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24 pages, 1850 KB  
Review
VLEO Satellite Development and Remote Sensing: A Multidomain Review of Engineering, Commercial, and Regulatory Solutions
by Ramson Nyamukondiwa, Walter Peeters and Sradha Udayakumar
Aerospace 2026, 13(2), 121; https://doi.org/10.3390/aerospace13020121 - 27 Jan 2026
Abstract
Very Low Earth Orbit (VLEO) satellites, operating at altitudes below 450 km, provide tremendous potential in the domain of remote sensing. Their proximity to Earth offers high resolution, low latency, and rapid revisit rates, allowing continuous monitoring of dynamic systems and real-time delivery [...] Read more.
Very Low Earth Orbit (VLEO) satellites, operating at altitudes below 450 km, provide tremendous potential in the domain of remote sensing. Their proximity to Earth offers high resolution, low latency, and rapid revisit rates, allowing continuous monitoring of dynamic systems and real-time delivery of vertically integrated earth observation products. Nonetheless, the application of VLEO is not yet fully realized due to numerous complexities associated with VLEO satellite development, considering atmospheric drag, short satellite lifetimes, and social, political, and legal regulatory fragmentation. This paper reviews the recent technological developments supporting sustainable VLEO operations with regards to aerodynamic satellite design, atomic oxygen barriers, and atmospheric-breathing electric propulsion (ABEP). Furthermore, the paper provides an overview of the identification of regulatory and economic barriers that extort additional costs for VLEO ranging from frequency band allocation and space traffic management to life-cycle cost and uncertain commercial demand opportunities. Nevertheless, the commercial potential of VLEO operations is widely acknowledged, and estimated to lead to an economic turnover in the order of 1.5 B USD in the next decade. Learning from the literature and prominent past experiences such as the DISCOVERER and CORONA programs, the study identifies key gaps and proposes a roadmap to sustainable VLEO development. The proposed framework emphasizes modular and serviceable satellite platforms, hybrid propulsion systems, and globally harmonized governance in space. Ultimately, public–private partnerships and synergies across sectors will determine whether VLEO systems become part of the broader space infrastructure unlocking new capabilities for near-Earth services, environmental monitoring, and commercial innovation at the edge of space. Full article
(This article belongs to the Section Astronautics & Space Science)
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19 pages, 948 KB  
Article
Advancing Sustainable Logistics: The Role of B2B Sharing Economy Platforms in Smart and Resource-Efficient Supply Chains
by Maja Rosi, Bojan Rosi and Matevž Obrecht
Systems 2026, 14(2), 125; https://doi.org/10.3390/systems14020125 - 27 Jan 2026
Abstract
In response to the evolving dynamics of global supply chains, business-to-business (B2B) sharing economy models within the logistics industry have gained importance for innovation and sustainability over the last few years. According to a literature review, the sharing economy has become a pivotal [...] Read more.
In response to the evolving dynamics of global supply chains, business-to-business (B2B) sharing economy models within the logistics industry have gained importance for innovation and sustainability over the last few years. According to a literature review, the sharing economy has become a pivotal innovation in the business environment, especially for resource utilisation efficiency and the potential to advance sustainable development policies. Despite the known positive impact on the economy and environment, integrating sharing economy models into logistics and supply chains remains limited. This highlights a key research area that requires a thorough examination of the barriers and opportunities for business-to-business (B2B) sharing economy platforms in logistics and supply chains that reflect environmental policy goals and promote cleaner, more efficient logistics systems. This paper outlines the significance of B2B sharing economy platforms as a crucial part of smart and resource-efficient supply chains. Using a system theory approach, B2B sharing economy platforms in logistics and SC were identified and systematically and comprehensively analysed across four critical aspects: sharing storage, sharing parking space, shared labour, and collaborative transportation. The scope of the research is limited to the smart and sustainable dimensions of logistics and supply chains, with a particular focus on the analysis of B2B sharing economy platforms. The novelty of this study lies in its empirical and theory-informed analysis of B2B sharing platforms as a key driver for smart and resource-efficient logistics. While prior studies have largely focused on consumer-facing sharing models or conceptual frameworks, this paper systematically evaluates operational B2B platforms. The analysis reveals that while B2B platforms offer valuable solutions in collaborative transport, storage, labour, and parking, they are underutilised and insufficiently aligned with environmental and digital objectives. The study introduces a spider chart analysis grounded in system theory to evaluate platforms against six dimensions, uncovering trade-offs between flexibility and sustainability. These insights contribute to understanding the strategic positioning of such platforms and propose a direction for smarter, resource-efficient supply chains. Full article
(This article belongs to the Section Supply Chain Management)
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22 pages, 4360 KB  
Article
Genomic Insights into Antimicrobial Biosynthetic Potential of Bacillus velezensis Isolated from Traditional Peruvian Tocosh
by Dámaris Esquén Bayona, Cristian Mauricio Barreto Pinilla, Jimena Giraldo Flores, Belkys Medrano Salazar, Jesús Valencia Navarro, Joaquin Rodriguez Trelles, Kiara Flores Jiménez, Joaquim Ruiz, Roberto Alcántara and Frank Guzman Escudero
Microorganisms 2026, 14(2), 287; https://doi.org/10.3390/microorganisms14020287 - 26 Jan 2026
Abstract
Tocosh, a traditional Peruvian fermented potato product, is known for its health-promoting properties, including its antioxidant, anti-inflammatory, probiotic, and antibiotic effects, which have popularized its consumption, particularly in rural areas. To gain a better understanding of its antimicrobial properties, this study aimed to [...] Read more.
Tocosh, a traditional Peruvian fermented potato product, is known for its health-promoting properties, including its antioxidant, anti-inflammatory, probiotic, and antibiotic effects, which have popularized its consumption, particularly in rural areas. To gain a better understanding of its antimicrobial properties, this study aimed to perform a comprehensive whole-genome analysis and functional assessment of the Bacillus velezensis TCSH0001 strain isolated from tocosh. The isolate was identified through whole-genome sequencing using the MinION nanopore platform. AntiSMASH analysis revealed nine biosynthetic gene clusters (BGCs) potentially responsible for producing secondary metabolites with antibiotic potential. Notably, seven BGCs showed a 100% similarity to known clusters involved in the biosynthesis of polyketide synthases (PKSs) and non-ribosomal peptides (NRPSs), including difficidin, bacillibactin, bacilysin, macrolactin H, bacillaene, fengycin, and bacillomycin D. In vitro analysis revealed antimicrobial activity against S. aureus strains. In addition, RT-qPCR indicated that the expression of the baeJ (bacillaene), bmyA (bacillomycin D), and pks2A (macrolactin H) occurs predominantly during the exponential growth phase. Our results suggest that this B. velezensis strain has the capacity to produce a diverse array of bioactive compounds, supporting the traditional use of tocosh as a natural antimicrobial agent, and revealing the potential of the strain as a high NRPS producer. Full article
(This article belongs to the Special Issue Genomics of Microorganisms from Traditional Fermented Products)
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23 pages, 60825 KB  
Article
A Compact Aperture-Slot Antipodal Vivaldi Antenna for GPR Systems
by Feng Shen, Ninghe Yang, Chao Xia, Tong Wan and Jiaheng Kang
Sensors 2026, 26(3), 810; https://doi.org/10.3390/s26030810 - 26 Jan 2026
Abstract
Compact antennas with ultra-wideband operation and stable radiation are essential for portable and airborne ground-penetrating radar (GPR), yet miniaturization in the sub 3 GHz region is strongly constrained by the wavelength-driven aperture requirement and often leads to impedance discontinuity and radiation instability. This [...] Read more.
Compact antennas with ultra-wideband operation and stable radiation are essential for portable and airborne ground-penetrating radar (GPR), yet miniaturization in the sub 3 GHz region is strongly constrained by the wavelength-driven aperture requirement and often leads to impedance discontinuity and radiation instability. This paper presents a compact aperture-slot antipodal Vivaldi antenna (AS-AVA) designed under a radiation stability-driven co-design strategy, where the miniaturization features are organized along the energy propagation path from the feed to the flared aperture. The proposed structure combines (i) aperture-slot current-path engineering with controlled meandering to extend the low-frequency edge, (ii) four tilted rectangular slots near the aperture to restrain excessive edge currents and suppress sidelobes, and (iii) back-loaded parasitic patches for coupling-based impedance refinement to eliminate residual mismatch pockets. A fabricated prototype on FR-4 (thickness 1.93 mm) occupies 111.15×156.82 mm2 and achieves a measured S11 below 10 dB from 0.63 to 2.03 GHz (fractional bandwidth 105.26%). The measured realized gain increases from 2.1 to 7.5 dBi across the operating band, with stable far-field radiation patterns; the group delay measured over 0.6–2.1 GHz remains within 4–8 ns, indicating good time-domain fidelity for stepped-frequency continuous-wave (SFCW) operation. Finally, the antenna pair is integrated into an SFCW-GPR testbed and validated in sandbox and outdoor experiments, where buried metallic targets and a subgrade void produce clear B-scan signatures after standard processing. These results confirm that the proposed AS-AVA provides a practical trade-off among miniaturization, broadband matching, and radiation robustness for compact sub 3 GHz GPR platforms. Full article
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19 pages, 3076 KB  
Article
Dissecting Context-Specific Effects of ERK5 Signaling in Triple-Negative Breast Cancer
by Katherine L. Hebert, Sarah B. Knopf, Thomas Cheng, Megan C. Benz, Bridgette M. Collins-Burow, Jorge A. Belgodere, Frank H. Lau, Elizabeth C. Martin, Matthew E. Burow and Van H. Barnes
Cancers 2026, 18(3), 376; https://doi.org/10.3390/cancers18030376 - 26 Jan 2026
Abstract
Background: Triple-negative breast cancer (TNBC) is an aggressive subtype of cancer with poor clinical outcomes. There is a critical need to identify novel, druggable targets for TNBC to improve therapy response and patient outcomes. Due to their roles in critical processes driving cancer [...] Read more.
Background: Triple-negative breast cancer (TNBC) is an aggressive subtype of cancer with poor clinical outcomes. There is a critical need to identify novel, druggable targets for TNBC to improve therapy response and patient outcomes. Due to their roles in critical processes driving cancer progression, kinases have been a major focus of drug discovery efforts. The role of extracellular signal-regulated kinase 5 (ERK5) in mediating TNBC extracellular matrix (ECM) has previously been described in 2D culture and in vivo. Here, we characterized the impact of ERK5 on breast cancer biology in 2D culture, 3D spheroids, and our 3D breast adipose-macrophysiological system (BA-MaPS). Methods: We assessed migration changes in MDA-MB-231 parental and ERK5-knockout (ERK5-ko) cells cultured in the three in vitro models using transwell, scratch, and spheroid pseudo-migration assays. Differential gene expression among these cell lines in the three platforms was assessed by RNA sequencing and pathway analysis. Stromal remodeling of adipocytes and matrix was evaluated by H&E and Masson’s Trichrome. Results: Across the in vitro models, ERK5 deletion impaired TNBC cell migration. ERK5-mediated transcriptomic changes included genes associated with epithelial-to-mesenchymal transition (EMT) and migration, with further analysis showing significant alterations in core and associated matrisome. Histological staining corroborated the downregulation of collagen with ERK5 depletion in the BA-MaPS. The NFκB pathway was significantly upregulated only in the ERK5-ko 2D-cultured cells, not in 3D spheroids nor the BA-MaPS model. Conclusions: These results indicate a link between ERK5 and TNBC progression through regulation of TME remodeling, EMT, and cell motility. Differences in 2D culture, 3D spheroid, and BA-MaPS underscore the importance of using physiologically relevant models in breast cancer research. Full article
(This article belongs to the Special Issue Multicellular 3D Models of Cancer)
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38 pages, 2523 KB  
Article
Methods for GIS-Driven Airspace Management: Integrating Unmanned Aircraft Systems (UASs), Advanced Air Mobility (AAM), and Crewed Aircraft in the NAS
by Ryan P. Case and Joseph P. Hupy
Drones 2026, 10(2), 82; https://doi.org/10.3390/drones10020082 - 24 Jan 2026
Viewed by 117
Abstract
The rapid growth of Unmanned Aircraft Systems (UASs) and Advanced Air Mobility (AAM) presents significant integration and safety challenges for the National Airspace System (NAS), often relying on disconnected Air Traffic Management (ATM) and Unmanned Aircraft System Traffic Management (UTM) practices that contribute [...] Read more.
The rapid growth of Unmanned Aircraft Systems (UASs) and Advanced Air Mobility (AAM) presents significant integration and safety challenges for the National Airspace System (NAS), often relying on disconnected Air Traffic Management (ATM) and Unmanned Aircraft System Traffic Management (UTM) practices that contribute to airspace incidents. This study evaluates Geographic Information Systems (GISs) as a unified, data-driven framework to enhance shared airspace safety and efficiency. A comprehensive, multi-phase methodology was developed using GIS (specifically Esri ArcGIS Pro) to integrate heterogeneous aviation data, including FAA aeronautical data, Automatic Dependent Surveillance–Broadcast (ADS-B) for crewed aircraft, and UAS Flight Records, necessitating detailed spatial–temporal data preprocessing for harmonization. The effectiveness of this GIS-based approach was demonstrated through a case study analyzing a critical interaction between a University UAS (Da-Jiang Innovations (DJI) M300) and a crewed Piper PA-28-181 near Purdue University Airport (KLAF). The resulting two-dimensional (2D) and three-dimensional (3D) models successfully enabled the visualization, quantitative measurement, and analysis of aircraft trajectories, confirming a minimum separation of approximately 459 feet laterally and 339 feet vertically. The findings confirm that a GIS offers a centralized, scalable platform for collating, analyzing, modeling, and visualizing air traffic operations, directly addressing ATM/UTM integration deficiencies. This GIS framework, especially when combined with advancements in sensor technologies and Artificial Intelligence (AI) for anomaly detection, is critical for modernizing NAS oversight, improving situational awareness, and establishing a foundation for real-time risk prediction and dynamic airspace management. Full article
(This article belongs to the Special Issue Urban Air Mobility Solutions: UAVs for Smarter Cities)
27 pages, 2150 KB  
Article
Conceptual Retrofit of a Hydrogen–Electric VTOL Rotorcraft: The Hawk Demonstrator Simulation
by Jubayer Ahmed Sajid, Seeyama Hossain, Ivan Grgić and Mirko Karakašić
Designs 2026, 10(1), 9; https://doi.org/10.3390/designs10010009 - 24 Jan 2026
Viewed by 351
Abstract
Decarbonisation of the aviation sector is essential for achieving global-climate targets, with hydrogen propulsion emerging as a viable alternative to battery–electric systems for vertical flight. Unlike previous studies focusing on clean-sheet eVTOL concepts or fixed-wing platforms, this work provides a comprehensive retrofit evaluation [...] Read more.
Decarbonisation of the aviation sector is essential for achieving global-climate targets, with hydrogen propulsion emerging as a viable alternative to battery–electric systems for vertical flight. Unlike previous studies focusing on clean-sheet eVTOL concepts or fixed-wing platforms, this work provides a comprehensive retrofit evaluation of a two-seat light helicopter (Cabri G2/Robinson R22 class) to a hydrogen–electric hybrid powertrain built around a Toyota TFCM2-B PEM fuel cell (85 kW net), a 30 kg lithium-ion buffer battery, and 700 bar Type-IV hydrogen storage totalling 5 kg, aligned with the Vertical Flight Society (VFS) mission profile. The mass breakdown, mission energy equations, and segment-wise hydrogen use for a 100 km sortie are documented using a single main rotor with a radius of R = 3.39 m, with power-by-segment calculations taken from the team’s final proposal. Screening-level simulations are used solely for architectural assessment; no experimental validation is performed. Mission analysis indicates a 100 km operational range with only 3.06 kg of hydrogen consumption (39% fuel reserve). The main contribution is a quantified demonstration of a practical retrofit pathway for light rotorcraft, showing approximately 1.8–2.2 times greater range (100 km vs. 45–55 km battery-only baseline, including respective safety reserves). The Hawk demonstrates a 28% reduction in total propulsion system mass (199 kg including PEMFC stack and balance-of-plant 109 kg, H2 storage 20 kg, battery 30 kg, and motor with gearbox 40 kg) compared to a battery-only configuration (254.5 kg battery pack, plus equivalent 40 kg motor and gearbox), representing approximately 32% system-level mass savings when thermal-management subsystems (15 kg) are included for both configurations. Full article
(This article belongs to the Section Mechanical Engineering Design)
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14 pages, 4488 KB  
Article
From Bovine Immune Milk Profiling to Multi-Antigen Vaccine Design: Enhanced Humoral Responses Against H. pylori with a Flagellin and Urease Subunit Cocktail
by Hongru Li, Enhao Zhang, Jingyuan Ning, Yushan Lin, Guanyuan Wang, Hong Zhang, Cuixia Ma, Jiachao Wang, Miao Li, Xue Gao, Chenhui Li, Lin Wei, Xian Wang and Cuiqing Ma
Vaccines 2026, 14(2), 110; https://doi.org/10.3390/vaccines14020110 - 23 Jan 2026
Viewed by 95
Abstract
Objective: The aim of this study was to develop and evaluate non-antibiotic strategies against Helicobacter pylori by establishing a bovine immune milk platform and designing a synergistic multi-antigen immunogen to enhance humoral immune responses. Methods: Inactivated Helicobacter pylori (H. pylori) was used [...] Read more.
Objective: The aim of this study was to develop and evaluate non-antibiotic strategies against Helicobacter pylori by establishing a bovine immune milk platform and designing a synergistic multi-antigen immunogen to enhance humoral immune responses. Methods: Inactivated Helicobacter pylori (H. pylori) was used to immunize dairy cows, and the resulting immune milk was characterized for antibody specificity, acid stability, and target antigens via ELISA, Western blot, agglutination assays, and mass spectrometry. Key identified antigens (UreA, UreB, UreE, UreG, HypA, FlaA, and FlaB) were produced as recombinant proteins. Their immunogenicity was evaluated in a murine model, comparing single antigens with various protein combinations. Immune responses were assessed by antigen-specific IgG ELISA, bacterial agglutination titers, flow cytometry for T-cell activation, and histopathology for safety. Results: Immune milk contained high-titer, acid-stable IgG antibodies targeting multiple H. pylori virulence factors. In mice, while single proteins induced specific IgG, a multi-antigen cocktail (FlaA + FlaB + HypA + UreA + UreB + UreE + UreG) elicited significantly higher serum agglutination titers (~7 × 103) than single antigens or inactivated whole-cell vaccine, alongside robust CD4+ T-cell activation. No formulations showed any hepatorenal or splenic toxicity. Conclusion: Bovine immune milk is a viable platform for acid-stable antibody delivery. A rationally designed multi-antigen cocktail synergistically enhances functional humoral immunity in vivo, providing a promising foundation for developing antibody-based or subunit vaccine strategies against H. pylori. Full article
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15 pages, 986 KB  
Article
Epidemiology and Clinical Outcomes in the 20-Year HepCoVe Cohort: Progress Toward Elimination of HCV Infection in North-East Italy
by Luisa Cavalletto, Elisabetta Bernardinello, Ilenia Mezzocolli, Silvia De Carlo, Mirko Schipilliti, Eleonora Bertoli and Liliana Chemello
Livers 2026, 6(1), 7; https://doi.org/10.3390/livers6010007 - 23 Jan 2026
Viewed by 139
Abstract
Background and Objectives: The increase in rates of cirrhosis and hepatocellular carcinoma (HCC) due to HCV infection supported the implementation of screening programs for control of this infection in Italy. The HepCoVe network has collected cases with chronic hepatitis C (CHC) in the [...] Read more.
Background and Objectives: The increase in rates of cirrhosis and hepatocellular carcinoma (HCC) due to HCV infection supported the implementation of screening programs for control of this infection in Italy. The HepCoVe network has collected cases with chronic hepatitis C (CHC) in the Veneto region of North-East Italy since the 2000s. This platform allowed us to (a) compare the characteristics of the HCV cohort exposed to parenteral risk before or after 1995 (introduction of mandatory HCV testing), and (b) track the changes induced by IFN-based therapy and the novel direct-acting antivirals (DAA). Methods: From January 2000 to December 2005, 2703 prospectively recruited cases with CHC were analyzed and followed up for 16.2 ± 8.4 years, by a per protocol analysis. Results: Two epidemic waves occurred; the first, related to blood transfusions and infection with the HCV-1b and 2a/2c genotypes, affecting an elderly population, and the second, spread through drug addiction, among young people and with a prevalence of HCV-1a, 3a/3b and 4c/4d. Patients treated with DAA had more advanced liver disease; despite this, they achieved the highest SVR rate, compared to those who received an IFN-based regimen (95.1% vs. 61.5%; p < 0.01). The 10-year HCC incidence rate by KM was 0.81, 3.75, and 1.26 per 100 person-years (p-y) in cases with or without SVR and in the untreated group, respectively (p < 0.001). Conclusions: The period of exposure to HCV in Italy (born from 1939 to 1989) was supported by two epidemic waves. Unknowing cases of HCV infection are disappearing, particularly those included in the first cohort, among the “boomers”. Despite the eradication of HCV in all treated cases, antiviral therapy does not completely eliminate the risk of HCC onset. Full article
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16 pages, 2031 KB  
Article
Semitransparent Perovskite-Emulating Photovoltaic Covers for Lettuce Production
by Miriam Distefano, Giovanni Avola, Alessandra Alberti, Salvatore Valastro, Gaetano Calogero, Giovanni Mannino and Ezio Riggi
Agriculture 2026, 16(2), 282; https://doi.org/10.3390/agriculture16020282 - 22 Jan 2026
Viewed by 43
Abstract
Semitransparent perovskite photovoltaic (sPV) covers offer an attractive route for agrivoltaics, but their spectrally selective transmittance must be validated on plants cultivated under panel or in simulated conditions. Here, an AVA–MAPI perovskite module transmission profile was replicated using a programmable multi-channel LED platform [...] Read more.
Semitransparent perovskite photovoltaic (sPV) covers offer an attractive route for agrivoltaics, but their spectrally selective transmittance must be validated on plants cultivated under panel or in simulated conditions. Here, an AVA–MAPI perovskite module transmission profile was replicated using a programmable multi-channel LED platform and compared with a Reference McCree-adapted LED spectrum at identical photon flux density. Two lettuce cultivars (Lactuca sativa L.; ‘Canasta’ and ‘Trocadero’) were grown hydroponically in a light-sealed phytotron for 30 days (300 μmol m−2 s−1; 16/8 h photoperiod) under uniform temperature and humidity. Leaf gas exchange was quantified by fitting photosynthetic light-response curves, and plant performance was concurrently evaluated through growth metrics, biomass partitioning, and pigment-related traits (chlorophyll a/b, total carotenoids). The perovskite-emulated spectrum measurably reshaped net CO2 assimilation across the PAR domain—yielding higher AN at selected irradiances in post hoc contrasts—yet these physiological shifts did not translate into differences in leaf area, shoot or root biomass, or pigment concentrations—demonstrating spectral plasticity and agricultural compatibility of field-characterized perovskite transmission spectra. Overall, perovskite-emulated light sustained agronomically equivalent lettuce performance under moderate irradiance, supporting the feasibility of semitransparent perovskite PV covers, while underscoring the need for validation under natural sunlight. Full article
(This article belongs to the Section Agricultural Systems and Management)
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26 pages, 2875 KB  
Article
Noise Reduction for Water Supply Pipeline Leakage Signals Based on the Black-Winged Kite Algorithm
by Zhu Jiang, Jiale Li, Haiyan Ning, Xiang Zhang and Yao Yang
Sensors 2026, 26(2), 736; https://doi.org/10.3390/s26020736 - 22 Jan 2026
Viewed by 42
Abstract
In order to solve the problem of false alarms and missed alarms in pipeline monitoring caused by a large amount of noise in the negative pressure wave signal collected by pressure sensors, a new pressure signal denoising method based on the black-winged kite [...] Read more.
In order to solve the problem of false alarms and missed alarms in pipeline monitoring caused by a large amount of noise in the negative pressure wave signal collected by pressure sensors, a new pressure signal denoising method based on the black-winged kite algorithm (BWK) is proposed. First, the variational mode decomposition (VMD) parameters are optimized through BWK. Next, the effective modal components are screened by sample entropy, and the secondary noise reduction of the signal is carried out by using the wavelet thresholding (WT). Finally, the signal is reconstructed to achieve noise reduction. Simulation experiments show that, compared with WT and empirical mode decomposition (EMD), the method proposed in this paper can achieve the best noise reduction effect under both high and low signal-to-noise ratio (SNR) conditions. The method proposed in the paper can achieve the highest SNR of 14.2280 dB, compared to WT’s SNR of 12.6458 dB and EMD’s SNR of 5.5292 dB. To further validate the performance of the algorithm, an experimental platform for simulating pipeline leaks is built. Compared with WT and EMD, the method proposed in this paper also shows the best noise reduction effect. This method provides a high-precision and adaptive solution for leak detection in urban water supply pipelines and has strong engineering application value. Full article
(This article belongs to the Section Physical Sensors)
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26 pages, 4607 KB  
Article
CHARMS: A CNN-Transformer Hybrid with Attention Regularization for MRI Super-Resolution
by Xia Li, Haicheng Sun and Tie-Qiang Li
Sensors 2026, 26(2), 738; https://doi.org/10.3390/s26020738 - 22 Jan 2026
Viewed by 23
Abstract
Magnetic resonance imaging (MRI) super-resolution (SR) enables high-resolution reconstruction from low-resolution acquisitions, reducing scan time and easing hardware demands. However, most deep learning-based SR models are large and computationally heavy, limiting deployment in clinical workstations, real-time pipelines, and resource-restricted platforms such as low-field [...] Read more.
Magnetic resonance imaging (MRI) super-resolution (SR) enables high-resolution reconstruction from low-resolution acquisitions, reducing scan time and easing hardware demands. However, most deep learning-based SR models are large and computationally heavy, limiting deployment in clinical workstations, real-time pipelines, and resource-restricted platforms such as low-field and portable MRI. We introduce CHARMS, a lightweight convolutional–Transformer hybrid with attention regularization optimized for MRI SR. CHARMS employs a Reverse Residual Attention Fusion backbone for hierarchical local feature extraction, Pixel–Channel and Enhanced Spatial Attention for fine-grained feature calibration, and a Multi-Depthwise Dilated Transformer Attention block for efficient long-range dependency modeling. Novel attention regularization suppresses redundant activations, stabilizes training, and enhances generalization across contrasts and field strengths. Across IXI, Human Connectome Project Young Adult, and paired 3T/7T datasets, CHARMS (~1.9M parameters; ~30 GFLOPs for 256 × 256) surpasses leading lightweight and hybrid baselines (EDSR, PAN, W2AMSN-S, and FMEN) by 0.1–0.6 dB PSNR and up to 1% SSIM at ×2/×4 upscaling, while reducing inference time ~40%. Cross-field fine-tuning yields 7T-like reconstructions from 3T inputs with ~6 dB PSNR and 0.12 SSIM gains over native 3T. With near-real-time performance (~11 ms/slice, ~1.6–1.9 s per 3D volume on RTX 4090), CHARMS offers a compelling fidelity–efficiency balance for clinical workflows, accelerated protocols, and portable MRI. Full article
(This article belongs to the Special Issue Sensing Technologies in Digital Radiology and Image Analysis)
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38 pages, 12262 KB  
Article
A Reproducible FPGA–ADC Synchronization Architecture for High-Speed Data Acquisition
by Van Muoi Ngo and Thanh Dong Nguyen
Data 2026, 11(1), 23; https://doi.org/10.3390/data11010023 - 21 Jan 2026
Viewed by 101
Abstract
High-speed data acquisition systems based on field-programmable gate arrays (FPGAs) often face synchronization challenges when interfacing with commercial analog-to-digital converters (ADCs), particularly under constrained hardware routing conditions and vendor-specific clocking assumptions. This work presents a vendor-independent FPGA–ADC synchronization architecture that enables reliable and [...] Read more.
High-speed data acquisition systems based on field-programmable gate arrays (FPGAs) often face synchronization challenges when interfacing with commercial analog-to-digital converters (ADCs), particularly under constrained hardware routing conditions and vendor-specific clocking assumptions. This work presents a vendor-independent FPGA–ADC synchronization architecture that enables reliable and repeatable high-speed data acquisition without relying on clock-capable input resources. Clock and frame signals are internally reconstructed and phase-aligned within the FPGA using mixed-mode clock management (MMCM) and input serializer/deserializer (ISERDES) resources, enabling time-sequential phase observation without the need for parallel snapshot or delay-line structures. Rather than targeting absolute metrological limits, the proposed approach emphasizes a reproducible and transparent data acquisition methodology applicable across heterogeneous FPGA–ADC platforms, in which clock synchronization is treated as a system-level design parameter affecting digital interface timing integrity and data reproducibility. Experimental validation using a custom Kintex-7 (XC7K325T) FPGA and an AFE7225 ADC demonstrates stable synchronization at sampling rates of up to 125 MS/s, with frequency-offset tolerance determined by the phase-tracking capability of the internal MMCM-based alignment loop. Consistent signal acquisition is achieved over the 100 kHz–20 MHz frequency range. The measured interface level timing uncertainty remains below 10 ps RMS, confirming robust clock and frame alignment. Meanwhile, the observed signal-to-noise ratio (SNR) performance, exceeding 80 dB, reflects the phase–noise-limited measurement quality of the system. The proposed architecture provides a cost-effective, scalable, and reproducible solution for experimental and research-oriented FPGA-based data acquisition systems operating under practical hardware constraints. Full article
(This article belongs to the Topic Data Stream Mining and Processing)
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22 pages, 2428 KB  
Article
Prevalence, Characterization and Genetic Diversity of Listeria monocytogenes in Ready-to-Eat Raw Salmon (Salmo salar) and Trout (Oncorhynchus mykiss) Products
by Yujie Gong, Lin Yao, Meng Qu, Fengling Li, Yingying Guo, Na Li, Wenjia Zhu, Lianzhu Wang, Peng Wang and Yanhua Jiang
Foods 2026, 15(2), 385; https://doi.org/10.3390/foods15020385 - 21 Jan 2026
Viewed by 80
Abstract
Listeria monocytogenes is a high-risk pathogenic bacterium associated with ready-to-eat foods and poses a potential threat to consumer health. This study aimed to investigate the prevalence, characterization and genetic diversity of L. monocytogenes in ready-to-eat raw salmon and trout products obtained from physical [...] Read more.
Listeria monocytogenes is a high-risk pathogenic bacterium associated with ready-to-eat foods and poses a potential threat to consumer health. This study aimed to investigate the prevalence, characterization and genetic diversity of L. monocytogenes in ready-to-eat raw salmon and trout products obtained from physical stores and online stores in China. Out of 150 samples analyzed, 23 (15.3%) were positive for L. monocytogenes. Among these positive samples, three (12%) were from Japanese restaurants, four (16%) from farmers markets, one (2.9%) from large supermarkets and fifteen (30%) from e-commerce platforms, and only one sample showed a contamination level exceeding 100 most probable number (MPN)/g. The isolates from positive samples demonstrated a concrete public health risk through several findings: twenty-three L. monocytogenes exhibited varying degrees of cytotoxicity, ranging from 7.6% to 71.8%. Compared with the reference strain ATCC 19115, five of these isolates were highly cytotoxic, a result that was validated by mouse survival rate experiment, which also confirmed their high virulence at tested dose. All isolates were resistant to cefuroxime sodium, ceftriaxone, cefepime and nalidixic acid, and 13% showed resistance to sulphamethoxazole-trimethoprim. Three serogroups were identified, with serogroup Ⅰ.1 (1/2a, 3a) being the most prevalent (65.2%). These isolates were grouped into eight sequence types, with ST8 (34.8%) and ST87 (30.4%) dominating. All isolates carried virulence genes associated with LIPI-1 andmultiple internalin genes (inlA, inlB, inlJ and inlK), confirming their potential pathogenicity. Additionally, the isolates harbored antimicrobial resistance genes lin and FosX. The five highly virulent isolates exhibited the highest genetic similarity to J2-031 (GCA_000438645.1) and C1-387 (GCA_000438605.1). The results provided valuable information for Chinese regulatory authorities to strengthen the risk monitoring of L. monocytogenes in ready-to-eat raw salmon and trout products. Full article
(This article belongs to the Section Food Microbiology)
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Article
Structure-Related Properties in AlP Nanoparticles Across One- and Two-Dimensional Architectures
by Fotios I. Michos, Christina Papaspiropoulou, Nikos Aravantinos-Zafiris and Michail M. Sigalas
Crystals 2026, 16(1), 70; https://doi.org/10.3390/cryst16010070 - 21 Jan 2026
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Abstract
A systematic density functional theory (DFT) and time-dependent DFT (TD-DFT) investigation of aluminum phosphide (AlxPx) nanoparticles with diverse dimensionalities and geometries is presented. Starting from a cubic-like Al4P4 building block, a series of one-dimensional (1D) elongated, [...] Read more.
A systematic density functional theory (DFT) and time-dependent DFT (TD-DFT) investigation of aluminum phosphide (AlxPx) nanoparticles with diverse dimensionalities and geometries is presented. Starting from a cubic-like Al4P4 building block, a series of one-dimensional (1D) elongated, two-dimensional (2D) exotic, and extended sheet-like nanostructures was constructed, enabling a unified structure–property analysis across size and topology. Optical absorption and infrared (IR) vibrational spectra were computed and correlated with geometric motifs, revealing pronounced shape-dependent tunability. Compact and highly interconnected 2D architectures exhibit red-shifted absorption and enhanced vibrational polarizability, whereas elongated or low-connectivity motifs lead to blue-shifted optical responses and stiffer vibrational frameworks. Benchmark comparisons indicate that CAM-B3LYP excitation energies closely reproduce reference EOM-CCSD trends for the lowest singlet states. Binding energy and HOMO-UMO gap analyses confirm increasing thermodynamic stability with size and dimensionality, alongside topology-driven electronic modulation. These findings establish AlP nanostructures as highly tunable platforms for optoelectronic and vibrationally active applications. Full article
(This article belongs to the Section Inorganic Crystalline Materials)
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