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Open Access

Review

20 January 2026

Porous Carbon-Based Adsorbents for CO2 Sequestration from Flue Gases: Tuning Porosity, Surface Chemistry, and Metal Impregnation for Sustainable Capture

Escalating atmospheric CO2 levels and the consequent climate crisis have become urgent imperatives for advancing efficient carbon capture technologies. Porous carbon adsorbents stand out as a leading candidate in this field, owing to their inherently high specific surface areas, tailorable pore architectures, and cost advantages over conventional solid adsorbents. This review focuses on recent progress in the rational engineering of porous carbons for boosted CO2 capture performance, with a particular emphasis on three complementary modification pathways: pore structure refinement, surface functional group regulation, and metal oxide incorporation. We begin by clarifying the distinct mechanisms of CO2 physisorption and chemisorption on carbonaceous surfaces, while also elucidating how key operating parameters (temperature, pressure) and real-world flue gas components (e.g., water vapor, SO2) modulate adsorption behavior. Critical evaluation is then given to strategies for enhancing three core performance metrics—CO2 uptake capacity, selectivity over N2, and cyclic stability—including the construction of sub-nanometer micropores (<0.8 nm) for efficient low-pressure CO2 capture, the introduction of nitrogen- and oxygen-containing moieties to strengthen dipole–quadrupole interactions with CO2 molecules, and the loading of alkaline metal oxides (e.g., MgO, CaO) to enable reversible chemisorption, which is especially beneficial under humid conditions. Finally, we outline the key challenges that hinder the practical application of porous carbon adsorbents, such as the design of hierarchical pores for both high uptake and fast mass transfer, the precise control of heteroatom doping sites and concentrations, and the mitigation of competitive adsorption in complex multicomponent flue gases. Corresponding future research priorities are also proposed, with a focus on scalable and sustainable synthesis routes using biomass or waste precursors. Ultimately, this review seeks to provide targeted insights for the rational design of high-performance porous carbon adsorbents, thereby accelerating their deployment in sustainable CO2 capture systems.

Keywords: CO2 capture; Porous carbon adsorbents; Porosity tuning; Surface modification; Metal impregnation; Sustainable technology
Green Chem. Technol.
2026,
3
(1), 10003; 
Open Access

Article

19 January 2026

Advancing Youth Engagement in Agriculture: A Cross-National Comparative Policy Analysis and Framework for Sustainable Rural Development

Youth engagement in agriculture has emerged as a critical issue for sustainable agri-food systems, yet policies remain fragmented and uneven across countries. This paper presents a comparative case study of four national contexts to assess how governments address or neglect the challenges young people face in the agricultural sector. Using a desk-based review of policy documents, reports, and secondary literature, this study critically compares the policy environments of Uganda, Cameroon, Nigeria, and Italy. It explores the role of youth in agriculture and rural development by identifying gaps in institutional support, policy coherence and access to resources, while also highlighting areas of innovation and promising practices. This paper develops a conceptual framework to capture the key aspects necessary to increase youth participation in agriculture and rural development. The framework emphasises the importance of integrated strategies combining structural access, system-level integration, youth agency, and institutional capacity. Overall, this cross-country analysis aims to enhance the understanding of youth-in-agriculture policy environments, providing a roadmap for future policy-making and the development of sustainable rural communities.

Keywords: Youth engagement; Agriculture; Policy analysis; Rural development; Sustainable agri-food systems
Rural Reg. Dev.
2026,
4
(1), 10003; 
Open Access

Article

16 January 2026

Operation Management Optimization of Hydropower Stations Based on Big Data Technology: A Case Study of X Hydropower Station Group

In the operation management of hydropower stations, uneven scheduling often leads to issues such as resource wastage and unequal energy distribution; big data technology offers a new approach for optimizing the scheduling of hydropower stations in the information era. Taking the X Hydropower Station Group as a case study, this paper explores data acquisition, cleaning, clustering analysis, and the formulation of seasonal scheduling strategies to enhance the efficient utilization of hydropower resources and ensure the stable operation of the power grid. K-means clustering analysis is applied to explore typical output curves of cascaded hydropower stations, revealing the relationships between water levels, inflow rates, and load rates. Furthermore, a grey prediction model is developed to forecast future load rates, providing robust data support for short-term operational scheduling plans. The research not only improves monitoring and decision-support capabilities but also enhances the adaptability and response speed to seasonal changes, ensuring the stability and reliability of the power supply.

Keywords: Hydropower station operation management; Big data; Clustering analysis; Seasonal scheduling; Grey prediction model; Intelligent maintenance
Smart Energy Syst. Res.
2026,
2
(1), 10001; 
Open Access

Article

15 January 2026

The Role of Empathy in Resource Control Strategy Selection and Social Dominance in Early Childhood

This cross-sectional study examined the associations between affective and cognitive empathy, resource control strategies (RCS), resource control success, and social dominance in preschool children, within the framework of resource control theory. Ninety-two children (ages 4–5) completed assessments of empathy, while teachers rated their prosocial and aggressive behaviors, prosocial and coercive RCS, resource control success, and social dominance. Hierarchical regression analyses indicated that prosocial resource control strategies uniquely predicted children’s resource control success, whereas social dominance, examined as a distinct social status outcome, was explained by a combination of prosocial and coercive strategies, general prosocial behavior, and resource control success. Affective empathy was positively related to both types of RCS, while cognitive empathy moderated the link between affective empathy and coercive RCS. These findings highlight the dual potential of empathy in early peer relations, suggesting that empathy may facilitate both cooperative and coercive tactics in the pursuit of social influence. The findings also underscore the need to distinguish between behavioral strategies, their effectiveness, and broader social status outcomes when examining early social dominance. Implications for interventions that cultivate constructive applications of empathy are discussed.

Keywords: Resource control; Social dominance; Resource control strategy; Empathy; Early childhood
Lifespan Dev. Ment. Health
2026,
2
(1), 10001; 
Open Access

Article

14 January 2026

Large-Scale Language Model Assisted Construction of Multi-Source Heterogeneous Knowledge Graphs for Marine Renewable Energy

Marine renewable energy systems, particularly offshore wind and photovoltaic (PV) installations, generate large volumes of heterogeneous maintenance texts. However, the resulting knowledge remains fragmented due to dispersed sources, diverse formats, and domain-specific terminology. To address these challenges, this study proposes a large-scale language model assisted methodology for constructing a multi-source heterogeneous knowledge graph for intelligent operation and maintenance (O&M). The method integrates unified document preprocessing, domain-oriented prompt engineering, large-scale language model–based entity and relation extraction, and multi-level entity normalization. It systematically transforms unstructured documents (e.g., standards, procedures, manuals, inspection records, and environmental reports) into structured triples, enabling the construction of a dynamically evolving O&M knowledge graph. A rigorous ablation study on real-world offshore wind and PV datasets demonstrates that the proposed workflow exhibits exceptional robustness against OCR noise (e.g., scanned artifacts, stamps, and signatures) and substantially improves extraction volume, accuracy, and coverage compared with traditional methods. In particular, combining high-quality preprocessing and optimized prompts yields the most reliable and semantically coherent results. The study provides a practical technical pathway for automated knowledge management in marine renewable energy and offers a foundation for future applications in intelligent diagnostics, predictive maintenance, and digital-twin systems.

Keywords: Knowledge graph construction; Operation and maintenance; Large-scale language models; Marine renewable energy
Mar. Energy Res.
2026,
3
(1), 10002; 
Open Access

Article

09 January 2026

Corrosion Behaviors of Aluminate Coatings on Mg Alloy AE44

Chromate-based corrosion protection, such as that on aluminum (Al), magnesium (Mg), titanium (Ti), and other alloys, has often been used with some success. Considering the pollution problem associated with chrome, it is necessary to search for an alternative process to conventional chromate coating technology. Plasma electrolytic oxidation processing (PEO) is an emerging, environmentally friendly surface engineering technique. The study in this article was to utilize the PEO technology to deposit aluminate coatings on magnesium alloy AE44 for corrosion protection. Potentiodynamic polarization measurements and electrochemical impedance tests were performed to investigate corrosion behaviors of coated and uncoated AE44 alloy samples immersed in 3.5 wt% NaCl solution. The surfaces of coated and uncoated samples before and after corrosion tests were observed by scanning electron microscopy (SEM). SEM and energy dispersive spectroscopy (EDS) and X-ray diffractometry (XRD) were used to study the effect of PEO coatings on the surface morphology change of the alloy in association to their corrosion behaviors. The differences in corrosion behaviors under different electrical parameters of aluminate-based coatings on Mg alloy AE44 were elucidated through potentiodynamic polarization measurements, complemented by SEM and EDS analysis.

Keywords: Coatings; Mg alloy AE44; Plasma; Corrosion; Aluminate
Adv. Mat. Sustain. Manuf.
2026,
3
(1), 10001; 
Open Access

Review

08 January 2026

Synthetic Biology-Inspired Biocontainment Strategies of Therapeutic Genetically Engineered Bacteria

With the rapid expansion of synthetic gene technologies and engineered bacteria for disease diagnosis or therapy, biosafety concerns have intensified. Substantial efforts have therefore been directed toward developing biocontainment systems that prevent the unintended release of engineered microorganisms and the horizontal transfer of synthetic genetic elements into natural ecosystems. Recent advances in synthetic biology have yielded a diverse suite of biocontainment strategies, including engineered biosafety genetic circuits, genetic isolation approaches, targeted degradation of genetic material, and physical encapsulation of microbial chassis. Furthermore, the incorporation of unnatural nucleic acids and noncanonical amino acid-based orthogonal replication, transcription, and translation systems has markedly improved the robustness and orthogonality of these containment platforms. In this review, we summarize the latest developments in biocontainment strategies for genetically engineered bacteria and discuss how these innovations may address current and emerging biosafety challenges.

Keywords: Biocontainment; Biosafety; Horizontal gene transfer; Auxotrophy; Unnatural nucleic acid; Noncanonical amino acid
Synth. Biol. Eng.
2026,
4
(1), 10001; 
Open Access

Article

08 January 2026

Bioaccessibility Evaluation by In Vitro Digestion of Microencapsulated Extracts of Habanero Pepper Leaves Obtained Through an Optimized Spray-Drying Process

Habanero pepper (Capsicum chinense Jacq.) leaves, a major by-product of pepper cultivation in the Yucatán Peninsula, are an underexploited source of phenolic compounds with relevant antioxidant potential. In this work, phenolic-rich extracts obtained with a choline chloride–glucose Natural Deep Eutectic Solvent (NADES) and ultrasound-assisted extraction were microencapsulated by spray-drying using maltodextrin and Guar gum. The microcapsules were analyzed using Raman spectroscopy, total polyphenol content (TPC), and antioxidant capacity (Ax), and were subsequently subjected to in vitro gastrointestinal digestion to assess their bioaccessibility. Raman spectra confirmed the formation of a maltodextrin–Guar-gum matrix with broad glycosidic bands (480–1450 cm1) and CH-stretching at ≈2900 cm−1, indicative of polymer–phenolic interactions. From de experimental design, the formulation containing 5% Guar gum at 100 °C reached the highest intestinal TPC (31.00 ± 0.30 mg GAE/100 g powder) and increased TPC bioaccessibility at the intestinal phase (283.28 ± 3.22%), evidencing efficient enzymatic release of bound phenolics. The greatest pre-digestion antioxidant capacity (19.56 ± 0.33% DPPH inhibition) corresponded to 7.5% GG at 104 °C, while intestinal antioxidant recovery peaked at 17.34 ± 0.14% (7.8% GG, 89.4 °C). The optimal TPC bioaccessibility value obtained was 358.3%, under optimal spray-drying conditions, consisting of 4% guar gum and an inlet temperature of 104 °C. Overall, the synergy between NADES-based extraction and optimized spray-drying enabled a stable, digestion-responsive encapsulation system that substantially enhanced phenolic retention and intestinal bioaccessibility, supporting its application as a sustainable strategy to valorize C. chinense leaves into antioxidant-rich functional ingredients.

Keywords: Natural deep eutectic solvents; Spray drying; Microencapsulation; Capsicum chinense; Polyphenols; Antioxidant capacity; Bioaccessibility; In vitro digestion
Open Access

Article

04 January 2026

Relationship between Pushing Force and Improvement in Total Active Motion in Training with Finger Extensor Facilitation Training Device “iPARKO-2”

The recovery of hand function in chronic stroke survivors is challenging because of finger complexity and post-stroke spasticity. This study developed iPARKO-2, a novel device that simulates the manual finger extensor facilitation technique while overcoming the limitations of the original device. iPARKO-2 enables the simultaneous fixation of the index through the little fingers and applies resistance from the proximal phalanges, allowing training in patients with strong fingertip spasticity. This study is a pilot study aimed at technical validation and feasibility. Five participants underwent training at three distinct target-pushing force levels. Concurrently, their active range of motion and extensor muscle activity were measured. The results show a direct correlation between the increased pushing force and the improvement in total active motion. Furthermore, the level of muscle activity exhibited a positive correlation with the extent of the observed improvement. iPARKO-2 also reduced the fixation time and enhanced usability. These findings suggest that iPARKO-2 effectively enhances voluntary hand movements and that pushing force is a key factor in determining training efficacy.

Keywords: Chronic hemiplegic; Finger extensor muscle; Hand rehabilitation; Maximum voluntary contraction; Muscle activity; Rehabilitation device
Intell. Rehabil. Eng.
2026,
1
(1), 10002; 
Open Access

Article

31 December 2025

Comparative Transcriptome Analyses Highlight Distinct Pathogenetic Mechanisms for Pleuropulmonary Blastoma and Congenital Pulmonary Airway Malformations

Pleuropulmonary blastoma (PPB) and congenital pulmonary airway malformations (CPAM) are two rare cystic lung diseases occurring in childhood. PPB can evolve from a low-grade epithelial cyst lesion to a high-grade sarcoma with a poor prognosis, whereas CPAM usually has a favorable non-tumorous outcome. Clinical similarities complicate diagnosis and may delay appropriate care. PPB is associated with DICER1 mutations that disturb miRNA biogenesis, altering the miRNA repertoire. Conversely, KRAS mutations are detected in CPAM, but their implication remains unclear. To decipher the mechanisms underlying these diseases, we undertook a comprehensive analysis of molecular variations in CPAM and PPB lung lesions using genome-wide RNA-seq and miRNA-seq assays. Each pathology displayed a distinct expression profile revealing a unique etiology. CPAM presented misexpression of bronchial epithelial markers correlating with KRAS mutation, while changes in expression of distal lung epithelial and mesenchymal markers were PPB-specific. PPB also exhibited abnormal gain of expression of developmental transcription factors, likely due to perturbed Polycomb Repressive Complex 2 (PRC2) activity. Overexpression of miR-323a-3p, which targets the PRC2 subunit EED, correlated with decreased EED expression. Together, these observations propose a PPB pathogenetic mechanism connecting DICER1 mutations and altered miRNA profile to defective PRC2 activity, misexpression of developmental transcription factors, and cancer.

Keywords: Pleuropulmonary blastoma; Congenital pulmonary airway malformations; DICER syndrome; Lung development; microRNA
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