Search Results (12,686)

The widespread adoption of renewable energy generation and diversified end-user equipment has significantly enhanced user benefits, attracting sustained attention from the research community. As energy systems become increasingly decentralized, traditional centralized optimization methods struggle to effectively capture the interactions among multiple agents. Achieving efficient interaction between diversified energy devices and load demands has emerged as a key challenge in current research. This study first outlines the system operation architecture and the involved game-theoretic agents, clarifying the roles of all participating entities. Subsequently, optimization models are established for the Virtual Power Plant (VPP) and the user aggregator, respectively, incorporating an integrated electro-thermal demand response mechanism under multi-device scenarios. By analyzing the Stackelberg game between the VPP and end-users, the existence of a unique equilibrium solution for this game is demonstrated. Simulations are conducted on the MATLAB R2021b platform using the YALMIP 20210331 toolbox and the CPLEX solver, with heuristic algorithms applied to further optimize the results. The proposed model effectively balances the interests of both parties while maintaining robust privacy protection for critical data. Full article

Utilizing bamboo residues for the cultivation of Stropharia rugosoannulata is an ecological practice grounded in the concept of agricultural waste recycling, aiming to improve soil microecology and enhance nutrient cycling in bamboo forests. However, a comprehensive and systematic evaluation of the ecological effects of using bamboo residues as cultivation substrates is lacking. To evaluate soil responses following the cultivation of S. rugosoannulata, a field experiment was conducted using bamboo residues pre-fermented with 4% rapeseed cake. The results showed that cultivating S. rugosoannulata with rapeseed cake-fermented bamboo residues significantly enhanced soil nutrient levels and enzyme activities. Notable increases were observed in soil organic carbon, total nitrogen, available nitrogen, and total potassium, as well as in the activities of sucrase, urease, peroxidase, polyphenol oxidase, and neutral protease. Both bacterial and fungal α-diversity were significantly enhanced, and substantial shifts occurred in the community structure and composition of soil microbiota. Metabolomic analysis revealed that significantly differential metabolites were primarily enriched in five key pathways, including purine metabolism, glycerolipid metabolism, biosynthesis of plant secondary metabolites, and starch and sucrose metabolism. Correlation analyses further revealed that specific microbial taxa (four bacterial genera and seven fungal genera) exhibited strong correlations with soil nutrient indicators, whereas another group of taxa (six bacterial phyla and eight fungal genera) was closely linked to soil enzyme activities. Furthermore, bacterial communities were significantly correlated with metabolite variations after substrate addition. Specifically, Firmicutes showed strong positive correlations with multiple metabolites, whereas Planctomycetes exhibited negative correlations with some of the same metabolites, indicating potential competitive interactions. Based on these findings, this study proposes a preliminary “Microbe–Enzyme–Metabolite–Nutrient” coupling cycle, driven by the synergistic interplay among bamboo residues, hypha–microbiome complex, soil enzymes, and functional metabolites. This mechanism provides a scientific explanation for the soil health improvements observed during S. rugosoannulata cultivation and offers theoretical support for the efficient utilization of bamboo waste and maintenance of forest ecosystem stability. Full article

Membrane bioreactors (MBRs) exhibit highly variable removal efficiencies for pharmaceutical metabolites and organic micropollutants, even under similar operating conditions. Diclofenac and carbamazepine, for instance, show elimination rates that differ markedly across installations and studies. The membrane’s separation parameters—pore size, diameter, or structure—and the chemical nature of its material do not fully explain these differences. Instead, processes at the sludge–membrane interface, particularly sorption and biofilm-related interactions, appear to dominate. Recent studies indicate that MBR performance depends largely on events at the membrane surface: microbial adhesion mechanisms, biofilm development, and community organization. Better pollutant removal stems from prolonged contact with the biofilm and transformation within this layer, not from mechanical filtration alone. Here, we examine membrane surface modification strategies using biopolymers (cellulose, chitosan, and alginate) and their effects on membrane–biofilm interactions. Research suggests that effective biopolymer coatings for MBRs must stabilize the hydration layer, maintain near-neutral surface charge, show moderate cross-linking density for durability and flexibility, and create controlled nanotopography that favors porous, active biofilms over compact sludge layers. This understanding supports the development of durable, low-energy MBR membranes with improved stability and more predictable micropollutant removal in real-world applications. Full article

Seed germination represents the initial stage of the plant life cycle and directly affects subsequent plant establishment. Mold infestation is a major cause of reduced germination rate, yet effective and safe control methods are still lacking. Thus, developing effective strategies to ensure healthy seed germination is of critical importance. This study investigated the effect of priming with silver nanoparticles (AgNPs) on the germination rate of Bupleurum chinense seeds and on mold suppression. Additionally, we aimed to clarify the underlying microbial mechanism through high-throughput sequencing of the internal transcribed spacer (ITS) region. Seeds primed with 15 mg/L AgNPs exhibited a significantly increased germination rate of 71.67% (vs. 58.90% in control) and reduced mold incidence to 16.46% (vs. 31.01%). The ITS sequencing revealed that AgNPs significantly reduced the Shannon index to 3.60 (vs. 4.04) and decreased the abundance of potential pathogens. Co-occurrence network analysis demonstrated that AgNPs simplified the fungal network and reduced the natural connectivity to 22.35 (vs. 39.38). Topological analysis identified five keystone hub genera (e.g., Trichosporon, Podospora), whose suppression indicates their critical roles in network maintenance. This study provides evidence supporting the application of AgNPs in seed germination and offering a foundation for addressing germination challenges in mold-susceptible seeds. Full article

Microclimate and built environment jointly influence outdoor activities among the elderly. However, existing studies largely focus on a single season or environmental factor, lacking a comprehensive analysis of seasonal variation and multi-factor coupling effects. This paper investigates the seasonal interaction effects of microclimate and built environment on elderly outdoor activities, with implications for elderly-friendly urban design. Using a typical residential neighbourhood in Xi’an as a case, we constructed a multi-source spatio-temporal dataset through high-density microclimate monitoring in winter and summer, fine-grained POI mapping, and computer-vision-based behavioural annotation. Generalised Additive Models (GAM) and SHAP analysis were employed for modelling and mechanism exploration. The results show that: (1) Elderly activity patterns exhibit a fundamental seasonal reversal—characterised as “sun-seeking and wind-avoiding” in winter and “shade-seeking and wind-pursuing” in summer; (2) Environmental factors exhibit marked nonlinear and threshold-dependent influences that vary by season; (3) Microclimate and built environment elements demonstrate synergistic interaction effects, especially pronounced in summer. Quantitatively, GAM and SHAP analyses indicate that the “effective service radius” of Elderly-Friendly POIs (defined as the threshold where positive influence approaches zero) contracted from approximately 45–50 m in winter to 35–40 m in summer, while their peak promotional effect occurred at 20–25 m. Positive POIs exhibited a significantly shorter influence range, and Negative POIs demonstrated negligible distance-dependent effects. This study confirms a “seasonal dynamic interaction” mechanism and proposes the adaptive design strategy of “sunlight and wind-shelter pockets—shade and ventilation corridors,” offering empirical and methodological support for climate-responsive elderly-friendly community planning. Full article

A novel approach for analyzing the structural integrity and operational vulnerability of complex networks using intuitionistic fuzzy graphs has been modeled. While traditional fuzzy graph metrics focus primarily on existence, they fail to capture the holistic systemic impact of failures. To overcome this limitation, a scalar-based measure of nodal importance that integrates both existence (membership degree) and non-existence (non-membership degree) values of incident edges into a single critical metric has been developed. The proposed indices demonstrate enhanced sensitivity to network perturbations compared to conventional degree centrality measures, capturing latent vulnerabilities in critical infrastructure topologies. Based on this, two indices are proposed: Intuitionistic Fuzzy Degree Index and Intuitionistic Edge Interaction Index. These indices quantify the total system activity, stress dispersion, overall network cohesiveness, and potential for cascading failure propagation. When applied to synthetic core-periphery networks, the proposed indices identified critical nodes with superior discrimination capability compared to existing fuzzy graph metrics, revealing that removal of identified nodes results in system-wide connectivity degradation observable through both membership and non-membership approximations. This methodology was applied to a core-periphery communication network to analyze the systemic consequences of node removal. Experimental validation on networks of varying sizes demonstrates that the Intuitionistic Edge Interaction Index achieves robust node criticality ranking across heterogeneous network topologies with improved predictive accuracy for cascade initiation points. This work provides network analysts and engineers a quantitative tool to precisely assess criticality and inform targeted resilience strategies in uncertain, high-risk environments. Full article

The gut microbiota plays a critical role in hindgut health and nutrient utilization in monogastric animals. Alfalfa fiber meal (AFM) was rich in essential vitamins and minerals as a valuable nutritional supplement. In this study, an in vitro fermentation model was established using fecal microbiota from pregnant sows as the inoculum to evaluate the effects of different supplementation levels of alfalfa fiber powder (AFM) on fermentation metabolites and microbial community composition, with particular attention to interactions between the microbiota and metabolites. Fecal inocula from healthy sows were fermented with AFM at three inclusion levels: low (LAFM: 50 mg), medium (MAFM: 100 mg), and high (HAFM: 200 mg). Fermentation samples were collected at 8, 12, 24, and 36 h for analysis of gas production and short-chain fatty acid (SCFAs) concentrations. Microbial community composition was characterized at 36 h, followed by correlation analysis between dominant genera and fermentation parameters. The results showed that total gas and hydrogen production increased significantly with both AFM level and time, while hydrogen sulfide decreased across all treatments. Methane production rose in the early stages and remained elevated only in the high-AFM group. AFM supplementation promoted the production of total and individual short-chain fatty acids in a dose- and time-dependent manner. Microbial analysis revealed reduced Fusobacterium and increased Lactobacillus, Bacteroides, and Collinsella, with high AFM further enriching Prevotella and Megasphaera. Positive correlations were observed between SCFA production and Collinsella, Prevotella, and Olsenella, whereas hydrogen sulfide correlated negatively with Prevotella and Sharpea. AFM effectively improved gut microbial composition and fermentation efficiency, with 100 mg identified as a more balanced level of fermentation additive supplementation for pregnant sows under in vitro conditions. Full article

Walnut (Juglans regia L.) performance and sustainability are closely linked to soil–plant–microbe interactions; nowadays, the combined influence of edaphic context, plantation development and rootstock genotype on walnut-associated microbiomes remains insufficiently resolved. Here, we integrated soil physicochemical characterization, community-level physiological profiling and 16S rRNA gene amplicon sequencing across walnut plantations in four Spanish regions. The design included 14-year clonal stands (Galicia, Gerona, Toledo), an age gradient in Galicia (4, 9 and 14 years), and four rootstocks (MJ209, Vlach, own-rooted ‘Chandler’ and J. regia seedling) in the Córdoba plantation. At the community-level, rhizospheres exhibited higher overall metabolic activity, displaying substrate-specific functional fingerprints across regions. Regarding stand ages, a functional peak was observed at middle age, with a decline in richness and diversity with age. Moreover, rootstock genotype further modulated rhizosphere metabolic function. Sequencing supported compositional differences among regions, ages and rootstocks, identifying a bacterial core of Juglans spp. rhizosphere and detecting 36 putative Plant Growth-Promoting Rhizobacteria (PGPR) genera, suggesting a potential reservoir and possible uses in plant biotechnology. Overall, walnut-associated microbiomes are jointly structured by soil gradients, plantation development and rootstock genotype, supporting site and genotype-tailored microbiome management. Full article

Long-term soil fertility is governed by the metabolic plasticity of microbial communities, particularly during the decomposition of crop residues. This study investigated the straw-associated functional microbial profile associated with straw decomposition under the influence of 62 years of continuous management with mineral fertilization and liming. Using the Biolog EcoPlateTM approach combined with a modified litter-bag protocol, we assessed shifts in metabolic activity patterns of functional guilds and groups. PERMANOVA results revealed that the interaction between liming and fertilization (p < 0.05) was the primary driver of divergence in functional communities, rather than the individual effect of factors. Long-term treatments induced a significant reconfiguration of the functional niche, shifting from the native, generalist microbiome to specialized communities in treated variants, with carbohydrate (CH) guilds as dominant and indicators of community performance. Moderate levels of liming (L1) stimulated metabolic activity and maintained higher functional diversity across amino acid (AA) and polymers (Px) guilds. Intensive liming (L2), in contrast, restricted the activity of most microbial functional groups and favored amine (AM) and carboxylic acid (CX) guilds. Shifts from a generalist microbiome in native soil to specialized communities in treated soils show the capacity of microorganisms to adapt efficiently under agronomic management. Full article

Extracellular polymeric substances (EPS) facilitate microbiome adhesion on microplastic surfaces and ensure matrix cohesion, playing a crucial role in establishing the structure and function of the plastisphere. Nevertheless, the dynamic alterations in the composition and features of plastisphere EPS and their relationships with biotic and abiotic factors remain poorly understood, especially in soil ecosystems. The study investigated the variations in the EPS secretion behavior of the plastisphere using three types of microplastics across three representative soils with three incubation durations. Results showed that plastisphere EPS had a more complex composition and lower aromaticity, apparent molecular weight, and polarity than natural soil dissolved organic matter did. Continuous changes in EPS composition and features were detected during incubation. The bacterial plastisphere community played a central role in regulating EPS secretion, and other factors (such as soil properties, incubation time and microplastic types) influenced EPS secretion via the bacterial composition of the plastisphere. A decrease in the number of microbial OTUs was significantly correlated with EPS components that governed the dynamics of the EPS composition and features of the plastisphere during incubation, a pattern that was particularly evident for bacteriomes. This study advances our insight into microbiome-EPS interactions within the soil plastisphere and deepens our understanding of its formation mechanisms. Full article

The accumulation of cocoons within brood cells of old combs is a key factor causing a series of negative impacts on bee colonies. Previous studies did not sufficiently address this dynamic nature as the core microenvironment for preimaginal bee development. During this accumulation, the enrichment of potentially harmful microorganisms and chemical substances may pose a latent threat to colony health. This study combined microbiome and metabolomics analyses to systematically investigate the potential colony health risks posed by multi-generational accumulation of cocoons in Apis mellifera combs. The results demonstrated that with the growing number of brood rearing generations, the microbial diversity within the cocoons underwent significant shifts. For the bacterial community within multiple-generation cocoons, the Simpson index exhibited a significant increase, whereas indices including Sobs, Ace, and Chao showed significant decreases (p < 0.05). In the fungal community, the Shannon and Pielou_e indices significantly increased, while the Simpson and Faith_pd indices significantly declined (p < 0.05). Potential pathogens such as Melissococcus and the mycotoxin-producing fungus Wallemia became significantly enriched, reaching alarming relative abundances of 42.70% and 13.52%, respectively, in the multiple-generation cocoons. Metabolomic analysis further revealed the enrichment of 685 differential metabolites, including persistent exogenous pesticides such as cyanazine and pymetrozine, etc. Correlation analysis uncovered a significant positive relationship (r > 0.8) between these pesticide residues and pathogen abundance, indicating interactions between pollutants and pathogens that may exacerbate risks. This study reveals the aggravation of microecological imbalance and chemical pollution load within the cocoons of old combs and therefore provides strong scientific support for risk assessment of comb age in colony health management and offers practical guidance for the sustainable development of beekeeping. Full article

Social cohesion is a core dimension of social sustainability and a prerequisite for inclusive, resilient cities. Rapid rural-to-urban migration often exceeds the capacity of cities to accommodate newcomers, leading many immigrants to settle in informal neighborhoods. These areas, typically composed of diverse ethnic groups with distinct cultural, linguistic, and social backgrounds, frequently face challenges in building social cohesion. This study examines how physical elements of public spaces influence social cohesion in multiethnic informal settlements, using the Hesar Imam Khomeini neighborhood in Hamadan, Iran, as a case study. Hesar, with its rural origins and recent influx of Lor, Kurdish, Turkish, and Fars migrants, provides a unique setting to explore the relationship between the built environment and interethnic relations. A conceptual model was developed based on existing literature, and data were collected through a questionnaire survey using a Likert scale. Partial least squares structural equation modeling (PLS-SEM) was applied to test the hypothesized relationships. The findings demonstrate that physical factors shape social cohesion through a three-stage mechanism: they first foster social interactions among residents, which then contribute to the development of social capital, and ultimately lead to greater social cohesion and integration. These results highlight how inclusive public-space design can support community-based informal-settlement upgrading and sustainable urban development, by strengthening social sustainability outcomes such as cohesion, integration, and resilience. Full article

This paper examines the Khotanese tradition in the political and cultural history of the Tarim Basin in the first millennium CE by foregrounding its role as an active facilitator within a multicultural and continually transforming geopolitical environment. The paper approaches Khotanese as both a medium through which local forms of social organization were articulated and a mediator embedded in wider circuits of exchange linking the Tarim Basin with South, Central, and East Asia. Particular attention is given to the linguistic and textual evidence for interaction with other traditions in and around the Tarim Basin, and to cases in which adaptation, (re-)composition, and translation can be associated with identifiable historical settings, institutions, and actors. The paper argues from selected examples that the history of Khotanese illuminates how regional languages sustained local authority while remaining deeply entangled with transregional formations of knowledge, culture, and exchange, and how, in the contested spaces of imperial borderlands, local communities had to hone cultural prestige in and through their languages in order to maintain their standing. Full article

Biological soil crusts (BSCs) are critical ecological components in arid lands. Their formation and stability hinge on the assembly and interactive networks of cyanobacteria-led bacterial communities. Yet, how different functional cyanobacteria shape the underlying microbial structure and assembly rules is poorly understood. Here, we cultivated artificial algal crusts using two representative cyanobacteria: the nitrogen-fixing Leptolyngbya sp. and the non-nitrogen-fixing Microcoleus vaginatus (M. vaginatus CM01). A total of six treatments were established based on the presence or absence of spraying with in situ BSCs leachate: a control group without inoculation of algae or bacteria (soil, S); a treatment group sprayed only with bacterial suspension (soil + bacteria, SB); a treatment group sprayed only with M. vaginatus CM01 (soil + M. vaginatus CM01, SM); a treatment group co-inoculated with both BSCs leachate and M. vaginatus CM01 (soil + M. vaginatus CM01 + bacteria, SMB); a treatment group inoculated only with Leptolyngbya sp. CT01 (soil + Leptolyngbya sp. CT01, SL); and a treatment group co-inoculated with Leptolyngbya sp. CT01 and biocrust leachate (soil + Leptolyngbya sp. CT01 + bacteria, SLB). By integrating 16S rRNA gene sequencing, neutral community modeling (NCM), and structural equation modeling (SEM), we dissected differences in Cyano-BSCs development, bacterial community composition, co-occurrence networks, and assembly mechanisms. Inoculation with M. vaginatus CM01 (SM, SMB) superiorly promoted Cyano-BSCs development: the SM group achieved the highest coverage (23.33%), while the SMB group showed marked increases in organic matter (OM, 4.10 g·kg⁻¹) and chlorophyll a (Chla, 13.40 μg·g⁻¹), alongside a >5-fold rise in bacterial, cyanobacterial, and nitrogen-fixation gene abundances versus controls. The mechanism centers on extracellular polymeric substances (EPS) secreted by M. vaginatus, which homogenized the microenvironment, suppressed stochastic bacterial dispersal (NCM, SM: R² = 0.698), and enhanced deterministic selection. This process forged a highly cooperative network (89.74% positive links, average degree 34.71) that directionally enriched Cyanobacteria (relative abundance 40.40%). The Shannon index of Cyano-BSCs from the group (SMB) reached 7.72 ± 0.09, reflecting high microbial community diversity. SEM confirmed M. vaginatus directly regulated bacterial assembly (path coefficient = 0.59, p < 0.05) and indirectly improved the soil environment (path coefficient = 0.64, p < 0.05), establishing a “cyanobacteria-community-environment” feedback loop. Conversely, the Leptolyngbya sp. groups (SL, SLB), despite enriching nitrogen-fixing bacteria and fungi, exhibited low carbon fixation efficiency (notably 1.26 g·kg⁻¹ OM in SL) and lack of EPS; communities remained stochastic (NCM, SL: R² = 0.751) with no effective regulatory pathway—a pattern mirrored in S and SB groups. Our findings demonstrate that M. vaginatus acts as a core engineer of biological soil Cyano-BSCs formation via an “EPS-mediated habitat filtering—functional group enrichment—cooperative network assembly” cascade, enforcing deterministic community construction. Leptolyngbya sp., with limited niche-constructing ability, fails to exert comparable control. This work provides a targeted framework for the artificial restoration of Cyano-BSCs in arid zones. Full article

Background/Objectives: The primary outcome of this 8-week randomized, controlled, parallel trial was to assess longitudinal shifts in gut microbiota structure and predicted metabolic potential in 45 elite football players following protein supplementation. Methods: Participants combined resistance training with daily intake (30 g) of whey protein concentrate (WPC), pea protein isolate (PPI), rice protein isolate (RPI), or a plant-protein blend (MIX). For the acquisition of prokaryotic metataxonomic data, the V3–V8 region of the 16S rRNA gene was sequenced using Oxford Nanopore Technology (ONT). Functional potential was inferred through the MACADAM database and STAMP software. Strict dietary monitoring and gravimetric adherence checks were performed to isolate the intervention effect. Results: While microbial alpha-diversity indices (Chao1, Shannon, Simpson) remained stable across all groups, significant source-specific shifts in taxonomic structure and predicted metabolic activity were identified. Whey protein concentrate (WPC) was associated with an increase in Bacteroidetes abundance and greater balance within the microbial community structure, whereas pea protein isolate (PPI) and the MIX correlated with reduced fermentative bacteria and elevated taxa potentially involved in cadaverine biosynthesis. Rice protein isolate (RPI) supplementation was associated with a higher predicted representation of taxa involved in succinate-to-butyrate fermentation pathways. These functional markers and differential responses of selected bacterial groups to particular protein types were observed. Conclusions: The data indicate complex interactions between supplement type, exposure duration, and microbiome response, underscoring the necessity for individualized dietary recommendations and supplementation strategies to optimize gut health and training adaptation in professional football players. Full article