Transportation Research Interdisciplinary Perspectives最新文献

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Review of sustainability assessments in city logistics from holistic perspective: critical insights, gaps, and future directions 从整体角度回顾城市物流的可持续性评估:关键见解、差距和未来方向
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101603
Thant Zin Aung , Trakarn Prapaspongsa , Adriana Saraceni , Diogo Cotta , Nawatch Surinkul , Shabbir H. Gheewala
{"title":"Review of sustainability assessments in city logistics from holistic perspective: critical insights, gaps, and future directions","authors":"Thant Zin Aung ,&nbsp;Trakarn Prapaspongsa ,&nbsp;Adriana Saraceni ,&nbsp;Diogo Cotta ,&nbsp;Nawatch Surinkul ,&nbsp;Shabbir H. Gheewala","doi":"10.1016/j.trip.2025.101603","DOIUrl":"10.1016/j.trip.2025.101603","url":null,"abstract":"<div><div>The existing reviews of sustainability assessments in city logistics are limited in terms of research applications and assessment methods being considered. Comprehensive review from holistic perspective is crucial and missing. This research aimed to offer comprehensive and critical research insight, identify gaps, and propose future directions by analyzing and synthesizing the complete research spectrum of city logistics sustainability assessment. Systematic literature review with iterative approach was applied and 299 articles from Scopus and Web of Science databases were selected and reviewed through content analysis. Results revealed that “transport” and “collaboration” were the most addressed research themes whereas “infrastructure” was the least investigated. Regarding the method practices, findings indicated the prevalence of “indicator system” method group in almost all research themes, except “transport” and “planning” in which “performance evaluation model” and “multi-criteria decision-making” method groups were preferred. As for sustainability coverage, “abiotic”, “resource”, “cost”, and “society” related aspects of sustainability were commonly addressed among studies whereas “biotic”, “earning”, and “city” related aspects were often neglected. In terms of indicator selection, results pointed out the heterogeneity and lack of consensus among studies under current research practices. Through in-depth review analysis, this study proposed comprehensive indicator framework for researchers to provide guidance on future indicator selection processes, offered critical literature insight into existing city logistics sustainability initiatives and their effects on city logistics sustainability for policy makers to consider trade-offs among various initiatives for better decision-making processes, and identified gaps and the way forwards to assist researchers for further advancing the research domain.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101603"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145045301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A context-sensitive roadway classification framework for speed limit setting in the US 美国限速设置的上下文敏感道路分类框架
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101621
Cheng-Kai Hsu , Melody Tsao , Marcel E. Moran , Julia B. Griswold , Robert J. Schneider , John M. Bigham
{"title":"A context-sensitive roadway classification framework for speed limit setting in the US","authors":"Cheng-Kai Hsu ,&nbsp;Melody Tsao ,&nbsp;Marcel E. Moran ,&nbsp;Julia B. Griswold ,&nbsp;Robert J. Schneider ,&nbsp;John M. Bigham","doi":"10.1016/j.trip.2025.101621","DOIUrl":"10.1016/j.trip.2025.101621","url":null,"abstract":"<div><div>In the US, speed limit setting (SLS) procedures have historically relied on driver-behavior-based methods, such as the 85th percentile speed, which are considered objective and allow for consistent application. However, this approach has notable shortcomings, including drivers’ tendency to underestimate their speeds, speed creep, and insufficient consideration of vulnerable road users, which may conflict with the Safe System Approach and Vision Zero initiatives endorsed by the USDOT (US Department of Transportation). In contrast, context-sensitive approaches, which classify roads based on roadway typologies, have been developed in countries like New Zealand, Sweden, the Netherlands, and Australia. While effective, these approaches have largely been applied outside the US, leaving many US roads with speed limits that may not fit their surroundings or adequately address pedestrian and cyclist safety. Drawing on New Zealand’s One Network Framework, we developed a US-based, context-sensitive roadway classification framework for urban and suburban areas that incorporates “<em>Place,”</em> which captures surrounding land uses and locational contexts, and “<em>Movement,</em>” which relates to the road’s transport function. Using nationally available data from the Smart Location Database (SLD) and the Highway Performance Monitoring System (HPMS), we evaluated our roadway classification framework through internal reviews by our research team and external interviews with state-level practitioners, uncovering both opportunities and challenges in adopting a context-sensitive SLS approach in the US. Our findings demonstrate the feasibility of creating an objective context-sensitive roadway classification in the US and offer insights for developing new speed-limit guidance aligned with the Safe System framework.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101621"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145007556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing rider safety through personal protective equipment: investigating the influence of powered two-wheeler styles on the performance of the belted safety jacket 通过个人防护装备提高骑车人的安全:调查动力两轮车款式对安全带安全夹克性能的影响
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101614
A. Perticone, D. Barbani, N. Baldanzini
{"title":"Enhancing rider safety through personal protective equipment: investigating the influence of powered two-wheeler styles on the performance of the belted safety jacket","authors":"A. Perticone,&nbsp;D. Barbani,&nbsp;N. Baldanzini","doi":"10.1016/j.trip.2025.101614","DOIUrl":"10.1016/j.trip.2025.101614","url":null,"abstract":"<div><h3>Objective</h3><div>According to the World Health Organization, approximately 28 % of global road deaths are sustained by riders. This study contributes to bridging the existent safety gap between car drivers and riders by assessing the influence of Powered Two-Wheeler (PTW) styles on the performance of a new piece of personal protective equipment (PPE) for riders. The tested PPE is a device concept called Belted Safety Jacket (BSJ), comprised of a vest with safety belts to provide increased safety by restricting the rider’s movements during crashes.</div></div><div><h3>Method</h3><div>Three PTWs with different styles were modeled in a multi-body environment: sport-touring, scooter, and sport. The MADYMO MATD dummy was selected for the rider, and the GeoMetro car model was the opposing vehicle. Twenty-five crash configurations of the ISO 13232 database were reproduced in the virtual environment. Five biomechanical indices estimated the injuries in four body regions: head, neck, chest, and lower extremities. Two sets of simulations were run without and with the BSJ for a comparative assessment. The first set identified the influence of PTW styles on crash outcomes, while the second on BSJ performance.</div></div><div><h3>Results</h3><div>Serious injuries (AIS3+) occurred predominantly at high relative speed (<em>&gt; 40.5 km/h</em>) but involved different body regions depending on the PTW. The scooter showed more severe injuries to the chest and less severe to the head, while sport and sport-touring acted similarly with more serious injuries to the head. After introducing the BSJ, AIS3+ injuries were eliminated below 40.5 km/h and significantly reduced up to 81.0 km/h. Overall, the BSJ reduced AIS3+ injuries in frontal and lateral crashes by 74 % and 59 %, respectively, and specifically, the BSJ canceled such injuries for the sport in frontal crashes and the scooter in laterals, while the sport-touring maintained similar reductions (-60 % in frontals and -67 % in laterals). The BSJ performance was, therefore, not negatively affected by the PTW style, demonstrating high protection potential for every rider with more average benefit obtained than risk.</div></div><div><h3>Conclusions</h3><div>This study evidenced no influence of the PTW style on the BSJ performance besides the inherent differences the styles entail on the riders’ injury outcomes.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101614"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144932723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tradable credit scheme for mobility management: state of the art and comparison of theoretical and experimental research 交通管理中的可交易信用方案:理论与实验研究的现状与比较
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101611
Giovanni Albano , Konstantinos Mattas , Andromachi Mourtzouchou , Ravi Seshadri , Bat-hen Nahmias-Biran , Carlos Lima Azevedo , Biagio Ciuffo
{"title":"Tradable credit scheme for mobility management: state of the art and comparison of theoretical and experimental research","authors":"Giovanni Albano ,&nbsp;Konstantinos Mattas ,&nbsp;Andromachi Mourtzouchou ,&nbsp;Ravi Seshadri ,&nbsp;Bat-hen Nahmias-Biran ,&nbsp;Carlos Lima Azevedo ,&nbsp;Biagio Ciuffo","doi":"10.1016/j.trip.2025.101611","DOIUrl":"10.1016/j.trip.2025.101611","url":null,"abstract":"<div><div>A Tradable Credit Scheme for mobility management (TCS) represents a cutting-edge instrument to manage the transport demand and combat traffic congestion. In a TCS, a central authority, such as a municipality, distributes a certain number of credits to potential travellers within a network and charges them credit-based tariffs according to their mobility choices; travellers who save credits can profit by selling their unused credits to other travellers. Compared to other demand management strategies, such as pricing or odd–even plate rationing schemes, TCSs can be more equity-oriented and more likely to be accepted by public opinion, putting them under the research community’s focus in the last decade. In this regard, numerous TCS design frameworks have been proposed. Moreover, first experiments have been conducted, assessing the effectiveness of TCSs in practice and bringing the TCS concept closer to real-world application, though full-scale implementation is yet to be realized.</div><div>In the present review we thoroughly examine all the elements and actors of a TCS, and re-evaluate the research efforts in light of recent experiments. A wide variety of assumptions and design decisions emerged from the literature, revealing tendencies in terms of role of the Central Authority, user characterization, network considered, charging and allocation strategies, and market type. At the same time, gaps were identified in relation to user identification, behavioural response, allocation frequency, and credit trading. Finally, the comparison between experimental and theoretical studies showed differences in terms of network considered, demand representation, charging strategy and credit market.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101611"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144922923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Contribution of new mobility services to achieving key sustainability goals and the role of social trends in fostering their adoption 新的流动服务对实现关键可持续发展目标的贡献,以及社会趋势在促进采用这些服务方面的作用
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101630
Diana Naranjo, Juan Nicolas Gonzalez, Laura Garrido, Thais Rangel, Jose Manuel Vassallo
{"title":"Contribution of new mobility services to achieving key sustainability goals and the role of social trends in fostering their adoption","authors":"Diana Naranjo,&nbsp;Juan Nicolas Gonzalez,&nbsp;Laura Garrido,&nbsp;Thais Rangel,&nbsp;Jose Manuel Vassallo","doi":"10.1016/j.trip.2025.101630","DOIUrl":"10.1016/j.trip.2025.101630","url":null,"abstract":"<div><div>New Mobility Services (NMS), such as shared mobility, ride-hailing, ride-sharing, and demand-responsive transport, have emerged as innovative solutions for meeting travel needs. However, there is a lack of studies that consolidate stakeholder perspectives to jointly determine where efforts should be prioritized for maximizing sustainability benefits and strengthening NMS demand. This research identifies stakeholders’ expectations about the role of NMS in achieving key sustainability goals and how social trends influence the NMS demand. To that end, a survey was conducted. Employing an Importance-Performance Analysis methodology, each key goal and social trend is evaluated across different stakeholders. Findings reveal a shared view regarding the positive contribution of NMS for environmental goals, though opinions on economic goals vary among stakeholders. Furthermore, social trends such as detachment from car ownership, environmental concerns, and aging populations may influence NMS adoption. This study consolidates stakeholders’ insights and provides key findings for decision-makers involved in NMS.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101630"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145045299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Can government intervention correct and adjust resource misallocation of infrastructure: Evidence from toll expressway of China 政府干预能否纠正和调整基础设施的资源错配:来自中国收费高速公路的证据
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101629
Pengrui Bai , Zhiyu Ma , Lufeng Tian
{"title":"Can government intervention correct and adjust resource misallocation of infrastructure: Evidence from toll expressway of China","authors":"Pengrui Bai ,&nbsp;Zhiyu Ma ,&nbsp;Lufeng Tian","doi":"10.1016/j.trip.2025.101629","DOIUrl":"10.1016/j.trip.2025.101629","url":null,"abstract":"<div><div>How the government guides the allocation of infrastructure resources has gained attention in recent years as more countries recognize the importance of competent government and efficient market. Most research on the misallocation has only qualitatively considered the negative effects of government intervention on capital or labor. Actually, the structure of mileage scale is more important in the process of transportation resource allocation. To examine the characteristics of resource misallocation in China’s toll expressway sector and clarify the effects of government intervention on such misallocation, we first quantified three misallocations. Employing a dynamic panel model and moderating effect model, we investigated the internal mechanisms of government intervention on resource misallocation in China’s expressway sector. Empirical results revealed four key results. (1) Toll expressways have serious resource misallocation. Government intervention corrects these misallocations, especially mileage scale structure. (2) The corrected effect of government intervention on misallocation shows a significant heterogeneity. Government intervention has a more corrective effect for the operating toll expressways, companies and areas with excessive allocation of toll expressway resources, eastern regions of China. (3) Industrial agglomeration plays a dynamic regulatory role in the process of government intervention to correct misallocation. At an optimal level, government intervention facilitates the ameliorate of misallocation. (4) The same role also exists in factor marketization strengthening the correction. However, the corrective effect of government intervention has a critical value. This study’s insights into government intervention’s effects on resource misallocation in China’s expressway sector lay a critical foundation for enhancing resource efficiency and fostering high-quality infrastructure development.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101629"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145045300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving mobility: Evaluating demand responsive transport (DRT) services for retirement communities in Santa Clara County, California 改善机动性:评估加利福尼亚州圣克拉拉县退休社区的需求响应交通(DRT)服务
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101617
Steven D. Silver
{"title":"Improving mobility: Evaluating demand responsive transport (DRT) services for retirement communities in Santa Clara County, California","authors":"Steven D. Silver","doi":"10.1016/j.trip.2025.101617","DOIUrl":"10.1016/j.trip.2025.101617","url":null,"abstract":"<div><div>We address alternatives in local transportation service offerings to members of retirement communities. A continuing policy dialogue on serving the transportation needs of our retirement-aged citizens has directed attention to demand-responsive services. Our design measures contemporaneous effects of the contrast between fixed schedule (Fixed) service and demand-responsive transport (DRT) on the use of public transportation in retirement communities of Santa Clara County, California, that are closely matched in demographic profiles of residents and geographic location. We supplement the between-subject measure of public transportation usage under the fixed schedule and DRT service offerings with a measure of travel-related subjective well-being (STS) as a within-subject variable for the four most recent trips of respondents. Our results indicate that the community with DRT service had significantly higher public transportation usage and STS ratings than the community with fixed service schedules. Evaluations of the service provider (VTA) from DRT community members trended higher but were not significantly different across each item measured in the scale. As we indicate, these results support methodological refinements and policy dialogue on the benefits of DRT relative to its costs under efficient scheduling.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101617"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144932725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Environmental leapfrogging: Paths and strategies to decarbonise transport in Ethiopia 环境跨越:埃塞俄比亚脱碳运输的路径和战略
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101613
Mulugeta Getu Sisay
{"title":"Environmental leapfrogging: Paths and strategies to decarbonise transport in Ethiopia","authors":"Mulugeta Getu Sisay","doi":"10.1016/j.trip.2025.101613","DOIUrl":"10.1016/j.trip.2025.101613","url":null,"abstract":"<div><div>Carbon dioxide emissions from passenger transportation are increasing worldwide and especially in developing countries (DCs). Maintaining a conventional approach to transportation, which is resource-intensive and environmentally damaging, and pursuing incremental emission reductions is no longer sufficient to achieve sustainable transport in DCs. Thus, in developing countries, incremental transport decarbonisation strategies, often based on regulation of the automotive sector, cannot address the complexity of transport emissions and meet the ever-growing demand for mobility. Transport systems in developing countries are not yet tied to a carbon-intensive and car-centric system, but the trend is increasingly moving in this direction. This offers the possibility of “environmental leapfrogging”, a path or process adopted by latecomers to surpass the carbon-intensive and car-centric paths pursued by others. Leapfrogging in the transport sector, defined in this paper as any low-carbon and locally relevant mode of transportation adopted by latecomers, is thus an alternative pathway for developing countries. Using Ethiopia as a case study and data obtained through document analysis, interviews and observation, this paper discusses the prospects of developing countries towards a sustainable low-carbon transportation system. The adoption of active and public transportation and the integration of transport networks are fundamental components of this system. Electric vehicles, commonly associated with leapfrogging, offer further potential in the medium to long term. However, several political, economic and institutional obstacles need to be overcome. This would require the development of clear strategies and instruments, the strengthening of the institutional framework and expanding levellers (such as knowledge and innovation centers and local enterprsies).</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101613"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144932724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applying an ABM-LCA framework for analysing the impacts of shared automated electric vehicles across large-scale scenarios 应用ABM-LCA框架分析共享自动电动汽车在大规模场景下的影响
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101623
Mariana Vilaça , Gonçalo Homem de Almeida Correia , Margarida C. Coelho
{"title":"Applying an ABM-LCA framework for analysing the impacts of shared automated electric vehicles across large-scale scenarios","authors":"Mariana Vilaça ,&nbsp;Gonçalo Homem de Almeida Correia ,&nbsp;Margarida C. Coelho","doi":"10.1016/j.trip.2025.101623","DOIUrl":"10.1016/j.trip.2025.101623","url":null,"abstract":"<div><div>Amidst the pressing need for sustainable transportation, Shared Automated Electric Vehicles (SAEVs) emerge as an increasingly explored solution with the potential to revolutionize mobility. Yet, understanding the environmental impacts of operating this mobility solution at different scales remains sparse. This study addresses this by integrating Agent-Based Modelling (ABM) and Life Cycle Assessment (LCA) to assess the environmental impacts of SAEVs at municipal, subregional and regional scales. ABM simulates travellers’ behaviour and SAEVs deployment strategies, yielding dynamic patterns along a typical day, while LCA provides a structured framework for assessing the life cycle environmental impacts. This process involves creating an ABM that reflects a representative mobility scenario, and a modified ABM scenario where private car and bus trips are replaced with SAEV services. The analysis extends the different scales, providing both short-term and long-term perspectives on LCA impacts. Findings revealed significant reductions in global warming potential (up to 91%), but challenges include increased operational intensity, human toxicity (up to 240%), and mineral resource scarcity (up to 229%). Vehicle kilometres travelled, and fleet replacement needs are key factors influencing long-term environmental impacts. Larger-scale implementation yields greater environmental benefits compared to smaller-scale deployment.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101623"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145004133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
State-of-the-art review of unmanned aerial vehicles (UAVs) and artificial intelligence (AI) for traffic and safety analyses: Recent progress, applications, challenges, and opportunities 用于交通和安全分析的无人机(uav)和人工智能(AI)的最新综述:最新进展、应用、挑战和机遇
IF 3.8
Transportation Research Interdisciplinary Perspectives Pub Date : 2025-09-01 DOI: 10.1016/j.trip.2025.101591
Lubna Obaid , Khaled Hamad , Rami Al-Ruzouq , Saleh Abu Dabous , Karim Ismail , Emran Alotaibi
{"title":"State-of-the-art review of unmanned aerial vehicles (UAVs) and artificial intelligence (AI) for traffic and safety analyses: Recent progress, applications, challenges, and opportunities","authors":"Lubna Obaid ,&nbsp;Khaled Hamad ,&nbsp;Rami Al-Ruzouq ,&nbsp;Saleh Abu Dabous ,&nbsp;Karim Ismail ,&nbsp;Emran Alotaibi","doi":"10.1016/j.trip.2025.101591","DOIUrl":"10.1016/j.trip.2025.101591","url":null,"abstract":"<div><div>This review comprehensively examines the intersection of Unmanned Aerial Vehicles (UAVs) and Artificial Intelligence (AI) in traffic and safety analyses, addressing their transformative impact on traffic monitoring, safety assessment, and environmental studies. By systematically analyzing over 315 scholarly works from 2009 to 2024, this review highlights the evolution from traditional data collection methods to UAV-enabled systems enhanced by advanced AI algorithms. The findings reveal UAVs’ significant contributions to traffic operations monitoring, safety evaluations, and special environmental applications, demonstrating enhanced efficiency in collecting, analyzing, and interpreting high-resolution traffic data. For instance, UAVs have improved traffic flow estimation accuracy by over 20%, enabled detailed safety conflict analysis through surrogate safety measures like Time-to-Collision (TTC), and facilitated data collection protocols optimized for diverse facility types, including intersections and roundabouts. Key challenges, such as data privacy, integration with existing systems, and weather-related limitations, are critically discussed. The review identifies future research directions, emphasizing the potential for autonomous UAV operations, ethical frameworks, and cost-effective scaling. Ultimately, this review underscores UAVs and AI as pivotal technologies reshaping traffic analysis, enabling smarter, safer, and more sustainable transportation systems.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"33 ","pages":"Article 101591"},"PeriodicalIF":3.8,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144920130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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