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Search Results (12,034)

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17 pages, 2303 KB  
Article
Psychoacoustic Evaluation of Shared-Bike Electronic Alert Sounds: Effects of Brand, Sound Pressure Level, and Occurrence Frequency on Annoyance
by Kaishi Meng, Linda Liang and Yang Song
Appl. Sci. 2026, 16(9), 4221; https://doi.org/10.3390/app16094221 (registering DOI) - 25 Apr 2026
Abstract
This paper examines the subjective annoyance associated with shared-bike electronic alert sounds (SBeASs), an emerging urban noise source. A study was conducted by employing extensive questionnaire surveys and psychoacoustic experiments. A preliminary survey (N = 1340) indicated that 90.6% of participants reported being [...] Read more.
This paper examines the subjective annoyance associated with shared-bike electronic alert sounds (SBeASs), an emerging urban noise source. A study was conducted by employing extensive questionnaire surveys and psychoacoustic experiments. A preliminary survey (N = 1340) indicated that 90.6% of participants reported being impacted by SBeASs, with pronounced effects on nighttime rest and daytime work efficiency. In this study, SBeAS samples were taken from three prominent Chinese bike-sharing brands: Hello Bike, Meituan Bike, and DiDi Bike. Under laboratory conditions, subjective annoyance assessments (N = 28) for SBeASs were conducted at controlled sound pressure levels (SPLs) ranging from 45 to 65 dBA, with occurrence frequencies of 1, 3, and 5 s. Simultaneously, annoyance assessments were also conducted for two reference noise types: traffic noise and street noise. The results indicated a notable increase in annoyance levels related to SBeASs with rising SPL and increased occurrence frequency. Minor variations in annoyance were identified among different bike-sharing brands, which can be attributed to their distinct acoustic features. When the SPL was above 55 dBA, the DiDi Bike SBeASs produced considerably higher annoyance than those of other brands. This can be attributed to its elevated low-frequency energy, loudness, and roughness. Moreover, individuals exhibiting increased sensitivity to noise reported notably higher annoyance ratings on the SBeAS scale (p = 0.019). Under low-SPL conditions (45–55 dBA), the annoyance attributed to frequent SBeASs can exceed that caused by traffic noise and street noise at comparable SPLs, highlighting the distinct disruptive impact of abrupt sound sources. Full article
(This article belongs to the Section Acoustics and Vibrations)
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16 pages, 616 KB  
Review
Minimally Invasive Interventions for Childhood Caries: A Scoping Review of Their Applicability in Public Health and Community Settings
by Giovanna Lima Fortunato, Gabriel Pereira Nunes, Isabela dos Santos de Deus, Priscila Toninatto Alves de Toledo, Guilherme Assumpção Silva, Cristina Antoniali Silva, Aimée Maria Guiotti and Daniela Atili Brandini
Healthcare 2026, 14(9), 1155; https://doi.org/10.3390/healthcare14091155 (registering DOI) - 25 Apr 2026
Abstract
Background/Objectives: Dental caries is one of the most prevalent chronic diseases in childhood, disproportionately affecting socially vulnerable populations. This scoping review aimed to analyze the clinical effects of selected minimally invasive materials and approaches, specifically mouthrinses, fluoride varnishes, silver diamine fluoride, and glass [...] Read more.
Background/Objectives: Dental caries is one of the most prevalent chronic diseases in childhood, disproportionately affecting socially vulnerable populations. This scoping review aimed to analyze the clinical effects of selected minimally invasive materials and approaches, specifically mouthrinses, fluoride varnishes, silver diamine fluoride, and glass ionomer-based interventions, for the prevention and management of dental caries in pediatric patients, with emphasis on public health and community-based settings. Methods: This scoping review followed the Population, Concept, and Context (PCC) framework. Electronic searches were conducted up to 23 January 2026, using tailored strategies for mouthrinses, fluoride varnishes, silver diamine fluoride (SDF), and glass ionomer cements (GICs). Randomized clinical trials (RCTs) were included. Data extraction and qualitative synthesis focused on clinical outcomes and applicability in public health contexts. Results: Fifty-five RCTs were included. Fluoride- or chlorhexidine-based mouthrinses showed potential in controlling cariogenic biofilm, with evidence primarily based on microbiological outcomes. Fluoride varnishes were associated with enamel remineralization and control of early white spot lesions, particularly in supervised programs. SDF was reported to achieve high caries’ arrest rates in cavitated dentin lesions of primary teeth, while its preventive effect on sound surfaces appeared comparable to other fluoride-based interventions. GICs were associated with acceptable clinical performance as pit-and-fissure sealants and in atraumatic restorative treatment. Conclusions: Minimally invasive dentistry (MID) approaches show promise for the prevention and management of childhood dental caries in public health and community-based settings. However, these findings should be interpreted with caution due to the heterogeneity of interventions and outcome measures, the predominance of short-term and surrogate (microbiological) outcomes, and the absence of a formal risk-of-bias assessment. As a scoping review, the synthesis is narrative in nature, which limits the ability to draw definitive conclusions. Further studies with standardized clinical outcomes and longer follow-up are needed to strengthen the evidence. Full article
(This article belongs to the Special Issue Current Advances in Oral Health Promotion)
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11 pages, 522 KB  
Article
Relationships Between Salivary Biomarkers and Oral Function in Elderly People Using a Saliva Testing Device
by Toshiro Yamamoto, Keiichi Ishizaki, Yukina Muraoka, Ibuki Ishikaku, Yusuke Tomiie, Hideki Yoshimatsu, Keita Kano, Norihiro Ouchi, Atsuo Adachi and Satoaki Matoba
Dent. J. 2026, 14(5), 251; https://doi.org/10.3390/dj14050251 - 24 Apr 2026
Abstract
Background/Objectives: Oral functional decline is associated not only with impaired oral conditions, such as poor oral hygiene, oral dryness, decreased occlusal force, reduced masticatory performance, low tongue pressure, impaired tongue–lip motor function, and dysphagia, but also with deterioration in overall systemic health. [...] Read more.
Background/Objectives: Oral functional decline is associated not only with impaired oral conditions, such as poor oral hygiene, oral dryness, decreased occlusal force, reduced masticatory performance, low tongue pressure, impaired tongue–lip motor function, and dysphagia, but also with deterioration in overall systemic health. Saliva plays a crucial role in maintaining oral function. This study investigated the relationships between conditions related to oral functional decline and salivary biomarkers. Methods: Elderly people residing in the Kyotango area were evaluated using oral function assessments, including the oral hygiene status, salivary flow rate, occlusal force, masticatory performance, tongue pressure, tongue–lip motor function, and swallowing function. Salivary biomarkers were evaluated using an oral environment assessment system (SillHa, Arkray, Kyoto). The biomarkers tested included cariogenic bacteria, acidity, buffering capacity, leukocytes, protein, and ammonia. Statistical analyses were performed using SPSS version 30 (IBM, Armonk, NY, USA). Results: Significant differences and correlations were observed between salivary biomarkers and five of the seven assessment criteria for oral functional decline: a poor oral hygiene status, oral dryness, decreased occlusal force, impaired tongue–lip motor function, and decreased masticatory function. A poor oral hygiene status was associated with the bacterial count and cariogenic bacteria. Oral dryness was associated with the salivary flow rate, acidity, and buffering capacity. Decreased occlusal force was associated with the number of remaining teeth, cariogenic bacteria, acidity, leukocytes, and protein. Impaired tongue–lip motor function was associated with the /pa/, /ta/, and /ka/ sounds and leukocytes. Decreased masticatory function was associated with masticatory performance, cariogenic bacteria, leukocytes, and protein. Conclusions: The present results suggest the potential of salivary biomarker testing using this assessment system as a simple and practical screening tool for identifying oral functional decline. Furthermore, salivary biomarker testing may be useful in oral function assessments. Full article
(This article belongs to the Topic Preventive Dentistry and Public Health)
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17 pages, 5075 KB  
Article
Integrating Frequency Guidance into Multi-Source Domain Generalization for Acoustic-Based Fault Diagnosis in Industrial Systems
by Yu Wang, Hongyang Zhang, Yinhao Liu, Chenyu Ma, Xiaolu Li, Xiaotong Tu and Xinghao Ding
Sensors 2026, 26(9), 2647; https://doi.org/10.3390/s26092647 - 24 Apr 2026
Abstract
With the increasing demand for intelligent fault monitoring, acoustic-based diagnosis has emerged as a promising solution for industrial applications such as pipeline leakage and electrical equipment fault detection. However, complex working conditions and domain shifts significantly degrade model performance, especially when unseen target [...] Read more.
With the increasing demand for intelligent fault monitoring, acoustic-based diagnosis has emerged as a promising solution for industrial applications such as pipeline leakage and electrical equipment fault detection. However, complex working conditions and domain shifts significantly degrade model performance, especially when unseen target domain data is unavailable. To address this, we propose an amplitude-phase collaborative augmentation network named AP-CANet tailored for acoustic fault diagnosis. Specifically, the network adaptively aligns amplitude and phase features across multiple source domains and performs label-consistent sample augmentation to enrich data diversity while preserving semantic consistency. A frequency–spatial interaction module further integrates global spectral information with local temporal details to improve feature discriminability. Moreover, we introduce a manifold triplet loss that scales shortest path distances in the feature manifold, encouraging the model to better capture subtle distinctions among hard samples and improving intra-class compactness and inter-class separability. We evaluate the proposed method on two publicly available datasets: the Pipeline Leak Acoustic Dataset (GPLA-12) and the Electrical Sound Dataset (MIMII-DG). Experimental results demonstrate superior performance under domain-shift scenarios, highlighting the method’s potential for scalable and low-cost acoustic fault diagnosis in real-world industrial environments. Full article
(This article belongs to the Special Issue Sensor-Based Condition Monitoring and Intelligent Fault Diagnosis)
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29 pages, 960 KB  
Review
Rethinking Naturalistic Movie Neuroimaging Through Film Form
by Zhengcao Cao, Yashu Wang, Xiang Xiao and Yiwen Wang
Behav. Sci. 2026, 16(5), 639; https://doi.org/10.3390/bs16050639 - 24 Apr 2026
Abstract
Understanding how the brain processes complex real-world experiences remains a central challenge in cognitive neuroscience. Naturalistic movie neuroimaging has gained prominence by using temporally continuous stimuli that approximate everyday perception. However, cinematic experience is not equivalent to real-world cognition. Films are systematically constructed [...] Read more.
Understanding how the brain processes complex real-world experiences remains a central challenge in cognitive neuroscience. Naturalistic movie neuroimaging has gained prominence by using temporally continuous stimuli that approximate everyday perception. However, cinematic experience is not equivalent to real-world cognition. Films are systematically constructed through film forms such as editing, camera movement, and sound, which diverge from natural perceptual conditions and shape cognitive processing. In this review, we rethink naturalistic movie neuroimaging by foregrounding film form as a central explanatory factor. We propose a conceptual framework for studying human cognition through film form, in which film form is conceptualized as a mediating layer between naturalistic movie neuroimaging and cognitive processing. We synthesize behavioral and neuroimaging evidence showing that multiple film forms exert domain-specific influences on attention, emotion, and memory. To organize these findings, we propose the Film Cognition Matrix, which maps film forms onto core cognitive domains and supports comparative research. Finally, we argue that interpretations of naturalistic movie neuroimaging should explicitly model film form as a mediator. Future directions include computationally modeling to isolate film-form effects on neural activity, expanding film-form–cognition mapping, exploring interactive and immersive media, and clarifying the boundary between real-world cognition and cinematic aesthetics. Full article
16 pages, 4073 KB  
Article
Bamboo Milling Process Parameters’ Influence on Sound Level and Surface Performance via Response Surface Methodology
by Haiyang Chen, Dietrich Buck, Jianwen Ding, Xiaolei Guo and Zhaolong Zhu
Forests 2026, 17(5), 521; https://doi.org/10.3390/f17050521 (registering DOI) - 24 Apr 2026
Abstract
This study investigates how key milling parameters influence both cutting noise and surface quality during the machining of laminated bamboo lumber. Using a multifactorial optimal response surface methodology, the effects of fibre orientation (0–135°), spindle speed (7000–10,000 r/min), feed rate (0.5–2.0 m/min) and [...] Read more.
This study investigates how key milling parameters influence both cutting noise and surface quality during the machining of laminated bamboo lumber. Using a multifactorial optimal response surface methodology, the effects of fibre orientation (0–135°), spindle speed (7000–10,000 r/min), feed rate (0.5–2.0 m/min) and milling depth (0.5–2.0 mm) were quantified through 25 experimental runs. Cutting noise, measured as peak sound pressure level (SPL), ranged from 86.8 to 95.2 dB, increasing markedly with fibre angle, feed rate, and milling depth, but exhibiting a non-linear response to spindle speed. Surface roughness (Sa) varied from 2.6 to 11.7 µm and was most strongly governed by milling depth, followed by fibre orientation and feed rate, with a significant interaction between fibre orientation and spindle speed. Quadratic regression models demonstrated strong predictive performance (R2 = 0.97 for SPL; R2 = 0.85 for Sa). Based on the response surfaces, optimal low-noise, high-quality machining was achieved at moderate spindle speeds, low feed rates, and shallow milling depths. These findings provide a mechanistic basis for understanding noise–roughness coupling in bamboo machining and offer practical guidance for computer numerical control processing, tool selection, and industrial noise reduction strategies in bamboo manufacturing. Full article
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22 pages, 402 KB  
Article
Validation of a Scale to Measure Career Concerns Related to Perceived Environmental Challenges (the CC-PEC Scale)
by Andrea Zammitti, Angela Russo, Jenny Marcionetti and Anna Parola
Behav. Sci. 2026, 16(5), 636; https://doi.org/10.3390/bs16050636 - 24 Apr 2026
Abstract
Choosing a future career represents a complex developmental task, often accompanied by multiple concerns and anxieties. The Social Cognitive Career Theory and Life Design paradigm emphasize the importance of supporting individuals in managing career-related challenges. However, global stressors—such as the COVID-19 pandemic, the [...] Read more.
Choosing a future career represents a complex developmental task, often accompanied by multiple concerns and anxieties. The Social Cognitive Career Theory and Life Design paradigm emphasize the importance of supporting individuals in managing career-related challenges. However, global stressors—such as the COVID-19 pandemic, the war in Ukraine, and increasing awareness of the climate emergency—have introduced new and multifaceted sources of uncertainty that are not adequately captured by existing instruments. This gap highlights the need for a psychometrically sound measure to assess emerging career-related concerns in the contemporary context. Accordingly, the study aimed to develop and validate the Career Concerns related to Perceived Environmental Challenges (CC-PEC Scale). Four studies were conducted. Study 1 employed exploratory factor analysis, supporting a three-factor structure (Career-related COVID-19 pandemic concern, Career-related war concern, and Career-related climate emergency concern). Study 2 confirmed this structure using confirmatory factor analysis and demonstrated measurement invariance across gender, supporting a hierarchical factorial model. Study 3 provided evidence of concurrent and discriminant validity through associations with related constructs. Study 4 offered preliminary evidence of stability and predictive validity using life satisfaction and flourishing as outcome variables. Overall, the findings support the CC-PEC Scale as a reliable and valid instrument for assessing career-related concerns linked to global environmental challenges. These results have important implications for research and career guidance interventions aimed at supporting young people’s career development in increasingly uncertain contexts. Full article
(This article belongs to the Special Issue External Influences in Adolescents’ Career Development: 2nd Edition)
29 pages, 1090 KB  
Review
Advanced Waste-to-Energy Technologies: Evidence, Scalability, and Implications for a Net-Zero Transition
by Sharif H. Zein
Appl. Sci. 2026, 16(9), 4169; https://doi.org/10.3390/app16094169 - 24 Apr 2026
Abstract
The escalating global challenge of waste management, combined with the urgent need to reduce greenhouse gas emissions, has intensified interest in waste-to-energy (WtE) technologies as integrated solutions for sustainable energy recovery. This review critically examines advanced WtE technologies through three interconnected dimensions: the [...] Read more.
The escalating global challenge of waste management, combined with the urgent need to reduce greenhouse gas emissions, has intensified interest in waste-to-energy (WtE) technologies as integrated solutions for sustainable energy recovery. This review critically examines advanced WtE technologies through three interconnected dimensions: the strength of the evidence base supporting performance and environmental claims, the challenges associated with scalability and system integration, and the implications of these technologies for net-zero energy transitions. The analysis covers thermochemical, biochemical, and hybrid conversion pathways, including pyrolysis, gasification, hydrothermal liquefaction, and anaerobic digestion, with particular emphasis on identifying inconsistencies in the literature and clarifying key uncertainties. A persistent gap between laboratory-scale performance and commercial-scale operation is identified and characterised across conversion pathways. Its principal drivers of feedstock heterogeneity, heat transfer limitations, and operational complexity are examined. Environmental assessments are shown to be highly sensitive to system boundary definitions and carbon accounting methodologies, with lifecycle results varying substantially depending on energy substitution assumptions and biogenic carbon treatment. The integration of WtE within circular economy frameworks demonstrates that energy recovery is most effective when positioned as a complement to material recycling rather than a substitute. The roles of combined heat and power configurations, district heating, carbon capture and storage, and emerging reactor technologies in advancing net-zero contributions are assessed. Significant data gaps are identified in long-term operational performance, modelling transparency, and reporting standardisation. The review concludes that WtE technologies represent valuable components of integrated waste and energy management systems, but their long-term contribution to decarbonisation requires careful system design, sound operational strategies, and harmonised performance evaluation frameworks. Full article
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16 pages, 855 KB  
Article
Speech Sound Production in Adults with Dyslexia
by Sabrina Turker, Natalia Kartushina and Narly Golestani
Brain Sci. 2026, 16(5), 448; https://doi.org/10.3390/brainsci16050448 - 23 Apr 2026
Abstract
Background: Dyslexia is a reading disorder that is associated with phonological processing and awareness difficulties. However, little is known about phonetic production in dyslexia. Whereas individual differences in speech sound perception were linked to native and foreign speech sound production in typical readers, [...] Read more.
Background: Dyslexia is a reading disorder that is associated with phonological processing and awareness difficulties. However, little is known about phonetic production in dyslexia. Whereas individual differences in speech sound perception were linked to native and foreign speech sound production in typical readers, this remains to be explored in dyslexia. Given the phonetic processing deficits frequently encountered in dyslexia, we aimed to pinpoint potential differences in the acoustic realization of native phonemic production in adults with dyslexia. Methods: Ten adults with dyslexia and ten age-matched typical readers produced 24 native-language minimal voiced–voiceless word pairs across three places of articulation (labial, dental, velar) in a reading task. Acoustic analyses addressed phonemic category size, between-category distance, and voice onset time (VOT). Pseudoword reading performance served as an index of phonological decoding ability. Results: For category size, we observed a trend-level group-by-type interaction (p = 0.059, η2 = 0.04): both groups showed larger category sizes for voiced than voiceless consonants, but this difference was numerically larger in typical readers. Between-category distance showed a marginal group effect (p = 0.089, η2 = 0.14), with larger differences between categories in dyslexia. VOT showed the expected effect of voicing, but no group differences. Conclusions: Our results indicate broadly preserved speech production in dyslexia, alongside subtle differences in category separation and size in dyslexia, marked by considerable inter-individual variability. Full article
(This article belongs to the Special Issue Current Advances in Developmental Dyslexia)
21 pages, 54567 KB  
Article
Application and Development of Aircraft Flyover Measurements in China
by Haoyuan Dong, Cheng Wei Lee, Yuqi Zhou and Wei Ma
Acoustics 2026, 8(2), 27; https://doi.org/10.3390/acoustics8020027 - 23 Apr 2026
Abstract
Aircraft flyover measurements are used to record the acoustic pressure signals generated by large civil aircraft as they fly over a large-scale microphone array deployed on the ground, thereby obtaining the spatial distribution of aircraft airframe noise and providing technical support for aircraft [...] Read more.
Aircraft flyover measurements are used to record the acoustic pressure signals generated by large civil aircraft as they fly over a large-scale microphone array deployed on the ground, thereby obtaining the spatial distribution of aircraft airframe noise and providing technical support for aircraft noise reduction. Aircraft flyover measurements have been widely applied in the research and development of numerous large civil aircraft in Europe and North America since the 1990s. In recent years, aircraft flyover measurements have also been extensively adopted in China, particularly with the rapid development of COMAC C919 large civil aircraft. Computer vision techniques have also been applied to microphone position calibration and aircraft trajectory determination in measurements, which has effectively improved measurement efficiency and accuracy. This paper presents an integrated procedure for aircraft flyover measurements of large civil aircraft in China, including microphone array design, installation, and calibration, noise acquisition system setup and data acquisition, aircraft trajectory determination, and data processing. Full article
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17 pages, 15034 KB  
Article
Single-Particle Ignition Mechanism of Polyurethane Acoustic Foam by Fountain-Type Pyrotechnic Device: An Experimental Study
by Maria Prodan, Emilian Ghicioi, George Artur Gaman, Daniel Pupazan, Marius Cornel Suvar, Nicolae Vlasin, Florin Manea, Irina Nalboc, Andrei Szollosi-Mota, Gheorghe Daniel Florea and Robert Laszlo
Fire 2026, 9(5), 180; https://doi.org/10.3390/fire9050180 - 23 Apr 2026
Abstract
While polyurethane acoustic foam is widely used in entertainment settings for sound absorption, it poses a considerable fire risk when exposed to sparks from pyrotechnic devices. Even though fountain-type pyrotechnic devices are often perceived as producing “cold sparks”, the ignition potential of a [...] Read more.
While polyurethane acoustic foam is widely used in entertainment settings for sound absorption, it poses a considerable fire risk when exposed to sparks from pyrotechnic devices. Even though fountain-type pyrotechnic devices are often perceived as producing “cold sparks”, the ignition potential of a single incandescent particle remains insufficiently quantified. This study experimentally investigates the ignition capacity of a fountain-type pyrotechnic article on pyramidal polyurethane acoustic foam under controlled conditions. Three dedicated experimental configurations were developed: (i) ignition probability tests at various distances, (ii) scaled configuration tests reproducing realistic installation geometry, and (iii) high-speed visualization of single incandescent particle interaction with the foam surface. For the first two configurations, ignition probabilities of 20% and 22.2% were obtained. High-speed recordings showed two distinct interaction mechanisms: particle fragmentation and ricochet, which did not result in ignition; partial penetration with localized melting, volatile release, and gas-phase ignition when residual thermal energy (about 0.5–1 J) was retained. The results demonstrate that even isolated single incandescent particles generated under realistic conditions can initiate the combustion of polyurethane acoustic foam. These findings challenge the “cold spark” safety perception and provide quantitative evidence that particle–induced ignition represents a significant fire hazard in enclosed environments where combustible acoustic materials and pyrotechnic effects coexist. The findings in this paper have direct implications for safety regulations in entertainment venues. Full article
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9 pages, 3671 KB  
Proceeding Paper
EFACA Aircraft Noise in Flight and Ground Operations on a Roadmap to ACARE Noise Goals
by Vitalii Makarenko, Kateryna Kazhan, Vadim Tokarev, Oleksandr Zaporozhets and Andrzej Chyla
Eng. Proc. 2026, 133(1), 38; https://doi.org/10.3390/engproc2026133038 - 22 Apr 2026
Abstract
This paper presents an integrated assessment of aircraft noise in flight and ground operations within the EFACA project, supporting the roadmap toward ACARE Flightpath-2050 noise goals. It summarizes required reductions, evaluates current technology readiness, and analyzes contributions from advanced propulsion concepts, propeller-noise modeling, [...] Read more.
This paper presents an integrated assessment of aircraft noise in flight and ground operations within the EFACA project, supporting the roadmap toward ACARE Flightpath-2050 noise goals. It summarizes required reductions, evaluates current technology readiness, and analyzes contributions from advanced propulsion concepts, propeller-noise modeling, and operational procedures. New seven-bladed propeller designs, validated through semi-empirical, analytical, and CAA methods, demonstrate substantial tonal-noise improvements, influencing the aircraft noise reductions by 2–4 dB depending on the fight stage, and during the ground operation by up to 5 dB. Full article
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34 pages, 5351 KB  
Review
From Fixed-Frequency to Tunable: Advances in Acoustic Sensors for Physiological Acoustic Monitoring
by Jiantao Wang, Chuting Liu, Peiyan Dong, Jiamiao Li, Kaiyuan Tan, Bo Li, Jianhua Zhou and Yancong Qiao
Sensors 2026, 26(9), 2580; https://doi.org/10.3390/s26092580 - 22 Apr 2026
Viewed by 121
Abstract
Continuous, non-invasive cardiopulmonary monitoring is receiving increasing attention as population aging and chronic diseases rise. Acoustic sensing provides diagnostically relevant information with relatively simple hardware. Yet, physiological body sounds span heterogeneous and partially overlapping spectra and are highly susceptible to environmental noise and [...] Read more.
Continuous, non-invasive cardiopulmonary monitoring is receiving increasing attention as population aging and chronic diseases rise. Acoustic sensing provides diagnostically relevant information with relatively simple hardware. Yet, physiological body sounds span heterogeneous and partially overlapping spectra and are highly susceptible to environmental noise and motion artifacts, which limit conventional stethoscopes and fixed-frequency sensors. Frequency-Tunable Acoustic Sensors (FTAS) offer a promising route toward frequency-selective amplification and adaptive interference suppression by matching their resonance to target signals, thereby potentially supporting multi-site monitoring and personalized diagnostics on a single platform. This review starts with an overview of physiological sound generation and the evolution of auscultation, then surveys mainstream medical acoustic transducers (piezoelectric, capacitive microelectromechanical systems (MEMS), piezoresistive and triboelectric) and their limitations in frequency selectivity. Resonance-tuning strategies are classified into three paradigms: electrical tuning, material-based tuning, and geometric reconfiguration, and their tuning ranges, response characteristics, and representative implementations are comparatively discussed. Finally, this review discusses the potential translational value of FTAS in physiological acoustic signal monitoring, particularly in cardiovascular and respiratory assessment, and emphasizes the remaining challenges, including the trade-off between sensitivity and selectivity, as well as long-term biocompatibility. At the same time, this review highlights their development prospects in customizable acoustic sensing platforms. Full article
(This article belongs to the Special Issue Acoustic Sensing for Condition Monitoring)
13 pages, 702 KB  
Perspective
Measuring and Assessing SDG-Related Indicators for Ecosystem Services Focused on Sustainable Agriculture: A Challenge for the Scientific Community
by Johan Bouma
Sustainability 2026, 18(9), 4169; https://doi.org/10.3390/su18094169 - 22 Apr 2026
Viewed by 121
Abstract
Sustainable development was documented in two Dutch case studies on arable farms acting as living labs, showing that methods are available to assess indicators and thresholds of ecosystem services in line with relevant Sustainable Development Goals (SDGs). Both farms met the various thresholds [...] Read more.
Sustainable development was documented in two Dutch case studies on arable farms acting as living labs, showing that methods are available to assess indicators and thresholds of ecosystem services in line with relevant Sustainable Development Goals (SDGs). Both farms met the various thresholds and thus obtained the lighthouse qualification, implying that these farmers can follow in the future their own type of successful management. The government, representing its citizens, should not prescribe farmers what to do but require them to reach the goals of sustainable development in their own professional way. Meeting the thresholds is the overall goal and that should also apply to various broadly defined farming systems emphasizing, for example, regenerative, organic, circular, nature-inclusive and high-tech-precision management. Current environmental regulations for agriculture in England and the Netherlands focus on payment for a variety of single management measures that have no quantitative relation with ecosystem services unless indicator measurements and assessments would be made. Questions are currently raised within the scientific community about the living lab concept and about methods and procedures to measure indicators and thresholds for ecosystem services. If the community cannot agree on an operational methodology soon, a scientifically sound expression for sustainable agriculture will remain beyond reach. Full article
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23 pages, 3022 KB  
Article
Pedestrian Physiological Response Map Prediction Model for Street Audiovisual Environments Using LSTM Networks
by Jingwen Xing, Xuyuan He, Xinxin Li, Tianci Wang, Siqing Mao and Luyao Li
Buildings 2026, 16(9), 1648; https://doi.org/10.3390/buildings16091648 - 22 Apr 2026
Viewed by 103
Abstract
Existing studies of street-related emotional perception mainly rely on static scene evaluations, which cannot capture the cumulative effects of environmental exposure during continuous walking. To address this limitation, this study proposes a method for predicting pedestrian physiological responses in sequential audiovisual street environments. [...] Read more.
Existing studies of street-related emotional perception mainly rely on static scene evaluations, which cannot capture the cumulative effects of environmental exposure during continuous walking. To address this limitation, this study proposes a method for predicting pedestrian physiological responses in sequential audiovisual street environments. Four real-world walking routes were selected, with outbound and return directions treated as independent paths, yielding eight paths and 32 valid samples. EEG, ECG, sound pressure level, first-person video, and GPS data were synchronously collected to construct a 1 s multimodal time-series dataset. Pearson correlation, Kendall correlation, and mutual information analyses were used to examine linear, monotonic, and nonlinear relationships between environmental variables and physiological indicators, and the resulting weights were incorporated into a Long Short-Term Memory (LSTM) model for multi-step prediction. Visual elements and noise exposure were the main factors influencing physiological responses. Among the models, the mutual-information-weighted LSTM performed best, achieving an R2 of 0.77 for heart rate variability (RMSSD), whereas prediction of the EEG ratio (β/α and θ/β) remained limited. An additional independent street sample outside the training set was then used to generate a dual-dimensional EEG-ECG physiological response map, demonstrating the model’s potential for identifying emotional risk segments and supporting street-level micro-renewal. Full article
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