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Keywords = sustainable urban air mobility

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24 pages, 650 KiB  
Article
Investigating Users’ Acceptance of Autonomous Buses by Examining Their Willingness to Use and Willingness to Pay: The Case of the City of Trikala, Greece
by Spyros Niavis, Nikolaos Gavanas, Konstantina Anastasiadou and Paschalis Arvanitidis
Urban Sci. 2025, 9(8), 298; https://doi.org/10.3390/urbansci9080298 - 1 Aug 2025
Viewed by 318
Abstract
Autonomous vehicles (AVs) have emerged as a promising sustainable urban mobility solution, expected to lead to enhanced road safety, smoother traffic flows, less traffic congestion, improved accessibility, better energy utilization and environmental performance, as well as more efficient passenger and freight transportation, in [...] Read more.
Autonomous vehicles (AVs) have emerged as a promising sustainable urban mobility solution, expected to lead to enhanced road safety, smoother traffic flows, less traffic congestion, improved accessibility, better energy utilization and environmental performance, as well as more efficient passenger and freight transportation, in terms of time and cost, due to better fleet management and platooning. However, challenges also arise, mostly related to data privacy, security and cyber-security, high acquisition and infrastructure costs, accident liability, even possible increased traffic congestion and air pollution due to induced travel demand. This paper presents the results of a survey conducted among 654 residents who experienced an autonomous bus (AB) service in the city of Trikala, Greece, in order to assess their willingness to use (WTU) and willingness to pay (WTP) for ABs, through testing a range of factors based on a literature review. Results useful to policy-makers were extracted, such as that the intention to use ABs was mostly shaped by psychological factors (e.g., users’ perceptions of usefulness and safety, and trust in the service provider), while WTU seemed to be positively affected by previous experience in using ABs. In contrast, sociodemographic factors were found to have very little effect on the intention to use ABs, while apart from personal utility, users’ perceptions of how autonomous driving will improve the overall life standards in the study area also mattered. Full article
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18 pages, 1268 KiB  
Article
An Optimistic Vision for Public Transport in Bucharest City After the Bus Fleet Upgrades
by Anca-Florentina Popescu, Ecaterina Matei, Alexandra Bădiceanu, Alexandru Ioan Balint, Maria Râpă, George Coman and Cristian Predescu
Environments 2025, 12(7), 242; https://doi.org/10.3390/environments12070242 - 15 Jul 2025
Viewed by 597
Abstract
Air pollution caused by CO2 emissions has become a global issue of vital importance, posing irreversible risks to health and life when concentration of CO2 becomes too high. This study aims to estimate the CO2 emissions and carbon footprint of [...] Read more.
Air pollution caused by CO2 emissions has become a global issue of vital importance, posing irreversible risks to health and life when concentration of CO2 becomes too high. This study aims to estimate the CO2 emissions and carbon footprint of the public transport bus fleet in Bucharest, with a comparative analysis of greenhouse gas (GHG) emissions generated by diesel and electric buses of the Bucharest Public Transport Company (STB S.A.) in the period 2021–2024, after the modernization of the fleet through the introduction of 130 hybrid buses and 58 electric buses. In 2024, the introduction of electric buses and the reduction in diesel bus mileage reduced GHG emissions by almost 13% compared to 2023, saving over 11 kilotons of CO2e. There was also a 2.68% reduction in the specific carbon footprint compared to the previous year, which is clear evidence of the potential of electric vehicles in achieving decarbonization targets. We have also developed two strategies, one for 2025 and one for the period 2025–2030, replacing the aging fleet with electric vehicles. This demonstrates the relevance of electric transport integrated into the sustainable development strategy for urban mobility systems and alignment with European standards, including improving air quality and living standards. Full article
(This article belongs to the Special Issue Air Pollution in Urban and Industrial Areas III)
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29 pages, 1069 KiB  
Article
Assessing Walkability in Riyadh’s Commercial Streets: Public Perceptions and Prioritization
by Bander Fahad Alkrides, Tracy Washington, Mark Limb and Debra Cushing
Sustainability 2025, 17(13), 5748; https://doi.org/10.3390/su17135748 - 23 Jun 2025
Viewed by 708
Abstract
Urban sustainability is closely linked to walkability, as it impacts social interaction, public health, and economic development. In megacities like Riyadh, where automobiles dominate mobility, the development of pedestrian infrastructure remains inadequate. An online survey was conducted through public sampling to evaluate walking [...] Read more.
Urban sustainability is closely linked to walkability, as it impacts social interaction, public health, and economic development. In megacities like Riyadh, where automobiles dominate mobility, the development of pedestrian infrastructure remains inadequate. An online survey was conducted through public sampling to evaluate walking conditions in central Riyadh’s commercial districts. The 302 participants evaluated 49 critical walkability indicators to determine their significance and satisfaction with the current conditions. Gap analysis and a displeasure measurement framework identified pedestrian challenges. Participants acknowledged the importance of walkability aspects but expressed strong dissatisfaction with existing conditions. Key barriers to pedestrian comfort included inadequate facilities, environmental discomfort, weak safety measures, and cultural driving preferences. The study highlighted crucial walkability issues requiring improvement, such as public toilets, shaded pathways, air quality, and pedestrian-friendly infrastructure. The findings emphasize the need for targeted policy interventions in Riyadh’s commercial districts to enhance pedestrian accessibility and comfort, to promote urban sustainability through improved walkability. This study offers a methodological advancement by combining Relative Importance Index, gap analysis, and a novel disgruntlement measurement framework to assess walkability. The use of 49 Delphi-derived indicators contextualized within a GCC megacity adds a unique perspective to urban sustainability research. The findings inform both local policy and global urban studies by demonstrating how culturally and climatically adaptive walkability metrics can guide equitable, data-driven interventions. Full article
(This article belongs to the Section Sustainable Urban and Rural Development)
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22 pages, 5529 KiB  
Article
From Perception to Action: Air Pollution Awareness and Behavioral Adjustments in Pregnant Women in Serbia
by Ana Susa, Milica Zekovic, Dragana Davidovic, Katarina Paunovic, Vera Kujundzic, Sladjana Mihajlovic and Ljiljana Bogdanovic
Healthcare 2025, 13(12), 1475; https://doi.org/10.3390/healthcare13121475 - 19 Jun 2025
Viewed by 538
Abstract
In regions with sustained air pollution, the adoption of protective health behaviors is critical, particularly among pregnant women—a population marked by physiological vulnerability and heightened receptivity to preventive guidance. Understanding and supporting patient-driven behavioral change requires attention to individual perception and awareness, which [...] Read more.
In regions with sustained air pollution, the adoption of protective health behaviors is critical, particularly among pregnant women—a population marked by physiological vulnerability and heightened receptivity to preventive guidance. Understanding and supporting patient-driven behavioral change requires attention to individual perception and awareness, which are shaped by socio-economic and spatial factors, as well as access to credible information. Objectives: This study investigates how pregnant women in Serbia perceive air quality, identifies determinants that influence these perceptions, and evaluates the extent and nature of behavioral adaptations undertaken to mitigate exposure-related risks. Methods: A cross-sectional survey was conducted among 279 pregnant women using a structured, researcher-administered questionnaire. Collected data included demographic and psychosocial variables, air quality perceptions, self-reported health effects, and behavioral responses. Residential proximity to land-use attributes was assessed using GIS-based spatial analysis. Results: Most participants perceived air quality as poor (68.8%), primarily informed by unofficial sources such as mobile applications and social media. Living close to continuous urban fabric (OR = 0.180, 95% CI: 0.059–0.558, p = 0.003) and water (OR = 0.306, 95% CI: 0.127–0.738, p = 0.008) was associated with poorer perceptions, while proximity to forests (OR = 2.938, 95% CI: 1.323–6.525, p = 0.008) correlated with more favorable assessments. Despite prevalent concern, around half of respondents (50.2%) reported no behavioral modifications. Importantly, none had received guidance from healthcare professionals on the topic. Conclusions: These findings highlight critical gaps in environmental health literacy and provider engagement. Integrating tailored communication and behavioral support in existing prenatal counseling could advance health-related quality of life in this vulnerable population. Full article
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27 pages, 1880 KiB  
Article
UAV-Enabled Video Streaming Architecture for Urban Air Mobility: A 6G-Based Approach Toward Low-Altitude 3D Transportation
by Liang-Chun Chen, Chenn-Jung Huang, Yu-Sen Cheng, Ken-Wen Hu and Mei-En Jian
Drones 2025, 9(6), 448; https://doi.org/10.3390/drones9060448 - 18 Jun 2025
Viewed by 693
Abstract
As urban populations expand and congestion intensifies, traditional ground transportation struggles to satisfy escalating mobility demands. Unmanned Electric Vertical Take-Off and Landing (eVTOL) aircraft, as a key enabler of Urban Air Mobility (UAM), leverage low-altitude airspace to alleviate ground traffic while offering environmentally [...] Read more.
As urban populations expand and congestion intensifies, traditional ground transportation struggles to satisfy escalating mobility demands. Unmanned Electric Vertical Take-Off and Landing (eVTOL) aircraft, as a key enabler of Urban Air Mobility (UAM), leverage low-altitude airspace to alleviate ground traffic while offering environmentally sustainable solutions. However, supporting high bandwidth, real-time video applications, such as Virtual Reality (VR), Augmented Reality (AR), and 360° streaming, remains a major challenge, particularly within bandwidth-constrained metropolitan regions. This study proposes a novel Unmanned Aerial Vehicle (UAV)-enabled video streaming architecture that integrates 6G wireless technologies with intelligent routing strategies across cooperative airborne nodes, including unmanned eVTOLs and High-Altitude Platform Systems (HAPS). By relaying video data from low-congestion ground base stations to high-demand urban zones via autonomous aerial relays, the proposed system enhances spectrum utilization and improves streaming stability. Simulation results validate the framework’s capability to support immersive media applications in next-generation autonomous air mobility systems, aligning with the vision of scalable, resilient 3D transportation infrastructure. Full article
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33 pages, 917 KiB  
Systematic Review
Publish/Subscribe-Middleware-Based Intelligent Transportation Systems: Applications and Challenges
by Basem Almadani, Ekhlas Hashem, Raneem R. Attar, Farouq Aliyu and Esam Al-Nahari
Appl. Sci. 2025, 15(12), 6449; https://doi.org/10.3390/app15126449 - 8 Jun 2025
Viewed by 588
Abstract
Countries are embracing intelligent transportation systems (ITSs), the application of information and communication technologies to transportation, to address growing challenges in urban mobility, congestion, safety, and sustainability. Architecture Reference for Cooperative and Intelligent Transportation (ARC-IT) is a notable ITS framework comprising Enterprise, Functional, [...] Read more.
Countries are embracing intelligent transportation systems (ITSs), the application of information and communication technologies to transportation, to address growing challenges in urban mobility, congestion, safety, and sustainability. Architecture Reference for Cooperative and Intelligent Transportation (ARC-IT) is a notable ITS framework comprising Enterprise, Functional, Physical, and Communications Views (or layers). This review focuses on the Communications View, examining how publish/subscribe middleware enhances ITS through the communication layer. It identified application areas across ITS infrastructure, transportation modes, and communication technologies, and highlights key challenges. In the infrastructure domain, publish/subscribe middleware enhances responsiveness and real-time processing in systems such as traffic surveillance, VANETs, and road sensor networks, especially when replacing legacy infrastructure is cost-prohibitive. Moreover, the middleware supports scalable, low-latency communication in land, air, and marine modes, enabling public transport coordination, cooperative driving, and UAV integration. At the communications layer, publish/subscribe systems facilitate interoperable, delay-tolerant data dissemination over heterogeneous platforms, including 4G/5G, ICN, and peer-to-peer networks. However, integrating publish/subscribe middleware in ITS has several challenges, including privacy risks, real-time data constraints, fault tolerance, bandwidth limitations, and security vulnerabilities. This paper provides a domain-informed foundation for researchers and practitioners developing resilient, scalable, and interoperable communication systems in next-generation ITSs. Full article
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23 pages, 3976 KiB  
Article
Efficient Urban Air Mobility Vertiport Operational Plans Considering On-Ground Traffic Environment
by Jaekyun Lee, Uwon Huh, Peng Wei and Kyowon Song
Sustainability 2025, 17(11), 5054; https://doi.org/10.3390/su17115054 - 30 May 2025
Viewed by 1064
Abstract
Urban Air Mobility (UAM) has high potential as an ecofriendly transportation mode that can alleviate traffic congestion on the ground and reduce travel times by utilizing three-dimensional airspace. However, efficient vertiport operational plans are needed for UAM to become an accessible transportation mode [...] Read more.
Urban Air Mobility (UAM) has high potential as an ecofriendly transportation mode that can alleviate traffic congestion on the ground and reduce travel times by utilizing three-dimensional airspace. However, efficient vertiport operational plans are needed for UAM to become an accessible transportation mode for the public. In this study, the numerical analysis program MATLAB (R2023a) and the traffic simulation software VISSIM (PTV VISSIM 2024) were used to model vertiport operations and analyze the on-ground traffic environment, including vertiport capacity and UAM aircraft delays. Additionally, on-time performance was considered by applying uncertainties to the intervals between consecutive generations and the turnaround time to simulate situations where UAM aircraft cannot adhere to their scheduled arrival and departure times. Operational scenarios were developed by varying the interval time between UAM aircraft generated in the simulation (3–10 min) in two cases: (1) without considering the on-time performance and (2) considering the on-time performance. This study aimed to maximize vertiport capacity and minimize UAM aircraft delay times. In addition, the reduction of delay times and improvement of turnaround efficiency directly contribute to sustainable urban airspace management by lowering ground energy use and environmental impact. In Case 1, the vertiport was most efficient at an interval time of 7 min. In Case 2, capacity was maximized at an interval time of 6–7 min while delay times were minimized at an interval time of 8–10 min. The simulation results provide valuable insights for developing not only efficient but also environmentally responsible vertiport operational plans, contributing to the successful and sustainable implementation and scalability of UAM systems. Full article
(This article belongs to the Special Issue Advances in Sustainability in Air Transport and Multimodality)
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22 pages, 2267 KiB  
Review
Health Impacts of Urban Environmental Parameters: A Review of Air Pollution, Heat, Noise, Green Spaces and Mobility
by Ainhoa Arriazu-Ramos, Jesús Miguel Santamaría, Aurora Monge-Barrio, Maira Bes-Rastrollo, Sonia Gutierrez Gabriel, Nuria Benito Frias and Ana Sánchez-Ostiz
Sustainability 2025, 17(10), 4336; https://doi.org/10.3390/su17104336 - 10 May 2025
Viewed by 1291
Abstract
This literature review examines the relationship between the urban environment and human health, focusing on five key parameters: air pollution, extreme temperatures, noise, green spaces, and urban mobility. A systematic review was conducted using indexed scientific databases (Scopus, Web of Science, and PubMed) [...] Read more.
This literature review examines the relationship between the urban environment and human health, focusing on five key parameters: air pollution, extreme temperatures, noise, green spaces, and urban mobility. A systematic review was conducted using indexed scientific databases (Scopus, Web of Science, and PubMed) and technical reports, following predefined search terms and exclusion criteria. A total of 131 publications were selected and analyzed. The study highlights the negative health effects of air pollution, heat, and noise—particularly on the respiratory, cardiovascular, nervous, and reproductive systems—especially in vulnerable populations including older adults, children, pregnant women, individuals with chronic illnesses, and those living in socioeconomically disadvantaged areas. In contrast, green spaces and sustainable mobility have shown beneficial impacts, including improvements in mental health, increased physical activity, and indirect benefits as they contribute to reducing air pollution, urban heat, and noise. Among all parameters, air pollution emerges as the most extensively studied and regulated, while significant research gaps persist in the fields of urban mobility and noise pollution. Furthermore, regulatory development remains limited across all parameters analyzed, highlighting the need for more comprehensive and consistent policy frameworks. Based on the evidence, three key urban strategies are proposed: renaturalizing cities, promoting sustainable mobility, and implementing data-driven management and educational tools. These actions are essential to create healthier, more resilient, and sustainable urban environments. Full article
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37 pages, 99542 KiB  
Article
CityAirQ—Pollution Tracking System
by Mihnea Dinica, Denisa Popescu, Dan Tudose, Bianca Dumitru, Laura Ruse, Abhinuv Pitale and Mihai Preda
Sustainability 2025, 17(9), 4062; https://doi.org/10.3390/su17094062 - 30 Apr 2025
Viewed by 726
Abstract
Air pollution represents a significant threat to human health and the environment, especially in densely populated metropolitan areas. Determining air pollution levels in urban areas is crucial for raising public awareness about air quality and potential health risks, empowering citizens to make informed [...] Read more.
Air pollution represents a significant threat to human health and the environment, especially in densely populated metropolitan areas. Determining air pollution levels in urban areas is crucial for raising public awareness about air quality and potential health risks, empowering citizens to make informed decisions about their well-being, potentially leading to improved air quality and healthier communities in the long run. The project proposes CityAirQ, a reliable pollution tracking system, that uses air pollution parameters and environmental data to generate dynamic maps for metropolitan regions. CityAirQ includes the following components: energy-efficient and portable pollution tracking devices equipped with pollution and environmental sensors, a mobile application that displays real-time collected data, together with dynamic environmental maps and, lastly, a cloud-based data pipeline that ingests, processes and stores sensor data. Our system integrates an ultra-compact custom PCB that enables real-time tracking of a broader range of pollutants than any other mobile solution of comparable size, making it a uniquely efficient tool for urban air quality assessment. The system’s performance was assessed in the final phase through testing and data collection in order to validate functionality and reliability. CityAirQ promotes environmental sustainability by providing the tools and information needed to understand, monitor, and mitigate air pollution in urban areas, ultimately contributing to a healthier and more sustainable future. Full article
(This article belongs to the Section Pollution Prevention, Mitigation and Sustainability)
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18 pages, 3794 KiB  
Review
Vertiports: The Infrastructure Backbone of Advanced Air Mobility—A Review
by Paola Di Mascio, Giulia Del Serrone and Laura Moretti
Eng 2025, 6(5), 93; https://doi.org/10.3390/eng6050093 - 30 Apr 2025
Cited by 1 | Viewed by 2390
Abstract
Technological innovation toward electrification and digitalization is revolutionizing aviation, paving the way for new aeronautical paradigms and novel modes to transport goods and people in urban and regional environments. Advanced Air Mobility (AAM) leverages vertical and digital mobility, driven by safe, quiet, sustainable, [...] Read more.
Technological innovation toward electrification and digitalization is revolutionizing aviation, paving the way for new aeronautical paradigms and novel modes to transport goods and people in urban and regional environments. Advanced Air Mobility (AAM) leverages vertical and digital mobility, driven by safe, quiet, sustainable, and cost-effective electric vertical takeoff and landing (VTOL) aircraft. A key enabler of this transformation is the development of vertiports—dedicated infrastructure designed for VTOL operations. Vertiports are pivotal in integrating AAM into multimodal transport networks, ensuring seamless connectivity with existing urban and regional transportation systems. Their design, placement, and operational framework are central to the success of AAM, influencing urban accessibility, safety, and public acceptance. These facilities should accommodate passenger and cargo operations, incorporating charging stations, takeoff and landing areas, and optimized traffic management systems. Public and private sectors are investing in vertiports, shaping the regulatory and technological landscape for widespread adoption. As cities prepare for the future of aerial mobility, vertiports will be the cornerstone of sustainable, efficient, and scalable air transportation. Full article
(This article belongs to the Special Issue Interdisciplinary Insights in Engineering Research)
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30 pages, 1030 KiB  
Article
The Model of Relationships Between Benefits of Bike-Sharing and Infrastructure Assessment on Example of the Silesian Region in Poland
by Radosław Wolniak and Katarzyna Turoń
Appl. Syst. Innov. 2025, 8(2), 54; https://doi.org/10.3390/asi8020054 - 17 Apr 2025
Cited by 1 | Viewed by 1419
Abstract
Bike-sharing initiatives play a crucial role in sustainable urban transportation, addressing vehicular congestion, air quality issues, and sedentary lifestyles. However, the connection between bike-sharing facilities and the advantages perceived by users remains insufficiently explored particular in post-industrial regions, such as Silesia, Poland. This [...] Read more.
Bike-sharing initiatives play a crucial role in sustainable urban transportation, addressing vehicular congestion, air quality issues, and sedentary lifestyles. However, the connection between bike-sharing facilities and the advantages perceived by users remains insufficiently explored particular in post-industrial regions, such as Silesia, Poland. This study develops a multidimensional framework linking infrastructure elements—such as station density, bicycle accessibility, maintenance standards, and technological integration—to perceived benefits. Using a mixed-methods approach, a survey conducted in key Silesian cities combines quantitative analysis (descriptive statistics, factor analysis, and regression modelling) with qualitative insights from user feedback. The results indicate that the most valuable benefits are health improvements (e.g., improved physical fitness and mobility) and environmental sustainability. However, infrastructural deficiencies—disjointed bike path systems, uneven station placements, and irregular maintenance—substantially hinder system efficiency and accessibility. Inadequate bike maintenance adversely affects efficiency, safety, and sustainability, highlighting the necessity for predictive upkeep and optimised services. This research underscores innovation as a crucial factor for enhancing systems, promoting seamless integration across multiple modes, diversification of fleets (including e-bikes and cargo bikes), and the use of sophisticated digital solutions like real-time tracking, contactless payment systems, and IoT-based monitoring. Furthermore, the transformation of post-industrial areas into cycling-supportive environments presents strategic opportunities for sustainable regional revitalisation. These findings extend beyond the context of Silesia, offering actionable insights for policymakers, urban mobility planners, and Smart City stakeholders worldwide, aiming to foster inclusive, efficient, and technology-enabled bike-sharing systems. Full article
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28 pages, 5893 KiB  
Article
Sustainable Emission Control in Heavy-Duty Diesel Trucks: Fuzzy-Logic-Based Multi-Source Diagnostic Approach
by Siyue He, Yufan Lin, Zhengxin Wei, Maosong Wan and Yongjun Min
Sustainability 2025, 17(8), 3605; https://doi.org/10.3390/su17083605 - 16 Apr 2025
Viewed by 479
Abstract
Motor vehicles emit a large amount of air pollutants. Inspection and Maintenance (I/M) systems serve as a pivotal strategy for mitigating emissions from operational diesel trucks. However, the prevalent issue of blind repairs persists due to insufficient diagnostic capabilities at maintenance stations (M [...] Read more.
Motor vehicles emit a large amount of air pollutants. Inspection and Maintenance (I/M) systems serve as a pivotal strategy for mitigating emissions from operational diesel trucks. However, the prevalent issue of blind repairs persists due to insufficient diagnostic capabilities at maintenance stations (M stations). To address this challenge, a multi-source information fusion methodology is proposed, integrating load deceleration testing from inspection stations (I stations), on-board diagnostics (OBD) data, and manual measurements at M stations. Critical diagnostic parameters—including nitrogen oxides (NOx) and particulate matter (PM) emissions, the ratio of measured wheel-side power to rated power, intake volume, common rail pressure, and exhaust back pressure—are systematically selected through statistical analysis and expert evaluations. An adaptive membership function is developed to resolve ambiguities in emission thresholds, enabling the construction of a robust fault diagnosis framework. Validation using 800 National V diesel truck maintenance records from a provincial automotive electronic health platform (2022 data) demonstrates a diagnostic accuracy of 92.8% for 153 emission-exceeding vehicles, surpassing traditional machine learning approaches by over 20%. By minimizing unnecessary repairs and optimizing maintenance efficiency, this approach significantly reduces resource waste and the lifecycle environmental footprints of diesel fleets. The proposed fuzzy-logic-based model effectively detects latent faults during routine maintenance, directly contributing to sustainable transportation through reductions in NOx and PM emissions—critical for improving air quality and advancing global climate objectives. This establishes a scalable technical framework for the effective implementation of I/M systems in alignment with sustainable urban mobility policies. Full article
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27 pages, 11279 KiB  
Article
Identifying the Main Urban Density Factors and Their Heterogeneous Effects on PM2.5 Concentrations in High-Density Historic Neighborhoods from a Social-Biophysical Perspective: A Case Study in Beijing
by Yi Wang, Haomiao Cheng, Bin Cai and Fanding Xiang
Sustainability 2025, 17(8), 3309; https://doi.org/10.3390/su17083309 - 8 Apr 2025
Viewed by 671
Abstract
The contradiction between urban density and sustainable environmental development is increasingly prominent. Although numerous studies have examined the impact of urban density on air pollution at the macro level, most previous research at the micro scale has either neglected socioeconomic factors, failed to [...] Read more.
The contradiction between urban density and sustainable environmental development is increasingly prominent. Although numerous studies have examined the impact of urban density on air pollution at the macro level, most previous research at the micro scale has either neglected socioeconomic factors, failed to analyze heterogeneous effects, or ignored historic neighborhoods where high pollution coexists with high density. By considering population, commercial buildings, vegetation, and road factors, an integrated social-biophysical perspective was introduced to evaluate how urban density influences PM2.5 concentration in a historic neighborhood. The study area was divided into 56 units of 120 m × 150 m granularity, as determined by the precision of the LBS population data. The lasso regression and quantile regression were adopted to explore the main factors affecting PM2.5 and their heterogeneous effects. The results showed that (1) building density was the most important driving factor of pollutants. It had a strong and consistent negative effect on PM2.5 concentrations at all quantile levels, indicating the homogeneity effect. (2) Short-term human mobility represented by the visiting population density was the second main factor influencing pollutants, which has a significantly positive influence on PM2.5. The heterogeneous effects suggested that the areas with moderate pollution levels were the key areas to control PM2.5. (3) Vegetation Patch Shape Index was the third main factor, which has a positive influence on PM2.5, indicating the complex vegetation patterns are not conducive to PM2.5 dispersion in historic neighborhoods. Its heterogeneous effect presented a curvilinear trend, peaking at the 50th quantile, indicating that moderately polluted areas are the most responsive to improvements in vegetation morphology for PM2.5 reduction. These findings can provide effective support for the improvement of air quality in historical neighborhoods of the city’s central area. Full article
(This article belongs to the Special Issue Air Pollution and Sustainability)
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22 pages, 1086 KiB  
Article
Design of Experiments Approach for Structural Optimization of Urban Air Mobility Vehicles
by Marco Claudio De Simone, Salvio Veneziano, Alessia Porcaro and Domenico Guida
Actuators 2025, 14(4), 176; https://doi.org/10.3390/act14040176 - 3 Apr 2025
Viewed by 573
Abstract
The current global context demands the development of new solutions that prioritize energy efficiency, time optimization, safety, and sustainability. Urban transportation is one of the sectors undergoing significant transformation. Pursuing new urban transportation solutions has become increasingly intense, involving research institutions and companies. [...] Read more.
The current global context demands the development of new solutions that prioritize energy efficiency, time optimization, safety, and sustainability. Urban transportation is one of the sectors undergoing significant transformation. Pursuing new urban transportation solutions has become increasingly intense, involving research institutions and companies. Considering this context, this study focused on the optimization procedures for designing a new vehicle capable of vertical take-off for urban air mobility applications. This paper reports on the optimization process of a thruster deployment mechanism using statistical techniques. In particular, the authors tested the use of Design of Experiments (DOE) techniques for the optimal design of a structural component of a new vehicle for urban mobility purposes under development at the Applied Mechanics laboratory of the Department of Industrial Engineering of the University of Salerno. For this reason, it was decided that a parametric multibody model would be developed in the Simscape Multibody environment for structural optimization using designed experiment plans to “guide” the designer in the analysis phase and search for an optimal configuration using a minimum number of configurations. Finally, employing FEM analysis, the chosen configuration was validated. This study allowed us to test the use of DOE techniques to design new systems. It allowed us to evaluate different configurations, the static and dynamic behavior, the constraining reactions present in the joints, and the active forces and torques of the actuators, highlighting the correlation between factors that can guide the designer in identifying optimal solutions. Full article
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24 pages, 7548 KiB  
Article
Quantifying and Forecasting Emission Reductions in Urban Mobility: An IoT-Driven Bike-Sharing Analysis
by Manuel Uche-Soria, Bernardo Tabuenca, Gonzalo Halcón-Gibert and Yilsy Núñez-Guerrero
Sensors 2025, 25(7), 2163; https://doi.org/10.3390/s25072163 - 28 Mar 2025
Viewed by 759
Abstract
The growing urgency to address urban air quality and climate change has intensified the need for sustainable mobility solutions that mitigate vehicular emissions. Bike-sharing systems (BSSs) represent a viable alternative; however, their precise environmental impact remains insufficiently explored. This study quantifies and forecasts [...] Read more.
The growing urgency to address urban air quality and climate change has intensified the need for sustainable mobility solutions that mitigate vehicular emissions. Bike-sharing systems (BSSs) represent a viable alternative; however, their precise environmental impact remains insufficiently explored. This study quantifies and forecasts reductions in CO2 and NOx emissions resulting from BSS usage in Madrid by integrating real-time IoT sensor data with an advanced predictive model. The proposed framework effectively captures nonlinear and seasonal mobility and emission patterns, achieving high predictive accuracy while demonstrating significant energy savings. These findings confirm the environmental benefits of BSSs and provide urban planners and policymakers with a robust tool to extend and replicate this analysis in other cities, fostering sustainable urban mobility and improved air quality. Full article
(This article belongs to the Special Issue IoT and Big Data Analytics for Smart Cities)
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