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23 pages, 12725 KiB  
Article
Parks and People: Spatial and Social Equity Inquiry in Shanghai, China
by Xi Peng and Xiang Yin
Sustainability 2025, 17(12), 5495; https://doi.org/10.3390/su17125495 - 14 Jun 2025
Viewed by 446
Abstract
Urban parks are essential public resources that contribute significantly to residents’ well-being. However, disparities in the spatial distribution and social benefits of urban parks remain a pressing issue. This study focuses on the central urban area of Shanghai, a representative high-density megacity, and [...] Read more.
Urban parks are essential public resources that contribute significantly to residents’ well-being. However, disparities in the spatial distribution and social benefits of urban parks remain a pressing issue. This study focuses on the central urban area of Shanghai, a representative high-density megacity, and its findings hold significant reference value for similar cities, systematically evaluating urban park services from the perspectives of accessibility, spatial equity, and social equity. Leveraging multi-source big data and enhanced analytical methods, this study examines disparities and spatial mismatches in park services. By incorporating dynamic data, such as actual visitor attendance and residents’ travel preferences, and improving analytical models, such as an enhanced Gaussian two-step floating catchment area method and spatial lag regression models, this research significantly improves the accuracy and reliability of its findings. Key findings include (1) significant variations in accessibility exist across different types of parks, with regional and city parks offering better accessibility compared to pocket parks and community parks. (2) Park resources are unevenly distributed, with neighborhoods within the inner ring exhibiting relatively low overall accessibility. (3) A spatial mismatch is observed between park accessibility and housing prices, highlighting equity concerns. The dual spatial-social imbalance phenomenon reveals the prevalent contradiction in rapidly urbanizing areas where public service provision lags behind land development. Based on these results, this study proposes targeted recommendations for optimizing urban park layouts, including increasing the supply of small parks in inner-ring areas, enhancing the multifunctionality of parks, and strengthening policy support for disadvantaged communities. These findings contribute new theoretical insights into urban park equity and fine-grained governance while offering valuable references for urban planning and policymaking. Full article
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19 pages, 1546 KiB  
Article
Model for Determining Parking Demand Using Simulation-Based Pricing
by Hrvoje Pavlek, Marko Slavulj, Božidar Ivanković and Luka Vidan
Appl. Sci. 2025, 15(12), 6603; https://doi.org/10.3390/app15126603 - 12 Jun 2025
Viewed by 454
Abstract
Urban traffic management faces significant challenges in balancing parking supply with user demand. This study introduces a novel parking demand model that integrates simulation-based pricing with elasticity functions derived from revealed preference data, segmented across predefined user categories, such as short-term visitors (e.g., [...] Read more.
Urban traffic management faces significant challenges in balancing parking supply with user demand. This study introduces a novel parking demand model that integrates simulation-based pricing with elasticity functions derived from revealed preference data, segmented across predefined user categories, such as short-term visitors (e.g., shoppers) and monthly subscribers (e.g., commuters). Unlike previous models, this approach does not rely on survey-based inputs and explicitly accounts for both natural and chaotic demand behaviors, thereby improving forecasting accuracy under oversaturated conditions. The model supports sustainable parking management by optimizing space availability, while simultaneously increasing occupancy and enhancing revenue generation. Full article
(This article belongs to the Special Issue Sustainable Urban Mobility)
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19 pages, 12475 KiB  
Article
Pursuing Ecological and Social Co-Benefits: Public Hierarchical Willingness for Biodiversity Conservation in Urban Parks
by Minli Jin, Lihui Hu, Guang Hu and Jing Guo
Sustainability 2025, 17(9), 4201; https://doi.org/10.3390/su17094201 - 6 May 2025
Viewed by 569
Abstract
Urban green spaces play a critical role in sustaining the urban park biodiversity. The relationship between biodiversity and city residents is complex. Understanding the cognitive preferences of residents toward biodiversity is vital for effective conservation. This study investigated the public willingness to protect [...] Read more.
Urban green spaces play a critical role in sustaining the urban park biodiversity. The relationship between biodiversity and city residents is complex. Understanding the cognitive preferences of residents toward biodiversity is vital for effective conservation. This study investigated the public willingness to protect the biodiversity in urban parks using questionnaire-based assessments and explored the underlying drivers. The study focused on the residents of Hangzhou, China, and analyzed the effects of respondent and visit characteristics as well as their interactions using ANOVA, PERMANOVA, GLM, and NMDS. The visitor age, education level, satisfaction with plant landscapes, and visit frequency significantly influenced their willingness to conserve. Based on a “cognitive-experience-investment” framework, we uncovered (1) positive synergistic effects between urban park biodiversity and the abundance of urban green space fauna; (2) threshold constraints linking volunteer time for biodiversity conservation and economic expenditures on biodiversity-friendly products; and (3) the complex interactions among these factors. The findings not only elucidate the driving mechanisms and model optimization pathways associated with public willingness for conserving urban biodiversity but also provide actionable strategies to promote both ecological conservation and societal wellbeing. Full article
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18 pages, 24615 KiB  
Article
Perceptual-Preference-Based Touring Routes in Xishu Gardens Using Panoramic Digital-Twin Modeling
by Xueqian Gong, Zhanyuan Zhu, Li Guo, Yong Zhong, Deshun Zhang, Jing Li, Manqin Yao, Wei Yong, Mengjia Li and Yujie Huang
Land 2025, 14(5), 932; https://doi.org/10.3390/land14050932 - 25 Apr 2025
Viewed by 555
Abstract
Xishu Gardens, an exemplary narrative of classical Chinese gardens, faces challenges in preserving its commemorative spatial structures while accommodating modern visitors’ needs. While trajectory analysis is critical, existing studies struggle to interpret multi-dimensional perception-preference data owing to spatiotemporal mismatches in multi-source datasets. This [...] Read more.
Xishu Gardens, an exemplary narrative of classical Chinese gardens, faces challenges in preserving its commemorative spatial structures while accommodating modern visitors’ needs. While trajectory analysis is critical, existing studies struggle to interpret multi-dimensional perception-preference data owing to spatiotemporal mismatches in multi-source datasets. This study adopted an improved Ward–K-medoids hybrid clustering algorithm to analyze 885 trajectory samples and 34,384 synchronized data points capturing emotional valence, cognitive evaluations, and dwell time behaviors via panoramic digital twins across three heritage sites (Du Fu Thatched Cottage, San Su Shrine, and Wangjiang Tower Park). Our key findings include the following: (1) Axial bimodal patterns: Type I high-frequency looping paths (27.6–68.9% recurrence) drive deep exploration, in contrast to Type II linear routes (≤0.5% recurrence), which enable intensive node coverage. (2) Layout-perception dynamics: single-axis layouts maximize behavioral engagement (DFTC), free-form designs achieve optimal emotional-cognitive integration (WTP), and multi-axis systems amplify emotional-cognitive fluctuations (SSS). (3) Spatial preference hierarchy: entrance and waterfront zones demonstrate dwell times 20% longer than site averages. Accordingly, the proposed model synchronizes Type II peak-hour throughput with Type I off-peak experiential depth using dynamic path allocation algorithms. This study underscores the strong spatial guidance mechanisms of Xishu Gardens, supporting tourism management and heritage conservation. Full article
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20 pages, 3841 KiB  
Article
The Economic Effect of Parks and Community-Managed Open Spaces on Residential House Prices in Baltimore, MD
by Sherry Russell and Byoung-Suk Kweon
Land 2025, 14(3), 483; https://doi.org/10.3390/land14030483 - 26 Feb 2025
Viewed by 694
Abstract
Urban greenspaces, such as parks and other public vegetated spaces, provide respite from the built environment for residents and visitors. Lesser-known urban greenspaces are community-managed open spaces (CMOSs), such as play lots, community gardens, and memorial gardens. This study investigated the effect of [...] Read more.
Urban greenspaces, such as parks and other public vegetated spaces, provide respite from the built environment for residents and visitors. Lesser-known urban greenspaces are community-managed open spaces (CMOSs), such as play lots, community gardens, and memorial gardens. This study investigated the effect of the distance to and size of parks and CMOSs on residential house prices in Baltimore, MD, in 2016–2017 using a hedonic price model. This is the first study of an urban city comparing parks and CMOSs. The study included 21,116 houses sold and revealed that park proximate price premiums ranged from 7.73% to 11.01% for distances of up to a 1/2 mile, and the CMOS proximate price premiums were 8.69% and 8.96% for distances of up to 1/8 and 1/4 miles, respectively. Moreover, both parks and CMOSs revealed a buyer preference of a 1/8 to 1/2 mile distance from these urban greenspaces. Small- to medium-sized parks, less than 9.65 acres, increased house prices by approximately 2.36%, and small CMOSs, less than 0.24 acres, increased house prices by 5.93%. These results confirm that parks and CMOSs provide economic benefits in addition to their social, health, and well-being benefits and suggest that CMOSs are a viable economic development strategy for communities. Full article
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33 pages, 7323 KiB  
Article
The Effect of Service Quality and Heritage Tourism on Tourist Loyalty: The Case of Borobudur Temple
by Gatot Sasongko, Daniel Daud Kameo, Virgiana Nugransih Siwi, Yustinus Wahyudi and Andrian Dolfriandra Huruta
Heritage 2025, 8(2), 77; https://doi.org/10.3390/heritage8020077 - 15 Feb 2025
Cited by 1 | Viewed by 2085
Abstract
UNESCO designated Borobudur as a World Heritage Site (WHS), a tourist and cultural destination capable of increasing visitor demand. However, the number of international tourists visiting the Borobudur Temple Park is still considered low compared to similar destinations in other countries, such as [...] Read more.
UNESCO designated Borobudur as a World Heritage Site (WHS), a tourist and cultural destination capable of increasing visitor demand. However, the number of international tourists visiting the Borobudur Temple Park is still considered low compared to similar destinations in other countries, such as Angkor Wat in Cambodia. This study aims to identify the determinants of visitor loyalty to Borobudur through consumer preferences, as indicated by service quality and heritage tourism variables. This research employs the reflective measurement model. We conducted this study at the Borobudur Temple tourist site. We used a non-probability sampling technique, specifically accidental sampling, with 248 domestic and foreign tourists visiting Borobudur. The results indicate that price and responsiveness have a positive effect on satisfaction, as well as on loyalty. While communication significantly influences satisfaction, tangibles have a significant impact on loyalty. Furthermore, research has proven that tourist satisfaction positively influences tourist loyalty. The conclusion of this study is that tourists’ high loyalty to Borobudur indicates that individual experiences with service quality and price are important factors influencing travel characteristics and destination loyalty. Full article
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28 pages, 7530 KiB  
Article
Understanding Factors Affecting the Use of Urban Parks Through the Lens of Ecosystem Services and Blue–Green Infrastructure: The Case of Gorky Park, Moscow, Russia
by Diana Dushkova, Mina Taherkhani, Anastasia Konstantinova, Viacheslav I. Vasenev and Elvira A. Dovletyarova
Land 2025, 14(2), 237; https://doi.org/10.3390/land14020237 - 23 Jan 2025
Viewed by 1905
Abstract
As a core and long-established part of urban blue–green infrastructure (BGI), public parks play a significant role in the sustainable development of cities. In particular, they make a major contribution to maintaining healthy ecosystems and providing multiple benefits that support human health and [...] Read more.
As a core and long-established part of urban blue–green infrastructure (BGI), public parks play a significant role in the sustainable development of cities. In particular, they make a major contribution to maintaining healthy ecosystems and providing multiple benefits that support human health and quality of life as a kind of nature-based solution (NBS). Still, planning, design, and management of public parks mostly rely on official standards and technical guidelines, whereas societal perspectives and the use of the ecosystem services (ES) approach (and cultural ecosystem services (CES) in particular) remain inadequately integrated. By assessing CES offered by Gorky Park in Moscow (Russia), the paper aims to bridge this gap and investigate the flow of CES and its relation to park infrastructure and the visitors’ needs. For this purpose, non-participant observation, field notes, and photographs were used in different functional park zones. By investigating visitor activities and factors affecting them, a variety of CES provided by the park have been detected. As aligned with its original idea, the park was mostly used for recreation, leisure, sports, and socializing. Moreover, the CES related to aesthetic, educational, and cultural heritage values were also partially utilized. The park was mostly attractive to the younger generation (the highest number of visitors), whereas visitors over 60 years old were hardly represented. Notably, men were more interested in sports (especially, team sports), whereas women mostly preferred walking (alone, with family, and with friends), relaxation, playing and spending time with children, picnicking, etc., which indicated certain preferences for CES among the park visitors. An interdependent relationship between the CES supply and the park infrastructure was found: the more infrastructural components were identified, the greater variety of park activities and corresponding CES were detected at certain observation points, which could ultimately lead to overcrowding and overutilization of the ES capacity. Given that the Moscow government claims integrating ES into the planning and management of urban BGI as one of the priorities in the city’s environmental policies, the related recommendations are provided. They address the recent challenges of creating integrated BGI, increasing demand for multifunctionality, and the conflicting interests of different visitor groups to maximize the benefits and diversity of CES delivered by the park. Full article
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28 pages, 19521 KiB  
Article
Sustainable Management of an Urban Green Space in a Papua New Guinean City: Accessibility, Use and Preferences
by Eugene Ejike Ezebilo
Urban Sci. 2024, 8(4), 243; https://doi.org/10.3390/urbansci8040243 - 4 Dec 2024
Viewed by 1180
Abstract
Urban green spaces provide recreation opportunities that contribute to physical wellbeing, health, and social wellbeing. However, managing green spaces to promote access and use for recreation and at the same time meet the preferences of visitors is often challenging, especially in developing countries. [...] Read more.
Urban green spaces provide recreation opportunities that contribute to physical wellbeing, health, and social wellbeing. However, managing green spaces to promote access and use for recreation and at the same time meet the preferences of visitors is often challenging, especially in developing countries. Using Port Moresby Nature Park (PMNP) in Papua New Guinea as a case study, the objective of this study was to examine visitors’ perceptions of how to manage the park to improve its use for recreation, perceptions of acceptable user fees and preferences for nature types and recreation amenity alternatives. Data were obtained using interviews with 295 visitors to PMNP, of which 291 responses was valid for this study. The data were analysed using descriptive statistics and a multinomial logit regression marginal effect model. The results showed that PMNP can be improved by constructing more toilets, providing more benches at strategic positions, providing water fountains, expanding the children’s playgrounds and training more PMNP staff in customer care. A picnic area was the most preferred and an area containing the Papuan hornbill was the least preferred. On average, the visitors would pay 35% more than the park user fee. A recreation amenity associated with reptiles and birds of paradise was the most preferred and an amenity with only reptiles was the least preferred. Multinomial logit regression model results revealed that preferences for recreation amenity alternatives were influenced by demographic characteristics, the nature type visited, recreation activities, the level of the park user fee, and the time spent at and distance of the interviewees’ dwelling to PMNP. The most important explanatory variables associated with the choice of each of the recreation amenities as reflected by marginal effects include the use of a children’s playground for recreation, grilling and partying during recreation, engagement in walking in natural areas during recreation, the use of animal-dominated areas during recreation and the use of picnic areas during recreation. These findings will assist park managers in making informed decisions by considering visitors’ preferences, the affordability of the park user fee and how to improve an urban green space in a sustainable manner. Full article
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13 pages, 3639 KiB  
Article
Landscape Perception in Cultural and Creative Industrial Parks: Integrating User-Generated Content (UGC) and Electrodermal Activity Insights
by Xuefei Wang, Baoyao Zhu, Zhiqi Chen, Dawei Ma, Chuanhao Sun, Mo Wang and Xing Jiang
Sustainability 2024, 16(21), 9228; https://doi.org/10.3390/su16219228 - 24 Oct 2024
Cited by 3 | Viewed by 1688
Abstract
As economic growth and societal shifts reshape urban environments, cultural and creative industrial parks are emerging as vital contributors to sustainable urban development. The design of these landscapes plays a pivotal role in enhancing user satisfaction, increasing spatial attractiveness, and promoting eco-friendly urban [...] Read more.
As economic growth and societal shifts reshape urban environments, cultural and creative industrial parks are emerging as vital contributors to sustainable urban development. The design of these landscapes plays a pivotal role in enhancing user satisfaction, increasing spatial attractiveness, and promoting eco-friendly urban practices. This study examines visitor landscape perception preferences in the Textile and Garment Cultural and Creative Industrial Park, located in Haizhu District, Guangzhou, through a novel methodology combining user-generated content (UGC), deep learning models, outdoor electrodermal activity (EDA) measurements, and questionnaire surveys. The UGC-based landscape recognition model achieved an accuracy of 86.8% and was validated against user preferences captured through questionnaires. Results demonstrate that visitors prefer areas featuring cultural landmarks and natural elements, while spaces dominated by human activity and transportation infrastructure are less favored. Key landscape elements, such as signage, thematic sculptures, brand logos, and trees, were identified as highly preferred features within the park. While EDA experiments revealed significant variations in physiological responses across different spatial settings, no strong correlation was observed between EDA indicators and subjective questionnaire scores. This integrative approach enables a comprehensive, objective assessment of landscape perception, providing a data-driven, user-centered framework for improving landscape design in cultural and creative industrial parks. Full article
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23 pages, 7661 KiB  
Article
Transformation of Modern Urban Park Based on User’s Spatial Perceived Preferences: A Case Study of Kowloon Walled City Park in Hong Kong
by Shuyi Di, Zimeng Chen, Zhipeng Ren, Tianyi Ding, Zheng Zhao, Yilei Hou and Zejin Chen
Forests 2024, 15(9), 1637; https://doi.org/10.3390/f15091637 - 16 Sep 2024
Cited by 3 | Viewed by 2820
Abstract
Urban parks enhance residents’ quality of life and health by fostering a harmonious relationship between people and nature, so effective park design needs to prioritize ecological protection, sustainable landscapes, and practical spatial structures to achieve these benefits. This study takes the typical case [...] Read more.
Urban parks enhance residents’ quality of life and health by fostering a harmonious relationship between people and nature, so effective park design needs to prioritize ecological protection, sustainable landscapes, and practical spatial structures to achieve these benefits. This study takes the typical case of urban park renovation and reconstruction—Kowloon Walled City Park—as an example to conduct research and divides the interior of the park into four types of areas: contemporary built-up area; historical relic area; natural–folk custom area; and ecological conservation area. Based on 405 valid questionnaire data for respondents, this study conducts empirical research using a combination of the Semantic Differential (SD) method, Importance Performance Analysis (IPA) model, and unordered multivariate logit choice model, comprehensively describes and analyzes individual spatial perception and preferences, and further discusses the potential factors affecting individual perception preferences. The results show that there are differences in many characteristics between different areas in Kowloon Walled City Park. At the same time, people generally prefer park areas that integrate modern and traditional elements, natural and cultural environments, and pay attention to the balance between naturalness and sociality in park design. These results provide useful information for planners, developers, and others, as well as data for designing urban park construction with higher practical value and natural benefits. Full article
(This article belongs to the Section Urban Forestry)
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25 pages, 15884 KiB  
Article
Evaluating Visitor Usage and Safety Perception Experiences in National Forest Parks
by Jing Zhao, Faziawati Abdul Aziz, Menglin Song, Hui Zhang, Norsidah Ujang, Yi Xiao and Ziyi Cheng
Land 2024, 13(9), 1341; https://doi.org/10.3390/land13091341 - 23 Aug 2024
Cited by 6 | Viewed by 2149
Abstract
Various physical and environmental factors affect the recreational experience in national forest parks. Understanding visitors’ preferences regarding these factors is significant for promoting the physical and mental health and well-being of urban residents. This study aims to quantify residents’ usage patterns and safety [...] Read more.
Various physical and environmental factors affect the recreational experience in national forest parks. Understanding visitors’ preferences regarding these factors is significant for promoting the physical and mental health and well-being of urban residents. This study aims to quantify residents’ usage patterns and safety perceptions of national forest parks. It focuses particularly on Santai Mountain National Forest Park in Jiangsu, China, and conducted a semi-structured questionnaire survey with 688 participants. The statistical software IBM SPSS Statistics 24 was used for data analysis. A descriptive quantitative analysis was conducted on the respondents’ demographic information. Descriptive statistics, chi-square tests, and an ordinal logistic regression model were employed to analyze the survey data. The survey results show that most visitors go to the forest park only once or twice a year, usually on weekends, holidays, and during leisure time rather than on workdays. Because the national forest park is located in the suburbs, the journey is long, and most visitors choose to drive there. Additionally, the majority of visitors go to the forest park with family and friends. Because the park is well managed and has complete safety facilities, most visitors feel safe in the national forest park. Full article
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28 pages, 6438 KiB  
Article
Your Favourite Park Is Not My Favourite Park: A Participatory Geographic Information System Approach to Improving Urban Green and Blue Spaces—A Case Study in Edinburgh, Scotland
by Charlotte Wendelboe-Nelson, Yiyun Wang, Simon Bell, Craig W. McDougall and Catharine Ward Thompson
Land 2024, 13(3), 395; https://doi.org/10.3390/land13030395 - 20 Mar 2024
Cited by 3 | Viewed by 3341
Abstract
Access to urban green and blue spaces (UGBSs) has been associated with positive effects on health and wellbeing; however, the past decades have seen a decline in quality and user satisfaction with UGBSs. This reflects the mounting challenges that many UK cities face [...] Read more.
Access to urban green and blue spaces (UGBSs) has been associated with positive effects on health and wellbeing; however, the past decades have seen a decline in quality and user satisfaction with UGBSs. This reflects the mounting challenges that many UK cities face in providing appropriate public facilities, alongside issues such as health inequalities, an ageing population, climate change, and loss of biodiversity. At present, little is known about the preferences of different population subgroups and, specifically, the UGBSs they visit and the spaces they avoid. Using a public participatory geographic information system (PPGIS), the overall aim of the research presented here was to investigate the preferences of different population subgroups in urban areas, and the UGBSs they visit, using Edinburgh, Scotland as a case study. We created a baseline visitor demographic profile for UGBS use, and highlighted how visitors perceive, physically access, use, and engage with UGBSs. The results revealed considerable variation in UGBS preference: one person’s favourite UGBS may be one that someone else dislikes and avoids. It is clear that adapting UGBSs to suit local communities should not be a ‘one-size-fits-all’ approach. The conflicting views and preferences of different groups of respondents point to the importance of developing policies and park management plans that can accommodate a variety of uses and experiential qualities within individual parks. PPGIS approaches, such as those utilised in this study, offer opportunities to address this issue and provide evidence to increase equitable UGBS usage. Full article
(This article belongs to the Special Issue Managing Urban Green Infrastructure and Ecosystem Services)
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19 pages, 7876 KiB  
Article
The Structure of Beauty: Informal Green Spaces in Their Users’ Eyes
by Beata Joanna Gawryszewska, Maciej Łepkowski, Łukasz Pietrych, Anna Wilczyńska and Piotr Archiciński
Sustainability 2024, 16(4), 1619; https://doi.org/10.3390/su16041619 - 15 Feb 2024
Cited by 7 | Viewed by 2152
Abstract
Informal Green Spaces (IGS) in towns and cities are areas of varied appearance, representing a wide range of aesthetic values. In this study, we have focused on how users perceive such space and which elements match some particular values. Based on the analysis [...] Read more.
Informal Green Spaces (IGS) in towns and cities are areas of varied appearance, representing a wide range of aesthetic values. In this study, we have focused on how users perceive such space and which elements match some particular values. Based on the analysis of photographic images taken by chosen IGS visitors, the technique called Visitor-Employed Photography (VEP), we elicited three primary groups of IGS images, namely landscape, scenery, and special elements. It is possible to define several visual structures in each category, with highly preferable spatial fragments and particular attributes. They are aesthetic prototypes, centers of aesthetic preferences among users of informal green areas. Recognizing proximity to the preference core allows us to define the preferred IGS landscape aesthetics. Based on the data collected, we have concluded that IGS users prefer vast grass areas, dense groups of trees and shrubs, water, and the absence of anthropogenic elements. Full article
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22 pages, 13225 KiB  
Article
Mining Social Media Data to Capture Urban Park Visitors’ Perception of Cultural Ecosystem Services and Landscape Factors
by Yaxin Chen, Chuanchun Hong, Yifan Yang, Jiaxin Li, Yu Wang, Tianyu Zheng, Yinke Zhang and Feng Shao
Forests 2024, 15(1), 213; https://doi.org/10.3390/f15010213 - 21 Jan 2024
Cited by 11 | Viewed by 3927
Abstract
Urban parks not only enhance urban ecology but also play a crucial role in providing cultural ecosystem services (CESs) for the well-being of urban residents. Both artificial and natural landscape factors within parks contribute significantly to the supply of cultural ecosystem services. To [...] Read more.
Urban parks not only enhance urban ecology but also play a crucial role in providing cultural ecosystem services (CESs) for the well-being of urban residents. Both artificial and natural landscape factors within parks contribute significantly to the supply of cultural ecosystem services. To explore public perceptions of landscape factors and CESs, this study focused on 25 urban parks in Hangzhou. Social media data uploaded by park visitors from 2018 to 2023 were collected to establish a corresponding CES indicator framework. Combining computer vision with text mining, we assessed the preferences and correlations between visitor-perceived CESs and park landscape factors. The results indicated that the majority of park visitors perceive CESs (80.00%) with overall satisfaction higher than importance. Among them, aesthetic experiences and recreation showed both high satisfaction and importance. In shared social media photos, arbors (19.01%), herbaceous flowers (8.99%), and groves (8.22%) were frequently presented as landscape factors. The study revealed close correlations between user gender, landscape factors, and perceived CES categories, with females contributing more to the perception of both. There were internal correlations within CES categories, with spiritual services, aesthetic experiences, and recreation showing the most significant associations. Different landscape factors impacted CES categories to varying degrees, and biological landscapes formed by plant and animal factors were considered to provide more CESs. These findings are significant for enhancing the quality of ecological services and biodiversity in parks. Full article
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16 pages, 4236 KiB  
Article
Did COVID-19 Reshape Visitor Preferences in Urban Parks? Investigating Influences on Sentiments in Shanghai, China
by Siqi Lai, Yifan Zhu and Brian Deal
Sustainability 2023, 15(23), 16396; https://doi.org/10.3390/su152316396 - 28 Nov 2023
Cited by 5 | Viewed by 1854
Abstract
Urban parks can be critical components of city landscapes. In the wake of COVID-19, understanding the role of urban parks in helping to elicit positive sentiment and improve the overall well-being of visitors has gained new traction in the literature. This research distinctively [...] Read more.
Urban parks can be critical components of city landscapes. In the wake of COVID-19, understanding the role of urban parks in helping to elicit positive sentiment and improve the overall well-being of visitors has gained new traction in the literature. This research distinctively investigates whether the COVID-19 pandemic altered preferences regarding urban parks and identifies the key landscape attributes and environmental factors that influenced positive visitor sentiment, thereby addressing a critical gap in understanding the evolving dynamics of urban green spaces in the post-pandemic era. We use a mixed methods approach that includes natural language processing techniques to analyze crowd sourced data across more than 100 urban parks in Shanghai, China. Not surprisingly, our results highlight a post-pandemic rise in preferences for neighborhood parks and features typically associated with neighborhood parks, such as walking accessibility and surrounding residential densities. In addition, we found six park features, the presence of grasslands, water bodies, walking paths, and proximity to shopping facilities, significantly impacted the ways in which people perceived their park experience. These insights can guide urban park planning, design, and management in our evolving post-pandemic landscape to help ensure that urban parks continue to serve as essential urban spaces. Full article
(This article belongs to the Special Issue Design for Behavioural Change, Health, Wellbeing, and Sustainability)
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