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32 pages, 4190 KB  
Review
Artificial Intelligence Empowering the Transformation of Building Maintenance: Current State of Research and Knowledge
by Yaqi Zheng, Boyuan Sun, Yiming Guan and Yufeng Yang
Buildings 2025, 15(22), 4118; https://doi.org/10.3390/buildings15224118 (registering DOI) - 15 Nov 2025
Abstract
With the acceleration of urbanization and the continuous expansion of building stock, building maintenance plays a critical role in ensuring structural safety, extending service life, and promoting sustainable development. In recent years, the application of artificial intelligence (AI) in building maintenance has expanded [...] Read more.
With the acceleration of urbanization and the continuous expansion of building stock, building maintenance plays a critical role in ensuring structural safety, extending service life, and promoting sustainable development. In recent years, the application of artificial intelligence (AI) in building maintenance has expanded significantly, markedly improving detection accuracy and decision-making efficiency through predictive maintenance, automated defect recognition, and multi-source data integration. Although existing studies have made progress in predictive maintenance, defect identification, and data fusion, systematic quantitative analyses of the overall knowledge structure, research hotspots, and technological evolution in this field remain limited. To address this gap, this study retrieved 423 relevant publications from the Web of Science Core Collection covering the period 2000–2025 and conducted a systematic bibliometric and scientometric analysis using tools such as bibliometrix and VOSviewer. The results indicate that the field has entered a phase of rapid growth since 2017, forming four major thematic clusters: (1) intelligent construction and digital twin integration; (2) predictive maintenance and health management; (3) algorithmic innovation and performance evaluation; and (4) deep learning-driven structural inspection and automated operation and maintenance. Research hotspots are evolving from passive monitoring to proactive prediction, and further toward system-level intelligent decision-making and multi-technology integration. Emerging directions include digital twins, energy efficiency management, green buildings, cultural heritage preservation, and climate-adaptive architecture. This study constructs, for the first time, a systematic knowledge framework for AI-enabled building maintenance, revealing the research frontiers and future trends, thereby providing both data-driven support and theoretical reference for interdisciplinary collaboration and the practical implementation of intelligent maintenance. Full article
34 pages, 803 KB  
Article
Coevolving Citizen Science, Bats, and Urban Planning to Support More-than-Human Healthy Cities: Lessons from Florida
by Nicole Sarver, Glen Cousquer and Peter Lurz
Environments 2025, 12(11), 438; https://doi.org/10.3390/environments12110438 - 13 Nov 2025
Viewed by 135
Abstract
Urbanisation has resulted in habitat degradation and destruction for native bat species in Florida, USA, posing a continuing threat to bat populations and ecosystem health. Citizen science has been documented to fill population data gaps and outline bat responses to urbanisation, but an [...] Read more.
Urbanisation has resulted in habitat degradation and destruction for native bat species in Florida, USA, posing a continuing threat to bat populations and ecosystem health. Citizen science has been documented to fill population data gaps and outline bat responses to urbanisation, but an understanding of how this influences societal perceptions of bats and can shape and evolve urban planning initiatives are under-researched and poorly understood. This paper explores how citizen science could contribute to urban planning for bat conservation. A literature review of citizen science projects and native species’ responses to urbanisation mapped the current situation and was supplemented by an analysis of semi-structured interviews with three key informants in the field of bat conservation. Only four of Florida’s thirteen species were featured in the citizen science projects reported in the literature. There was a clear lack of attention to the impact of urbanisation on these species, demonstrating a need for reimagining how data collection and public participation can be improved. An analysis of interviews identified themes of evolving individual perspectives and complex societal connections whose interdependence and coevolution influences the success of both citizen science and urban planning. Understanding this coevolution of society and bat conservation alongside our current knowledge could provide future opportunities for bat-friendly urban planning in Florida with the potential for this to be framed in terms of healthy more-than-human cities. Full article
30 pages, 2338 KB  
Article
Linking Human–Bird Interactions to Restorative Environmental Perception and Mental Health: A Landscape Perception Perspective
by Runxuan Zhang, Xiaoshan Fang, Yuanzhihong Liu, Zhouhan Chen, Xuefei Zhang, Shangjiangfeng Lin and Huijian Hu
Land 2025, 14(11), 2243; https://doi.org/10.3390/land14112243 - 13 Nov 2025
Viewed by 139
Abstract
Birds, as both wetland ecosystem health indicators and highly perceptible forms of wildlife, provide multi-sensory interaction opportunities shaping human health and well-being. However, most studies simplify birds into static landscape metrics, with limited attention to dynamic human–bird interactions and their mental health benefits. [...] Read more.
Birds, as both wetland ecosystem health indicators and highly perceptible forms of wildlife, provide multi-sensory interaction opportunities shaping human health and well-being. However, most studies simplify birds into static landscape metrics, with limited attention to dynamic human–bird interactions and their mental health benefits. Grounded in landscape perception theory, this study constructs an “interaction–perception–restoration” framework and divides human–bird interactions into sensory, cognitive, and participatory levels based on cognitive resource investment. We collected 321 valid samples from Haizhu National Wetland Park. A mixed analytical strategy was adopted, using structural equation modeling to test the framework and moderated mediation models to examine differential pathways. The results showed the following: (1) Restorative environmental perception (REP) plays a partial mediating role between human–bird interactions and mental health, explaining 46.17% of the total effect. (2) All three interaction levels significantly enhance mental health, with cognitive interaction showing the strongest direct effect (β = 0.347 ***) and sensory interaction the largest indirect effect through REP (β = 0.194 ***). (3) Environmental characteristics directly improve REP (β = 0.51 ***) but do not significantly moderate the relationship between human–bird interactions and REP. This study highlights interaction quality and depth as core drivers of mental health, offering insights for optimizing ecological and recreational services in urban wetland parks. Full article
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26 pages, 2572 KB  
Article
The Influence of Female Farmers in Digital Urban Agriculture in Khartoum State: Examining Gender Challenges and Opportunities
by Nagwa Babiker Abdalla Yousif, Shadia Abdel Rahim Mohammed, Enaam Youssef and Sarra Behari
Sustainability 2025, 17(22), 10083; https://doi.org/10.3390/su172210083 - 11 Nov 2025
Viewed by 298
Abstract
Digital tools and platforms offer significant potential to address critical gaps in market access, credit availability, and agricultural knowledge, particularly in urban and peri-urban areas. This is especially relevant in regions like Sudan, where these opportunities remain largely underexplored. By providing real-time market [...] Read more.
Digital tools and platforms offer significant potential to address critical gaps in market access, credit availability, and agricultural knowledge, particularly in urban and peri-urban areas. This is especially relevant in regions like Sudan, where these opportunities remain largely underexplored. By providing real-time market information, facilitating financial access, and offering essential agricultural training, these tools can help bridge traditional barriers, improve decision-making capabilities, and contribute to sustainable agriculture. Such advancements strengthen economic resilience and promote equity in agriculture, enabling these farmers to drive innovation and sustainability in the industry. Our study was conducted in Omdurman’s Algamwai area during 2022 and 2023, and involved interviews with 100 female farmers. It explored the intersection of gender, technology, and socioeconomic equity. It highlighted how technological advancements can enhance agricultural productivity and market access while addressing challenges such as limited digital literacy and socioeconomic constraints. Despite structural inequalities—including restricted land ownership (45%), limited credit access (5%), and inadequate extension services—female farmers are driving innovation and sustainability by adopting sustainable practices, enhancing food security, and building community resilience. Digital urban agriculture provides income opportunities (76% rely on it) and serves as a platform for equitable participation. From a social science perspective, this research underscores the need to address systemic disparities to unlock the full potential of farmers. Policies ensuring equitable access to resources, credit, and technology are essential for fostering participation and maximizing the socio-economic benefits of digital agriculture in Sudan and similar contexts. Full article
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29 pages, 12527 KB  
Review
Concept for the Future Utilization of Lunar Underground Space and Adaptive Design Strategies
by Xing Xu and Minghui Xue
Buildings 2025, 15(22), 4057; https://doi.org/10.3390/buildings15224057 - 11 Nov 2025
Viewed by 413
Abstract
Amid long-term human consumption of surface resources and the intensifying climate crisis, underground space has increasingly attracted attention as a viable alternative for habitation, survival, and urban resilience. Historical and contemporary examples—from the Derinkuyu Underground City in Cappadocia, Turkey, to Iran’s “Shavadan” cooling [...] Read more.
Amid long-term human consumption of surface resources and the intensifying climate crisis, underground space has increasingly attracted attention as a viable alternative for habitation, survival, and urban resilience. Historical and contemporary examples—from the Derinkuyu Underground City in Cappadocia, Turkey, to Iran’s “Shavadan” cooling system, as well as subterranean dwellings in hot arid regions such as the Berbers’ homes in Tunisia and miners’ settlements in Coober Pedy, Australia, and underground complexes in cold regions like Harbin, Sapporo, and Helsinki—demonstrate the significant advantages of underground spaces in thermal regulation, protection from extreme weather, and efficient resource utilization. With climate change driving increasingly frequent and severe extreme weather events, including tornadoes, typhoons, and prolonged droughts, surface buildings face growing vulnerability, further emphasizing the potential of underground space for sustainable urban development. In parallel, advances in science and technology, particularly in space exploration, have accumulated extensive practical knowledge, creating pathways to extend terrestrial construction experience into extraterrestrial environments. The Moon, despite its strategic significance and potential resource value, presents an extremely hostile surface environment characterized by microgravity, near-vacuum conditions, extreme diurnal temperature variations of several hundred degrees, and very low thermal conductivity, all of which render conventional surface habitation challenging and prohibitively costly. Consequently, contemporary research has gradually shifted focus from lunar surface facilities toward the development and utilization of lunar underground spaces, which could provide enhanced environmental stability and habitation potential. This paper reviews the historical development and current research on lunar underground space utilization, proposes five guiding principles for its progressive exploration and construction, and presents a phased “1.0–4.0 era” framework for systematic development. Additionally, based on an adaptive design theoretical framework, spatial, environmental, and climatic strategies are proposed to guide future lunar habitation and ensure sustainable extraterrestrial development, providing a comprehensive reference for long-term planning and construction of lunar underground habitats. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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27 pages, 1700 KB  
Systematic Review
Determinants of Household Food Insecurity Among Urban Small-Scale Crop Farmers in Sub-Saharan Africa Region: A Systematic Literature Review
by Bonguyise Mzwandile Dumisa, Melusi Sibanda and Nolwazi Zanele Khumalo
Sustainability 2025, 17(22), 9999; https://doi.org/10.3390/su17229999 - 8 Nov 2025
Viewed by 425
Abstract
Agriculture has been widely practiced for food production, yet food insecurity remains a critical issue, especially in Africa. Due to the significant role played by small-scale farmers, urban agriculture has been acknowledged as a viable strategy for reducing food insecurity in urban areas [...] Read more.
Agriculture has been widely practiced for food production, yet food insecurity remains a critical issue, especially in Africa. Due to the significant role played by small-scale farmers, urban agriculture has been acknowledged as a viable strategy for reducing food insecurity in urban areas of Sub-Saharan Africa. This review analyzes urban household food insecurity factors through a systematic literature approach, retrieving data from various online databases. These databases include ScienceDirect, Wiley Online Library, Web of Science, UNIZULU online library, and PubAg. The search process involved the use of keywords to obtain relevant information along with the application of filters such as geographic location, publication period, language, article type, and accessibility. A total of 37 articles was included in this review after the application of the review eligibility criteria. This was achieved following PRISMA guidelines. Findings reveal a growing trend in the publication of articles on urban farming and an increasing acknowledgment of its importance by high-impact journals. It also shows various factors that determine household food insecurity, categorized as socioeconomic (11), institutional (5), and environmental factors (2). This led to the recommendation that urban government structures including policy makers and stakeholders should support food production and ensure an efficient urban food supply system. Full article
(This article belongs to the Special Issue Sustainable Agriculture and Food Security)
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23 pages, 934 KB  
Systematic Review
Adapting to Electoral Changes: Insights from a Systematic Review on Electoral Abstention Dynamics
by Nuno Almeida and Jean-Christophe Giger
Societies 2025, 15(11), 308; https://doi.org/10.3390/soc15110308 - 7 Nov 2025
Viewed by 573
Abstract
Electoral abstention has emerged as a critical challenge to democratic legitimacy, with rising rates observed globally. For example, in Portugal, the turnout declined from 91.5% in 1975 to 51.4% in 2022. This systematic review synthesizes multidisciplinary literature to identify key determinants of voter [...] Read more.
Electoral abstention has emerged as a critical challenge to democratic legitimacy, with rising rates observed globally. For example, in Portugal, the turnout declined from 91.5% in 1975 to 51.4% in 2022. This systematic review synthesizes multidisciplinary literature to identify key determinants of voter nonparticipation and their interactions, aiming to inform adaptive strategies to enhance civic engagement amid social, organizational, and technological changes. Following PRISMA guidelines, we searched five databases (Academic Search Complete, MEDLINE, Psychology and Behavioral Sciences Collection, PsycINFO, and Web of Science) from 2000 to August 2025 using terms such as “electoral abstention” and “non-voting.” Inclusion criteria prioritized quantitative empirical studies in peer-reviewed journals in English, Portuguese, Spanish, or French, yielding 23 high-quality studies (assessed via MMAT, with scores ≥ 60%) from 13 countries, predominantly the USA and France. Results reveal abstention as a multidimensional phenomenon driven by three interconnected categories: individual factors (e.g., health issues like smoking and mental health trajectories, institutional distrust); institutional factors (e.g., electoral reforms such as biometric registration reducing abstention by up to 50% in local contexts, but with mixed outcomes in voluntary voting systems); and contextual factors (e.g., economic inequalities and urbanization correlating with lower turnout, exacerbated by events like COVID-19). This review underscores the need for integrated public policies addressing these factors to boost participation, particularly among youth and marginalized groups. By framing abstention as an adaptive response to contemporary challenges, this work contributes to the political psychology and democratic reform literature, advocating interdisciplinary approaches to resilient electoral systems. Full article
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12 pages, 1591 KB  
Article
Integrating Urban Tree Carbon Sequestration into Metropolitan Ecosystem Services for Climate-Neutral Cities: A Citizen Science-Based Methodology
by Jordi Mazon
Urban Sci. 2025, 9(11), 463; https://doi.org/10.3390/urbansci9110463 - 6 Nov 2025
Viewed by 319
Abstract
Urban trees play a critical role in mitigating climate change by capturing atmospheric CO2 and providing multiple co-benefits, including cooling urban environments, reducing building energy demand, and enhancing citizens’ physical and psychological well-being. This study presents the Co Carbon Trees Measurement project, [...] Read more.
Urban trees play a critical role in mitigating climate change by capturing atmospheric CO2 and providing multiple co-benefits, including cooling urban environments, reducing building energy demand, and enhancing citizens’ physical and psychological well-being. This study presents the Co Carbon Trees Measurement project, a citizen science initiative implemented in the city of Viladecans, Spain, involving 658 students, local administration, and academia, three components of the EU mission’s quadruple helix governance model. Over one year, 1274 urban trees were measured for trunk diameter and height to quantify annual CO2 sequestration using a direct measurement approach combining field data collection with a mobile application for a height assessment and a flexible measuring tape for diameter. Results indicate that carbon fixation increases with tree size, displaying a parabolic function with larger trees sequestering significantly more CO2. A range between 10 and 20 kg of CO2 is sequestered by the urban trees in the period 2024–2025. The study also highlights the broader benefits of urban trees, including shading, mitigation of the urban heat island effect, and positive impacts on mental health and social cohesion. While the total CO2 captured in Viladecans (≈810 tons/year) is small relative to city emissions (≈170,000 tons/year), the methodology demonstrates a scalable, replicable approach for monitoring progress toward climate neutrality and integrating urban trees into planning and climate action strategies. This approach positions green infrastructure as a central component of sustainable and resilient urban development. Full article
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25 pages, 7761 KB  
Review
Urban Forests and Green Environments for Sustainable Cities: Knowledge Landscape, Research Trends, and Future Directions
by Luling Qu, Haisong Wang and Jun Xia
Forests 2025, 16(11), 1675; https://doi.org/10.3390/f16111675 - 3 Nov 2025
Viewed by 994
Abstract
With the intensification of global urbanization and climate change challenges, urban green spaces and urban forests are playing an increasingly critical role in supporting sustainable urban development. Based on the Web of Science Core Collection, this study employed bibliometric analysis and visualization methods [...] Read more.
With the intensification of global urbanization and climate change challenges, urban green spaces and urban forests are playing an increasingly critical role in supporting sustainable urban development. Based on the Web of Science Core Collection, this study employed bibliometric analysis and visualization methods (VOSviewer 1.6.19 and Bibliometrix v5.0.1 (R package)) to systematically map the global knowledge landscape of urban green space and urban forest research from 2000 to 2025, identifying key thematic clusters and research fronts. The results show a shift in research focus from traditional green infrastructure and ecosystem service assessment to an integrated approach emphasizing multifunctionality, climate adaptation, public health, and governance innovation. Furthermore, research efforts are concentrated in rapidly urbanizing regions, and global spatial distribution remains a significant issue. Based on this, this paper proposes a strategic research agenda to promote the development of this field, including four key directions: (1) embedding social equity and people-oriented values into green space planning and management; (2) leveraging digital technologies and artificial intelligence to strengthen urban ecological governance; (3) promoting the transition of green infrastructure from fragmented to systematic ecological networks; and (4) deepening the role of urban green space in climate adaptation and sustainable urban transformation. By systematically combing through the knowledge system and governance logic of urban forests and greening, this article aims to reveal the key role of urban ecosystems in addressing climate change and promoting social well-being, and provide operational scientific basis and policy inspiration for the sustainable transformation of global cities. Full article
(This article belongs to the Special Issue Urban Forests and Greening for Sustainable Cities)
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26 pages, 10303 KB  
Article
Research on the Construction and Optimization of Shenzhen’s Ecological Network Based on MSPA and Circuit Theory
by Hao Li, Xiaoxiang Tang, Cheng Zou and Huanyu Guo
Sustainability 2025, 17(21), 9779; https://doi.org/10.3390/su17219779 - 3 Nov 2025
Viewed by 375
Abstract
Under the dual pressures of rapid urbanization and intense human socioeconomic activities, habitat fragmentation and poor landscape connectivity have become critical issues in cities. Constructing ecological networks is essential for maintaining urban ecosystem health and promoting sustainable environmental development. It represents an effective [...] Read more.
Under the dual pressures of rapid urbanization and intense human socioeconomic activities, habitat fragmentation and poor landscape connectivity have become critical issues in cities. Constructing ecological networks is essential for maintaining urban ecosystem health and promoting sustainable environmental development. It represents an effective approach to balancing regional economic growth with ecological conservation. This study focused on the Shenzhen Special Economic Zone. Ecological sources were identified using Morphological Spatial Pattern Analysis (MSPA) and landscape connectivity assessment. Circuit theory was applied to extract ecological corridors, ecological pinch points, and ecological barriers. The importance levels of ecological corridors were classified to form an ecological network. The network was optimized by adding ecological sources, stepping stones, and restoring breakpoints. Its structure and functionality were evaluated before and after optimization. The results indicate the following: (1) The core area in Shenzhen City Area covers 426.67 km2, the largest proportion among landscape types. It exhibits high fragmentation, low connectivity, and a spatial pattern characterized as “dense in the east and west, sparse in the center.” (2) Seventeen ecological sources were identified, consisting of 8 key sources, 5 important sources, and 4 general sources, accounting for 17.62% of the total area. Key sources are mainly distributed in forested regions such as Wutong Mountain, Maluan Mountain, Paiya Mountain, and Qiniang Mountain in the southeast. (3) Twenty-six ecological corridors form a woven network, with a total length of 127.44 km. Among these, 13 key corridors are concentrated in the eastern region, while 7 important corridors and 6 general corridors are distributed in the western and central parts. Few corridors exist in the southwest and southeast, leading to ecological flow interruption. (4) The optimized ecological network includes 12 newly added ecological source areas, 20 optimized ecological corridors, 120 ecological pinch points, and 26 ecological barriers. The maximum current value increased from 10.60 to 20.51, indicating significantly enhanced connectivity. The results provide important guidance for green space planning, biodiversity conservation, and ecosystem functionality enhancement in Shenzhen City Area. Full article
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23 pages, 1488 KB  
Review
Integrating GIS into Flood Risk Management: A Global South Perspective on Resilience, Planning, and Policy
by Ndudirim Nwogu, Michele Florencia Victoria, Huda Salman and Abiodun Kolawole Oyetunji
Water 2025, 17(21), 3149; https://doi.org/10.3390/w17213149 - 3 Nov 2025
Viewed by 652
Abstract
Flooding is one of the most frequent and destructive natural disasters worldwide, with intensifying socioeconomic and environmental consequences linked to rapid urbanisation and climate change. This review examines flood risk delineation and assessment in Nigeria within a broader Global South perspective, synthesising evidence [...] Read more.
Flooding is one of the most frequent and destructive natural disasters worldwide, with intensifying socioeconomic and environmental consequences linked to rapid urbanisation and climate change. This review examines flood risk delineation and assessment in Nigeria within a broader Global South perspective, synthesising evidence from peer-reviewed studies that employ remote sensing, GIS-based techniques, and multi-criteria decision analysis. The analysis reveals persistent challenges that undermine effective flood risk management, including incompatible datasets, limited stakeholder participation, and inadequate integration with formal planning systems. To address these gaps, the study introduces the GIS-Integrated Flood Risk Management (GIFRM) Framework, a conceptual model that integrates high-resolution risk mapping, adaptive infrastructure design, sustainable urban planning, and participatory governance. GIFRM advances resilience discourse beyond hazard mapping, offering a practical bridge between science, policy, and implementation by aligning technical geospatial analysis with actionable planning solutions. Comparative case insights from flood-prone countries such as Bangladesh, India, and Kenya highlight transferable strategies, including community-led data integration, modular infrastructure approaches, and localised zoning reforms. The review concludes by critically examining the operational disconnect between advanced geospatial risk assessment and its application in resource-limited, rapidly urbanising settings. It reframes flood risk assessment as an interdisciplinary planning tool with global relevance, delivering lessons for disaster preparedness, urban sustainability, and climate resilience. In the face of escalating hydrometeorological extremes, this research offers applied strategies for embedding GIS technologies into adaptive policy frameworks, positioning flood risk management as a core driver of sustainable development. Full article
(This article belongs to the Section Urban Water Management)
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20 pages, 857 KB  
Systematic Review
Enablers, Barriers and Systems for Organizational Change for Adopting and Implementing Local Governments’ Climate Mitigation Strategies: A Systematic Literature Review
by Mark Goudsblom and Amelia Clarke
Climate 2025, 13(11), 228; https://doi.org/10.3390/cli13110228 - 2 Nov 2025
Viewed by 538
Abstract
By 2050, the global population will be predominantly living in urban areas, and climate change mitigation planning will be crucial for addressing the climate emergency. Local governments are well-positioned to lead in adopting effective climate mitigation strategies. This systematic literature review examines the [...] Read more.
By 2050, the global population will be predominantly living in urban areas, and climate change mitigation planning will be crucial for addressing the climate emergency. Local governments are well-positioned to lead in adopting effective climate mitigation strategies. This systematic literature review examines the barriers, enablers, and systems that local governments will need to consider when implementing climate mitigation and strategies. A search across Scopus, Web of Science, and ProQuest databases yielded 411 results, from which 28 articles were selected for detailed analysis. Using Covidence and NVivo 14 software, the study employed a combination of deductive and inductive coding to identify key themes. The study identified themes specific to enablers, such as technology, collaboration, leadership, and management culture, as well as barrier themes, including short-term thinking, uncertainty avoidance, lack of knowledge among decision-makers, resource shortages, and organizational challenges. The findings underscore the importance of addressing organizational issues and allocating appropriate resources to bolster local-level systems change in support of climate change mitigation efforts. Full article
(This article belongs to the Collection Adaptation and Mitigation Practices and Frameworks)
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32 pages, 2010 KB  
Systematic Review
Digitalization in Sustainable Transportation Operations: A Systematic Review of AI, IoT, and Blockchain Applications for Future Mobility
by Mohammad Abul Kashem, Mohammad Shamsuddoha and Tasnuba Nasir
Future Transp. 2025, 5(4), 157; https://doi.org/10.3390/futuretransp5040157 - 2 Nov 2025
Viewed by 784
Abstract
Despite increasing interest in AI, IoT, and blockchain for sustainable transportation, existing reviews remain fragmented—focusing on single technologies, descriptive benefits, or narrow applications—without providing an integrated synthesis across domains. This study conducts a systematic literature review (SLR) following the PRISMA 2020 guidelines and [...] Read more.
Despite increasing interest in AI, IoT, and blockchain for sustainable transportation, existing reviews remain fragmented—focusing on single technologies, descriptive benefits, or narrow applications—without providing an integrated synthesis across domains. This study conducts a systematic literature review (SLR) following the PRISMA 2020 guidelines and a bibliometric analysis of 102 peer-reviewed papers to provide the concurrent integrative synthesis of AI, IoT, and blockchain in enabling sustainable transport. Data were drawn from Scopus, Web of Science, PubMed, Semantic Scholar, and Google Scholar, and analyzed using VOSviewer to identify research clusters, emerging themes, and knowledge gaps. The results reveal three thematic clusters: smart traffic systems for congestion management, sustainable logistics and supply chains, and data-driven urban governance. Across these clusters, AI is more mature in predictive modeling, IoT remains fragmented in interoperability, and blockchain is still at a pilot stage with governance and scalability issues. The analysis highlights synergies (e.g., AI–IoT integration for real-time optimization) and persistent challenges (e.g., standardization, data security). This review contributes a strategic research roadmap linking bibliometric hotspots with policy and practice implications. By explicitly identifying gaps in governance, interoperability, and cross-domain integration, the study offers actionable directions for both researchers and policymakers to accelerate digital transitions in transport. Full article
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21 pages, 4249 KB  
Article
Typology-Specific Gaps in Building Fire Safety: A Scientometric Review of Technologies, Functions, and Research Trends
by Fatma Kürüm Varolgüneş
Fire 2025, 8(11), 423; https://doi.org/10.3390/fire8110423 - 31 Oct 2025
Viewed by 634
Abstract
Fires remain a critical threat to the resilience and safety of the built environment, yet current research is often fragmented across building types, technologies, and functions. This study investigates typology-specific gaps in fire safety by conducting a scientometric review of peer-reviewed articles published [...] Read more.
Fires remain a critical threat to the resilience and safety of the built environment, yet current research is often fragmented across building types, technologies, and functions. This study investigates typology-specific gaps in fire safety by conducting a scientometric review of peer-reviewed articles published between 2010 and 2025. Following a PRISMA-guided protocol, a total of 83 studies indexed in the Web of Science were systematically screened and analyzed using VOSviewer (v1.6.19) and the R-based Bibliometrix package (version 4.2.1). The dataset was classified according to building typologies, fire safety functions—detection, suppression, and evacuation—and applied technologies such as BIM, simulation platforms, and AI-based models. The results show a strong research bias toward evacuation modeling in high-rise and general-purpose buildings, while critical typologies including healthcare facilities, heritage structures, and informal settlements remain underexplored. Suppression systems and real-time detection technologies are rarely integrated, and technological applications are often fragmented rather than interoperable. A conceptual matrix is proposed to align tools with typology-specific risk profiles, highlighting mismatches between research priorities and building functions. These findings emphasize the need for integrated, data-driven, and context-sensitive fire safety strategies that bridge methodological innovation with practical application, offering a roadmap for advancing resilient and adaptive fire safety in diverse urban settings. Full article
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21 pages, 4212 KB  
Article
A Low-Cost Detection Method for Acoustic Defects in Building Components: Compressed Nearfield Acoustic Holography
by Chenxi Yang, Hongwei Wang, Qiaochu Wang and Shujie Li
Acoustics 2025, 7(4), 69; https://doi.org/10.3390/acoustics7040069 - 30 Oct 2025
Viewed by 244
Abstract
The accurate diagnosis of acoustic defects and the precise assessment of the performance of building components are highly dependent on massive amounts of sampling data. In this study, we try to combine the compressed sensing theory with the nearfield acoustic holographic sound insulation [...] Read more.
The accurate diagnosis of acoustic defects and the precise assessment of the performance of building components are highly dependent on massive amounts of sampling data. In this study, we try to combine the compressed sensing theory with the nearfield acoustic holographic sound insulation measurement method and introduce a noise reduction algorithm so as to realize the sound pressure distribution accuracy similar to that of the conventional sampling under low-density data conditions. Numerical simulation results show that the reconstruction error of the method proposed in this paper is only 8.21% higher than that of the complete sampling under the condition of 20% sampling rate, and the reconstruction error is only 2.50% higher than that of the complete sampling under the condition of 40% sampling rate. The reconstruction error under 50% sampling rate and 6.65 dB SNR is only 4.81% higher than the complete sampling, which is basically consistent with the numerical simulation; the sound insulation is only 1 dB lower than that measured by the sound pressure method, and the acoustic defects of the components can basically be identified. The results of this study have a positive significance in simplifying the process of sound insulation measurement in most scenarios. Full article
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