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19 pages, 641 KB  
Article
Assessment of Internal Load and External Load in Senior Football Players: Differences Between Competitive Levels
by Diogo Tereso, José M. Gamonales, Víctor Hernández-Beltrán and Rui Paulo
J. Funct. Morphol. Kinesiol. 2026, 11(2), 242; https://doi.org/10.3390/jfmk11020242 (registering DOI) - 19 Jun 2026
Abstract
Background: Football is an intermittent sport characterized by high physical and physiological demands, which may be influenced by the competitive level. Understanding differences in match load is fundamental for optimizing training planning, fatigue management, and athlete performance and injury prevention. This study aimed [...] Read more.
Background: Football is an intermittent sport characterized by high physical and physiological demands, which may be influenced by the competitive level. Understanding differences in match load is fundamental for optimizing training planning, fatigue management, and athlete performance and injury prevention. This study aimed to evaluate and compare external and internal load in senior football players in Portugal across five distinct competitive levels. Methods: Wimu ProTM (Hudl, Lincoln, NE, USA) and Garmin Heart Rate bands (Garmin International Inc., Olathe, KS, USA) were used to quantify and evaluate the external and internal load of the players. A total of 96 athletes were assessed, with ages ranging from 19 to 36 years (mean: 24.28 ± 4.72), who were divided into five competition levels (1st Division (n = 19), 2nd Division (n = 21), 3rd Division (n = 14), 4th Division (n = 20), and Regional Division (n = 22). Results: Significant differences were observed between competitive levels across several external load variables (p > 0.001). The 3rd Division and 4th Division showed higher values in variables associated with reactive and high-intensity actions (p < 0.001; effect size: 0.287), whereas the 2nd Division exhibited a more controlled load profile. Regarding internal load, significant differences were only observed in average heart rate during the second half (p = 0.043; effect size: 0.085), indicating distinct capacities to maintain physiological intensity under fatigue. Conclusions: It can be concluded that competitive level influences load profiles in football, although the differences do not follow a linear pattern. External and internal loads demonstrate greater discriminatory capacity between competitive levels than internal load. Full article
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29 pages, 11239 KB  
Article
Effect of Aggregate Type on Noise Characteristics and Emissions During the Crushing Process
by Paweł Ciężkowski, Damian Markuszewski and Mehmet Sait Şahinalp
Materials 2026, 19(12), 2646; https://doi.org/10.3390/ma19122646 (registering DOI) - 19 Jun 2026
Abstract
In processes related to the treatment of mineral materials, the crushing stage determines the ability to obtain the required particle-size fraction. At the same time, it is an exceptionally energy-intensive step (accounting for about 5% of global electricity consumption) and one that generates [...] Read more.
In processes related to the treatment of mineral materials, the crushing stage determines the ability to obtain the required particle-size fraction. At the same time, it is an exceptionally energy-intensive step (accounting for about 5% of global electricity consumption) and one that generates significant environmental impacts, particularly in the form of high noise levels and considerable dust emissions. This study focuses on acoustic issues associated with the operation of crushers equipped with materials of varying hardness. Noise level measurements were carried out and then compared with the machines’ operational parameters, such as reduction ratio, throughput, energy consumption, and grain-size distribution. The results indicate that the properties of the processed material have a significant influence on noise emission during the crushing process. The study included various types of materials, such as pebble, basalt, and granite (feed size 16–22 mm), as well as lower-strength materials, including aerated concrete, recycled concrete, and ceramic materials (average particle size of approximately 50 mm), enabling a comparative analysis under controlled operating conditions. The measured noise levels ranged from front position 105.3 dB and side position 105.2 dB, depending on the material type, with the highest values observed for [hard material, e.g., recycled concrete and basalt] and the lowest for [weak material, e.g., aerated concrete]. The differences between extreme cases reached up to the top position 107.6 dB, indicating a strong relationship between material properties and acoustic emission. These findings highlight the importance of material selection in crushing processes and provide a useful reference for reducing noise impact and improving the environmental performance of industrial aggregate production. Full article
(This article belongs to the Section Construction and Building Materials)
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25 pages, 1848 KB  
Article
Comparative Assessment of Lead Rubber and Friction Pendulum Seismic Isolation Systems Under Varying Seismic Hazard and Site Conditions
by Batuhan Kahvecioğlu, Sinan Melih Nigdeli, Gebrail Bekdaş, Sanghun Kim and Zong Woo Geem
GeoHazards 2026, 7(2), 77; https://doi.org/10.3390/geohazards7020077 (registering DOI) - 19 Jun 2026
Abstract
This study investigates the comparative effectiveness of Lead Rubber Bearing (LRB) and Friction Pendulum System (FPS) isolation units under varying seismic hazard levels and soil classes, within the framework of the Turkish Building Earthquake Code (TBEC 2018). The assessment was conducted in two [...] Read more.
This study investigates the comparative effectiveness of Lead Rubber Bearing (LRB) and Friction Pendulum System (FPS) isolation units under varying seismic hazard levels and soil classes, within the framework of the Turkish Building Earthquake Code (TBEC 2018). The assessment was conducted in two stages. First, keeping the site class constant, multiple locations characterized by different seismic hazard levels are examined. Second, a fixed geographical location is considered to evaluate the influence of different site classes on isolator response. The performance of the isolation systems is evaluated in terms of displacement demand, base shear ratio, and code-based verification criteria. Additional sensitivity checks were performed using selected limit values to better understand the response trends under changing hazard and soil parameters. The findings highlight how soil amplification effects and seismic intensity levels influence the relative advantages of LRB and FPSs. The results provide practical insight for the selection of seismic isolation systems in hazard-prone regions, contributing to improved performance-based decision-making in earthquake-resistant design. The isolator parameter choices were set based on average catalogue values provided by manufacturers to make this research an example. As a result of the analysis of the isolators’ performance, it was concluded that the FPS-type isolator performed better as acceleration values increased. Full article
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21 pages, 886 KB  
Article
Influence of UV-C Irradiation Duration on Seed-Borne Fungal Suppression, Germination, and Seedling Development in Rice (Oryza sativa L.)
by Saleh M. Al-Sager, Fayza H. Gomaa, Sherihan M. M. Bekheet, Waleed A. Almasoud, Saleh Al-Ghamdi, Saad S. Almady, Abdulwahed M. Aboukarima and Mohamed E. Yehia
Biology 2026, 15(12), 957; https://doi.org/10.3390/biology15120957 (registering DOI) - 18 Jun 2026
Abstract
The present study was conducted to study the effect of exposure time to ultraviolet-C (UV-C) radiation on seed germination, fungal suppression and seedling growth of three Egyptian rice cultivars, namely, Sakha 105, Sakha 108, and Giza 183. Experiments were carried out under controlled [...] Read more.
The present study was conducted to study the effect of exposure time to ultraviolet-C (UV-C) radiation on seed germination, fungal suppression and seedling growth of three Egyptian rice cultivars, namely, Sakha 105, Sakha 108, and Giza 183. Experiments were carried out under controlled laboratory conditions. Rice seeds were exposed to UV-C radiation with a wavelength of 253.7 nm and intensity of 1960 µW cm2 for 0 (control), 10, 20, 30, 40, 50, and 60 min. Initial seed health testing showed the presence of several seed-borne fungi, mainly Alternaria alternata, Rhizoctonia solani, and Fusarium verticillioides, in addition to Aspergillus niger and Aspergillus flavus. Results revealed that UV-C exposure time, rice cultivar and their interactions significantly (p < 0.05) affected germination percentage, reduction percentage of seed fungal infection, and seedling growth parameters. The optimum exposure time was 30 min, which was found to maximize germination and improve shoot and root growth to achieve high levels of fungal suppression. Giza 183 exhibited the highest average germination percentage (92.40%), while Sakha 105 obtained the highest shoot height (17.00 cm) and root length (12.91 cm). The results indicate that UV-C irradiation is an effective, residue-free and environmentally sustainable seed treatment technology for improving rice seed quality as well as early seedling performance. Full article
(This article belongs to the Special Issue Advances in the Biology of Plant Fungal Diseases)
37 pages, 1031 KB  
Article
Carbon Premium, Climate Policy Uncertainty and Asset Pricing in China
by Shan Chen, Tianhao Yi and Shuyu Xue
Sustainability 2026, 18(12), 6301; https://doi.org/10.3390/su18126301 (registering DOI) - 18 Jun 2026
Abstract
Climate change and low-carbon transition policies affect sustainable development by changing firms’ financing costs and investors’ capital allocation. This paper investigates whether and how climate-related information is priced in China’s equity market, focusing on firm-level carbon intensity and exposure to climate policy uncertainty [...] Read more.
Climate change and low-carbon transition policies affect sustainable development by changing firms’ financing costs and investors’ capital allocation. This paper investigates whether and how climate-related information is priced in China’s equity market, focusing on firm-level carbon intensity and exposure to climate policy uncertainty (CPU). First, univariate-sorted portfolio tests confirm the existence of a carbon premium, as firms with high carbon intensity earn significantly higher average returns. However, the unconditional relation between CPU exposure and stock returns is insignificant. Bivariate-sorted portfolios reveal a strong interaction between the carbon premium and the CPU premium. The carbon premium is higher for firms with high exposure to CPU, whereas a significant and negative CPU premium appears among low-carbon firms and, in sector-level tests, is concentrated in non-energy firms. Further analysis demonstrates clear differences between energy and non-energy sectors, which may be attributable to cash flow risks and uncertainty in growth options. The findings contribute to climate-related asset pricing and sustainable finance research by showing that transition-risk pricing depends on the interaction between carbon exposure and policy uncertainty. Full article
(This article belongs to the Section Air, Climate Change and Sustainability)
25 pages, 8866 KB  
Article
Direct Numerical Simulation of a Lean Premixed NH3/H2/N2/Air Jet in Crossflow at Micro-Gas Turbine Relevant Conditions
by Donato Cecere, Matteo Cimini and Eugenio Giacomazzi
Energies 2026, 19(12), 2896; https://doi.org/10.3390/en19122896 - 18 Jun 2026
Abstract
In this work, Direct Numerical Simulation (DNS) investigates the combustion behaviour of a reactive transverse lean premixed jet of an ammonia blend (10% NH3, 11% H2, 16% O2 and 63% N2 by volume) injected through a rectangular [...] Read more.
In this work, Direct Numerical Simulation (DNS) investigates the combustion behaviour of a reactive transverse lean premixed jet of an ammonia blend (10% NH3, 11% H2, 16% O2 and 63% N2 by volume) injected through a rectangular nozzle in a pre-heated non-vitiated air crossflow at a pressure of 5 bar. The configuration has been chosen from a Reynolds-Averaged Navier–Stokes (RANS) test campaign to ensure low NO and low unburned fuel, while maintaining a high temperature profile at the turbine inlet. The DNS shows that the flame stabilises on the leeward side of the rectangular jet, within and downstream of the recirculation region, while high scalar dissipation and short residence times prevent persistent anchoring on the windward side. Joint statistics reveal that the reaction does not follow a constant equivalence ratio path, since intermediate progress states are shifted towards leaner mixtures by entrainment, dilution and differential diffusion. The strongest heat-release and displacement-speed events occur in localised regions where mixture state, stretch and flame-front geometry act jointly. The displacement-speed budget is mainly controlled by the chemical source term, with diffusion reducing the net propagation speed and stratification-induced cross terms remaining small. Under intense stretch, positively curved flame elements exhibit larger displacement speeds, indicating a coupled effect of curvature, preferential diffusion and local radical transport. NO formation is dominated by fuel-nitrogen chemistry: HNO and NH2 are the main NO-producing routes, whereas N2 and N2O provide the dominant NO-sink channels. The DNS predicts an outlet-averaged NO level of 400 dppm, while extended-domain RANS calculations indicate that longer residence times could reduce it below 100 dppm. Full article
26 pages, 20950 KB  
Article
Multi-Scale Anthropogenic Control on Sandy Shoreline Evolution: A 30-Year Remote Sensing Analysis of Western Liaodong Bay (1995–2024)
by Yaxuan Zhang, Pengfei Lv, Xirui Wang, Jin Bai, Tianyu Zhang, Ming Liu and Junru Guo
Sustainability 2026, 18(12), 6285; https://doi.org/10.3390/su18126285 (registering DOI) - 18 Jun 2026
Abstract
Sandy coastlines are dynamic geomorphological units supporting dense human populations and intensive economic activities. However, their evolution is increasingly dominated by anthropogenic modification rather than natural processes. This study investigates shoreline evolution along the western Liaodong Bay coast, China, where extensive anthropogenic engineering [...] Read more.
Sandy coastlines are dynamic geomorphological units supporting dense human populations and intensive economic activities. However, their evolution is increasingly dominated by anthropogenic modification rather than natural processes. This study investigates shoreline evolution along the western Liaodong Bay coast, China, where extensive anthropogenic engineering has potentially altered natural dynamics. A 30-year satellite-derived shoreline (SDS) analysis of 23 sandy beaches (Xingcheng–Suizhong, 1995–2024) was conducted using the CoastSeg framework and DSAS statistical methods across three sub-periods (1995–2005, 2005–2015, 2015–2024). Shoreline change rates ranged from −1.35 to +2.12 m/yr; 11 beaches (47.8%) exhibited net erosion and 12 (52.2%) net accretion or stability, with marked spatial heterogeneity within individual beaches. This complex spatio-temporal pattern shows the strongest spatial correspondence with the non-uniform distribution of anthropogenic structures—including ports, breakwaters, and land reclamation—which generate an “engineering proximity effect” that may fragment natural beach continuity and contribute to a regional alternating erosion–accretion mosaic pattern, though direct mechanistic verification awaits future hydrodynamic modeling. Shoreline evolution along the western Liaodong Bay coast has entered a stage of “multi-layered anthropogenic control,” requiring frameworks that integrate multi-scale, multi-process coupling mechanisms and transcend traditional regional-averaging approaches. These findings provide critical insights for spatially differentiated management of engineering-intensive sandy coasts. Full article
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23 pages, 52200 KB  
Article
Effect of Deformation Process on Mechanical Properties of Hot-Extruded Mg-Y-Zn-Gd-Zr-Ca Alloy
by He Guo, Wenxin Hu, Wei Wang, Feng Liu, Wei He, Zemin Yu, Xinyuan Wang and Yuming Lu
Crystals 2026, 16(6), 397; https://doi.org/10.3390/cryst16060397 - 18 Jun 2026
Abstract
Mg–Y–Zn alloys have attracted considerable attention for lightweight structural applications; however, the influence of extrusion temperature on microstructural evolution and the underlying mechanisms governing strength–ductility synergy remains insufficiently understood. In this study, a novel YZG921 (Mg–9Y–1.8Zn–1.2Gd–0.5Zr–0.3Ca, wt.%) alloy was fabricated by hot extrusion [...] Read more.
Mg–Y–Zn alloys have attracted considerable attention for lightweight structural applications; however, the influence of extrusion temperature on microstructural evolution and the underlying mechanisms governing strength–ductility synergy remains insufficiently understood. In this study, a novel YZG921 (Mg–9Y–1.8Zn–1.2Gd–0.5Zr–0.3Ca, wt.%) alloy was fabricated by hot extrusion at temperatures ranging from 480 to 520 °C. The microstructure, mechanical properties, and deformation behavior were systematically investigated using SEM, TEM, EBSD, in situ EBSD, and slip-trace analysis. The results show that extrusion temperature significantly affects the evolution of secondary phases, grain size, and texture intensity. At 500 °C, an 18R-LPSO phase was formed, accompanied by a more homogeneous distribution of secondary phases and the finest grain structure (~3.8 μm), whereas the average grain size remained close to 10 μm for the alloys extruded at 480 °C and 520 °C. Meanwhile, the maximum basal texture intensity decreased from 4.16 to 4.79 m.r.d. to 2.18–2.58 m.r.d. Mechanical testing revealed that the alloy extruded at 500 °C exhibited the optimum strength–ductility balance, with an ultimate tensile strength of 498.4 MPa and an elongation of 13.8%. In situ EBSD analysis showed that the fraction of low-angle grain boundaries increased from ~7% to 43% during tensile deformation, while the average KAM value increased from ~0.5° to 0.88°. Slip-trace analysis further demonstrated that plastic deformation was predominantly governed by basal slip, accounting for approximately 84.2% of the activated slip systems. The superior mechanical performance achieved at 500 °C is attributed to the synergistic effects of grain refinement, LPSO and second-phase strengthening, texture weakening, and sustained strain hardening. These findings provide insights into microstructure–property relationships and offer guidance for the optimization of thermomechanical processing parameters in Mg–Y–Zn alloys. Full article
(This article belongs to the Special Issue Metallurgy-Processing-Properties Relationship of Metallic Materials)
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24 pages, 20687 KB  
Article
Fluid-Driven Opposed-Piston Pumps for Dense-Phase CO2 Injection: Direct Force Coupling and Energy Efficiency Analysis
by Xiaoyu Wang, Hongtao Chen, Hongbao Liang, Yang Liu, Zhanheng Ma, Haibo Lin and Wanchun Sun
Energies 2026, 19(12), 2886; https://doi.org/10.3390/en19122886 - 18 Jun 2026
Abstract
Large-scale dense-phase carbon dioxide (CO2) injection is an energy-intensive process in the carbon capture, utilization, and storage (CCUS) value chain. To address insufficient utilization of inlet pressure potential energy and sealing/friction losses of conventional reciprocating pumps under high-base-pressure dense-phase CO2 [...] Read more.
Large-scale dense-phase carbon dioxide (CO2) injection is an energy-intensive process in the carbon capture, utilization, and storage (CCUS) value chain. To address insufficient utilization of inlet pressure potential energy and sealing/friction losses of conventional reciprocating pumps under high-base-pressure dense-phase CO2 transport conditions, this study develops a dense-phase CO2-oriented structural optimization scheme for a hydraulically driven opposed-piston reciprocating pump based on force-coupling. A dynamic model was established to clarify the in situ recovery mechanism by which inlet pressure potential energy is converted into auxiliary thrust, enabling the drive load to shift from absolute pressure to net pressure difference. Simulation results show that under the rated 8 MPa inlet and 25 MPa discharge condition, the optimized opposed-piston configuration reduces peak driving oil pressure by 31.39% compared with the non-opposed reference configuration. Field reliability operation data show an average normalized specific energy consumption of 0.422 kWh/(MPa·m3) during the selected 24 h continuous operating period. The optimized configuration improves inlet-pressure utilization and reduces hydraulic power demand under high-base-pressure dense-phase CO2 injection conditions, providing theoretical support and engineering reference for low-energy CCUS injection systems. Full article
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17 pages, 8212 KB  
Article
Short-Term Effects of Thinning on Soil Physicochemical Properties, Microbial Characteristics, and Growth of Middle-Aged Picea koraiensis Forests in Eastern Northeast China
by Qiong Wu, Mengnan Cao, Liuningya Sun, Yuan Lv, Jinmin Wang, Meixuan Chen, Sainan Yin and Zhihu Sun
Forests 2026, 17(6), 711; https://doi.org/10.3390/f17060711 - 17 Jun 2026
Viewed by 89
Abstract
Picea koraiensis Nakai is a precious tree species in Northeast China with excellent traits, but research on thinning effects on its growth remains limited, especially regarding soil-thinning–growth interactions. This study focused on a 50-year-old Picea koraiensis plantation in the Mengjiagang Forest Farm, Jiamusi. [...] Read more.
Picea koraiensis Nakai is a precious tree species in Northeast China with excellent traits, but research on thinning effects on its growth remains limited, especially regarding soil-thinning–growth interactions. This study focused on a 50-year-old Picea koraiensis plantation in the Mengjiagang Forest Farm, Jiamusi. Four thinning intensities were set: CK (no thinning), T1 (10%–20%), T2 (20%–30%), and T3 (40%–50%). Short-term (1–3 years) stand growth, soil properties, microbial biomass, and extracellular enzyme activities were measured, with stand volume and large-diameter timber yield estimated via self-established equations. Results showed that T3 significantly promoted average DBH (1.98 × CK) and tree height growth (1.60 × CK). T2 achieved the highest increases in stand volume (38.07 m3/ha) and large-diameter timber yield (56.02 m3/ha), exceeding other treatments by 1.20–7.12 m3/ha and 5.60–11.64 m3/ha, respectively. Stand growth indices were positively correlated with thinning intensity, soil microbial biomass carbon, and soil C/P ratio; DBH and height also correlated with soil catalase activity. Thinning intensity has a direct effect on stand growth. Meanwhile, observational data show that it is significantly correlated with changes in soil organic carbon fractions and soil extracellular enzyme activity, and these correlations may constitute potential pathways that indirectly affect stand growth. Moderate-intensity thinning (20%–30%) is recommended for scientific tending and large-diameter timber cultivation of middle-aged Picea koraiensis plantations in this region. Full article
(This article belongs to the Section Forest Ecology and Management)
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17 pages, 4096 KB  
Article
A Hybrid Iterative Algorithm for Generating Polygonal Flat-Top Beams with High Energy Utilization Rate
by Xiaohua Zeng, Hui Pang, Cheng Xu, Axiu Cao, Yongqi Fu and Qiling Deng
Photonics 2026, 13(6), 588; https://doi.org/10.3390/photonics13060588 - 17 Jun 2026
Viewed by 57
Abstract
Flat-top beams with uniform intensity distribution and well-defined profiles have broad application prospects. However, current design methods can only achieve circular or square beam shaping. Recently, a method enabling the generation of polygonal flat-top beams has been proposed, yet its energy utilization rate [...] Read more.
Flat-top beams with uniform intensity distribution and well-defined profiles have broad application prospects. However, current design methods can only achieve circular or square beam shaping. Recently, a method enabling the generation of polygonal flat-top beams has been proposed, yet its energy utilization rate is limited at the 70% level only. To solve this issue, we propose a hybrid iterative algorithm for the purpose of generating polygonal flat-top beams with high diffraction efficiency while maintaining excellent uniformity. The hybrid algorithm combines the advantages of the mixed-region amplitude freedom (MRAF) algorithm and the overcompensation (OC) algorithm. The MRAF is firstly employed to achieve high diffraction efficiency. Subsequently, the OC algorithm is adopted to optimize uniformity. In addition, a more convenient convolution-based method is used to construct the descending edge of the target flat-top beam. A series of polygonal flat-top beams, such as triangular, square, pentagonal, and hexagonal, are obtained, and comparisons with the original methods are also carried out by means of simulations and experiments. Our experimental data demonstrate that an average diffraction efficiency above 97% is achieved. Full article
(This article belongs to the Special Issue Diffractive Optics and Its Emerging Applications)
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20 pages, 7559 KB  
Article
A Multi-Scale Framework for Deconstructing Residential Energy Consumption Heterogeneity Using Gaussian Mixture Models
by Jinyong She, Jintao Xu, Kaida Chen and Senhong Cai
Buildings 2026, 16(12), 2410; https://doi.org/10.3390/buildings16122410 - 17 Jun 2026
Viewed by 111
Abstract
Residential energy consumption exhibits substantial behavioral uncertainty and temporal heterogeneity, which pose challenges for demand-side management and residential load profiling. However, existing studies often focus on isolated temporal or spatial scales and predominantly employ hard clustering methods based on geometric distance metrics. To [...] Read more.
Residential energy consumption exhibits substantial behavioral uncertainty and temporal heterogeneity, which pose challenges for demand-side management and residential load profiling. However, existing studies often focus on isolated temporal or spatial scales and predominantly employ hard clustering methods based on geometric distance metrics. To address these limitations, this study proposes a multi-scale residential load profiling framework utilizing the Gaussian Mixture Model (GMM) and nearly three years of hourly electricity consumption data from 13 residential buildings in Vancouver. First, schedule-driven and seasonal variations in residential energy consumption were examined through multi-temporal comparative analyses and paired-sample t-tests. The results indicate statistically significant differences between working-time and non-working-time energy consumption patterns in most buildings (p < 0.001). Second, individual-building clustering was performed to identify long-term intra-building daily load evolution characteristics, revealing 2–5 typical daily profiles across different households. Finally, inter-building clustering identified three representative residential groups characterized by low-energy stable patterns, high-energy intensive patterns, and intermediate commuting-oriented patterns. The average daily energy consumption levels of the three clusters were 13.11 kWh, 36.74 kWh, and 21.61 kWh, respectively. The proposed framework provides a data-driven approach for understanding residential energy-use heterogeneity across multiple scales and offers potential guidance for residential demand-side management and urban low-carbon energy planning. Full article
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20 pages, 1037 KB  
Article
Cross-Cultural Adaptation and Psychometric Validation of the Serbian Version of the Back Beliefs Questionnaire in Patients with Chronic Low Back Pain
by Ivana Minaković, Tanja Janković, Mirjana Smuđa, Bela Kolarš, Monika Šili, Vesna Mijatović Jovin and Jelena Zvekić-Svorcan
Medicina 2026, 62(6), 1174; https://doi.org/10.3390/medicina62061174 - 17 Jun 2026
Viewed by 112
Abstract
Background and Objectives: The Back Beliefs Questionnaire (BBQ) is a patient-reported outcome measure used to assess beliefs about back pain. This study aimed to cross-culturally adapt the BBQ into Serbian and evaluate the psychometric properties of the Serbian version (BBQ-Srb) in patients with [...] Read more.
Background and Objectives: The Back Beliefs Questionnaire (BBQ) is a patient-reported outcome measure used to assess beliefs about back pain. This study aimed to cross-culturally adapt the BBQ into Serbian and evaluate the psychometric properties of the Serbian version (BBQ-Srb) in patients with chronic low back pain. Materials and Methods: A cross-sectional study involving cross-cultural adaptation and psychometric validation was conducted in 143 patients with chronic low back pain. The adaptation process included forward and backward translation, expert review, and pilot testing. Psychometric evaluation included assessment of floor and ceiling effects, internal consistency, test–retest reliability, measurement error, exploratory and confirmatory factor analyses, and construct validity testing using predefined hypotheses. Construct validity was examined through associations between BBQ-Srb scores and pain intensity, disability, pain catastrophizing, and work absenteeism. Results: The BBQ-Srb showed acceptable internal consistency, with Cronbach’s alpha of 0.728 and McDonald’s omega of 0.735. Total-score analyses were based on the preliminary exploratory 8-item BBQ-Srb version excluding BBQ13, whereas floor and ceiling effects were examined for the original 9-item scored BBQ-Srb version. Test–retest reliability was excellent (ICC = 0.916). Exploratory factor analysis suggested a predominantly one-factor structure, but the explained variance was modest. Confirmatory factor analysis of the 8-item version provided only partial support for unidimensionality, with marginal model fit and a low average variance extracted. The 8-item BBQ-Srb total score showed significant negative correlations with pain intensity, disability, and pain catastrophizing, confirming three of four predefined hypotheses. Conclusions: The BBQ-Srb demonstrated acceptable reliability and preliminary evidence of construct validity as a Serbian patient-reported outcome measure for assessing beliefs about back pain. However, structural validity was only partially supported, and the exploratory 8-item structure requires confirmation in larger, independent, and more diverse Serbian-speaking samples. Full article
(This article belongs to the Section Epidemiology & Public Health)
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29 pages, 3822 KB  
Article
Smartphone and Smartwatch Crowdsensing for Bridge Modal Identification with Convergence Behavior and Bootstrap Uncertainty Analysis
by Furkan Luleci and Sadig Nuraliyev
Infrastructures 2026, 11(6), 204; https://doi.org/10.3390/infrastructures11060204 - 16 Jun 2026
Viewed by 95
Abstract
This study investigates the feasibility, accuracy, and data-sufficiency requirements of smartphone- and smartwatch-based crowdsensing for pedestrian bridge modal identification under real-world conditions. Full-scale experiments were conducted on a bridge across two crowdsensing scenarios with varying dynamic excitation intensities by six pedestrians performing walking, [...] Read more.
This study investigates the feasibility, accuracy, and data-sufficiency requirements of smartphone- and smartwatch-based crowdsensing for pedestrian bridge modal identification under real-world conditions. Full-scale experiments were conducted on a bridge across two crowdsensing scenarios with varying dynamic excitation intensities by six pedestrians performing walking, running, and bicycling activities while carrying smartphones and wearing smartwatches. Triaxial acceleration data were collected over 300 s and processed using a framework comprising preprocessing, modal estimation, growing-window convergence analysis, and block-bootstrap uncertainty quantification. Using the full dataset, both devices reliably identified the four consistently detectable bridge modes with average errors of approximately 3% across the scenarios relative to the benchmark. In the convergence analysis, smartwatches consistently produced narrower confidence intervals and more stable early-window estimates, which may be related to their more constrained wearing condition and reduced incidental motion compared to pocket-carried smartphones. Higher pedestrian excitation with additional pedestrians running accelerated the convergence, reducing the required data duration and number of pedestrian passes, albeit with increased uncertainty. The study established data-sufficiency thresholds, showing that reliable modal estimates require in the range of 5–17 walking or running passes, while bicycling passes range from 14 to 28, depending on bridge excitation level and device type. Results demonstrate that commodity smartphones and smartwatches are viable, scalable, and cost-effective platforms for crowdsensed bridge modal identification, provided that uncertainty ranges are properly accounted for and sufficient passes across different pedestrian activities are collected to achieve the desired accuracy. Full article
(This article belongs to the Special Issue Advanced Technologies for Bridge Health Monitoring)
18 pages, 2214 KB  
Article
Transformer-Enhanced Instance Segmentation for Automated Crucian Carp Phenotyping Under Controlled Imaging Conditions
by Miao Zhu, Ruohan Lu, Yi Zhou, Sisi Yuan, Qiu Xiao and Yu Deng
Fishes 2026, 11(6), 358; https://doi.org/10.3390/fishes11060358 - 16 Jun 2026
Viewed by 144
Abstract
Fish phenotyping plays an important role in growth evaluation, selective breeding, and precision aquaculture. Conventional phenotypic measurement methods are labor-intensive, time-consuming, and susceptible to observer variability. To improve measurement efficiency and reproducibility, this study proposes an automated fish phenotyping framework based on Transformer-enhanced [...] Read more.
Fish phenotyping plays an important role in growth evaluation, selective breeding, and precision aquaculture. Conventional phenotypic measurement methods are labor-intensive, time-consuming, and susceptible to observer variability. To improve measurement efficiency and reproducibility, this study proposes an automated fish phenotyping framework based on Transformer-enhanced instance segmentation. Specifically, a Mask2Former decoder was integrated into the Mask R-CNN architecture to improve boundary delineation and segmentation quality. Based on segmentation outputs, phenotypic parameters, including body length, body height, and projected area, were automatically extracted using PCA-assisted orientation estimation and geometric measurement. In addition, a standardized anatomical landmark annotation framework consisting of 12 reference points was introduced to support reproducible phenotypic description and future extensible morphometric analysis. Body weight was further estimated using polynomial regression based on extracted morphological traits. Experiments were conducted using images from three crucian carp varieties under controlled imaging conditions. The proposed framework achieved 92.7% mAP and 89.4% Boundary IoU, improving segmentation performance over the baseline model. Automated measurement yielded average relative errors of 2.16% for body length and 3.85% for body height, while weight prediction achieved an R2 of 0.9479 and a mean relative error of 7.31%. These results demonstrate that Transformer-enhanced segmentation can support accurate and efficient automated phenotyping under standardized conditions and provide a foundation for future deployment in more complex aquaculture environments. Full article
(This article belongs to the Special Issue Computer Vision Applications for Fisheries and Aquaculture)
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