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Using ANPR data to create an anonymized linked open dataset on urban bustle. 利用 ANPR 数据创建有关城市繁华程度的匿名链接开放数据集。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-04-24 DOI: 10.1186/s12544-022-00538-1
Brecht Van de Vyvere, Pieter Colpaert

ANPR cameras allow the automatic detection of vehicle license plates and are increasingly used for law enforcement. However, also statistical data generated by ANPR cameras are a potential source of urban insights. In order for this data to reach its full potential for policy-making, we research how this data can be shared in digital twins, with researchers, for a diverse set of machine learning models, and even Open Data portals. This article's key objective is to find a way to anonymize and aggregate ANPR data in a way that it still can provide useful visualizations for local decision making. We introduce an approach to aggregate the data with geotemporal binning and publish it by combining nine existing data specifications. We implemented the approach for the city of Kortrijk (Belgium) with 43 ANPR cameras, developed the ANPR Metrics tool to generate the statistical data and dashboards on top of the data, and tested whether mobility experts from the city could deduct valuable insights. We present a couple of insights that were found as a result, as a proof that anonymized ANPR data complements their currently used traffic analysis tools, providing a valuable source for data-driven policy-making.

ANPR 摄像机可自动检测车辆牌照,并越来越多地用于执法。然而,ANPR 摄像机生成的统计数据也是城市见解的潜在来源。为了充分发挥这些数据在政策制定方面的潜力,我们研究了如何在数字孪生中与研究人员共享这些数据,以用于各种机器学习模型,甚至开放数据门户。本文的主要目标是找到一种匿名化和聚合 ANPR 数据的方法,使其仍能为地方决策提供有用的可视化信息。我们介绍了一种利用地理时空分档聚合数据的方法,并通过结合现有的九种数据规范来发布数据。我们在比利时科特赖克市(Kortrijk)的 43 个 ANPR 摄像机上实施了这种方法,开发了 ANPR Metrics 工具来生成统计数据和数据之上的仪表盘,并测试了该市的交通专家是否能从中得出有价值的见解。我们介绍了其中发现的一些见解,证明匿名 ANPR 数据与他们目前使用的交通分析工具相辅相成,为数据驱动的政策制定提供了宝贵的资源。
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引用次数: 0
Shared mobility services: an accessibility assessment from the perspective of people with disabilities. 共享移动服务:从残疾人的角度进行无障碍评估。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-07-25 DOI: 10.1186/s12544-022-00559-w
Anne Goralzik, Alexandra König, Laura Alčiauskaitė, Tally Hatzakis

Introduction: Shared on-demand mobility services emerge at a fast pace, changing the landscape of public transport. However, shared mobility services are largely designed without considering the access needs of people with disabilities, putting these passengers at risk of exclusion. Recognising that accessibility is best addressed at the design stage and through direct participation of persons with disabilities, the objective of this study was to explore disabled users' views on the following emerging shared mobility services: (a) ride pooling, (b) microtransit, (c) motorbike taxis, (d) robotaxis, (f) e-scooter sharing, and (g) bike sharing.

Methodolgy: Using an online mobility survey, we sampled disabled users' (1) views on accessibility, (2) use intention, and (3) suggestions for improving accessibility. The results reflect the responses of 553 individuals with different types of disabilities from 21 European countries.

Results: Projected accessibility and use intention were greatest for microtransit, robotaxis, and ride pooling across different disabilities. In contrast, motorbike taxis, e-scooter sharing, and bike sharing were viewed as least accessible and least attractive to use, especially by persons with physical, visual, and multiple disabilities. Despite differences in projected accessibility, none of the shared mobility services would fulfil the access needs of disabled persons in their current form. Suggestions for increasing the accessibility of these services included (a) an ondemand door-to-door service, (b) an accessible booking app, (c) real-time travel information, and (d) the necessity of accommodating wheelchairs.

Conclusions: Our findings highlight the need for improving both vehicles and service designs to cater for the access needs of persons with disabilities and provide policymakers with recommendations for the design of accessible mobility solutions.

引言按需共享交通服务的出现速度很快,改变了公共交通的面貌。然而,共享交通服务在设计时大多没有考虑到残疾人的无障碍需求,使这些乘客面临被排斥的风险。考虑到无障碍问题最好在设计阶段并通过残疾人的直接参与来解决,本研究旨在探讨残疾人用户对以下新兴共享交通服务的看法:(a) 拼车、(b) 微型公交、(c) 摩托车出租车、(d) 机器人出租车、(f) 电动滑板车共享和(g) 自行车共享:通过在线移动调查,我们抽样调查了残疾人用户(1)对无障碍环境的看法、(2)使用意向和(3)对改善无障碍环境的建议。结果反映了来自 21 个欧洲国家的 553 名不同类型残疾人的回答:结果:在不同残疾类型中,微型公交、机器人出租车和拼车的预计无障碍程度和使用意向最高。相比之下,摩托车出租车、电动滑板车共享和自行车共享被认为最不方便使用,使用吸引力也最小,尤其是对肢体残疾、视力残疾和多重残疾人士而言。尽管在预计的无障碍程度上存在差异,但没有一项共享交通服务能以目前的形式满足残疾人的无障碍需求。提高这些服务无障碍程度的建议包括:(a)按需提供门到门服务;(b)无障碍预订应用程序;(c)实时出行信息;(d)为轮椅提供便利的必要性:我们的研究结果强调了改进车辆和服务设计以满足残疾人无障碍需求的必要性,并为政策制定者提供了设计无障碍交通解决方案的建议。
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引用次数: 0
Changing tracks: identifying and tackling bottlenecks in European rail passenger transport. 改变轨道:发现并解决欧洲铁路客运的瓶颈问题。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-03-18 DOI: 10.1186/s12544-022-00530-9
Frank Witlox, Tim Zwanikken, Linde Jehee, Barth Donners, Wijnand Veeneman

For Europe's urban agglomerations to be economically competitive, it is vital that international destinations be easily accessible. Although much has been invested in the construction of European rail infrastructure over the past century, passenger transport by rail has not grown as fast as transport by road and air. So why do people not use international trains more, even though they have an extensive international rail network at their disposal? Based on a series of in-depth interviews with relevant public and private stakeholders and two expert meetings, we identify the main bottlenecks and constraints. In order to understand the complexity of international rail transport, we have divided the existing bottlenecks into four groups corresponding to four layers of the rail transport system: mobility services, transport services, traffic services, and the physical and digital infrastructure. We formulate concrete policy recommendations for improvements to be made in the various components of the rail transport system.

欧洲的城市群要想在经济上具有竞争力,就必须能够方便地到达国际目的地。尽管在过去的一个世纪中,欧洲在铁路基础设施建设方面投入了大量资金,但铁路客运的增长速度却不及公路和航空运输。那么,为什么人们在拥有庞大的国际铁路网络的情况下,却没有更多地使用国际列车呢?根据对相关公共和私人利益相关者的一系列深入访谈以及两次专家会议,我们找出了主要的瓶颈和制约因素。为了了解国际铁路运输的复杂性,我们将现有瓶颈分为四组,分别对应铁路运输系统的四个层面:移动服务、运输服务、交通服务以及物理和数字基础设施。我们为铁路运输系统各组成部分的改进提出了具体的政策建议。
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引用次数: 0
Implications of COVID-19 for future travel behaviour in the rural periphery. COVID-19 对农村周边地区未来出行行为的影响。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-05-25 DOI: 10.1186/s12544-022-00547-0
John D Nelson, Brian Caulfield

Background: The design, management and operation of transport systems is a complex activity and this has only been exacerbated since the onset of the COVID-19 pandemic. Concern has been raised over the likelihood of the public transport sector surviving in some locations given the significant drops in patronage; this is especially so in rural environments where the existing provision was already limited. Furthermore, within the growing literature on the impact of COVID-19 on travel behaviour most of the focus is on urban areas with little documented experience of how rural travel behaviour has been impacted.

Purpose: This paper investigates the impact of COVID-19 on the transport sector and travel behaviour in the rural periphery.

Methods: Drawing on the work of the International Transport Forum (ITF) Working Group on Innovative Mobility for the Periphery, augmented by additional evidence and findings from the literature, this paper addresses three specific questions: Firstly, how COVID-19 has affected rural mobility. Secondly, how we can plan for sustainable rural transport solutions in the post-COVID world. Thirdly, the longer-term impacts of COVID-19 with implications for mobility.

Results: There will be substantial impacts from COVID-19 on rural societies and while the short-term impacts have been negative, in the longer-term there may be opportunity for changed mobility behaviours (including in response to modified work and activity patterns). Evidence suggests that it would seem likely that there are opportunities to foster new rural mobility solutions to support sustainable mobility (including Mobility-as-a-Service) and counter the traditionally fragmented transport base; this will be important as we learn to live with COVID-19.

Conclusions: While recognising the impact of changing funding priorities and the possible shift in economic activity as a result of the pandemic we conclude with suggestions for future rural transport policy.

背景:交通系统的设计、管理和运营是一项复杂的工作,自 COVID-19 大流行以来,这项工作变得更加复杂。由于乘客量大幅下降,一些地方的公共运输部门能否生存下去已引起人们的关注;特别是在农村环境中,现有的服务本来就很有限。此外,关于 COVID-19 对出行行为影响的文献越来越多,其中大部分都集中在城市地区,而农村地区的出行行为如何受到影响却鲜有文献记载。目的:本文研究 COVID-19 对农村周边地区交通部门和出行行为的影响:方法:本文以国际交通论坛(ITF)边缘地区创新交通工作组的工作为基础,并辅以文献中的其他证据和发现,探讨了三个具体问题:首先,COVID-19 如何影响农村交通。第二,在后 COVID 时代,我们如何规划可持续的农村交通解决方案。第三,COVID-19 对流动性的长期影响:结果:COVID-19 将对农村社会产生重大影响,虽然短期影响是负面的,但从长远来看,可能会有机会改变流动行为(包括改变工作和活动模式)。有证据表明,似乎有机会促进新的农村交通解决方案,以支持可持续交通(包括交通即服务),并对抗传统的分散交通基础;这在我们学习如何与 COVID-19 共同生活的过程中将是非常重要的:在认识到资金优先级变化的影响以及大流行病可能导致的经济活动转移的同时,我们最后对未来的农村交通政策提出了建议。
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引用次数: 0
Investigation of empty container shortage based on SWARA-ARAS methods in the COVID-19 era. COVID-19 时代基于 SWARA-ARAS 方法的空集装箱短缺调查。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-03-21 DOI: 10.1186/s12544-022-00531-8
Arda Toygar, Umut Yildirim, Gani Mustafa İnegöl

A shortage of empty containers has become a global crisis with more devastating effects than during previous periods when combined with various problems arising from the COVID-19, such as an increase in an imbalance of global trade between supply and demand, a decrease in the workforce, and restrictions by countries or regional quarantine practices. The absence of empty containers in regions where they are needed slows down industrial activities and locks the global supply networks, necessitating the use of alternative methods that are inefficient. Although this shortage causes many disruptions in global trade, solutions to the issue have not been studied in detail. Therefore, the aim of this study was to determine the issues caused by the shortage of empty containers and to rank the appropriate solutions. Four main criteria and sixteen subcategories used to define the issues, as well as a multi criteria decision model comprising five criteria for the solutions, were proposed based on information from the literature, sectorial publications, and expert opinions. The issues' weighted order of importance in our proposed model was calculated using the SWARA (Step-wise Weight Assessment Ratio Analysis) method; solutions were ranked using the ARAS (Additive Ratio Assessment) method. The results of the study revealed that the issues were ranked in importance as cost increases, uncertainty in the supply chain, volume loss, and increases in blank sailing announcements. Appropriate solutions were ranked as booking guarantee applications and information communication technologies, using shipper-owned containers, inducement calls, and E2E (end to end) delivery services.

空集装箱短缺已成为一场全球性危机,如果再加上 COVID-19 带来的各种问题,如全球 贸易供需失衡加剧、劳动力减少、国家或地区检疫做法的限制等,其破坏性影响比以往任何 时候都要大。由于需要空集装箱的地区没有空集装箱,工业活动放缓,全球供应网络受阻,不得不使用效率低下的替代方法。尽管这种短缺给全球贸易造成了许多干扰,但对这一问题的解决方案却没有进行详细研究。因此,本研究旨在确定空集装箱短缺造成的问题,并对适当的解决方案进行排序。根据文献、行业出版物和专家意见中的信息,提出了用于界定问题的四个主要标准和十六个子类别,以及一个由五个解决方案标准组成的多标准决策模型。我们采用 SWARA(逐步加权评估比率分析)方法计算了所提模型中问题的加权重要性顺序;采用 ARAS(加法比率评估)方法对解决方案进行了排序。研究结果表明,问题的重要性排序为成本增加、供应链的不确定性、数量损失和空白航班公告的增加。合适的解决方案包括预订担保应用程序和信息通信技术、使用托运人自有集装箱、诱导性呼叫和 E2E(端到端)交付服务。
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引用次数: 0
The time cost of saving money: detouring and connecting time losses in the virtually interlined European airport network. 省钱的时间成本:欧洲机场网络中几乎相互连接的绕行和转机时间损失。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-06-21 DOI: 10.1186/s12544-022-00551-4
Sarah Meire, Ben Derudder

Virtual interlining, the use of actively marketed self-connecting flight itineraries, is often assumed to be a money-saving air travel strategy. Earlier research on this topic broadly confirmed the money-saving character of virtual interlining, but to date non-monetary costs associated with this price advantage have not yet been systematically examined. In this paper, we address this lacuna by juxtaposing the price advantage of virtual interlining with the potential time costs for the case of indirect flight itineraries in the European airport network. Focusing on those markets where the cheapest virtually interlined itinerary renders a price advantage over its indirect traditional counterpart, we analyse the time cost from two complementary perspectives: (1) connecting time and (2) detour factor. To this end, we query Kiwi.com's Tequila platform to obtain data on all available flight itineraries in the first week of August, October and December 2019. Based on a series of sign tests, we reveal the time costs of saving money: while virtually interlined itineraries render a price advantage compared to their indirect traditional counterparts, they come with a significantly larger connecting time and detour factor. We reflect on possible explanations, and highlight a number of avenues for future research.

Supplementary information: The online version contains supplementary material available at 10.1186/s12544-022-00551-4.

虚拟联程,即使用主动推销的自连航班行程,通常被认为是一种省钱的航空旅行策略。早先的相关研究广泛证实了虚拟联程的省钱特性,但迄今为止,与这种价格优势相关的非货币成本尚未得到系统研究。本文针对这一空白,将虚拟联程的价格优势与欧洲机场网络中间接航班行程的潜在时间成本并列起来。我们将重点放在那些最便宜的虚拟联程航班比传统间接航班更具价格优势的市场上,从两个互补的角度分析时间成本:(1)转机时间和(2)绕行因素。为此,我们查询了 Kiwi.com 的龙舌兰平台,获得了 2019 年 8 月、10 月和 12 月第一周所有可用航班行程的数据。基于一系列符号测试,我们揭示了省钱的时间成本:虽然与间接的传统行程相比,虚拟联程行程具有价格优势,但其转机时间和绕行因素明显增加。我们思考了可能的解释,并强调了未来研究的一些途径:在线版本包含补充材料,可查阅 10.1186/s12544-022-00551-4。
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引用次数: 0
The periodicity and initial evolution of micro-mobility systems: a case study of the docked bike-sharing system in New York City, USA. 微型移动系统的周期性和初始演变:美国纽约市有桩共享单车系统的案例研究。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-06-21 DOI: 10.1186/s12544-022-00549-y
Liye Zhang, Jie Song

Objectives: This study developed an analytical framework that aims at understanding the evolutionary processes of a micro-mobility system (for example, bike-sharing), which offers insights into the transforming nature of a city transport system.

Methods: Firstly, the framework applied a Gaussian Mixture Model to examine the long-term fluctuations of travel demands. Secondly, it investigated the growth trajectories of service points via exponential and logistic growth models. Cumulative connections with other points represented the growth of a service location. An eigendecomposition approach was used to uncover the hidden structures behind the growth curves.

Results: This framework was applied in the docked bike-sharing program in New York City, USA. The results show that there existed periodic patterns of travel demands in the long term. The majority of stations grew rapidly after they began to operate. However, the temporal signatures of stations' growth displayed some variations across different locations.

Conclusion: This proposed workflow can be employed in other cities with similar context to better investigate how micro-mobility systems evolve.

研究目的本研究建立了一个分析框架,旨在了解微型交通系统(如共享单车)的演变过程,从而深入了解城市交通系统的变革本质:方法:首先,该框架采用高斯混合模型来研究出行需求的长期波动。其次,该框架通过指数和逻辑增长模型研究了服务点的增长轨迹。与其他点的累积连接代表了服务点的增长。研究还采用了一种 "多重分解 "方法来揭示增长曲线背后的隐藏结构:该框架被应用于美国纽约市的有桩共享单车项目。结果表明,从长期来看,出行需求存在周期性模式。大多数站点在开始运营后增长迅速。然而,站点增长的时间特征在不同地点表现出一定的差异:结论:这一建议的工作流程可用于其他具有类似背景的城市,以更好地研究微型交通系统是如何发展的。
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引用次数: 0
Assessment of the dynamics of concentration and competitive positions of the Baltic cruise port system. 评估波罗的海邮轮港口系统的集中动态和竞争地位。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-04-01 DOI: 10.1186/s12544-022-00532-7
Jerónimo Esteve-Pérez, José Enrique Gutiérrez-Romero

Objective: This study aims to investigate the degree of concentration and the competitive positions of the Baltic cruise port network.

Methods: A set of 29 Baltic ports are analysed, market concentration is evaluated using the analytical technique of the Herfindahl-Hirschman index, and competitive positions are determined through portfolio analysis based on the Boston Consulting Group matrix from 2000 to 2019.

Results: The Herfindahl-Hirschman index indicates that the Baltic cruise port system is unconcentrated with an average score of 0.11 for the analysed period, suggesting that eight of the twenty-nine ports are the dominant ports in the Baltic. Portfolio analysis results suggest that the hierarchy picture of competitive positions is dynamic and has changed over time. The Baltic cruise port system has a wide range of competitive positions. Kiel and Rostock becoming mature leaders is one of the most relevant changes in competitive positions.

Implications of the research: This study contributes to the literature not only by investigating the competitive positions of the second most important European operational area for cruise ships but also by filling the gap in research on the concentration and competitive strategic positions of Baltic cruise ports. This research allows seaport operators to visualise the position and progress of selected ports and predict the possible future seaport developments.

目的:本研究旨在调查波罗的海邮轮港口网络的集中程度和竞争地位:本研究旨在调查波罗的海邮轮港口网络的集中程度和竞争地位:方法:分析波罗的海 29 个港口,使用赫芬达尔-赫希曼指数分析技术评估市场集中度,并通过基于波士顿咨询集团矩阵的 2000 至 2019 年组合分析确定竞争地位:赫芬达尔-赫希曼指数显示,波罗的海邮轮港口系统并不集中,分析期间的平均得分为 0.11,表明 29 个港口中有 8 个是波罗的海的主导港口。组合分析结果表明,竞争地位的层次结构是动态的,并随着时间的推移而变化。波罗的海邮轮港口系统具有广泛的竞争地位。基尔和罗斯托克成为成熟的领导者是竞争地位最相关的变化之一:本研究不仅对欧洲第二大邮轮运营区的竞争地位进行了调查,还填补了波罗的海邮轮港口集中度和竞争战略地位研究的空白,为文献研究做出了贡献。这项研究使海港运营商能够直观地了解选定港口的地位和进展,并预测未来可能的海港发展。
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引用次数: 0
A nationwide mobility service guarantee for Austria: possible design scenarios and implications. 奥地利全国交通服务保障:可能的设计方案及影响。
IF 4.3 3区 工程技术 Pub Date : 2022-01-01 Epub Date: 2022-06-20 DOI: 10.1186/s12544-022-00550-5
Barbara Laa, Takeru Shibayama, Tadej Brezina, Stefan Schönfelder, Dragana Damjanovic, Elke Szalai, Manuel Hammel

Background: We present a sketch for a nationwide "Mobility Service Guarantee" (MSG) for Austria. The approach follows a new paradigm, turning away from car-centric transport policy and planning and towards the extensive provision of public transport. The approach is complemented by the provision of demand-responsive transport services and the support of vehicle sharing as well as active mobility. This combination should serve as an effective alternative option to the use of private cars.

Purpose: The aim of this study is to develop a tangible definition of a nationwide MSG in the Austrian context as well as possible design scenarios.

Methods: We took a multi-dimensional approach, using literature review to research existing concepts of mobility guarantees, analysing secondary data on current mobility behaviour and public transport provision and conducting stakeholder workshops.

Results: We define possible scenarios envisioning a nationwide MSG including different extents of maximum distance to public transport stops and minimum frequency. We discuss the limitations of the MSG with respect to spatial, temporal and modal coverage, as well as how such a guarantee could be embedded in the existing legal system.

Conclusions: We conclude that a nationwide MSG could be an important element of sustainable transport policy that should be embedded in a wider strategy of infrastructure and service design as well as demand management.

背景:我们为奥地利提出了一个全国性的 "交通服务保障"(MSG)方案。该方法采用了一种新的模式,从以汽车为中心的交通政策和规划转向广泛提供公共交通。作为补充,还提供了响应需求的交通服务,支持车辆共享和主动交通。目的:本研究旨在为奥地利全国范围内的 MSG 以及可能的设计方案提供一个具体的定义:方法:我们采用了一种多维方法,通过文献综述来研究现有的流动性保障概念,分析有关当前流动性行为和公共交通供给的二手数据,并开展利益相关者研讨会:结果:我们定义了设想全国范围内 MSG 的可能方案,包括公共交通站点最大距离和最小频率的不同范围。我们讨论了 MSG 在空间、时间和模式覆盖方面的局限性,以及如何将这种保障纳入现有法律体系:我们的结论是,全国性的《公共交通服务指南》可以成为可持续交通政策的一项重要内容,应将其纳入更广泛的基础设施和服务设计以及需求管理战略中。
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引用次数: 0
Survey of charging management and infrastructure planning for electrified demand-responsive transport systems: Methodologies and recent developments 电气化需求响应交通系统的充电管理和基础设施规划综述:方法和最新发展
IF 4.3 3区 工程技术 Pub Date : 2021-12-08 DOI: 10.1186/s12544-022-00560-3
Tai-Yu Ma, Yumeng Fang
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引用次数: 1
期刊
European Transport Research Review
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