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Keywords = soundscape intervention

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26 pages, 2471 KiB  
Systematic Review
Indoor Soundscape Intervention (ISI) Criteria for Architectural Practice: A Systematic Review with Grounded Theory Analysis
by Uğur Beyza Erçakmak Osma and Papatya Nur Dökmeci Yörükoğlu
Acoustics 2025, 7(3), 46; https://doi.org/10.3390/acoustics7030046 (registering DOI) - 28 Jul 2025
Viewed by 128
Abstract
Indoor soundscape is a relatively new and developing field compared to urban soundscape in practice. To address this gap, this study aims to identify the key influencing factors as a first step of the indoor soundscape intervention approach. The study employed a two-phase [...] Read more.
Indoor soundscape is a relatively new and developing field compared to urban soundscape in practice. To address this gap, this study aims to identify the key influencing factors as a first step of the indoor soundscape intervention approach. The study employed a two-phase methodology. Phase one involved a Systematic Review (SR) of the literature, conducted through the PRISMA 2020 guidelines, to collate data on the influencing factors and intervention criteria of the indoor soundscape approach. Searching was conducted using two databases, Web of Science and Scopus. As a result of the search, a total of 29 studies were included in the review. The review included studies addressing the soundscape influencing factors and theoretical frameworks. Studies that did not address these criteria were excluded. Phase two comprised the application of the Grounded Theory (GT) coding process to organize, categorize, and merge the data collected in phase one. As a result of the coding process, three levels of categories were achieved; L1: key concept, L2: overarching category, L3: core category. Four core categories were identified as ‘Sound’, ‘People’, ‘Building’, and ‘Environment’ by proposing the Indoor Soundscape Intervention (ISI) criteria. The repeatable and updatable nature of the proposed method allows it to be adapted to further studies and different contexts/cases. Full article
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24 pages, 1784 KiB  
Article
Indoor Soundscape Perception and Soundscape Appropriateness Assessment While Working at Home: A Comparative Study with Relaxing Activities
by Jiaxin Li, Yong Huang, Rumei Han, Yuan Zhang and Jian Kang
Buildings 2025, 15(15), 2642; https://doi.org/10.3390/buildings15152642 - 26 Jul 2025
Viewed by 228
Abstract
The COVID-19 pandemic’s rapid shift to working from home has fundamentally challenged residential acoustic design, which traditionally prioritises rest and relaxation rather than sustained concentration. However, a clear gap exists in understanding how acoustic needs and the subjective evaluation of soundscape appropriateness ( [...] Read more.
The COVID-19 pandemic’s rapid shift to working from home has fundamentally challenged residential acoustic design, which traditionally prioritises rest and relaxation rather than sustained concentration. However, a clear gap exists in understanding how acoustic needs and the subjective evaluation of soundscape appropriateness (SA) differ between these conflicting activities within the same domestic space. Addressing this gap, this study reveals critical differences in how people experience and evaluate home soundscapes during work versus relaxation activities in the same residential spaces. Through an online survey of 247 Chinese participants during lockdown, we assessed soundscape perception attributes, the perceived saliencies of various sound types, and soundscape appropriateness (SA) ratings while working and relaxing at home. Our findings demonstrate that working at home creates a more demanding acoustic context: participants perceived indoor soundscapes as significantly less comfortable and less full of content when working compared to relaxing (p < 0.001), with natural sounds becoming less noticeable (−13.3%) and distracting household sounds more prominent (+7.5%). Structural equation modelling revealed distinct influence mechanisms: while comfort significantly mediates SA enhancement in both activities, the effect is stronger during relaxation (R2 = 0.18). Critically, outdoor man-made noise, building-service noise, and neighbour sounds all negatively impact SA during work, with neighbour sounds showing the largest detrimental effect (total effect size = −0.17), whereas only neighbour sounds and outdoor man-made noise significantly disrupt relaxation activities. Additionally, natural sounds act as a positive factor during relaxation. These results expose a fundamental mismatch: existing residential acoustic environments, designed primarily for rest, fail to support the cognitive demands of work activities. This study provides evidence-based insights for acoustic design interventions, emphasising the need for activity-specific soundscape considerations in residential spaces. As hybrid work arrangements become the norm post-pandemic, our findings highlight the urgency of reimagining residential acoustic design to accommodate both focused work and restorative relaxation within the same home. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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9 pages, 264 KiB  
Perspective
The Rhythm of Connection: Describing the Heartbeats Intervention for Patients and Families Receiving Paediatric Palliative Care
by Holly E. Evans, Matthew Ralph, Tiina Jaaniste, Claire E. Wakefield and Ursula M. Sansom-Daly
Children 2025, 12(7), 884; https://doi.org/10.3390/children12070884 - 3 Jul 2025
Viewed by 349
Abstract
Music therapy in paediatric palliative care offers a unique opportunity for emotional support, legacy creation, and therapeutic connection for children and their families. This paper describes the Heartbeats Intervention, as delivered by a paediatric palliative care music therapist at Sydney Children’s Hospital Australia. [...] Read more.
Music therapy in paediatric palliative care offers a unique opportunity for emotional support, legacy creation, and therapeutic connection for children and their families. This paper describes the Heartbeats Intervention, as delivered by a paediatric palliative care music therapist at Sydney Children’s Hospital Australia. This intervention involves recording and creatively integrating the heartbeats of children and family members into personalised musical compositions. Originally inspired by music therapist Brian Schreck’s work, the intervention has evolved to meet diverse therapeutic goals, from soothing children with serious illnesses (including cancer) with recordings of their families’ heartbeats to creating legacy song tracks that support families through bereavement. Despite some logistical and resource challenges, the intervention has been well-received and continues to expand, including the integration of environmental soundscapes and broader community involvement, which allows the intervention to be experienced by a greater number of families. This paper contributes to the limited but growing literature on music therapy in paediatric palliative care, highlighting the Heartbeats Intervention as a flexible and meaningful way to enhance psychosocial support and connection for children and their families. Further research to evaluate its long-term impact and to explore children’s direct experiences of the intervention is needed. Full article
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17 pages, 5072 KiB  
Article
Perceived Soundscape Experiences and Human Emotions in Urban Green Spaces: Application of Russell’s Circumplex Model of Affect
by Yuting Yin, Yuhan Shao, Yiying Hao and Xian Lu
Appl. Sci. 2024, 14(13), 5828; https://doi.org/10.3390/app14135828 - 3 Jul 2024
Cited by 5 | Viewed by 2921
Abstract
Humans perceive their surrounding environments largely through their experiences of sight and hearing. The perceived environmental information then brings on neurophysiological changes, so as to influence human emotions. These mutually influenced relations have been widely utilized by many environmental psychologists to explore potential [...] Read more.
Humans perceive their surrounding environments largely through their experiences of sight and hearing. The perceived environmental information then brings on neurophysiological changes, so as to influence human emotions. These mutually influenced relations have been widely utilized by many environmental psychologists to explore potential avenues for improving human emotions through design interventions. However, to date, no efficient and accurate way has been established to describe these relationships. Inspired by Russell’s model of emotion, this study aims to develop an efficient process that uses coordinate mapping and can intuitively describe the impact of visual-aural perceptive attributes on human emotions. Taking typical urban green spaces (UGSs) in Chengdu as examples, this study first measured the visual and aural characteristics of study sites perceived by people and their emotional responses. The study then established the use of emotional status on a coordinate axis, allowing each visual-aural attribute corresponding to each emotional response to be projected onto the coordinates. Results suggested that the dataset composed of 279 evaluations could be classified into three distinct types of visual-aural settings and the distribution of emotions is evidently varied in different settings. It was found that aesthetic and order of visual aspects as well as eventful and harmonious soundscape in environments are more likely to make people feel pleasure, while openness and layering of the visual landscape can easily arouse people’s positive status. The research outcome broadens the practical path of soundscape research, centring on human emotions, experiences and feelings, such as the pleasantness and arousal raised in Russell’s theory of emotion. The study also makes an empirical contribution to the design of UGSs based on multi-sensory perception and serves the purpose of improving people’s environmental experiences. Full article
(This article belongs to the Special Issue Recent Advances in Soundscape and Environmental Noise)
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19 pages, 2195 KiB  
Article
Patients’ Perceptions of Sound and Noise Dimensions in the Dental Clinic Soundscape
by Panagiota Tziovara, Christina Antoniadou and Maria Antoniadou
Appl. Sci. 2024, 14(6), 2587; https://doi.org/10.3390/app14062587 - 20 Mar 2024
Cited by 2 | Viewed by 2144
Abstract
In the area of dental healthcare services, where patients and professionals deal with multiple auditory stimuli, this cross-sectional study reports on the various dynamics of sound preferences, noise obstacles, and the profound impact of music on anxiety reduction within dental office settings. The [...] Read more.
In the area of dental healthcare services, where patients and professionals deal with multiple auditory stimuli, this cross-sectional study reports on the various dynamics of sound preferences, noise obstacles, and the profound impact of music on anxiety reduction within dental office settings. The sample comprises 134 dental patients, primarily females (56.7%), with varying age groups, education levels, and therapy durations in the university clinics of the Department of Dentistry, National and Kapodistrian University of Athens, and four private dental offices at the metropolitan area of Athens, Greece. Notably, 92.5% of the participants reported no hearing loss, and 56.7% exhibited some level of noise sensitivity. This study reveals a moderate to good perceived health status (M = 3.84, SD = 0.95) among participants, with low perceived noise disturbance in university dental clinics. Preferences for instrumental music, foreign pop, and classical music are prominent during waiting times. Potential irritations include impersonal treatment (44%) and staff behavior (41.8%). Correlations and predictors indicate associations between age, gender, educational status, music preferences, and noise disturbances. Findings aim to optimize eco-soundscapes in dental offices, contributing to enhanced patient well-being. The research underscores the potential of music interventions to alleviate dental anxiety and improve the overall dental experience and quality care. Full article
(This article belongs to the Section Applied Dentistry and Oral Sciences)
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17 pages, 26710 KiB  
Article
MASE: An Instrument Designed to Record Underwater Soundscape
by Iván Rodríguez-Méndez, Jonas Philipp Lüke and Fernando Luis Rosa González
Sensors 2022, 22(9), 3404; https://doi.org/10.3390/s22093404 - 29 Apr 2022
Cited by 1 | Viewed by 3207
Abstract
The study of sound in the natural environment provides interesting information for researchers and policy makers driving conservation policies in our society. The soundscape characterises the biophony, anthrophony and geophony of a particular area. The characterisation of these different sources can lead to [...] Read more.
The study of sound in the natural environment provides interesting information for researchers and policy makers driving conservation policies in our society. The soundscape characterises the biophony, anthrophony and geophony of a particular area. The characterisation of these different sources can lead to changes in ecosystems and we need to identify these parameters in order to make the right decision in relation to the natural environment. These values could be extrapolated and potentially help different areas of ecoacoustic research. Technological advances have enabled the passive acoustic monitoring (PAM) of animal populations in their natural environment. Recordings can be made with little interference, avoiding anthropogenic effects, making it a very effective method for some species such as cetaceans and other marine species in addition to underwater noise studies. Passive acoustic monitoring can be used for population census, but also to understand the effect of human activities on animals. However, recording data over long periods of time requires large storage and processing capacity to handle all the acoustic events generated. In the case of marine environments, the installation of sensors and instruments can be costly in terms of money and maintenance effort. In addition, if they are placed offshore, a data communication problem arises with coverage and bandwidth. In this paper, we propose a low-cost instrument to monitor the soundscape of a marine area using ecoacoustic indices. The instrument is called MASE and provides three echo-acoustic indices at 10 min intervals that are available in real time, which drastically reduces the volume of data generated. It has been operating uninterruptedly for a year and a half since its deployment, except during maintenance periods. MASE has been able to operate uninterruptedly, and maintain an adequate temperature inside while preserving its structural integrity for long periods of time. This has allowed the monitoring and characterisation of the soundscape of the test area in Gando Bay, Gran Canaria Island (Spain) without the need for human intervention to access the data on the instrument itself. Thanks to its integration with an external server, this allows the long-term monitoring of the soundscape, and it is possible to observe changes in the soundscape. In addition, the instrument has made it possible to compare the period of acoustic inactivity during confinement and the return of anthropogenic acoustic activity at sea. Full article
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24 pages, 378 KiB  
Article
The Soundscape of Neonatal Intensive Care: A Mixed-Methods Study of the Parents’ Experience
by Maria Chifa, Tamar Hadar, Nina Politimou, Gemma Reynolds and Fabia Franco
Children 2021, 8(8), 644; https://doi.org/10.3390/children8080644 - 27 Jul 2021
Cited by 10 | Viewed by 6491
Abstract
Parents who have infants hospitalised in neonatal intensive care units (NICUs) experience high levels of stress, including post-traumatic stress disorder (PTSD) symptoms. However, whether sounds contribute to parents’ stress remains largely unknown. Critically, researchers lack a comprehensive instrument to investigate the relationship between [...] Read more.
Parents who have infants hospitalised in neonatal intensive care units (NICUs) experience high levels of stress, including post-traumatic stress disorder (PTSD) symptoms. However, whether sounds contribute to parents’ stress remains largely unknown. Critically, researchers lack a comprehensive instrument to investigate the relationship between sounds in NICUs and parental stress. To address this gap, this report presents the “Soundscape of NICU Questionnaire” (SON-Q), which was developed specifically to capture parents’ perceptions and beliefs about the impact that sound had on them and their infants, from pre-birth throughout the NICU stay and in the first postdischarge period. Parents of children born preterm (n = 386) completed the SON-Q and the Perinatal PTSD Questionnaire (PPQ). Principal Component Analysis identifying underlying dimensions comprising the parental experience of the NICU soundscape was followed by an exploration of the relationships between subscales of the SON-Q and the PPQ. Moderation analysis was carried out to further elucidate relationships between variables. Finally, thematic analysis was employed to analyse one memory of sounds in NICU open question. The results highlight systematic associations between aspects of the NICU soundscape and parental stress/trauma. The findings underscore the importance of developing specific studies in this area and devising interventions to best support parents’ mental health, which could in turn support infants’ developmental outcomes. Full article
(This article belongs to the Special Issue Sound in the Neonatal Intensive Care Unit (NICU))
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16 pages, 2964 KiB  
Article
Changes in the Soundscape of the Public Space Close to a Highway by a Noise Control Intervention
by Timothy Van Renterghem, Francesco Aletta and Dick Botteldooren
Sustainability 2021, 13(9), 5284; https://doi.org/10.3390/su13095284 - 9 May 2021
Cited by 12 | Viewed by 3839
Abstract
The deployment of measures to mitigate sound during propagation outdoors is most often a compromise between the acoustic design, practical limitations, and visual preferences regarding the landscape. The current study of a raised berm next to a highway shows a number of common [...] Read more.
The deployment of measures to mitigate sound during propagation outdoors is most often a compromise between the acoustic design, practical limitations, and visual preferences regarding the landscape. The current study of a raised berm next to a highway shows a number of common issues like the impact of the limited length of the noise shielding device, initially non-dominant sounds becoming noticeable, local drops in efficiency when the barrier is not fully continuous, and overall limited abatement efficiencies. Detailed assessments of both the objective and subjective effect of the intervention, both before and after the intervention was deployed, using the same methodology, showed that especially the more noise sensitive persons benefit from the noise abatement. Reducing the highest exposure levels did not result anymore in a different perception compared to more noise insensitive persons. People do react to spatial variation in exposure and abatement efficiency. Although level reductions might not be excessive in many real-life complex multi-source situations, they do improve the perception of the acoustic environment in the public space. Full article
(This article belongs to the Special Issue Sustainable Living Environments: Holistic Noise Pollution Management)
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20 pages, 4588 KiB  
Article
Exploring the Effects of “Smart City” in the Inner-City Fabric of the Mediterranean Metropolis: Towards a Bio-Cultural Sonic Diversity?
by Stella Sofia Kyvelou, Nicos Bobolos and Aggelos Tsaligopoulos
Heritage 2021, 4(2), 690-709; https://doi.org/10.3390/heritage4020039 - 24 Apr 2021
Cited by 11 | Viewed by 5487
Abstract
“Smart city”, driven by digital technology is not only a technological but also a social, cultural and political project. A socially and culturally significant new urban ideal is born. This research paper is based on the narrative that the city appears as a [...] Read more.
“Smart city”, driven by digital technology is not only a technological but also a social, cultural and political project. A socially and culturally significant new urban ideal is born. This research paper is based on the narrative that the city appears as a palimpsest of interventions of all natures. History and shared memory, composition and superimposition, coherence and divergence are fundamental for its evolution. It is thus evident that ”Smart city” as a rather new urban ideal, but also as a disruptive innovation process, cannot be conceived nor implemented all at once; it must follow analogous processes of buildup and stratification. On the other hand, sounds are part of cities, of their sensory landscape, of their identity. They are one of the urban markers, along with the visual landscape. In this context, the paper focuses on the sound identity of the inner-city areas of the Mediterranean metropolis, posing the following research question: What are the transformations that “Smart city” can cause to the sound identity of a city? In dense urban fabric with high-rise buildings, high rates of exploitation, frequent transgressions of the legal construction and least free space in private plots, what can be the prospects of using “smart transport”, for enriching the city with positive soundscapes, thus improving its environmental quality? Following the metaphor of urban and acoustic palimpsest, we examine narratives of replacement of conventional cars with autonomous vehicles (AVs) and of private cars with car-pooling systems. The article concludes that spatialized intelligence can substantially and positively transform the sound identity of the Mediterranean metropolis and be the spearhead for an increase in bio-cultural sonic diversity. At least during the era when the city still appears as a palimpsest of interpositions, evoking the historic time. Full article
(This article belongs to the Special Issue Cultural Heritage: Current Threats and Opportunities)
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27 pages, 2630 KiB  
Article
Using Virtual Soundwalk Approach for Assessing Sound Art Soundscape Interventions in Public Spaces
by Tin Oberman, Kristian Jambrošić, Marko Horvat and Bojana Bojanić Obad Šćitaroci
Appl. Sci. 2020, 10(6), 2102; https://doi.org/10.3390/app10062102 - 20 Mar 2020
Cited by 33 | Viewed by 6408
Abstract
This paper discusses the soundscape assessment approaches to soundscape interventions with musical features introduced to public spaces as permanent sound art, with a focus on the ISO 12913 series, Method A for data collection applied in a laboratory study. Three soundscape interventions in [...] Read more.
This paper discusses the soundscape assessment approaches to soundscape interventions with musical features introduced to public spaces as permanent sound art, with a focus on the ISO 12913 series, Method A for data collection applied in a laboratory study. Three soundscape interventions in three cities are investigated. The virtual soundwalk is used to combine the benefits of the on-site and laboratory settings. Two measurement points per location were recorded—one at a position where the intervention was clearly perceptible, the other further away to serve as a baseline condition. The participants (N = 44) were exposed to acoustic environments (N = 6) recorded using the first-order Ambisonics microphone on-site and then reproduced via the second-order Ambisonics system in laboratory. A series of rank-based Kruskal–Wallis tests were performed on the results of the subjective responses. Results revealed a statistically significant positive effect on soundscape at two locations, and limitations related to sound source identification due to cultural factors and geometrical configuration of the public space at one location. Full article
(This article belongs to the Special Issue Soundscape in Architecture and Urban Planning)
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19 pages, 2102 KiB  
Article
Comparing Turkish and European Noise Management and Soundscape Policies: A Proposal of Indoor Soundscape Integration to Architectural Design and Application
by Uğur Beyza ERÇAKMAK and Papatya Nur DÖKMECİ YÖRÜKOĞLU
Acoustics 2019, 1(4), 847-865; https://doi.org/10.3390/acoustics1040051 - 8 Nov 2019
Cited by 23 | Viewed by 5697
Abstract
Improving soundscape studies and policies states that the soundscape approach, which also considers noise interventions, should replace noise management. However, a considerable number of soundscape studies have been concerned with the quality of acoustic environments of open and urban public spaces. This study [...] Read more.
Improving soundscape studies and policies states that the soundscape approach, which also considers noise interventions, should replace noise management. However, a considerable number of soundscape studies have been concerned with the quality of acoustic environments of open and urban public spaces. This study focuses on indoor soundscaping and its possible integration into the architectural design and application process. Therefore, the present and ongoing Turkish and European soundscape and noise management policies were evaluated in detail and compared in order to characterize the gap regarding the state of indoor soundscaping between the literature and the policy development level. Furthermore, we identified and classified factors and methods which have an influence on indoor soundscaping to be integrated into the final proposed model. As a result of the detailed evaluation regarding policies and indoor soundscaping principles, five stages were proposed that can be used in an integrated indoor soundscape model: (1) the establishment of a topic specific institution or working group on indoor soundscaping; (2) the preparation of a standard that includes definitions, indoor soundscape factors and methods; (3) the preparation of an indoor soundscape directive; (4) the preparation of indoor soundscape guidelines; and (5) the provision of maintenance and supervision by experts and authorities. Full article
(This article belongs to the Special Issue Indoor Soundscape: Integrating Sound, Experience and Architecture)
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38 pages, 1782 KiB  
Article
Soundtracking the Public Space: Outcomes of the Musikiosk Soundscape Intervention
by Daniel Steele, Edda Bild, Cynthia Tarlao and Catherine Guastavino
Int. J. Environ. Res. Public Health 2019, 16(10), 1865; https://doi.org/10.3390/ijerph16101865 - 27 May 2019
Cited by 47 | Viewed by 8826
Abstract
Decades of research support the idea that striving for lower sound levels is the cornerstone of protecting urban public health. Growing insight on urban soundscapes, however, highlights a more complex role of sound in public spaces, mediated by context, and the potential of [...] Read more.
Decades of research support the idea that striving for lower sound levels is the cornerstone of protecting urban public health. Growing insight on urban soundscapes, however, highlights a more complex role of sound in public spaces, mediated by context, and the potential of soundscape interventions to contribute to the urban experience. We discuss Musikiosk, an unsupervised installation allowing users to play audio content from their own devices over publicly provided speakers. Deployed in the gazebo of a pocket park in Montreal (Parc du Portugal), in the summer of 2015, its effects over the quality of the public urban experience of park users were researched using a mixed methods approach, combining questionnaires, interviews, behavioral observations, and acoustic monitoring, as well as public outreach activities. An integrated analysis of results revealed positive outcomes both at the individual level (in terms of soundscape evaluations and mood benefits) and at the social level (in terms of increased interaction and lingering behaviors). The park was perceived as more pleasant and convivial for both users and non-users, and the perceived soundscape calmness and appropriateness were not affected. Musikiosk animated an underused section of the park without displacing existing users while promoting increased interaction and sharing, particularly of music. It also led to a strategy for interacting with both residents and city decision-makers on matters related to urban sound. Full article
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14 pages, 1373 KiB  
Article
Better Sleep Experience for the Critically Ill: A Comprehensive Strategy for Designing Hospital Soundscapes
by Dilip Birdja and Elif Özcan
Multimodal Technol. Interact. 2019, 3(2), 36; https://doi.org/10.3390/mti3020036 - 22 May 2019
Cited by 9 | Viewed by 5079
Abstract
In this paper, the sleep phenomenon is considered in relation to critical care soundscapes with the intention to inform hospital management, medical device producers and policy makers regarding the complexity of the issue and possible modes of design interventions. We propose a comprehensive [...] Read more.
In this paper, the sleep phenomenon is considered in relation to critical care soundscapes with the intention to inform hospital management, medical device producers and policy makers regarding the complexity of the issue and possible modes of design interventions. We propose a comprehensive strategy based on soundscape design approach that facilitates a systematic way of tackling the auditory quality of critical care settings in favor of better patient sleep experience. Future research directions are presented to tackle the knowledge deficits in designing for critical care soundscapes that cater for patient sleep. The need for scientifically-informed design interventions for improving patient sleep experience in critical care is highlighted. The value of the soundscape design approach for resolving other sound-induced problems in critical care and how the approach allows for patient-centred innovation that is beyond the immediate sound issue are further discussed. Full article
(This article belongs to the Special Issue Multimodal Medical Alarms)
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19 pages, 15486 KiB  
Article
Acoustic, Visual and Spatial Indicators for the Description of the Soundscape of Waterfront Areas with and without Road Traffic Flow
by Virginia Puyana Romero, Luigi Maffei, Giovanni Brambilla and Giuseppe Ciaburro
Int. J. Environ. Res. Public Health 2016, 13(9), 934; https://doi.org/10.3390/ijerph13090934 - 21 Sep 2016
Cited by 35 | Viewed by 6279
Abstract
High flows of road traffic noise in urban agglomerations can negatively affect the livability of squares and parks located at the neighborhood, district and city levels, therefore pushing anyone who wants to enjoy calmer, quieter areas to move to non-urban parks. Due to [...] Read more.
High flows of road traffic noise in urban agglomerations can negatively affect the livability of squares and parks located at the neighborhood, district and city levels, therefore pushing anyone who wants to enjoy calmer, quieter areas to move to non-urban parks. Due to the distances between these areas, it is not possible to go as regularly as would be necessary to satisfy any needs. Even if cities are densely populated, the presence of a sea or riverfront offers the possibility of large restorative places, or at least with potential features for being the natural core of an urban nucleus after a renewal intervention. This study evaluates the soundscape of the Naples waterfront, presenting an overview of the most significant visual, acoustic and spatial factors related to the pedestrian areas, as well as areas open to road traffic and others where the road traffic is limited. The factors were chosen with feature selection methods and artificial neural networks. The results show how certain factors, such as the perimeter between the water and promenade, the visibility of the sea or the density of green areas, can affect the perception of the soundscape quality in the areas with road traffic. In the pedestrian areas, acoustic factors, such as loudness or the A-weighted sound level exceeded for 10% of the measurement duration (LA10), influence the perceived quality of the soundscape. Full article
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