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21 pages, 3713 KB  
Article
The Potential of Material and Product Passports for the Circular Management of Heritage Buildings
by Antonella Violano, Roxana Georgiana Aenoai, Genesis Camila Cervantes Puma and Luís Bragança
Appl. Sci. 2026, 16(2), 865; https://doi.org/10.3390/app16020865 - 14 Jan 2026
Viewed by 217
Abstract
Interventions on Heritage Buildings (HBs) involve significant challenges due to their tangible (embodied in the material, architectural, physical and technical integrity of the cultural asset), and intangible values (linked to socio-historical–cultural and collective identity, memory, customs and symbols meanings), which must be preserved [...] Read more.
Interventions on Heritage Buildings (HBs) involve significant challenges due to their tangible (embodied in the material, architectural, physical and technical integrity of the cultural asset), and intangible values (linked to socio-historical–cultural and collective identity, memory, customs and symbols meanings), which must be preserved while also adapting to current sustainability and circular economy goals. However, current conservation and management practices often lack systematic tools to trace, assess, and organise material and component information, hindering the implementation of circular strategies. In line with the European Union’s objectives for climate neutrality and resource efficiency and sufficiency, Material and Product Passports (MPPs) have emerged as digital tools that enhance data traceability, interoperability and transparency throughout a building’s lifecycle. This paper examines the potential of MPPs to support circular management of HBs by analysing the structure of MPPs and outlining the information flows generated by rehabilitation, maintenance and adaptive reuse strategies. A mixed methods approach, combining literature review and data structure analysis, is adopted to identify how the different categories of data produced during maintenance, rehabilitation and adaptive reuse processes can be integrated into MPP modules. The research highlights the conceptual opportunities of MPPs to document and interlink historical, cultural, and technical data, thereby improving decision-making and transparency across intervention stages. The analysis suggests that adapting MPPs to the specificities of historic contexts, such as authenticity preservation, reversibility, and contextual sensitivity, can foster innovative, sustainable, and circular practices in the conservation and management of HBs. Full article
(This article belongs to the Special Issue Heritage Buildings: Latest Advances and Prospects)
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26 pages, 6265 KB  
Article
Impacts of Heatwaves on the Indoor Microclimate of Heritage Buildings Under Climate Change: A Case Study of the Malatestiana Library
by Kristian Fabbri, Antonella Mazzone and Paolo Zanfini
Sustainability 2026, 18(2), 842; https://doi.org/10.3390/su18020842 - 14 Jan 2026
Viewed by 205
Abstract
The IPCC has emphasised the increasing impacts of climate change across multiple sectors, including cultural heritage. In response, UNESCO launched the Policy Document on Climate Action for World Heritage in 2023, offering guidance on mitigation strategies for historic sites. Cultural heritage faces risks [...] Read more.
The IPCC has emphasised the increasing impacts of climate change across multiple sectors, including cultural heritage. In response, UNESCO launched the Policy Document on Climate Action for World Heritage in 2023, offering guidance on mitigation strategies for historic sites. Cultural heritage faces risks not only from sudden catastrophic events—such as floods, droughts, and wildfires—but also from the gradual deterioration of buildings and artefacts due to shifting environmental conditions. Climate change further affects the indoor microclimate of heritage sites, including museums, archives, and libraries, which are critical to the long-term preservation of cultural assets. Heritage, including heritage buildings and both tangible and intangible heritages, are subject to changes; therefore, their conservation should be assessed to identify sustainable approaches. This study investigates how climate change and microclimate alterations impact the conservation of historic buildings without modern climate control, using the Malatestiana Library—a UNESCO Memory of the World site—as a case study. The library has preserved a remarkably stable indoor environment for centuries, without the introduction of heating, cooling, or major restorations. A monitoring campaign during the summer of 2024 assessed the effects of extreme heat events on the library’s microclimate, comparing two internal spaces to examine the attic’s role in mitigating thermal stress. Data from the 2024 heatwave are also compared with similar data collected in 2013. Results show a marked shift toward a more tropical indoor climate over the past decade, signalling new threats to the preservation of historic materials. These findings highlight the urgent need for adaptive conservation strategies to address the evolving challenges posed by climate change. Full article
(This article belongs to the Section Air, Climate Change and Sustainability)
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20 pages, 3766 KB  
Article
Passive Climate Adaptation of Heritage Arcades: Field Evidence on the Geometry–Radiation–Thermal Comfort Chain and Orientation Effects
by Yaolong Wang, Jiarui Xu, Tingfeng Liu, Xiao Hu, Shouhan Liu, Hao Xu and Zefa Wang
Buildings 2026, 16(1), 201; https://doi.org/10.3390/buildings16010201 - 2 Jan 2026
Viewed by 342
Abstract
Historic arcades in shaded street canyons may act as passive microclimate infrastructure. We monitored paired arcade–open points along two arcaded streets in Haikou, China, under clear summer conditions, recording hourly microclimate from 09:00 to 21:00. From these data we derived mean radiant temperature [...] Read more.
Historic arcades in shaded street canyons may act as passive microclimate infrastructure. We monitored paired arcade–open points along two arcaded streets in Haikou, China, under clear summer conditions, recording hourly microclimate from 09:00 to 21:00. From these data we derived mean radiant temperature (Tmrt) and the Universal Thermal Climate Index (UTCI), tested main and interaction effects of space (arcade vs. open) and orientation (east–west vs. north–south), examined relations with sky view factor (SVF), and quantified exceedances of health-relevant thresholds using wet-bulb globe temperature (WBGT) and degree-hours. Arcades consistently lowered thermal exposure, with the largest benefits around midday–afternoon; the daily mean UTCI reduction was ~4.4 °C relative to adjacent open points. Orientation modulated benefits: east–west segments showed larger marginal reductions, and orientation differences were markedly compressed beneath arcades. SVF correlated positively with Tmrt and thermal stress but contributed little additional explanatory power after accounting for space and orientation, indicating geometric shielding as a primary mechanism. High-risk WBGT windows (≥32 °C) were strongly reduced under arcades, and day–night degree-hour summaries indicated net improvement. We conclude that historic arcades provide measurable thermal protection while preserving urban form, supporting their dual role as cultural heritage and passive climate-adaptation assets. Full article
(This article belongs to the Special Issue Trends and Prospects in Indoor Environment of Buildings)
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28 pages, 10454 KB  
Article
Beyond Standards: Framework for Monitoring, Protection, and Conservation of Highly Vulnerable Cultural Heritage Sites in the Context of Anthropopressure and Climate Change
by Roman Paruch and Anna Porębska
Sustainability 2026, 18(1), 409; https://doi.org/10.3390/su18010409 - 1 Jan 2026
Viewed by 272
Abstract
The consequences of climate change and increasing anthropogenic pressure pose a growing threat to UNESCO World Heritage sites. Proper identification of environmental factors and their effective mitigation are crucial for preserving historic assets without unnecessary intervening in their material fabric. This article presents [...] Read more.
The consequences of climate change and increasing anthropogenic pressure pose a growing threat to UNESCO World Heritage sites. Proper identification of environmental factors and their effective mitigation are crucial for preserving historic assets without unnecessary intervening in their material fabric. This article presents excerpts from a study conducted to develop the Master Plan for Preservation for the oldest part of the former Nazi extermination camp Auschwitz II—Birkenau, including non-standard, minimally invasive testing, and the successful implementation of the research findings. Drawing on experience from a multi-year, interdisciplinary research project carried out in close collaboration with the conservation team of the Auschwitz-Birkenau Museum and Memorial, as well as other research projects and surveys conducted in other UNESCO World Heritage sites, the authors critically engage with current standards for the monitoring, protection, and conservation of built cultural heritage. The role of comprehensive identification of different threats—including hydrogeological ones, exacerbated by anthropogenic pressure and climate change—points to the need for a broader approach, especially for the most valuable built-heritage sites that are either increasingly passive recipients of threats generated outside the protected area, or are vulnerable to the extent of standard methodologies for the conservation of cultural sites being no longer applicable. Full article
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31 pages, 2820 KB  
Article
Cemeteries as Sustainable Elements of Urban Green Space: Legal, Ecological, and Spatial Perspectives from Central and Eastern Europe
by Agnieszka Jaszczak, Jakub Kostecki, Ewelina Pochodyła-Ducka and Andrzej Greinert
Sustainability 2026, 18(1), 212; https://doi.org/10.3390/su18010212 - 24 Dec 2025
Viewed by 636
Abstract
As urbanisation accelerates, land-use planning has become a challenging factor in cities’ sustainable development. This process is based both on the historical heritage of Central and Eastern European cities and on concepts combining urban planning with ecology. Cemeteries, traditionally viewed as places of [...] Read more.
As urbanisation accelerates, land-use planning has become a challenging factor in cities’ sustainable development. This process is based both on the historical heritage of Central and Eastern European cities and on concepts combining urban planning with ecology. Cemeteries, traditionally viewed as places of remembrance, hold significant potential as ecological assets within urban environments. On the other hand, they are problematic in relation to the location, neighbourhood, and form of past/present human activity. Many of these aspects are regulated in the investigated countries. This paper examines sustainable cemetery planning from legal, ecological, and spatial perspectives, highlighting their role in addressing environmental challenges while preserving cultural and social values. The research draws on comparative case studies from eight Central and Eastern European countries, combining an analysis of international and national legal frameworks with a functional–spatial assessment of cemetery surroundings. In addition, an environmental survey conducted among experts and residents highlights diverse perceptions regarding cemetery functions and their integration into urban landscapes. The findings demonstrate that policy-based management and multifunctional design are essential for enhancing the ecological, cultural, and social value of cemeteries. Reframing cemeteries as multifunctional green spaces offers a practical pathway toward more resilient and environmentally responsible urban development. Some important differences between the following countries have been observed. Full article
(This article belongs to the Section Sustainable Urban and Rural Development)
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26 pages, 5082 KB  
Article
Weed Detection on Architectural Heritage Surfaces in Penang City via YOLOv11
by Shaokang Chen, Yanfeng Hu, Yile Chen, Junming Chen and Si Cheng
Coatings 2025, 15(11), 1322; https://doi.org/10.3390/coatings15111322 - 12 Nov 2025
Viewed by 584
Abstract
George Town, the capital of Penang, Malaysia, was inscribed as a UNESCO World Heritage Site in 2008 and is renowned for its multicultural architectural surfaces. However, these historic façades face significant deterioration challenges, particularly biodeterioration caused by weed growth on wall surfaces under [...] Read more.
George Town, the capital of Penang, Malaysia, was inscribed as a UNESCO World Heritage Site in 2008 and is renowned for its multicultural architectural surfaces. However, these historic façades face significant deterioration challenges, particularly biodeterioration caused by weed growth on wall surfaces under hot and humid equatorial conditions. Root penetration is a critical surface defect, accelerating mortar decay and threatening structural integrity. To address this issue, this study proposes YOLOv11-SWDS (Surface Weed Detection System), a lightweight and interpretable deep learning framework tailored for surface defect detection in the form of weed intrusion on heritage buildings. The backbone network was redesigned to enhance the extraction of fine-grained features from visually cluttered surfaces, while attention modules improved discrimination between weed patterns and complex textures such as shadows, stains, and decorative reliefs. For practical deployment, the model was optimized through quantization and knowledge distillation, significantly reducing computational cost while preserving detection accuracy. Experimental results show that YOLOv11-SWDS achieved an F1 score of 86.0% and a mAP@50 of 89.7%, surpassing baseline models while maintaining inference latency below 200 ms on edge devices. These findings demonstrate the potential of deep learning-based non-destructive detection for monitoring surface defects in heritage conservation, offering both a reliable tool for sustaining George Town’s cultural assets and a transferable solution for other UNESCO heritage sites. Full article
(This article belongs to the Special Issue Solid Surfaces, Defects and Detection, 2nd Edition)
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22 pages, 4829 KB  
Article
Material Vulnerability: Analytical Approaches to the Identification and Characterization of Alterations and Deterioration Processes in Translucent Paper
by Rosa Gutiérrez Juan, Rosario Blanc García, Rafael Lorente Fernández and Ana M. López Montes
Heritage 2025, 8(11), 469; https://doi.org/10.3390/heritage8110469 - 7 Nov 2025
Viewed by 655
Abstract
Research in the field of cultural heritage has grown due to the need to preserve cultural assets that serve as witnesses to history and culture. In conservation and restoration, research on traditional papers is extensive, but translucent papers have received less attention. These [...] Read more.
Research in the field of cultural heritage has grown due to the need to preserve cultural assets that serve as witnesses to history and culture. In conservation and restoration, research on traditional papers is extensive, but translucent papers have received less attention. These documents, of proteinaceous, cellulosic, or synthetic origin, achieve transparency through processes that modify their structure, which makes them more vulnerable to aging. Their degradation is aggravated by inadequate storage and handling, posing challenges because they do not respond well to conventional treatments. This study analyzes these issues using documents from the late nineteenth and primarily the twentieth century, sourced from the Provincial Historical Archive of Granada and the Archive of the Higher Technical School of Architecture in Granada. Through visual, photographic, and bibliographic study, a theoretical and graphic catalogue of the most significant deteriorations has been developed. Concurrently, a physicochemical analysis was applied using techniques such as colorimetry, X-ray Fluorescence Spectroscopy (XRF), and Fourier-Transform Infrared Spectroscopy (FTIR). These tools make it possible to relate the material composition of the documents to their state of preservation. This work provides deeper knowledge about the degradation mechanisms of these supports and lays the foundations for the development of specific restoration strategies for this documentary typology. Full article
(This article belongs to the Special Issue Deterioration and Conservation of Ancient Writing Supports)
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34 pages, 18470 KB  
Article
An Alternative Approach for Sustainable Management of Historic Urban Landscapes Through ANT via Algorithms: The Case of Bey’s Complex Palace in Constantine, Algeria
by Fatah Bakour and Ali Chougui
Sustainability 2025, 17(21), 9857; https://doi.org/10.3390/su17219857 - 5 Nov 2025
Viewed by 921
Abstract
Historic urban landscapes, despite their cultural significance, often face neglect, limiting their potential to increase the value of historical centers. Defined as a complex sociotechnical network that involves a variety of agencies incorporating material, immaterial, natural, and artificial elements, these landscapes present significant [...] Read more.
Historic urban landscapes, despite their cultural significance, often face neglect, limiting their potential to increase the value of historical centers. Defined as a complex sociotechnical network that involves a variety of agencies incorporating material, immaterial, natural, and artificial elements, these landscapes present significant challenges for architects because of their layered and diverse components. Actor–network theory (ANT) is used as a methodological and ontological framework to address this complexity. However, a notable research gap exists on the basis of the lack of clear representation and practical application of ANT to address the complexity of these historic urban landscapes. To bridge this gap, this study uses Bey’s palace as a case study to develop a comprehensive framework based on a digital mapping approach rooted in ANT. This framework traces, visualizes, and analyzes historic urban landscapes as intricate systems of agencies, leveraging graph theoretical algorithms and computational analysis tasks from network analysis tools to increase their effectiveness. This investigation is based on two key concepts: the actor/actant and the actor network. The research employed Bruno Latour’s concepts of translation, agency, and the mapping controversies technique grounded in graph-theoretic algorithm tasks to decipher the complexities of Bey’s palace system. The results identify seven clusters as actor networks and highlight the roles of key actors/actants, such as Ahmed Bey, decorative elements, courtyard gardens, and Moorish architecture. This methodological approach provides architects and urban planners with practical tools to better understand, analyze and preserve historic urban landscapes, enriching their cultural and historical value. By transforming contested discourses into measurable networks indicators, this interdisciplinary framework directly supports SDG11 (Sustainable Cities and Communities), especially Target 11.4, in safeguarding cultural heritage by enabling the prioritization, monitoring and governance of cultural, social and infrastructural assets in historic urban landscapes. Full article
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33 pages, 2383 KB  
Review
Artificial Intelligence in Heritage Tourism: Innovation, Accessibility, and Sustainability in the Digital Age
by José-Manuel Sánchez-Martín, Rebeca Guillén-Peñafiel and Ana-María Hernández-Carretero
Heritage 2025, 8(10), 428; https://doi.org/10.3390/heritage8100428 - 12 Oct 2025
Cited by 2 | Viewed by 6422
Abstract
Artificial intelligence (AI) is profoundly transforming heritage tourism through the incorporation of technological solutions that reconfigure the ways in which cultural heritage is conserved, interpreted, and experienced. This article presents a critical and systematic review of current AI applications in this field, with [...] Read more.
Artificial intelligence (AI) is profoundly transforming heritage tourism through the incorporation of technological solutions that reconfigure the ways in which cultural heritage is conserved, interpreted, and experienced. This article presents a critical and systematic review of current AI applications in this field, with a special focus on their impact on destination management, the personalization of tourist experiences, universal accessibility, and the preservation of both tangible and intangible assets. Based on an analysis of the scientific literature and international use cases, key technologies such as machine learning, computer vision, generative models, and recommendation systems are identified. These tools enable everything from the virtual reconstruction of historical sites to the development of intelligent cultural assistants and adaptive tours, improving the visitor experience and promoting inclusion. This study also examines the main ethical, technical, and epistemological challenges associated with this transformation, including algorithmic surveillance, data protection, interoperability between platforms, the digital divide, and the reconfiguration of heritage knowledge production processes. In conclusion, this study argues that AI, when implemented in accordance with principles of responsibility, sustainability, and cultural sensitivity, can serve as a strategic instrument for ensuring the accessibility, representativeness, and social relevance of cultural heritage in the digital age. However, its effective integration necessitates the development of sector-specific ethical frameworks, inclusive governance models, and sustainable technological implementation strategies that promote equity, community participation, and long-term viability. Furthermore, this article highlights the need for empirical research to assess the actual impact of these technologies and for the creation of indicators to evaluate their effectiveness, fairness, and contribution to the Sustainable Development Goals. Full article
(This article belongs to the Special Issue Digital Museology and Emerging Technologies in Cultural Heritage)
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30 pages, 19034 KB  
Article
Multidimensional Assessment and Planning Strategies for Historic Building Conservation in Small Historic Towns: A Case Study of Xiangzhu, China
by Jiahan Wang, Weiwu Wang, Cong Lu and Zihao Guo
Buildings 2025, 15(19), 3553; https://doi.org/10.3390/buildings15193553 - 2 Oct 2025
Viewed by 999
Abstract
Historic and cultural towns in China are crucial carriers of vernacular heritage, yet many unlisted historic buildings remain highly vulnerable to urbanization and fragmented governance. This study takes Xiangzhu Town in Zhejiang Province as a case study and develops a multidimensional evaluation framework—integrating [...] Read more.
Historic and cultural towns in China are crucial carriers of vernacular heritage, yet many unlisted historic buildings remain highly vulnerable to urbanization and fragmented governance. This study takes Xiangzhu Town in Zhejiang Province as a case study and develops a multidimensional evaluation framework—integrating value, morphology, and risk—to identify conservation priorities and guide adaptive reuse. The results highlight three key findings: (1) a spatial pattern of “core preservation and peripheral renewal,” with historical and artistic values concentrated in the core, scientific value declining outward, and functional diversity emerging at the periphery; (2) a morphological structure characterized by “macro-coherence and micro-diversity,” as revealed by balanced global connectivity and localized hotspots in space syntax analysis; and (3) differentiated building risks, where most assets are low to medium risk, but some high-value ancestral halls show accelerated deterioration requiring urgent action. Based on these insights, a collaborative framework of “graded management–classified guidance–zoned response” is proposed to align systematic restoration with community-driven revitalization. This study demonstrates the effectiveness of the value–morphology–risk approach for small historic towns, offering a replicable tool for differentiated heritage conservation and sustainable urban–rural transition. Full article
(This article belongs to the Special Issue Advanced Research on Cultural Heritage—2nd Edition)
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15 pages, 3046 KB  
Article
Enhancing Semantic Interoperability of Heritage BIM-Based Asset Preservation
by Karol Argasiński and Artur Tomczak
Heritage 2025, 8(10), 410; https://doi.org/10.3390/heritage8100410 - 30 Sep 2025
Cited by 1 | Viewed by 1242
Abstract
Preservation of Cultural Heritage (CH) demands precise and comprehensive information representation to document, analyse, and manage assets effectively. While Building Information Modelling (BIM) facilitates as-is state documentation, challenges in semantic interoperability of complex cultural data often limit its potential in heritage contexts. This [...] Read more.
Preservation of Cultural Heritage (CH) demands precise and comprehensive information representation to document, analyse, and manage assets effectively. While Building Information Modelling (BIM) facilitates as-is state documentation, challenges in semantic interoperability of complex cultural data often limit its potential in heritage contexts. This study investigates the integration of BIM tools with the buildingSMART Data Dictionary (bSDD) platform to enhance semantic interoperability for heritage assets. Using a proof-of-concept approach, the research focuses on a historic tenement house in Tarnów, Poland, modelled with the IFC schema standard and enriched with the MIDAS heritage classification system. The methodology includes transforming the classification system into bSDD data dictionary, publishing thesauri for components, materials, and monument types, and semantic enrichment of the model using Bonsai (formerly BlenderBIM) plugin for Blender. Results demonstrate improved consistency, accuracy, and usability of BIM data for heritage preservation. The integration ensures detailed documentation and facilitates interoperability across platforms, addressing preservation challenges with enriched narratives of cultural significance. This method supports future predictive models for heritage asset conservation, emphasizing the importance of data quality and interoperability in safeguarding shared cultural heritage for future generations. Full article
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9 pages, 11332 KB  
Proceeding Paper
Investigating the Impact of Temperature Changes on Coastal Heritage Sites Using Remote Sensing
by Moein Motavallizadeh Naeini, Tesfaye Tessema, Anastasia Sofroniou, Andrea Benedetto and Fabio Tosti
Eng. Proc. 2025, 94(1), 21; https://doi.org/10.3390/engproc2025094021 - 1 Sep 2025
Viewed by 610
Abstract
Coastal heritage assets are crucial to a society’s history and must be preserved sustainably, despite their vulnerability to both natural and anthropogenic hazards. Their monitoring is challenging due to the interrelated nature of these attributes. While expert observations and on-site measurements are employed, [...] Read more.
Coastal heritage assets are crucial to a society’s history and must be preserved sustainably, despite their vulnerability to both natural and anthropogenic hazards. Their monitoring is challenging due to the interrelated nature of these attributes. While expert observations and on-site measurements are employed, they cover limited areas over time, whereas remote sensing can assess larger regions more regularly. This study examines the impacts of climate change on Old Town North, a conservation area within Southampton Harbour, UK, designated as “heritage at risk” by Historic England in 2024. Particular focus is given to temperature and moisture variations, which may accelerate material decay and heighten risks. Using a multidisciplinary approach, the study uses satellite data to extract land surface temperatures, monitor coastal changes, and identify vulnerable risk zones. Results show that the conservation area faces multiple pressures, including moisture deficiency, urban sprawl, and increased surface temperatures, that together could hasten the deterioration of heritage assets. Full article
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22 pages, 1523 KB  
Article
Cultural Heritage Sites as a Facilitator for Place Making in the Context of Smart City: The Case of Geelong
by Elika Tousi, Surabhi Pancholi, Md Mizanur Rashid and Chin Koi Khoo
Urban Sci. 2025, 9(9), 337; https://doi.org/10.3390/urbansci9090337 - 27 Aug 2025
Cited by 1 | Viewed by 1376
Abstract
This study examines the role of cultural heritage sites as facilitators of place making within the evolving paradigm of smart city development. As cities worldwide adopt data-driven models of governance, integrating cultural identity and heritage becomes increasingly critical. This research addresses the conceptual [...] Read more.
This study examines the role of cultural heritage sites as facilitators of place making within the evolving paradigm of smart city development. As cities worldwide adopt data-driven models of governance, integrating cultural identity and heritage becomes increasingly critical. This research addresses the conceptual and practical gap in understanding how heritage can support inclusive, sustainable, and meaningful urban transformation in smart city contexts. To do so, it selects Geelong in Australia as a case study. The study then employs a qualitative methodology drawing on semi-structured interviews with experts and professionals across urban planning, architecture, sustainability, and heritage management. Thematic analysis derived five key themes: heritage as an identity anchor, digital technologies enhancing cultural narratives, community engagement, adaptive reuse, and economic-policy integration. Findings highlight that heritage sites are dynamic assets that foster community identity, historical continuity, and digital storytelling. Digital tools enhance the visibility and accessibility of heritage, while adaptive reuse strategies align cultural preservation with environmental sustainability and economic growth. The resulting conceptual and assessment framework positions heritage both as a cultural and functional urban asset, offering actionable insights for planners, policymakers, and designers aiming to create smart cities that are not only technologically advanced but also socially inclusive and culturally grounded. Full article
(This article belongs to the Special Issue Urban Trends: Cities, Housing Markets, Regional Dynamics and Tourism)
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36 pages, 14002 KB  
Article
Sustainable Archaeological Tourism—A Framework of an Assessment Method for Potential Tourism Use of Hillforts (Gords) in the Lower Silesia Region, Poland
by Damian Werczyński and Krzysztof Widawski
Sustainability 2025, 17(16), 7536; https://doi.org/10.3390/su17167536 - 20 Aug 2025
Viewed by 2138
Abstract
This study seeks to develop and evaluate a methodological framework for assessing the tourism potential of hillforts, by using a selected sample of 25 of these heritage resources located in the Lower Silesia Voivodeship. This region, as one of Poland’s most popular among [...] Read more.
This study seeks to develop and evaluate a methodological framework for assessing the tourism potential of hillforts, by using a selected sample of 25 of these heritage resources located in the Lower Silesia Voivodeship. This region, as one of Poland’s most popular among domestic and international tourists, is increasingly confronting overtourism at its primary attractions. Concurrently, it possesses underutilised cultural assets, notably 250 remnants of gords/hillforts (grodziska in Polish) spanning various historical periods and dispersed across the whole area. Thus, to ensure the universality of the method, samples of hillforts from three main topographic zones of Lower Silesia were selected. In addition to the aim of testing the method, a secondary objective of the research involved conducting a preliminary assessment of selected hillforts’ tourism potential in different parts of the voivodeship. The methodology combined desk research and field studies across all selected archaeological sites. Concerning the primary objective, the developed assessment tool effectively replicated the multidimensional analytical framework characteristic of established methodologies, yielding reliable outcomes for evaluating gords’ tourism potential. However, modifications to the scoring system are recommended to enhance methodological precision. Regarding analysis of the 25 surveyed hillforts, the results indicate that objects from all zones mainly demonstrate high tourism potential, suggesting an opportunity for transformation into tourist attractions. The integration of hillforts into existing tourism infrastructure could significantly contribute to localised sustainable development across the region. The primary significance of these heritage resources lies in their capacity to facilitate the diversification of tourism offerings across distinct areas of the voivodeship. This development holds particular strategic value for northern poviats currently peripherally engaged in tourism economy. Moreover, by leveraging hillforts, communities obtain assets important in the process of building a common identity around cultural/historical place while safeguarding monuments. Concurrently, the most attractive southern poviats will benefit from the new attractions as they can help in mitigating overtourism pressures at overcrowded places, being an interesting alternative to the top attractions. This approach aligns with strategies to disperse tourist flows through specialised archaeological tourism products, thereby balancing economic benefits and local communities’ well-being with heritage preservation. Full article
(This article belongs to the Special Issue Sustainable Development of Regional Tourism)
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15 pages, 4422 KB  
Article
Advanced Deep Learning Methods to Generate and Discriminate Fake Images of Egyptian Monuments
by Daniyah Alaswad and Mohamed A. Zohdy
Appl. Sci. 2025, 15(15), 8670; https://doi.org/10.3390/app15158670 - 5 Aug 2025
Viewed by 1056
Abstract
Artificial intelligence technologies, particularly machine learning and computer vision, are being increasingly utilized to preserve, restore, and create immersive virtual experiences with cultural artifacts and sites, thus aiding in conserving cultural heritage and making it accessible to a global audience. This paper examines [...] Read more.
Artificial intelligence technologies, particularly machine learning and computer vision, are being increasingly utilized to preserve, restore, and create immersive virtual experiences with cultural artifacts and sites, thus aiding in conserving cultural heritage and making it accessible to a global audience. This paper examines the performance of Generative Adversarial Networks (GAN), especially Style-Based Generator Architecture (StyleGAN), as a deep learning approach for producing realistic images of Egyptian monuments. We used Sigmoid loss for Language–Image Pre-training (SigLIP) as a unique image–text alignment system to guide monument generation through semantic elements. We also studied truncation methods to regulate the generated image noise and identify the most effective parameter settings based on architectural representation versus diverse output creation. An improved discriminator design that combined noise addition with squeeze-and-excitation blocks and a modified MinibatchStdLayer produced 27.5% better Fréchet Inception Distance performance than the original discriminator models. Moreover, differential evolution for latent-space optimization reduced alignment mistakes during specific monument construction tasks by about 15%. We checked a wide range of truncation values from 0.1 to 1.0 and found that somewhere between 0.4 and 0.7 was the best range because it allowed for good accuracy while retaining many different architectural elements. Our findings indicate that specific model optimization strategies produce superior outcomes by creating better-quality and historically correct representations of diverse Egyptian monuments. Thus, the developed technology may be instrumental in generating educational and archaeological visualization assets while adding virtual tourism capabilities. Full article
(This article belongs to the Special Issue Novel Applications of Machine Learning and Bayesian Optimization)
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