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Keywords = urban park accessibility

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21 pages, 3029 KB  
Article
Immersive Urban Planning: Evaluating Park Safety Perception with Digital Twins and Metaverse Simulation
by Liliana Cecere, Michele Grimaldi, Angelo Lorusso, Alessandra Marra and Federica Stoia
Sustainability 2025, 17(17), 7608; https://doi.org/10.3390/su17177608 - 23 Aug 2025
Viewed by 169
Abstract
The objective of this study is to explore the use of emerging technologies such as the Metaverse and Digital Twin to highlight how these can be used to analyse and improve the perception of security in urban parks. Through the proposed methodological approach, [...] Read more.
The objective of this study is to explore the use of emerging technologies such as the Metaverse and Digital Twin to highlight how these can be used to analyse and improve the perception of security in urban parks. Through the proposed methodological approach, which combines real data collection, 3D modelling, immersive simulations, and user feedback, a virtual environment representative of the Quartieri Spagnoli Park in Naples, chosen as a case study, was developed and tested. The experimentation involved a heterogeneous group of users and consisted of two phases of questionnaire administration, one in person and one in a virtual environment, to compare the individual and collective perceptions of users in relation to issues such as disorientation, lighting, and maintenance. The results obtained made it possible to identify a correspondence between the data collected in the two environments, and to highlight any critical issues that emerged. Undoubtedly, the virtual experience proved to be useful, accessible, and immersive, demonstrating the potential of these tools not only in identifying issues but especially in supporting participatory design and urban planning with a view to a smart city. In urban design, as in many other fields, being able to intervene and test changes in a virtual environment before actually implementing them is a valuable opportunity, as it allows the feasibility to be assessed without compromising the real space. It is precisely this aspect that makes this type of approach extremely interesting and important. The distinctive feature of the proposed approach lies in the implementation of digital twins in the metaverse, which can perform a dual function: simulation and verification. In the first case, simulations within the virtual environment allow project planning to be tested in order to predict the outcome; in the second case, it is possible to investigate the state of affairs, thus assessing whether the planning put in place has achieved the desired results. Full article
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28 pages, 9622 KB  
Article
Equity Evaluation of Park Green Space Based on SDG11: A Case Study of Jinan City, Shandong Province, China
by Mingxin Sui, Yingjun Sun, Wenxue Meng and Yanshuang Song
Appl. Sci. 2025, 15(17), 9239; https://doi.org/10.3390/app15179239 - 22 Aug 2025
Viewed by 113
Abstract
Urban spatial justice is a critical issue in the context of rapid urbanization. Improving public well-being depends on the efficient use of park green space (PGS) resources. This study evaluates the spatial distribution equity and social equity of PGS in Jinan City, Shandong [...] Read more.
Urban spatial justice is a critical issue in the context of rapid urbanization. Improving public well-being depends on the efficient use of park green space (PGS) resources. This study evaluates the spatial distribution equity and social equity of PGS in Jinan City, Shandong Province, China, with the aim of optimizing their spatial layout, mitigating poor accessibility due to uneven spatial distribution, and improving the quality of life for all inhabitants. Firstly, based on Sustainable Development Goal 11 (SDG11), we constructed an urban sustainable development index system to quantify residents’ demand levels. The supply level was measured through three dimensions: quantity, quality, and accessibility of PGS utilizing multi-source geospatial data. A coupling coordination degree model (CCDM) was employed to analyze the supply-demand equilibrium. Secondly, Lorenz curves and Gini coefficients were utilized to evaluate the equity of PGS resource distribution to disadvantaged populations. Finally, a k-means clustering algorithm found the best sites for additional parks in low-accessibility regions. The results show that southern areas—that is; those south of the Yellow River—showed greater supply-demand equilibrium than northern ones. With a Gini index for PGS services aimed at vulnerable populations of 0.35, the citywide social level distribution appeared to be relatively balanced. This paper suggests an evaluation technique to support fair resource allocation, establishing a dual-perspective evaluation framework (spatial and social equality) and giving a scientific basis for PGS planning in Jinan. Full article
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16 pages, 580 KB  
Review
Obesity–Housing Nexus: An Integrative Conceptualization of the Impact of Housing and Built Environment on Obesity
by Kritika Rana and Ritesh Chimoriya
Obesities 2025, 5(3), 64; https://doi.org/10.3390/obesities5030064 - 20 Aug 2025
Viewed by 325
Abstract
Obesity has emerged as one of the most significant public health challenges of the 21st century, with its prevalence increasing at an alarming rate globally. While individual factors such as diet and physical inactivity are well-known contributors, the built environment, particularly housing, plays [...] Read more.
Obesity has emerged as one of the most significant public health challenges of the 21st century, with its prevalence increasing at an alarming rate globally. While individual factors such as diet and physical inactivity are well-known contributors, the built environment, particularly housing, plays a critical yet understudied role in shaping obesity-related behaviors. This study examines the multilayered relationship between housing and obesity, focusing on built and neighborhood environment, affordability, and the social environment. Poor housing quality, such as overcrowding and inadequate ventilation, can potentially lead to chronic stress and sedentary behaviors, while housing design influences physical activity through characteristics such as design features and outdoor spaces. Housing location affects access to amenities such as parks and healthy food options, with disparities in access contributing to obesity in low-income areas. Similarly, neighborhood walkability, influenced by infrastructure and land use, encourages active transportation and recreation. Housing affordability also impacts dietary choices and access to recreational facilities, particularly for low-income families. Moreover, the social environment within housing communities can foster or hinder healthy behaviors through social networks and community engagement. This study emphasizes the need for health-conscious urban planning and policies that address these housing-related factors to combat obesity and promote healthier lifestyles. By integrating these Obesity–Housing Nexus, policymakers can create environments that support physical activity, healthy eating, as well as overall health and well-being. Full article
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22 pages, 483 KB  
Article
Is Proximity to Parks Associated with Physical Activity and Well-Being? Insights from 15-Minute Parks Policy Initiative in Bangkok, Thailand
by Sigit D. Arifwidodo, Orana Chandrasiri and Putthipanya Rueangsom
Sustainability 2025, 17(16), 7457; https://doi.org/10.3390/su17167457 - 18 Aug 2025
Viewed by 282
Abstract
The proximity of urban green spaces to residential areas has become a central principle in contemporary urban planning, with cities worldwide adopting “15-minute city” concepts that prioritize walking-distance access to parks. This study examined whether proximity to different types of parks influences park [...] Read more.
The proximity of urban green spaces to residential areas has become a central principle in contemporary urban planning, with cities worldwide adopting “15-minute city” concepts that prioritize walking-distance access to parks. This study examined whether proximity to different types of parks influences park visitation, physical activity, and mental well-being in Bangkok, Thailand, where the government recently launched a 15-minute parks policy initiative to improve the proximity of urban residents to green spaces. Using a cross-sectional survey of 615 residents across Bangkok’s 50 districts, we measured proximity to six park types using GIS network analysis and assessed health outcomes through validated instruments (Global Physical Activity Questionnaire, GPAQ for physical activity GPAQ for physical activity, and WHO-5 for well-being). Our findings revealed that only proximity to community parks (5–20 ha) was significantly associated with park visitation, sufficient physical activity, and good well-being. Proximity to smaller parks, including the new 15-minute parks, pocket parks, and neighborhood parks, showed no significant associations with any health outcomes, despite being within walking distance. These results suggest a critical size threshold below which parks cannot generate health and well-being benefits in Bangkok’s environment. The findings challenge the argument commonly used in proximity-based green space policies that assume closer parks automatically improve park visitation and public health benefits, indicating that cities facing similar constraints should balance between providing small park networks and securing larger, functional parks to support meaningful recreational use or health improvements. Full article
(This article belongs to the Special Issue Well-Being and Urban Green Spaces: Advantages for Sustainable Cities)
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14 pages, 3044 KB  
Article
Shared Office Tenants, Developers, and Urban Sustainability Goals—A Method for Assessing the Sustainable Location of Office Buildings Using GIS
by Agnieszka Telega and Ivan Telega
Sustainability 2025, 17(16), 7307; https://doi.org/10.3390/su17167307 - 13 Aug 2025
Viewed by 310
Abstract
This study analyzes the links between urban sustainability goals and the location of office buildings. We propose a concept of a sustainable location of office buildings, one that meets the needs of real estate investors and users and is consistent with the goals [...] Read more.
This study analyzes the links between urban sustainability goals and the location of office buildings. We propose a concept of a sustainable location of office buildings, one that meets the needs of real estate investors and users and is consistent with the goals of sustainable urban development. The main goal of this study is to develop a method for mapping location potential, which can be used as a tool in the decision-making process of selecting the location of new office buildings. A location with high potential is consistent with the sustainability goals that meet the needs of investors and users with minimal environmental burden. The literature studies on sustainable urban development as well as the analysis of the results of the survey of office space user preferences allow for the determination of the essential characteristics of sustainable office locations: public transportation accessibility, mixed land use, walkability and clean transportation accessibility, parking space, and land reuse. Using these metrics in GIS, a spatial analysis was conducted to map different location potentials in Krakow and to answer the question of whether and to what extent existing office buildings meet these criteria. Full article
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24 pages, 6946 KB  
Article
Beyond Accessibility: Rethinking Universal and Inclusive Design in Bangkok’s Public Parks
by Pattamon Selanon, Supanut Dejnirattisai and Amika Naknawaphan
Buildings 2025, 15(16), 2839; https://doi.org/10.3390/buildings15162839 - 11 Aug 2025
Viewed by 766
Abstract
This study aims to critically assesses the application and limitations of Universal Design (UD) and Inclusive Design (ID) in Bangkok’s public parks and proposes a context-sensitive framework to enhance urban inclusivity. While UD has contributed significantly to improving physical accessibility—through standardized features such [...] Read more.
This study aims to critically assesses the application and limitations of Universal Design (UD) and Inclusive Design (ID) in Bangkok’s public parks and proposes a context-sensitive framework to enhance urban inclusivity. While UD has contributed significantly to improving physical accessibility—through standardized features such as ramps, tactile paving, and clear circulation paths—it often fails to address emotional comfort, cultural representation, and participatory engagement. In contrast, ID emphasizes co-creation, contextual adaptability, and symbolic inclusion, offering a more holistic and equity-driven approach. Using a five-dimensional comparative framework—philosophy, function, spatial logic, user engagement, and evaluation—this research analyzes three major public parks: Benjakitti Forest Park, Chatuchak (Railway) Park, and Chulalongkorn Centenary Park. Each site was evaluated through narrative critique, dimension scoring, and radar diagram visualizations. The findings reveal that while all three parks exhibit strong UD characteristics, they lack alignment with ID principles, particularly in the areas of community engagement and emotional resonance. These typologies highlight a broader trend in Thai public space planning, wherein accessibility is interpreted narrowly as compliance rather than inclusion. The study concludes by proposing policy and design recommendations for embedding ID into future park development, positioning ID not only as a design approach but as a paradigm for spatial justice, belonging, and cultural sustainability. Full article
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14 pages, 359 KB  
Article
Determinants of High-Speed Train Demand: Insights from the Jakarta—Bandung Corridor in Indonesia
by Mohammed Ali Berawi, Samidjan Samidjan, Perdana Miraj, Andyka Kusuma and Mustika Sari
Urban Sci. 2025, 9(8), 308; https://doi.org/10.3390/urbansci9080308 - 7 Aug 2025
Viewed by 625
Abstract
For the last few decades, the use of High-Speed Trains (HSTs) has been growing rapidly in various parts of the world. Despite rapid global expansion, many HST projects fail due to demand overestimation and cost overruns. This study analyzes factors influencing HST demand [...] Read more.
For the last few decades, the use of High-Speed Trains (HSTs) has been growing rapidly in various parts of the world. Despite rapid global expansion, many HST projects fail due to demand overestimation and cost overruns. This study analyzes factors influencing HST demand in Indonesia, aiming to identify impactful determinants from user perspectives. Employing a quantitative cross-sectional approach, this research utilized questionnaires distributed to users of different modes of transportation in the Jakarta–Bandung area, including trains, buses, travel services, and private cars. Structural Equation Modeling (SEM) via Lisrel software was used to analyze the data. The results indicate that Transit-Oriented Developments (TOD) and new urban areas significantly increase HST demand by facilitating urban growth and development. Additionally, supporting infrastructure and external factors such as road accessibility, parking availability, shuttle services, and environmental integration are pivotal in shaping commuter preferences. Although factors such as safety, comfort, and reliability are important, they alone may not be adequate to persuade consumers to use high-speed trains for their travel. Full article
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15 pages, 1337 KB  
Article
Application of Prefabricated Public Buildings in Rural Areas with Extreme Hot–Humid Climate: A Case Study of the Yongtai County Digital Industrial Park, Fuzhou, China
by Xin Wu, Jiaying Wang, Ruitao Zhang, Qianru Bi and Jinghan Pan
Buildings 2025, 15(15), 2767; https://doi.org/10.3390/buildings15152767 - 6 Aug 2025
Viewed by 334
Abstract
Accomplishing China’s national targets of carbon peaking and carbon neutrality necessitates proactive solutions, hinging critically on fundamentally transforming rural construction models. Current construction practices in rural areas are characterized by inefficiency, high resource consumption, and reliance on imported materials. These shortcomings not only [...] Read more.
Accomplishing China’s national targets of carbon peaking and carbon neutrality necessitates proactive solutions, hinging critically on fundamentally transforming rural construction models. Current construction practices in rural areas are characterized by inefficiency, high resource consumption, and reliance on imported materials. These shortcomings not only jeopardize the attainment of climate objectives, but also hinder equitable development between urban and rural regions. Using the Digital Industrial Park in Yongtai County, Fuzhou City, as a case study, this study focuses on prefabricated public buildings in regions with extreme hot–humid climate, and innovatively integrates BIM (Building Information Modeling)-driven carbon modeling with the Gaussian Two-Step Floating Catchment Area (G2SFCA) method for spatial accessibility assessment to investigate the carbon emissions and economic benefits of prefabricated buildings during the embodied stage, and analyzes the spatial accessibility of prefabricated building material suppliers in Fuzhou City and identifies associated bottlenecks, seeking pathways to promote sustainable rural revitalization. Compared with traditional cast-in-situ buildings, embodied carbon emissions of prefabricated during their materialization phase significantly reduced. This dual-perspective approach ensures that the proposed solutions possess both technical rigor and logistical feasibility. Promoting this model across rural areas sharing similar climatic conditions would advance the construction industry’s progress towards the dual carbon goals. Full article
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18 pages, 3024 KB  
Article
Evaluating Emissions from Select Urban Parking Garages in Cincinnati, OH, Using Portable Sensors and Their Potentials for Sustainability Improvement
by Alyssa Yerkeson and Mingming Lu
Sustainability 2025, 17(15), 7108; https://doi.org/10.3390/su17157108 - 5 Aug 2025
Viewed by 447
Abstract
Urban parking around the world faces similar challenges of inadequate space, pollution, and carbon emissions. Although various smart parking technologies have been tested and implemented, they primarily aim to reduce the time spent searching for parking, without considering the impact on air quality. [...] Read more.
Urban parking around the world faces similar challenges of inadequate space, pollution, and carbon emissions. Although various smart parking technologies have been tested and implemented, they primarily aim to reduce the time spent searching for parking, without considering the impact on air quality. In this study, the air quality in three urban garages was investigated with portable instruments at the entrance and exit gates and inside the garages. Garage emissions measured include CO2, PM2.5, PM10, NO2, and total VOCs. The results suggested that the PM2.5 levels in these garages tend to be higher than the ambient levels. The emissions also exhibit seasonal variations, with the highest concentrations occurring in the summer, which are 20.32 µg/m3 in Campus Green, 14.25 µg/m3 in CCM, and 15.23 µg/m3 in Washington Park garages, respectively. PM2.5 measured from these garages is strongly correlated (with an R2 of 0.64) with ambient levels. CO2 emissions are higher than ambient levels but within the indoor air quality limit. This suggests that urban garages in Cincinnati tend to enrich ambient air concentrations, which can affect garage users and garage attendants. Portable sensors are capable of long-term emission monitoring and are compatible with other technologies in smart garage development. With portable air sensors becoming increasingly accessible and affordable, there is an opportunity to integrate these devices with smart garage management systems to enhance the sustainability of parking garages. Full article
(This article belongs to the Special Issue Control of Traffic-Related Emissions to Improve Air Quality)
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25 pages, 19905 KB  
Article
Assessing Urban Park Accessibility via Population Projections: Planning for Green Equity in Shanghai
by Leiting Cen and Yang Xiao
Land 2025, 14(8), 1580; https://doi.org/10.3390/land14081580 - 2 Aug 2025
Viewed by 447
Abstract
Rapid urbanization and demographic shifts present significant challenges to spatial justice in green space provision. Traditional static assessments have become increasingly inadequate for guiding park planning, which now requires a dynamic, future-oriented analytical approach. To address this gap, this study incorporates population dynamics [...] Read more.
Rapid urbanization and demographic shifts present significant challenges to spatial justice in green space provision. Traditional static assessments have become increasingly inadequate for guiding park planning, which now requires a dynamic, future-oriented analytical approach. To address this gap, this study incorporates population dynamics into urban park planning by developing a dynamic evaluation framework for park accessibility. Building on the Gaussian-based two-step floating catchment area (Ga2SFCA) method, we propose the human-population-projection-Ga2SFCA (HPP-Ga2SFCA) model, which integrates population forecasts to assess park service efficiency under future demographic pressures. Using neighborhood-committee-level census data from 2000 to 2020 and detailed park spatial data, we identified five types of population change and forecast demographic distributions for both short- and long-term scenarios. Our findings indicate population decline in the urban core and outer suburbs, with growth concentrated in the transitional inner-suburban zones. Long-term projections suggest that 66% of communities will experience population growth, whereas short-term forecasts indicate a decline in 52%. Static models overestimate park accessibility by approximately 40%. In contrast, our dynamic model reveals that accessibility is overestimated in 71% and underestimated in 7% of the city, highlighting a potential mismatch between future population demand and current park supply. This study offers a forward-looking planning framework that enhances the responsiveness of park systems to demographic change and supports the development of more equitable, adaptive green space strategies. Full article
(This article belongs to the Special Issue Spatial Justice in Urban Planning (Second Edition))
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19 pages, 5284 KB  
Article
Integrating Dark Sky Conservation into Sustainable Regional Planning: A Site Suitability Evaluation for Dark Sky Parks in the Guangdong–Hong Kong–Macao Greater Bay Area
by Deliang Fan, Zidian Chen, Yang Liu, Ziwen Huo, Huiwen He and Shijie Li
Land 2025, 14(8), 1561; https://doi.org/10.3390/land14081561 - 29 Jul 2025
Viewed by 472
Abstract
Dark skies, a vital natural and cultural resource, have been increasingly threatened by light pollution due to rapid urbanization, leading to ecological degradation and biodiversity loss. As a key strategy for sustainable regional development, dark sky parks (DSPs) not only preserve nocturnal environments [...] Read more.
Dark skies, a vital natural and cultural resource, have been increasingly threatened by light pollution due to rapid urbanization, leading to ecological degradation and biodiversity loss. As a key strategy for sustainable regional development, dark sky parks (DSPs) not only preserve nocturnal environments but also enhance livability by balancing urban expansion and ecological conservation. This study develops a novel framework for evaluating DSP suitability, integrating ecological and socio-economic dimensions, including the resource base (e.g., nighttime light levels, meteorological conditions, and air quality) and development conditions (e.g., population density, transportation accessibility, and tourism infrastructure). Using the Guangdong–Hong Kong–Macao Greater Bay Area (GBA) as a case study, we employ Delphi expert consultation, GIS spatial analysis, and multi-criteria decision-making to identify optimal DSP locations and prioritize conservation zones. Our key findings reveal the following: (1) spatial heterogeneity in suitability, with high-potential zones being concentrated in the GBA’s northeastern, central–western, and southern regions; (2) ecosystem advantages of forests, wetlands, and high-elevation areas for minimizing light pollution; (3) coastal and island regions as ideal DSP sites due to the low light interference and high ecotourism potential. By bridging environmental assessments and spatial planning, this study provides a replicable model for DSP site selection, offering policymakers actionable insights to integrate dark sky preservation into sustainable urban–regional development strategies. Our results underscore the importance of DSPs in fostering ecological resilience, nighttime tourism, and regional livability, contributing to the broader discourse on sustainable landscape planning in high-urbanization contexts. Full article
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25 pages, 3868 KB  
Article
From Research to Design: Enhancing Mental Well-Being Through Quality Public Green Spaces in Beirut
by Mariam Raad, Georgio Kallas, Falah Assadi, Nina Zeidan, Victoria Dawalibi and Alessio Russo
Land 2025, 14(8), 1558; https://doi.org/10.3390/land14081558 - 29 Jul 2025
Viewed by 411
Abstract
The global rise in urban-related health issues poses significant challenges to public health, particularly in cities facing socio-economic crises. In Lebanon, 70% of the population is experiencing financial hardship, and healthcare costs have surged by 172%, exacerbating the strain on medical services. Given [...] Read more.
The global rise in urban-related health issues poses significant challenges to public health, particularly in cities facing socio-economic crises. In Lebanon, 70% of the population is experiencing financial hardship, and healthcare costs have surged by 172%, exacerbating the strain on medical services. Given these conditions, improving the quality and accessibility of green spaces offers a promising avenue for alleviating mental health issues in urban areas. This study investigates the psychological impact of nine urban public spaces in Beirut through a comprehensive survey methodology, involving 297 participants (locals and tourists) who rated these spaces using Likert-scale measures. The findings reveal location-specific barriers, with Saanayeh Park rated highest in quality and Martyr’s Square rated lowest. The analysis identifies facility quality as the most significant factor influencing space quality, contributing 73.6% to the overall assessment, while activity factors have a lesser impact. The study further highlights a moderate positive association (Spearman’s rho = 0.30) between public space quality and mental well-being in Beirut. This study employs a hybrid methodology combining Research for Design (RfD) and Research Through Designing (RTD). Empirical data informed spatial strategies, while iterative design served as a tool for generating context-specific knowledge. Design enhancements—such as sensory plantings, shading systems, and social nodes—aim to improve well-being through better public space quality. The proposed interventions support mental health, life satisfaction, climate resilience, and urban inclusivity. The findings offer actionable insights for cities facing public health and spatial equity challenges in crisis contexts. Full article
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23 pages, 5023 KB  
Article
Assessing the Impact of Design Quality Attributes of Public Open Spaces on Users’ Satisfaction: Insights from a Case Study in Saudi Arabia
by Omar S. Asfour and Sharif Tousif Hossain
Architecture 2025, 5(3), 55; https://doi.org/10.3390/architecture5030055 - 29 Jul 2025
Viewed by 394
Abstract
Public open spaces have recently attracted significant attention in the national development programs aimed at improving urban livability and quality of life in Saudi Arabia. While many studies have examined the design quality of public open spaces in the country, a contextualized evaluation [...] Read more.
Public open spaces have recently attracted significant attention in the national development programs aimed at improving urban livability and quality of life in Saudi Arabia. While many studies have examined the design quality of public open spaces in the country, a contextualized evaluation index that takes into account users’ preferences and the nation’s social context is still lacking. This gap calls for additional field studies to better understand users’ needs and their interactions with the current urban design practices of public open spaces. This study provides deeper insights into the design quality of public open spaces in Saudi Arabia. The study first identified 16 attributes of design quality of public open spaces, and then assessed a case study, Alrabie Park in Al-Khobar city, based on field observation and a survey of users’ satisfaction levels in relation to these quality attributes The findings revealed that the average of users’ satisfaction was 3.76 out of 5.0, indicating a neutral to satisfied response. Key strengths were noted in accessibility and users’ comfort, while areas needing improvement included environmental quality and amenities and services. The study recommends the development of a national evaluation index for public open spaces to create inclusive, safe, and vibrant environments that reflect Saudi Arabia’s urban and socio-cultural context. It also emphasizes the importance of community engagement in this regard to ensure that the design of public spaces aligns well with the users’ needs and helps to create sustainable urban spaces in the city. Full article
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21 pages, 6098 KB  
Article
Beyond a Single Story: The Complex and Varied Patterns of Park Accessibility Across China’s Emerging Cities
by Mengqi Liu and Toru Terada
Land 2025, 14(8), 1552; https://doi.org/10.3390/land14081552 - 28 Jul 2025
Viewed by 297
Abstract
China’s rapid urbanization has driven tremendous socioeconomic development while posing new forms of social–spatial inequalities that challenge environmental sustainability and spatial justice. This study investigates urban park-accessibility patterns across 10 s-tier provincial capital cities in China, examining how these patterns relate to housing-price [...] Read more.
China’s rapid urbanization has driven tremendous socioeconomic development while posing new forms of social–spatial inequalities that challenge environmental sustainability and spatial justice. This study investigates urban park-accessibility patterns across 10 s-tier provincial capital cities in China, examining how these patterns relate to housing-price dynamics to reveal diverse manifestations of social–spatial (in)justice. Using comprehensive spatial analysis grounded in distributive justice principles, we measure park accessibility through multiple metrics: distance to the nearest park, park size, and the number of parks within a 15 min walk from residential communities. Our findings reveal significant variation in park accessibility across these cities, with distinctive patterns emerging in the relationship between housing prices and park access that reflect different forms of social–spatial exclusion and inclusion. While most cities demonstrate an unbalanced spatial distribution of parks, they exhibit different forms of this disparity. Some cities show consistent park access across housing-price categories, while others display correlations between high housing prices and superior park accessibility. We argue that these divergent patterns reflect each city’s unique combination of economic development trajectory, politically strategic positioning within national urban hierarchies, and geographical constraints. Through this comparative analysis of second-tier cities, this study contributes to broader understandings of social–spatial (in)justice and urban environmental inequalities within China’s urbanization process, highlighting the need for place-specific approaches to achieving equitable access to urban amenities. Full article
(This article belongs to the Special Issue Spatial Justice in Urban Planning (Second Edition))
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22 pages, 6378 KB  
Article
Cross-Modal Insights into Urban Green Spaces Preferences
by Jiayi Yan, Fan Zhang and Bing Qiu
Buildings 2025, 15(14), 2563; https://doi.org/10.3390/buildings15142563 - 20 Jul 2025
Viewed by 334
Abstract
Urban green spaces (UGSs) and forests play a vital role in shaping sustainable and livable cities, offering not only ecological benefits but also spaces that are essential for human well-being, social interactions, and everyday life. Understanding the landscape features that resonate most with [...] Read more.
Urban green spaces (UGSs) and forests play a vital role in shaping sustainable and livable cities, offering not only ecological benefits but also spaces that are essential for human well-being, social interactions, and everyday life. Understanding the landscape features that resonate most with public preferences is essential for enhancing the appeal, accessibility, and functionality of these environments. However, traditional approaches—such as surveys or single-data analyses—often lack the nuance needed to capture the complex and multisensory nature of human responses to green spaces. This study explores a cross-modal methodology that integrates natural language processing (NLP) and deep learning techniques to analyze text and image data collected from public reviews of 19 urban parks in Nanjing. By capturing both subjective emotional expressions and objective visual impressions, this study reveals a consistent public preference for natural landscapes, particularly those featuring evergreen trees, shrubs, and floral elements. Text-based data reflect users’ lived experiences and nuanced perceptions, while image data offers insights into visual appeal and spatial composition. By bridging human-centered insights with data-driven analysis, this research provides a robust framework for evaluating landscape preferences. It also underscores the importance of designing green spaces that are not only ecologically sound but also emotionally resonant and socially inclusive. The findings offer valuable guidance for the planning, design, and adaptive management of urban green infrastructure in ways that support healthier, more responsive, and smarter urban environments. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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