Search Results (243)

Against the backdrop of expanding digital dissemination and experiential transformation in cultural heritage, visitors’ visual attention and symbolic choices increasingly shape heritage cognition and value transmission. Taking the Yellow Crane Tower as a case study, this research constructs a cultural symbol recognition dataset based on visitor-shared social media images and develops an enhanced ResNet-50 model for multi-label analysis. By integrating attention mechanisms and regularisation strategies, the model improves its capacity to capture complex cultural imagery, achieving a macro F1 score of 72.70% and a micro F1 score of 81.05% on the test set, indicating strong generalisation performance. The results reveal a significant imbalance in visual preferences: landmark symbols centred on the main architectural structure dominate at 32.95%, whereas culturally informative elements such as signage, cultural products, and interpretive facilities each account for less than 5%. Tag co-occurrence analysis further identifies three image production patterns: commemorative presentation, contextual documentation, and detail-oriented cultural photography reflecting different levels of heritage perception. Rather than directly proposing prescriptive strategies, the findings provide an empirical basis for informing future interventions aimed at shifting from landmark-focused viewing to deeper cultural perception. In this way, the study contributes to heritage display optimisation and research on visitor visual behaviour. Full article

Brownfield-transformed urban parks, particularly those derived from industrial heritage, play a critical role in both cultural preservation and public-space provision. However, existing studies often rely on linear models and general urban contexts, limiting their ability to capture nonlinear, interaction-driven perception and translate analytical results into design-oriented insights. To address this gap, this study develops an interpretable data-driven framework integrating NLP (natural language processing) with explainable machine learning. Using social media reviews from Shougang Park in Beijing, built environmental elements are identified and structured into four dimensions—Accessibility, Safety, Comfort, and Enjoyment. An XGBoost model combined with SHAP analysis is employed to examine variable importance, nonlinear relationships, and interaction effects. The results reveal that visitor satisfaction is governed by heterogeneous and nonlinear relationships rather than independent additive effects. Several variables exhibit threshold-like, diminishing, and inverted-U-shaped patterns, indicating sensitivity to intensity ranges. More importantly, spatial perception emerges from the nonlinear coupling of multiple elements, forming four representative interaction types: compensatory, inverted-U-shaped, context-dependent, and threshold-like relationships. Key interactions are concentrated around industrial landscape, leisure activities, and supporting facilities. Building on these findings, the study translates interactions into design-oriented strategies, emphasizing synergistic configuration, functional balance, moderated development intensity, and context- sensitive programming. By linking interpretable machine learning with spatial design, this research advances an interaction-oriented paradigm and provides a transferable framework for satisfaction-informed evaluation and optimization of brownfields. Full article

The ongoing rise in temperatures due to climate change is one of the most critical considerations in the design of outdoor recreational spaces. Thermal conditions can affect people’s visitation patterns, satisfaction, health and well-being. In many developing countries, including Jordan, rapid urbanisation often occurs without sufficient planning for public outdoor spaces, thereby diminishing their quality. This study is the first to investigate the effects of temperature on visitor patterns and user satisfaction in Jordanian urban parks. A mixed-methods approach was employed, combining continuous measurements of outdoor temperature (Ta) and relative humidity (Rh) with a survey assessing users’ thermal sensation, satisfaction, and preferences across six urban parks in Amman, Jordan. Data were collected from 718 respondents in summer 2025. Visitation records for the surveyed parks were also obtained from local authorities for the monitored period. The results show that the mean Ta exceeded 30 °C in all surveyed parks during the monitoring period, with peak readings exceeding 41 °C. This resulted in a warm-to-hot thermal sensation among participants, with many preferring cooler conditions. A significant inverse relationship between temperature and park visitation rates (R² = 0.67, p = 0.001) was observed, with a 1 °C increase in outdoor temperature associated with approximately a 2.03 visitor decrease. Participants’ satisfaction was higher in parks with adequate amenities, such as shading, disability access, and green zones, than in parks with fewer amenities (p = 0.01, d = 0.63). The most reported areas for improvement included facilities, shaded seating areas, and perceived safety. The findings highlight the importance of considering outdoor thermal conditions when designing urban parks, as they shape public outdoor activity patterns, particularly in hot climates. Full article

This study presents a comprehensive regional analysis of the COVID-19 pandemic’s impact on tourism in Slovakia during 2018–2024, employing rigorous statistical methods to quantify sectoral transformations. Based on extensive data on visitor arrivals, revenues, and accommodation facility utilisation across eight NUTS III regions, the analysis identifies four distinct regional tourism clusters characterised by differentiated recovery trajectories. Paired t-tests confirmed statistically significant changes in international tourist arrival indices across seven regions (p < 0.05), validating fundamental structural reorientation in tourism demand. The findings reveal pronounced heterogeneity in recovery patterns: while the Bratislava Region and the Žilina Region achieved substantial revenue growth (46.04% and 146.54%, respectively), domestically oriented regions (Banská Bystrica, Košice, Nitra, Prešov, and Trenčín) demonstrated minimal recovery (8.19% aggregate growth). Critical findings include the persistence of passive tourism dominance (94.09% of national revenues), declining international competitiveness from traditional Western European source markets, and compensatory expansion from emerging markets (USA +398.73%, Oman +234.68%, and Poland +226.55%). The ANOVA analysis revealed no statistically significant differences between regional indices in 2024 (p = 0.362), indicating market stabilisation despite differentiated trajectories. The study emphasises the necessity of regionally calibrated sustainable strategic interventions to diversify experiential tourism, activate the domestic market, and enhance technological infrastructure to build sectoral resilience against future exogenous shocks. Full article

Over the past 20 years, trends in the construction or renovation of football stadiums have undergone rapid transformation. Simple sports venues are constantly evolving into multifunctional facilities and play a decisive role in shaping cities’ image. To date, significant emphasis has been placed on developing stadiums as venues for sporting events, with a focus on supply-side perspectives, particularly in relation to design, marketing, and sustainability. However, we know relatively little about how the direct consumers of this product, the visitors to these facilities, experience and perceive these infrastructures, especially outside of match days. This paper follows a framework for researching this perspective, focusing on the services provided as key points of interest in stadium tourism, and on the written reactions on social networks. This framework is implemented by employing a set of well-known single-word themes, matching each review to these themes, and finally measuring the sentiment of the collected short texts as an implicit indicator of sentiment on the studied themes. Its realization is based on natural language processing, semantic similarity analysis, and sentiment evaluation to identify dominant themes, recurring lexical patterns, and emotional tones in visitor comments. The study concerns thirteen major European stadiums and reviews posted on Google and TripAdvisor. The research findings highlight the themes that shape a unique tourist experience, capturing tourist interests in stadium tourism in the post-COVID-19 era. Finally, the individual evaluation of the themes provides practical and clear tools for stadium managers, tourism operators, destination managers and legislators who seek to maximize visitor engagement and multiply the overall socio-economic value of these iconic infrastructures for the benefit of the wider urban environment that hosts them. Full article

Historic linear corridors in living-heritage settings concentrate identity, everyday mobility, and visitor experience. Balancing authenticity, adaptability, and publicness therefore benefits from evidence that jointly characterizes long-term physical change, network accessibility, and eye-level interface conditions. Existing assessments often focus on façades or single time slices, leaving limited evidence that relates decades of built-fabric reconfiguration (changes in building footprints, street edges, and open-space fragmentation) to multi-scale accessibility and pedestrian-facing qualities. We propose an integrated and interpretable workflow for the Beishan Street corridor in the West Lake World Heritage core (Hangzhou) over 1929–2024. Scale-sensitive morphological metrics, multi-radius network measures (integration and centrality), and street-view semantic segmentation are aligned at corridor-segment resolution and examined together with segment-level functional intensity derived from POIs using transparent linear models. The results indicate a long-term shift from a lakeshore-led to a road-led spatial logic, followed by post-2000 stabilization near saturation. Average integration increases, while the high-integration tail becomes thinner. In connector-removal scenarios, the eastern segment shows a relative accessibility decline, and a central hinge node emerges as a vulnerability hotspot (bottleneck) where through-movement concentrates. Eye-level profiles differ by segment: the west exhibits maximal canopy and lower sky visibility, the center shows stronger continuous walls around compounds with intermittent forecourt openings, and the east is characterized by compact residential heritage frontage with low vegetation. Segment-level associations suggest that address and wayfinding density tends to co-occur with clearer frontages, wider sky cones, and stronger tree cover. Transportation-related and access/passage facilities tend to co-occur with higher ground-plane legibility, measured as wider and more continuous road and sidewalk surfaces. Medical and government clusters tend to co-occur with lower sky openness. Recommended actions include the following: (1) mesh-aware protection of key connectors and the hinge, (2) segment-specific targets for façade share and ground cues with planned punctuations, (3) tailored interface standards for institutional clusters, (4) scalable address and wayfinding systems, and (5) event staging that preserves effective roadway and sidewalk capacity. Full article

Globally, ecomuseums, as examples of integrated museums, have prioritised local community participation as well as the promotion of cultural heritage and territoriality in the field of ecotourism since the 1970s. However, in Ghana, ecomuseums are a less explored extended activity at ecotourism sites. Preliminary research at the Bomfobiri Wildlife Sanctuary in the Ashanti Region of Ghana revealed that there is less patronage of the ecotourism facility due to the absence of extended activities targeted at visitor engagement and experience. This convergent parallel mixed methods study rooted in phenomenology and descriptive survey design investigated the possibility of establishing an ecomuseum at the sanctuary. The study found that the establishment of an ecomuseum facility would promote Kumawu’s cultural heritage. Also, it would enhance visitor engagement, promote local community ownership, increase revenue generation, and lead to the conservation of nature. The study contends that the establishment of an ecomuseum would lead to greater patronage of Ghana’s Protected Areas while creating job avenues, especially for forest-fringe communities. The study proposes an investment into the establishment of locally specific extended activities in the various nature reserves, zoological parks, and gardens, as well as wildlife sanctuaries in the country, to enhance ecotourism development in Ghana. Full article

Country parks are an important instrument for implementing China’s strategies on ecological civilization and integrated urban–rural development. This study conducted field surveys in seven country parks of Shanghai. Meanwhile, stakeholder seminars were organized with local residents and park authorities. To assess visitor satisfaction, a questionnaire survey was administered both on-site and online. Through case analysis and a policy review, this study systematically identifies key challenges in leveraging country parks for rural revitalization. The findings indicate that visitors highly value the ecological qualities of the parks, and basic infrastructure like roads and resting facilities generally meets expectations. However, shuttle services and smart guiding systems remain notable shortcomings that hinder the overall visitor experience. Moreover, gaps in service quality, local cultural representation, and the depth of nature education constitute the primary weaknesses affecting visitor satisfaction. Regarding rural revitalization, this study identifies four main limitations in the contribution of country parks: (1) Inadequate functional positioning and weak integration with surrounding resources; (2) Low land use efficiency and an unbalanced provision of supporting facilities; (3) Homogenized industrial formats with limited innovation and integration capacity; and (4) Restricted participation of local farmers and underdeveloped multi-stakeholder governance mechanisms. To address these issues, this study proposes four strategic recommendations: (1) Develop distinctive local brands and strengthen synergies with surrounding resources; (2) Promote mixed land use and enhance supporting service facilities; (3) Foster diversified business formats and facilitate the value realization of ecological products; and (4) Expand income-generation channels for farmers and improve multi-stakeholder governance frameworks. The research demonstrates that optimizing the functions of country parks can improve ecological and recreational services and help establish an integrated “ecology–industry–community” framework through industrial chain extension and community participation, thereby supporting rural revitalization. Full article

In historic and cultural districts characterized by the coexistence of residential and commercial functions, street spaces play a pivotal role in shaping urban cultural continuity and local identity. They simultaneously support the daily lives and emotional attachment of residents while accommodating the tourism activities of visitors. Despite this dual significance, the distinct functional and experiential expectations of residents and tourists have resulted in multidimensional perceptual differences, which have not been sufficiently addressed in previous studies yet are crucial for enhancing street space quality. Using the Sajinqiao Historic and Cultural District in Xi’an, China, as a case study, this research develops a perceptual evaluation system for street spaces and applies an enhanced IPA-KANO model to examine variations in explicit importance, attribute performance, and implicit importance between residents and tourists. Findings indicate that residents attach greater importance to religious sites, community facilities, and cultural belonging, whereas tourists prioritize transport accessibility, iconic architecture, and commercial vibrancy. Both groups expressed relatively low satisfaction with several key cultural experience elements. Based on these results, this study proposes targeted optimization strategies for elements identified as highly important yet underperforming, providing a practical framework for balancing heritage conservation with contemporary tourism development in such integrated urban environments. Full article

With the acceleration of global urbanisation, the pace of evolution in urban waterfront areas has intensified, consequently hastening the renewal rate of their constituent public spaces. Compared to the macro-level planning and regulation of traditional port and coastal waterfronts, balancing the historical preservation of urban heritage waterfront public spaces with contemporary demands has emerged as a critical issue in urban regeneration. This study examines the historical waterfront area of the Xiaoqinhuai River in Yangzhou, establishing a public space perception evaluation framework encompassing five dimensions: spatial structure, landscape elements, environmental perception, socio-cultural context, and facility systems. This framework comprises 33 secondary indicators. The perception assessment system was developed through a literature review, field research, and expert interviews, refined using the Delphi method, and weighted via the Analytic Hierarchy Process (AHP). Finally, cloud modelling was employed to evaluate perceptions among residents and visitors. Findings indicate that spatial structure and socio-cultural dimensions received high perception ratings, highlighting historical layout and cultural identity as strengths of the Xiaoqinhuai Riverfront public space, while significant shortcomings were noted in terms of landscape elements, environmental perception, and facilities. These deficiencies manifest primarily in limited vegetation diversity, inadequate hard paving and surface materials, insufficient landscape node design, poor thermal comfort, suboptimal air quality and olfactory perception, uncomfortable resting facilities, limited activity diversity, and inadequate slip-resistant surfaces. Further analysis reveals perceptual differences between residents and visitors: the former prioritise daily living needs, while the latter emphasise cultural experiences and recreational facilities. Based on these findings, this paper proposes targeted optimisation strategies emphasising the continuity of historical context and enhancement of spatial inclusivity. It recommends improving public space quality through multi-dimensional measures including environmental perception enhancement, landscape system restructuring, and the tiered provision of facilities. This research offers an actionable theoretical framework and practical pathway for the protective renewal, public space reconstruction, and optimisation of contemporary urban historic waterfront areas, demonstrating broad transferability and applicability. Full article

This study investigated the interrelationships among Lifestyles of Health and Sustainability (LOHASs), recreational benefits, and environmentally responsible behaviors (ERBs) of visitors to the Xitou Forest Recreation Area in Taiwan and estimated the conservation value of its forest recreation resources using the contingent valuation method. The structural equation modeling analysis supported six of eight hypotheses. Three LOHAS factors (environmental awareness, internal health, and external health) indirectly promoted ERB through recreational benefits, including environmental education, psychological, physiological, and social benefits. Higher income, stronger perceived recreational benefits, and recognition of ecological or facility value significantly increased visitors’ willingness to pay (WTP). Among the three identified lifestyle clusters, the health-conscious LOHAS group consistently exhibited the highest WTP at NTD$263, with a confidence interval of NTD$255–271, surpassing both the eco-friendly group (NTD$193–209) and socially engaged group (NTD$184–200), demonstrating a stronger commitment to ecological and environmental protection and recreational facility maintenance. Forest recreation managers can target different LOHAS segments and emphasize the holistic benefits of forest recreation. Implementing flexible pricing alongside environmental education can increase WTP, supporting sustainable conservation funding and improved visitor experiences. Full article

Urban residents and especially children have limited contact with nature and are not sufficiently informed about the main problems of its protection and preservation. One of the aspects of increasing the environmental awareness of urban children is to familiarize them with the specifics of agricultural production. A significant problem in organizing agricultural-themed children’s gaming complexes is the creation of an appropriate infrastructure for exhibiting natural and agricultural processes and servicing visitors. One of the possible solutions to this problem is the use of used sea containers for facilities of educational and gaming infrastructure. An important characteristic of such containers is the ability to use them both individually and in various quantitative and combinatorial ways, forming the buildings necessary for exhibiting and servicing. The use of combined container groups makes it possible to organize appropriate temporary or permanent educational and gaming complexes in free territories within cities or suburbs, bringing them as close to consumers as possible. The children’s educational and game complex with agricultural themes is a set of organizationally and spatially interconnected buildings and structures that ensure the display of agricultural production processes based on the active participation of visitors. Full article

Historic and cultural districts serve as important carriers of urban heritage, but increasing tourist flows have placed growing demands on the capacity of their tourism infrastructure. This study constructs a node-based evaluation framework to assess tourism infrastructure within such districts and applies it to three transport nodes in the Ciqikou Historic and Cultural District of Chongqing. Drawing on Lynch’s theory of spatial nodes and an analytic hierarchy process, the framework integrates field-based infrastructure observations with tourist perception data to generate objective node-level evaluations and to validate their consistency with visitor experience. The results reveal substantial differences in infrastructure performance across nodes, with transport accessibility, information services, and environmental hygiene emerging as key factors shaping satisfaction. The comparison of objective scores and tourist perceptions also highlights mismatches at specific nodes, underscoring the need to align facility provision with actual visitor experience. Based on these findings, the study proposes targeted improvement measures addressing transport connectivity, signage systems, basic service facilities, and public safety. The node-based approach offers a practical tool for diagnosing infrastructure gaps in historic cultural districts and provides empirical guidance for refined management and sustainable tourism development. Full article

The Gross Ecosystem Product (GEP) represents the total value of goods and services supplied by ecosystems, serving as a key indicator that connects ecological well-being with economic development and supports the achievement of sustainable development goals. This study selected Beijing’s Wild Duck Lake National Wetland Park as its research subject, establishing a GEP assessment system for two major services: regulating services and cultural services. By integrating market-based valuation approaches with social media data to support the assessment of cultural services, this study calculated the 2023 GEP of the wetland park. Finally, based on the social media data and the GEP accounting results, value enhancement strategies for Wild Duck Lake National Wetland Park were proposed. Key findings include: (1) The total GEP of Wild Duck Lake National Wetland Park reached 155.01 million CNY in 2023, with a per-unit-area value of 35.47 million CNY/km². (2) Among regulating services, climate regulation and water purification were the primary contributors, accounting for 66.10% and 11.76% of the total value, respectively. Cultural service value primarily derived from tourism and health preservation services. (3) Social media analysis showed that visitors valued the park’s natural landscapes while noting service and facility shortcomings, indicating a balanced assessment combining both positive and negative perceptions. (4) Based on GEP assessment and social perception analysis, this study provides pathways for realizing the ecosystem service value of Wild Duck Lake National Wetland Park from three aspects. The main contribution of this study lies in developing an integrated framework for GEP accounting and enhancement in national wetland parks, providing a scientific foundation for their sustainable development. Full article

Background/Objectives: Unpaid medical expenses incurred by foreign nationals represent a growing concern for healthcare systems amid increasing international mobility. Japan, which lacks mandatory public insurance coverage for non-resident visitors, faces particular vulnerability in terms of uncompensated hospital care. This study aims to identify factors contributing to unpaid medical charges among uninsured, non-resident foreign patients hospitalized at a tertiary care facility in Tokyo. Methods: This retrospective observational analysis was conducted using medical and administrative data from patients admitted between January 2023 and February 2025. Patients who received elective medical tourism care were excluded. Data on demographics, length of hospital stay, care intensity, payment status, and third-party financial assistance were analyzed. Logistic regression models were applied to assess predictors of nonpayment. Results: Among 153 eligible cases, 9 patients (5.9%) had outstanding hospital bills upon discharge. Compared with those with completed payments, the unpaid group experienced longer admissions, more intensive care utilization, and higher total charges. Notably, the absence of third-party financial support (primarily travel insurance) was significantly associated with unpaid charges. Multivariate analysis identified this factor as the main independent predictor (adjusted odds ratio [OR]: 0.12; 95% confidence interval [CI]: 0.02–0.915; p = 0.040). Total amount of billing was also statistically significant (adjusted odds ratio [OR]: 1.01; 95% confidence interval [CI]: 1.00–1.01; p = 0.039). Conclusions: These findings highlight the importance of private insurance in mitigating financial risk in hospitals. Implementing policy measures to promote or require insurance enrollment, along with streamlined reimbursement systems, may contribute to sustainable care delivery for international patients. Full article