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6 publications written by Seto, Edmund

Noise-Induced Annoyance and Sleep Disturbance From Military Aircraft Training

2026 / Sleep, Noise pollution

While much is known about the public health impacts of civil aviation noise, only limited research has investigated the consequences of military aviation noise, despite it first being recognized over half a century ago. The present study conducted a social-acoustic survey to quantify levels of annoyance and sleep disturbance associated with military aviation noise among communities surrounding Naval Air Station Whidbey Island, Washington State, USA, which serves as a training facility for EA-18G Growler aircraft. We conducted a social-acoustic survey of 663 respondents residing in households across a representative range of military aviation noise exposure levels. We report evidence that perceived exposure to military aviation noise is consistent with modeled annual sound levels across the study region and that noise exposure is positively associated with annoyance and sleep disturbance. We also found that reported annoyance is strongly influenced by active or past service in the U.S. Armed Forces and by expressed attitudes toward military operations. Aviation noise disrupted several routine household activities and triggered different coping strategies in affected communities. By highlighting the implications for human well-being of military aviation noise, this research raises questions about the appropriateness of conventional community noise metrics and mitigation approaches for military aircraft noise. Related Media Jet noise study examines regional complaints (April 2026)

Population Health Implications of Exposure to Pervasive Military Aircraft Noise Pollution

2024 / Health and well-being, Sleep, Noise pollution

Background While the adverse health effects of civil aircraft noise are relatively well studied, impacts associated with more intense and intermittent noise from military aviation have been rarely assessed. In recent years, increased training at Naval Air Station Whidbey Island, USA has raised concerns regarding the public health and well-being implications of noise from military aviation. Objective This study assessed the public health risks of military aircraft noise by developing a systematic workflow that uses acoustic and aircraft operations data to map noise exposure and predict health outcomes at the population scale. Methods Acoustic data encompassing seven years of monitoring efforts were integrated with flight operations data for 2020–2021 and a Department of Defense noise simulation model to characterize the noise regime. The model produced contours for day-night, nighttime, and 24-h average levels, which were validated by field monitoring and mapped to yield the estimated noise burden. Established thresholds and exposure-response relationships were used to predict the population subject to potential noise-related health effects, including annoyance, sleep disturbance, hearing impairment, and delays in childhood learning. Results Over 74,000 people within the area of aircraft noise exposure were at risk of adverse health effects. Of those exposed, substantial numbers were estimated to be highly annoyed and highly sleep disturbed, and several schools were exposed to levels that place them at risk of delay in childhood learning. Noise in some areas exceeded thresholds established by federal regulations for public health, residential land use and noise mitigation action, as well as the ranges of established exposure-response relationships. Impact statement This study quantified the extensive spatial scale and population health burden of noise from military aviation. We employed a novel GIS-based workflow for relating mapped distributions of aircraft noise exposure to a suite of public health outcomes by integrating acoustic monitoring and simulation data with a dasymetric population density map. This approach enables the evaluation of population health impacts due to past, current, and future proposed military operations. Moreover, it can be modified for application to other environmental noise sources and offers an improved open-source tool to assess the population health implications of environmental noise exposure, inform at-risk communities, and guide efforts in noise mitigation and policy governing noise legislation, urban planning, and land use.

Nature at Work: The Effects of Day-to-Day Nature Contact on Workers’ Stress and Psychological Well-Being

2021 / Workers, Health and well-being

Interior shot of the Spheres. Image source: AshlynG/Flickr, CC BY-ND 2.0 (G A, 2018). Objectives Chronic stress and burnout are key health issues for office workers that may contribute to a myriad of poor health outcomes. The presence of natural elements may improve psychological well-being in workers but the number of existing studies is relatively low, and more longitudinal research is specifically needed to assess how characteristics of workers’ day-to-day environments may impact mental health outcomes like affect, depression and stress. This report outlines a multi-study investigation of workers at Amazon, a multinational e-commerce company based in Seattle, Washington, USA, and the mental health benefits associated with exposure to nature. Methods In Study 1, participants (n = 153) responded to a cross-sectional survey that assessed the association of self-reported visitation to an indoor company greenspace with psychological well-being including symptoms of depression, anxiety, positive and negative affect, and stress. In Study 2, a subset of participants from Study 1 (n = 33) completed multiple surveys in a 2-week period that assessed the association of the naturalness of their current environments with their state levels of psychological well-being. Results We found contact with more natural outdoor environments was significantly associated with reduced state anxiety, after adjusting for activity type, location, and participants’ trait levels of nature relatedness. Conclusions Findings demonstrate that nature contact in everyday life is significantly associated with decreased levels of state anxiety. More research is needed to investigate the role of nature contact as a potential intervention in the workplace for improved mental health.

Natural Outdoor Environments and Mental Health: Stress as a Possible Mechanism

2017 / Green spaces, Health and well-being

Fig. 1. Adjusted models for exposure to NOE (both residential availability and contact with NOE) and average evening week values of mental health. Note: Linear regression models (coefficient and 95% CI reported) for all the outcomes with the exception of sleep quality that was modelled as a Poisson model (IRR and 95% CI reported). Models include neighbourhood socioeconomic status, city, gender, age and education level as covariates. Estimates in italics indicate that contact with NOE is statistically significantly associated to the outcome in the expected direction. * Statistically significant associations (p-value≤ 0.05). NOE for Natural Outdoor Environments. Introduction: Better mental health has been associated with exposure to natural outdoor environments (NOE). However, comprehensive studies including several indicators of exposure and outcomes, potential effect modifiers and mediators are scarce. Objectives: We used novel, objective measures to explore the relationships between exposure to NOE (i.e. residential availability and contact) and different indicators of mental health, and possible modifiers and mediators. Methods: A nested cross-sectional study was conducted in: Barcelona, Spain; Stoke-on-Trent, United Kingdom; Doetinchem, Netherlands; Kaunas, Lithuania. Participants’ exposure to NOE (including both surrounding greenness and green and/or blue spaces) was measured in terms of (a) amount in their residential environment (using Geographical Information Systems) and (b) their contact with NOE (using smartphone data collected over seven days). Self-reported information was collected for mental health (psychological well-being, sleep quality, vitality, and somatisation), and potential effect modifiers (gender, age, education level, and city) and mediators (perceived stress and social contacts), with additional objective NOE physical activity (potential mediator) derived from smartphone accelerometers. Results: Analysis of data from 406 participants showed no statistically significant associations linking mental health and residential NOE exposure. However, NOE contact, especially surrounding greenness, was statistically significantly tied to better mental health. There were indications that these relationships were stronger for males, younger people, low-medium educated, and Doetinchem residents. Perceived stress was a mediator of most associations, and physical activity and social contacts were not. Conclusions: Our findings indicate that contact with NOE benefits mental health. Our results also suggest that having contact with NOE that can facilitate stress reduction could be particularly beneficial.

Positive Health Effects of the Natural Outdoor Environment in Typical Populations in Different Regions in Europe (PHENOTYPE): A Study Programme Protocol

2014 / Green spaces, Health and well-being

Figure 1. Interdependencies of different parts of the PHENOTYPE project. Introduction Growing evidence suggests that close contact with nature brings benefits to human health and well-being, but the proposed mechanisms are still not well understood and the associations with health remain uncertain. The Positive Health Effects of the Natural Outdoor environment in Typical Populations in different regions in Europe (PHENOTYPE) project investigates the interconnections between natural outdoor environments and better human health and well-being. Aims and Methods The PHENOTYPE project explores the proposed underlying mechanisms at work (stress reduction/restorative function, physical activity, social interaction, exposure to environmental hazards) and examines the associations with health outcomes for different population groups. It implements conventional and new innovative high-tech methods to characterise the natural environment in terms of quality and quantity. Preventive as well as therapeutic effects of contact with the natural environment are being covered. PHENOTYPE further addresses implications for land-use planning and green space management. The main innovative part of the study is the evaluation of possible short-term and long-term associations of green space and health and the possible underlying mechanisms in four different countries (each with quite a different type of green space and a different use), using the same methodology, in one research programme. This type of holistic approach has not been undertaken before. Furthermore there are technological innovations such as the use of remote sensing and smartphones in the assessment of green space. Conclusions The project will produce a more robust evidence base on links between exposure to natural outdoor environment and human health and well-being, in addition to a better integration of human health needs into land-use planning and green space management in rural as well as urban areas.

A Study of Community Design, Greenness, and Physical Activity in Children using Satellite, GPS and Accelerometer Data

2012 / Children, Green spaces

Fig. 1. Geovisualization of a child’s personal monitoring points show MVPA occurring within green areas and during active transport (* home points shifted for confidentiality). This study examined relationships between greenness exposure and free-living physical activity behavior of children in smart growth and conventionally designed communities. Normalized Difference Vegetation Index (NDVI) was used to quantify children’s (n=208) greenness exposure at 30-s epoch accelerometer and GPS data points. A generalized linear mixed model with a kernel density smoothing term for addressing spatial autocorrelation was fit to analyze residential neighborhood activity data. Excluding activity at home and during school-hours, an epoch-level analysis found momentary greenness exposure was positively associated with the likelihood of contemporaneous moderate-to-vigorous physical activity (MVPA). This association was stronger for smart growth residents who experienced a 39% increase in odds of MVPA for a 10th to 90th percentile increase in exposure to greenness (OR=1.39, 95% CI 1.36–1.44). An individual-level analysis found children who experienced >20 min of daily exposure to greener spaces (>90th percentile) engaged in nearly 5 times the daily rate of MVPA of children with nearly zero daily exposure to greener spaces (95% CI 3.09–7.20).