era. Indeed, since the year 2000, we have witnessed a number of changes in space launch approaches as well as a growing number of smallsats, CubeSats, and satellite constellations in Low Earth Orbit. As a result of these space activities becoming affordable to a large range of countries and, at present, having an important effect on STEM education and capacity building particularly in emerging space nations, there is a need to prepare the future workforce for an economy which will considerably be driven by space-based communications and applications. Indeed, there is no reason why countries, over and beyond the traditional major spacefaring nations, should not prepare for this space business era by becoming active players themselves. Various international initiatives such as the US-led Artemis and the Chinese-led ILRS initiatives support this venue and could become a strong catalyst, but an important element is to have a national space strategy implemented stepwise. A template on how to establish such a strategy is provided in this article. A discussion will analyze the rationale and arguments for emerging space nations to become part of this development, suggesting a number of further studies to enhance this approach. Full article
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17 pages, 374 KB  
Article
Segmenting Luxury Tourists Using Income and Expenditure: A Typology and Determinants from International Visitor Data
by Gyu Tae Lee, Soon Hwa Kang, Young-Rae Kim and Chang Huh
Sustainability 2025, 17(21), 9705; https://doi.org/10.3390/su17219705 (registering DOI) - 31 Oct 2025
Abstract
Understanding luxury tourists required a more comprehensive approach than traditional expenditure-based segmentation, which often overlooked travelers’ financial capacity. This study therefore aimed to develop and validate a new typology of luxury tourists by jointly analyzing income and expenditure patterns using the International Visitor [...] Read more.
Understanding luxury tourists required a more comprehensive approach than traditional expenditure-based segmentation, which often overlooked travelers’ financial capacity. This study therefore aimed to develop and validate a new typology of luxury tourists by jointly analyzing income and expenditure patterns using the International Visitor Survey of South Korea. The study addressed the need to capture both tourists’ economic capability and consumption behavior to enhance the precision of market segmentation and support sustainable destination management. Using the Jenks natural breaks classification and logistic regression, four distinct tourist types were identified: economy, spurious, scrooge, and premier, each reflecting unique combinations of income and expenditure. The results revealed that age, nationality, occupation, and trip purpose significantly influenced tourists’ classification. Younger and middle-aged professionals from East Asia were more likely to belong to high-income and high-expenditure groups, whereas Western tourists tended to spend more relative to their income. This income–expenditure typology advanced theoretical understanding of luxury tourism segmentation and provided practical insights for destination marketing organizations. The findings offered new insights for understanding how the alignment between tourists’ financial capacity and spending behavior can redefine strategies for sustainable and inclusive tourism development. Full article
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21 pages, 1379 KB  
Article
Urban Vulnerability to Food Insecurity Under Displacement Pressures: Evidence from Tigray, Ethiopia
by Yibrah Hagos Gebresilassie, Hafte Gebreslassie Gebrihet and Beyene Gebremichael Gessesow
Economies 2025, 13(11), 311; https://doi.org/10.3390/economies13110311 (registering DOI) - 31 Oct 2025
Abstract
Food insecurity remains a pressing challenge in conflict zones, where disrupted livelihoods, mass displacement, and eroded institutional support increase household risk. The armed conflict in Ethiopia’s Tigray region erupted in November 2020, devastating infrastructure, displacing over a million people, and amplifying urban hunger. [...] Read more.
Food insecurity remains a pressing challenge in conflict zones, where disrupted livelihoods, mass displacement, and eroded institutional support increase household risk. The armed conflict in Ethiopia’s Tigray region erupted in November 2020, devastating infrastructure, displacing over a million people, and amplifying urban hunger. This study assessed the effects of war-induced internal displacement on the vulnerability of urban households to food insecurity (VFI) in Tigray’s host communities. Using cross-sectional data from 560 households surveyed in May–June 2024, we computed food insecurity using the Household Food Insecurity Experience Scale (FIES) and applied ordered logit regression to identify the drivers of VFI. The findings indicate that 14.46% of households were food-secure, with 21.43%, 35.54%, and 28.57% facing mild, moderate, and severe vulnerability, respectively. Significant predictors included household head age, education, widowed status (especially for women), and humanitarian aid receipt, allied with displacement scale and conflict damages, which elevated vulnerability. These results underscore the need for integrated interventions that blend emergency aid with livelihood restoration. Policies must target at-risk groups, rebuild assets, and enhance access to education and financial resources. Ultimately, facilitating the repatriation of internally displaced persons is vital for post-conflict recovery in the Tigray and analogous settings. Full article
(This article belongs to the Topic Food Security and Healthy Nutrition)
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9 pages, 1776 KB  
Proceeding Paper
Validation of a 1D Thermodynamic Simulation of a 4-Cylinder Turbocharged DI Engine with Testbench Measurements
by György Marton, Zoltán Szávicza and András Lajos Nagy
Eng. Proc. 2025, 113(1), 23; https://doi.org/10.3390/engproc2025113023 (registering DOI) - 31 Oct 2025
Abstract
This paper presents a one-dimensional (1-D) thermodynamic engine simulation validated through testbench measurements. The objective was to evaluate the accuracy of the 1-D model by comparing simulated results with experimental data from a modern 2-L turbocharged gasoline direct injection (DI) internal combustion engine [...] Read more.
This paper presents a one-dimensional (1-D) thermodynamic engine simulation validated through testbench measurements. The objective was to evaluate the accuracy of the 1-D model by comparing simulated results with experimental data from a modern 2-L turbocharged gasoline direct injection (DI) internal combustion engine featuring variable valve timing. Key parameters such as engine speed, air–fuel ratio, temperature, and pressure were measured under controlled conditions. Using AVL BOOST, simulation modeled combustion, valve timing, and thermodynamic processes across intake and exhaust systems. Simulation results were compared with experimental data across various steady-state operating points. The model demonstrated strong agreement with experimental results in steady-state operation. A few differences highlight the need for further refinement of the model. The study confirms the effectiveness of 1-D simulations as a reliable and cost-efficient tool for engine analysis and optimization. Future work will focus on enhancing the accuracy of the simulation. Full article
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23 pages, 931 KB  
Article
Fostering Sustainability Integrity: How Social Trust Curbs Corporate Brownwashing in China
by Li Wang and Shijie Zheng
Sustainability 2025, 17(21), 9696; https://doi.org/10.3390/su17219696 - 31 Oct 2025
Abstract
This study explores the role of social trust, a critical informal institution, in mitigating corporate brownwashing—the strategic concealment of positive environmental performance. Drawing on a panel of 15,081 firm-year observations from Chinese A-share listed firms between 2010 and 2022, we operationalize brownwashing as [...] Read more.
This study explores the role of social trust, a critical informal institution, in mitigating corporate brownwashing—the strategic concealment of positive environmental performance. Drawing on a panel of 15,081 firm-year observations from Chinese A-share listed firms between 2010 and 2022, we operationalize brownwashing as a strategy where firms demonstrate substantive environmental compliance (i.e., no environmental penalties) while simultaneously practicing symbolic verbal conservatism (below-median environmental disclosure). Our empirical analysis reveals that higher regional social trust significantly curbs the propensity for firms to engage in brownwashing. This effect is not only statistically significant but also economically meaningful: a one-standard-deviation increase in social trust is associated with a 1.85 percentage point decrease in the likelihood of brownwashing. This effect operates through two key channels: enhancing stakeholder monitoring and reinforcing internal governance for environmental accountability. The impact of trust is significantly amplified under specific conditions: its role is more pronounced where formal sustainability regulations are weaker, highlighting trust as a crucial informal pillar of the sustainability governance architecture, and its inhibitory effect is strengthened when firms face higher reputational risks tied to their environmental performance. This study makes several contributions: it provides broad, cross-industry evidence on a key challenge in sustainability reporting; offers empirical support for the “trust fidelity” theory in the context of environmental disclosure; and develops a ‘channel-amplifier’ framework that advances our understanding of the complex institutional interplay required to foster corporate environmental transparency. Full article
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36 pages, 953 KB  
Review
Dengue Fever Resurgence in Iran: An Integrative Review of Causative Factors and Control Strategies
by Seyed Hassan Nikookar, Saeedeh Hoseini, Omid Dehghan, Mahmoud Fazelidinan and Ahmadali Enayati
Trop. Med. Infect. Dis. 2025, 10(11), 309; https://doi.org/10.3390/tropicalmed10110309 - 31 Oct 2025
Abstract
Dengue fever, a mosquito-borne viral disease, has become a significant global health concern in recent decades, particularly in Iran. This integrative review provides a comprehensive assessment of the epidemiological trends of dengue fever in Iran from its initial emergence to the present, identifying [...] Read more.
Dengue fever, a mosquito-borne viral disease, has become a significant global health concern in recent decades, particularly in Iran. This integrative review provides a comprehensive assessment of the epidemiological trends of dengue fever in Iran from its initial emergence to the present, identifying and evaluating factors contributing to both the emergence and re-emergence of the disease at national and international levels. The review highlights critical global determinants influencing dengue transmission, including climate change, environmental modifications, unplanned urbanization, increased international travel and trade, and the pivotal roles of public awareness and healthcare infrastructure. Climatic variables, such as rising temperatures and altered precipitation patterns, create favorable conditions for mosquito breeding, enabling vectors like Aedes aegypti and Aedes albopictus to expand into new regions. We also explore how environmental changes, unplanned urbanization and other factors further exacerbate the situation. Control strategies addressing these factors are presented. In Iran, the incidence of dengue fever is increasing, yet research remains limited. The highest number of local cases has been reported in Chabahar and Bandar Lengeh, Hormozgan and Sistan and Baluchestan Provinces, respectively. Eleven key factors—culminating in socio-cultural practices, climate change, unplanned urbanization, cross-border mobility, and gaps in vector control and healthcare infrastructure—have been identified as contributing to recent outbreaks in Iran. In conclusion, our review underscores that mitigating dengue vulnerability in Iran requires an urgent, multi-faceted strategy targeting improved urban water management, enhanced cross-border surveillance, and strengthened healthcare system capacity. Full article
(This article belongs to the Section Vector-Borne Diseases)
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35 pages, 6845 KB  
Article
Internal Induction Heating for Local Heating in Injection Molding
by Thanh Trung Do, Huynh Duc Thuan, Tran Minh The Uyen, Nguyen Thanh Hon, Pham Son Minh and Tran Anh Son
Polymers 2025, 17(21), 2906; https://doi.org/10.3390/polym17212906 - 30 Oct 2025
Abstract
This study introduces Internal Induction Heating (In-IH) as an efficient method for local mold temperature control in thin-walled polypropylene (PP) injection molding. Unlike conventional systems that are slow and energy-intensive, the insert is integrated directly into the induction circuit in the In-IH system, [...] Read more.
This study introduces Internal Induction Heating (In-IH) as an efficient method for local mold temperature control in thin-walled polypropylene (PP) injection molding. Unlike conventional systems that are slow and energy-intensive, the insert is integrated directly into the induction circuit in the In-IH system, generating eddy currents for rapid and localized heating. Numerical and experimental analyses were performed to examine the effects of insert geometry and heating parameters; it was found that thinner inserts achieved higher surface temperatures—the 0.5 mm insert reached ~550 °C, while the 2.0 mm insert reached only ~80 °C—confirming an inverse relationship between thickness and temperature. Narrower inserts (25 mm) concentrated heat more effectively, whereas wider ones yielded better temperature uniformity. The cooling conditions strongly affected the temperature gradients. Mold-filling experiments demonstrated that In-IH significantly improved the flowability of PP: at 180 °C, the 0.4 mm specimen achieved a flow length of 85.33 mm, compared with 43.66 mm for the 0.2 mm specimen. At 250–300 °C, all samples approached full filling (~100 mm). The simulation and experimental results agreed, with a maximum deviation of 10%, confirming that In-IH provides rapid, energy-efficient, and precise temperature control, thus enhancing melt flow and product quality for thin-walled PP components. Full article
(This article belongs to the Special Issue Advances in Polymer Processing Technologies: Injection Molding)
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21 pages, 1114 KB  
Article
Investigating Hybrid PLGA-Lipid Nanoparticles as an Innovative Delivery Tool for Palmitoylethanolamide to Muscle Cells
by Eleonora Maretti, Susanna Molinari, Sonia Partel, Beatrice Recchia, Cecilia Rustichelli and Eliana Leo
Pharmaceutics 2025, 17(11), 1412; https://doi.org/10.3390/pharmaceutics17111412 - 30 Oct 2025
Abstract
Background/Objectives: Palmitoylethanolamide (PEA) is an endogenous lipid mediator with endocannabinoid-like activity. Despite its therapeutic potential in muscle-related inflammatory disorders, including sarcopenia, its clinical use is limited by poor solubility and bioavailability. To overcome these issues, we developed hybrid nanoparticles combining poly(lactic-co-glycolic acid) (PLGA) [...] Read more.
Background/Objectives: Palmitoylethanolamide (PEA) is an endogenous lipid mediator with endocannabinoid-like activity. Despite its therapeutic potential in muscle-related inflammatory disorders, including sarcopenia, its clinical use is limited by poor solubility and bioavailability. To overcome these issues, we developed hybrid nanoparticles combining poly(lactic-co-glycolic acid) (PLGA) and lipids to enhance PEA encapsulation and ok delivery. Methods: PEA-loaded hybrid nanoparticles (PEA-Hyb-np) were produced via a modified single-emulsion solvent evaporation method using stearic acid and Gelucire® 50/13 as lipid components. Characterization included particle size, morphology, PDI, and zeta potential, as well as DSC, FT-IR, and XRD analyses. For the biological evaluation in a C2C12 myoblasts cell culture, coumarin-6-labeled nanoparticles were employed. Results: PEA-Hyb-np showed mean particle sizes of ~150 nm, with internal lipid–polymer phase separation. This structure enabled high encapsulation efficiency (79%) and drug loading (44.2 mg/g). Drug release in physiological and non-physiological media was enhanced due to drug amorphization, confirmed by DSC, FT-IR, and XRD analyses. Cytocompatibility studies showed no toxicity and improved cell viability compared to unloaded nanoparticles. Cellular uptake studies by confocal microscopy and flow cytometry demonstrated efficient and time-dependent internalization. Conclusions: PEA-Hyb-np represent a promising delivery platform to improve the solubility, bioavailability, and therapeutic efficacy of PEA for muscle-targeted applications. Full article
21 pages, 4735 KB  
Article
Advancing Sustainable Production of High-Performance Cellulose Pulps
by María Guadalupe Morán-Aguilar, Iván Costa-Trigo, Gabriela A. Bastida, André Mazega, Josep Duran, José Manuel Domínguez and Fabiola Vilaseca
Materials 2025, 18(21), 4968; https://doi.org/10.3390/ma18214968 - 30 Oct 2025
Abstract
With a growing demand for renewable resources in high-performance materials, sustainable methods are preferred for their lower environmental impact and alignment with circular economy principles. Among these, enzymatic hydrolysis remains relatively underexplored yet shows strong potential for cellulose fibrillation, offering a promising route [...] Read more.
With a growing demand for renewable resources in high-performance materials, sustainable methods are preferred for their lower environmental impact and alignment with circular economy principles. Among these, enzymatic hydrolysis remains relatively underexplored yet shows strong potential for cellulose fibrillation, offering a promising route that may lower energy requirements by minimizing the need for extensive refining compared to conventional mechanical or chemical approaches. In this study, enzyme cocktails rich in cellulase and xylanase were applied to three industrial pulps, sulphite, bleached Kraft eucalyptus and thermomechanical pine, to produce high-performance cellulose pulps. Treatments were carried out using varying enzyme loads (5–40 filter paper units per gram of dry pulp, FPU/gdp) and reaction times (1–16 h). The resulting chemical composition, structural morphology, and physical–mechanical properties were systematically evaluated. The findings revealed that pulp composition strongly influenced enzymatic treatment, affecting surface fibrillation, fibre aggregation, swelling, and fibre shortening. Under optimized conditions, enzymatic pretreatment significantly enhanced paper performance, with improvements in tensile strength, air permeability, hydrophobicity, and internal bonding. Overall, enzymatic hydrolysis represents a sustainable solution and a strategy which could reduce energy expenditures to high-performance cellulose pulps, suitable as reinforcing fibres in packaging applications. Full article
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21 pages, 1636 KB  
Article
Research on Regional Resilience After Flood-Waterlogging Disasters Under the Concept of Urban Resilience Based on DEMATEL-TOPSIS-AISM
by Hong Zhang, Jiahui Luo and Wenlong Li
Sustainability 2025, 17(21), 9677; https://doi.org/10.3390/su17219677 - 30 Oct 2025
Abstract
Under the dual pressures of global climate change and accelerated urbanization, the impacts of flood disasters on urban systems are becoming increasingly pronounced. Enhancing regional resilience has emerged as a critical factor in achieving sustainable urban development. Compared with existing methods such as [...] Read more.
Under the dual pressures of global climate change and accelerated urbanization, the impacts of flood disasters on urban systems are becoming increasingly pronounced. Enhancing regional resilience has emerged as a critical factor in achieving sustainable urban development. Compared with existing methods such as CRITIC–Entropy, PCA–AHP, or SWMM-based resilience evaluations, grounded in urban resilience theory, this study takes Fangshan District in Beijing as empirical research to construct a post-flood disaster resilience evaluation index system spanning five dimensions (ecological, social, engineering, economic, and institutional) and leverages the integrated DEMATEL-TOPSIS-AISM model to synergistically identify key drivers, evaluate performance, and uncover internal hierarchies, thereby overcoming the limitations of existing research approaches. The findings indicate that the DEMATEL analysis identified the frequency of heavy rainfall (a12 = 0.889) and the proportion of flood disaster information databases (c51 = 1.153) as key driving factors. The TOPSIS assessment reveals that Fangshan District exhibits the strongest resilience in the economic dimension (Relative Closeness C = 0.21200), while the institutional dimension is the weakest (C = 0.00000), the AISM model constructs a hierarchical topology from a cause–effect priority perspective, elucidating the causal relationships and transmission mechanisms among factors across different dimensions. This study pioneers a novel perspective for urban resilience assessment, thereby establishing a theoretical foundation and practical references for enhancing flood resilience and advancing resilient city development. Full article
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27 pages, 538 KB  
Article
How Does ESG Performance Enhance the Export Competitiveness of Chinese Manufacturing?
by Jiatong Wu, Lisheng Yang, Ben Wang and Yameng Liu
Sustainability 2025, 17(21), 9684; https://doi.org/10.3390/su17219684 (registering DOI) - 30 Oct 2025
Abstract
As global attention to sustainable development grows, the role of Environmental, Social, and Governance (ESG) practices is becoming increasingly prominent across various industries, particularly in export-oriented sectors. This paper examines the impact of ESG performance on the export competitiveness of Chinese manufacturing enterprises. [...] Read more.
As global attention to sustainable development grows, the role of Environmental, Social, and Governance (ESG) practices is becoming increasingly prominent across various industries, particularly in export-oriented sectors. This paper examines the impact of ESG performance on the export competitiveness of Chinese manufacturing enterprises. By analyzing data from 9641 A-share listed manufacturing companies between 2011 and 2021, along with ESG ratings from the Huazheng database, this study investigates how ESG performance influences export competitiveness through financing constraints and risk-taking behavior. In the baseline regressions, ESG performance is positively associated with both the export sophistication index (ESI, coefficient = 0.0132, p < 0.05) and the log of export value (EXPORT, coefficient = 0.0241, p < 0.01). The findings show that superior ESG performance significantly enhances export competitiveness by reducing financing constraints and increasing risk tolerance. Further analysis reveals that the effect of ESG performance is stronger in regions with poorer business environments and among firms with lower institutional investor ownership. This study provides empirical evidence on how Chinese enterprises can enhance their international competitiveness through ESG practices, offering valuable insights for policymakers and business leaders seeking to integrate ESG and boost export competitiveness. Full article
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36 pages, 1661 KB  
Article
Mechanistic-Empirical Analysis of LDPE-SBS-Modified Asphalt Concrete Mix with RAP Subjected to Various Traffic and Climatic Loading Conditions
by Muhammad Haris, Asad Naseem, Sarfraz Ahmed, Muhammad Kashif and Ahsan Naseem
Infrastructures 2025, 10(11), 288; https://doi.org/10.3390/infrastructures10110288 - 30 Oct 2025
Abstract
The current global economic challenges and resource scarcity necessitate the development of cost-effective and sustainable pavement solutions. This study investigates the performance of asphalt mixtures modified with Low-Density Polyethylene (LDPE) and Styrene–Butadiene–Styrene (SBS) as binder modifiers, and Hydrated Lime (Ca(OH)2) and [...] Read more.
The current global economic challenges and resource scarcity necessitate the development of cost-effective and sustainable pavement solutions. This study investigates the performance of asphalt mixtures modified with Low-Density Polyethylene (LDPE) and Styrene–Butadiene–Styrene (SBS) as binder modifiers, and Hydrated Lime (Ca(OH)2) and Reclaimed Asphalt Pavement (RAP) as aggregate replacements. The research aims to optimize the combination of these materials for enhancing the durability, sustainability, and mechanical properties of asphalt mixtures under various climatic and traffic conditions. Asphalt mixtures were modified with 5% LDPE and 2–6% SBS (by bitumen weight), with 2% Hydrated Lime and 15% RAP added to the mix. The performance of these mixtures was evaluated using the Simple Performance Tester (SPT), focusing on rutting, cracking, and fatigue resistance at varying temperatures and loading frequencies. The NCHRP 09-29 Master Solver was employed to generate master curves for input into the AASHTOWare Mechanistic-Empirical Pavement Design Guide (MEPDG), allowing for an in-depth analysis of the modified mixes under different traffic and climatic conditions. Results indicated that the mix containing 5% LDPE, 2% SBS, 2% Hydrated Lime, and 15% RAP achieved the best performance, reducing rutting, fatigue cracking, and the International Roughness Index (IRI), and improving overall pavement durability. The combination of these modifiers showed enhanced moisture resistance, high-temperature rutting resistance, and improved dynamic modulus. Notably, the study revealed that in warm climates, thicker pavements with this optimal mix exhibited reduced permanent deformation and better fatigue resistance, while in cold climates, the inclusion of 2% SBS further improved the mix’s low-temperature performance. The findings suggest that the incorporation of LDPE, SBS, Hydrated Lime, and RAP offers a sustainable and cost-effective solution for improving the mechanical properties and lifespan of asphalt pavements. Full article
22 pages, 1718 KB  
Article
Assessment of Sustainability Practices in Recently Constructed Commercial Buildings in Ethiopia
by Meheretab Yigzaw, Asregedew Woldesenbet, Asmamaw Shiferaw and Solomon Belay
Buildings 2025, 15(21), 3915; https://doi.org/10.3390/buildings15213915 - 30 Oct 2025
Abstract
Amid increasing global focus on sustainable development, the integration of sustainability into the construction sectors of developing countries remains underexplored, with Ethiopia’s rapid urban growth offering a vital case for study. This research assesses the level of sustainability practices incorporated into recently constructed [...] Read more.
Amid increasing global focus on sustainable development, the integration of sustainability into the construction sectors of developing countries remains underexplored, with Ethiopia’s rapid urban growth offering a vital case for study. This research assesses the level of sustainability practices incorporated into recently constructed medium- and large-scale commercial buildings in urban Ethiopia, utilizing a locally adapted, indicator-based assessment framework. Based on international standards, national sustainability goals, and expert insights, an initial set of 36 indicators was refined by 41 experts through Likert-scale surveys and the Relative Importance Index (RII), resulting in a core set of 24 prioritized indicators covering environmental, social, and economic dimensions. The framework was applied to 23 purposefully selected commercial buildings, categorized by gross floor area into medium (5000–20,000 m2) and large (>20,000 m2) groups, according to local definitions. Results reveal very low adoption of sustainability practices across both groups, with over 70% of buildings scoring below 15%, highlighting a significant gap in sustainable construction. This study presents a context-specific, empirically based evaluation tool aligned with Ethiopia’s expanding sustainable building initiatives. It establishes key benchmarks for policymaking, supports targeted efforts, and enhances the broader understanding of sustainability practices in developing countries. Full article
(This article belongs to the Section Construction Management, and Computers & Digitization)
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16 pages, 579 KB  
Article
IGSMNet: Ingredient-Guided Semantic Modeling Network for Food Nutrition Estimation
by Donglin Zhang, Weixiang Shi, Boyuan Ma, Weiqing Min and Xiao-Jun Wu
Foods 2025, 14(21), 3697; https://doi.org/10.3390/foods14213697 - 30 Oct 2025
Abstract
In recent years, food nutrition estimation has received growing attention due to its critical role in dietary analysis and public health. Traditional nutrition assessment methods often rely on manual measurements and expert knowledge, which are time-consuming and not easily scalable. With the advancement [...] Read more.
In recent years, food nutrition estimation has received growing attention due to its critical role in dietary analysis and public health. Traditional nutrition assessment methods often rely on manual measurements and expert knowledge, which are time-consuming and not easily scalable. With the advancement of computer vision, RGB-based methods have been proposed, and more recently, RGB-D-based approaches have further improved performance by incorporating depth information to capture spatial cues. While these methods have shown promising results, they still face challenges in complex food scenes, such as limited ability to distinguish visually similar items with different ingredients and insufficient modeling of spatial or semantic relationships. To solve these issues, we propose an Ingredient-Guided Semantic Modeling Network (IGSMNet) for food nutrition estimation. The method introduces an ingredient-guided module that encodes ingredient information using a pre-trained language model and aligns it with visual features via cross-modal attention. At the same time, an internal semantic modeling component is designed to enhance structural understanding through dynamic positional encoding and localized attention, allowing for fine-grained relational reasoning. On the Nutrition5k dataset, our method achieves PMAE values of 12.2% for Calories, 9.4% for Mass, 19.1% for Fat, 18.3% for Carb, and 16.0% for Protein. These results demonstrate that our IGSMNet consistently outperforms existing baselines, validating its effectiveness. Full article
(This article belongs to the Section Food Nutrition)
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