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Identification and priorization techniques aplied to urban traffic crash locations: A scoping review 适用于城市交通事故地点的识别和优先排序技术:范围审查
Pub Date : 2024-02-22 DOI: 10.1016/j.latran.2024.100010
Fagner Sutel de Moura , Lucas França Garcia , Tânia Batistela Torres , Leonardo Pestillo Oliveira , Chritine Tessele Nodari

This paper presents a Scoping Review of methods used for the identification and prioritization of Traffic Crash Locations (TCL) in complex urban areas, considering different accident classes and outcomes with different degrees of severity. Were obtained relevant studies on identifying and prioritizing accident-prone locations from the consultation of two electronic databases (Scopus and Web of Science). The data obtained were evaluated by independent reviewers. Studies carried out in urban areas, which carry out the tasks of grouping accidents into units of analysis, identifying candidate areas, and prioritizing accident-prone locations, were selected. Forty-two studies were selected and evaluated. The applied units of analysis, identification methods, and criteria for prioritizing candidate areas for accident-prone locations were identified among the studies found. The mapping of the works that apply statistical significance criteria of the findings and longitudinal analyses of the candidate sites was carried out. Among the strategies used to identify TCL, the most frequently applied approach was Spatial Association (SA) (23.81%), followed by minimum threshold limit (MTL) (14.29%). Among the different ranking criteria identified, the upper control limit (UCL) criterion stood out, followed by the density and expected frequencies criteria. This work presents a narrative summary mapping the heterogeneity of applied approaches. The contribution of this study was the presentation of the roadmap for the different studies related to the analysis of TCL. Finally, this work points out the need to adopt longitudinal analyzes as a criterion for prioritizing TCL and the application of criteria of statistical significance during the prioritization stage of TCL.

本文对复杂城市地区交通事故易发地点(TCL)的识别和优先排序方法进行了范围审查,考虑了不同的事故类别和不同严重程度的事故结果。通过查阅两个电子数据库(Scopus 和 Web of Science),我们获得了关于事故易发地点的识别和优先排序的相关研究。获得的数据由独立审查员进行评估。选取了在城市地区开展的研究,这些研究的任务是将事故归类为分析单位、确定候选区域以及确定事故多发地点的优先次序。共选择并评估了 42 项研究。在这些研究中,确定了所应用的分析单位、识别方法和事故多发地点候选区域的优先排序标准。此外,还绘制了应用研究结果统计显著性标准和对候选地点进行纵向分析的作品图。在用于确定 TCL 的策略中,最常用的方法是空间关联法(SA)(23.81%),其次是最小阈值限值法(MTL)(14.29%)。在确定的不同排序标准中,控制上限 (UCL) 标准最为突出,其次是密度和预期频率标准。本研究对应用方法的多样性进行了叙述性总结。本研究的贡献在于为与 TCL 分析相关的不同研究提供了路线图。最后,本研究指出,有必要采用纵向分析作为确定 TCL 优先次序的标准,并在确定 TCL 优先次序的阶段采用统计意义标准。
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引用次数: 0
Incorporating equity in the vehicle rebalancing operations of dockless micromobility services 将公平纳入无桩微型交通服务的车辆再平衡操作中
Pub Date : 2024-01-17 DOI: 10.1016/j.latran.2024.100009
Lina M. Villa-Zapata , Daniel Rodriguez-Roman , Juan E. Flórez-Coronel , Juan M. González-López , Alberto M. Figueroa-Medina

Dockless micromobility services, including shared bicycles and scooters, are emerging as sustainable travel alternatives in many cities. The optimal operation of these services, however, often depends on rebalancing operations that redistribute micromobility vehicles to service area locations with less than desired vehicle levels. Existing rebalancing models typically prioritize operational efficiency or business objectives, such as relocating vehicles to maximize served demand or profits. This study contributes a rebalancing model that incorporates the goal of improving equity-in-access to dockless micromobility through rebalancing operations. Specifically, a two-step approach is proposed to optimize the rebalancing operations of dockless micromobility services according to efficiency and equity objectives. In the first step, an optimization model is used to find micromobility vehicle distributions that maximize system-level efficiency and equity performance indicators across a specified time horizon. In the second step, a multi-objective pick-up and delivery problem is used to develop vehicle relocation plans aimed at achieving the optimal distributions determined in the first step. Numerical examples are presented to illustrate the application of the proposed methods. As part of the numerical tests, machine learning-based models trained using real-world data were shown to accurately predict equity-based performance indicators for a dockless e-scooter service in Puerto Rico.

无桩微型交通服务,包括共享自行车和滑板车,正在成为许多城市的可持续出行选择。然而,这些服务的最佳运营往往取决于重新平衡运营,将微型交通车辆重新分配到车辆数量低于理想水平的服务区。现有的再平衡模型通常优先考虑运营效率或商业目标,例如重新部署车辆以最大化服务需求或利润。本研究提出了一种重新平衡模型,该模型将通过重新平衡运营来提高无桩微型交通的公平性这一目标纳入其中。具体来说,本文提出了一种分两步走的方法,根据效率和公平目标优化无桩微型交通服务的再平衡操作。第一步,使用优化模型找到在指定时间范围内系统效率和公平性指标最大化的微型交通车辆分布。第二步,利用多目标接送问题来制定车辆调配计划,以实现第一步确定的最优分布。本报告以数值示例说明了所提方法的应用。作为数值测试的一部分,使用真实世界数据训练的基于机器学习的模型被证明能够准确预测波多黎各无桩电动滑板车服务的基于公平的性能指标。
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引用次数: 0
Built environment and crash severity in school surroundings: A study of Porto Alegre, Brazil 学校周边的建筑环境与撞车严重程度:巴西阿雷格里港研究
Pub Date : 2024-01-04 DOI: 10.1016/j.latran.2023.100008
Tânia Batistela Torres, Christine Tessele Nodari, Ana Margarita Larrañaga

Foster road safety in school surroundings is an answer for high traffic injury rates and can help to build safe, healthy, and sustainable cities. This paper pursues two goals: identifying the built environment characteristics that influence the severity of traffic crashes in elementary school surroundings for a medium-sized city in Latin America, Porto Alegre (Brazil); and discussing safety measures to provide information for policy making. Ordered and unordered discrete choice models, with random parameters, were estimated in order to analyze the influence of built environment characteristics on the traffic crash severity. The modeling indicates that the severity of traffic injuries in school surroundings is influenced by school, crash, socioeconomic characteristics, and the built environment, highlighting the negative role of the number of four-way intersections and the positive impact of commercial land use for crash involving a car and at least one pedestrian or cyclist. Developing built environment strategies to encourage active mode trips should consider identifying measures to ensure safety.

加强学校周边的道路安全是解决高交通伤害率的一个办法,有助于建设安全、健康和可持续发展的城市。本文有两个目标:确定影响拉丁美洲中型城市阿雷格里港(巴西)小学周边交通事故严重程度的建筑环境特征;讨论安全措施,为政策制定提供信息。为了分析建筑环境特征对交通事故严重程度的影响,我们估算了带有随机参数的有序和无序离散选择模型。建模结果表明,学校周边交通伤害的严重程度受学校、交通事故、社会经济特征和建筑环境的影响,突出了四向交叉口数量的负面作用,以及商业用地对涉及汽车和至少一名行人或骑自行车者的交通事故的正面影响。在制定鼓励积极出行方式的建筑环境战略时,应考虑确定确保安全的措施。
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引用次数: 0
Spatial matrices for short-term traffic forecasting based on time series 基于时间序列的短期交通预测空间矩阵
Pub Date : 2023-11-17 DOI: 10.1016/j.latran.2023.100007
Olímpio Mendes de Barros , Claudio Luiz Marte , Cassiano Augusto Isler , Leopoldo Rideki Yoshioka , Edvaldo Simões da Fonseca Junior

Intelligent traffic systems require data and recent studies on Short-Term Traffic Forecasting (STTF) have incorporated the Spatiotemporal (ST) aspect to improve predictions. They consider road network characteristics by incorporating the impact of traffic at a given location and on its neighbouring locations. Spatial relationship weight matrices, or simply spatial matrices, facilitate direct incorporation by considering the correlation factors between various points. The Space-Time Autoregressive Integrated Moving Average Model (STARIMA) enables the application and comparison of various types of spatial matrices in ST-STTF. In this paper, we compare three types of neighbourhoods and eight types of weights to assess their impact in ST-STTF for different infrastructure and traffic characteristics. Several experiments in the road network of the city of São Paulo, Brazil, revealed that asymmetric matrices that consider the upstream and downstream traffic flow present higher accuracy than the commonly used symmetric matrices. The use of asymmetric matrices improved accuracy in 77.3% of scenarios, particularly when employing an asymmetric weight based on adjacent section speeds and travel time. Moreover, grouped matrices (GM) required less computational time to estimate the models when compared with contiguity (CN) and time lag (TL) matrices. Therefore, our results show the impacts of applying several spatial structures into short-term traffic prediction models and provide practical prediction methods for an urban network based on real traffic data, with a case study in one of the largest cities in Latin America.

智能交通系统需要数据,近期关于短期交通预测(STTF)的研究已经纳入了时空(ST)方面来改进预测。他们考虑道路网络的特点,结合交通在一个给定的位置和它的邻近位置的影响。空间关系权重矩阵,或简称空间矩阵,通过考虑各点之间的相关因素,便于直接合并。时空自回归综合移动平均模型(STARIMA)使各种类型的空间矩阵在ST-STTF中的应用和比较成为可能。在本文中,我们比较了三种类型的社区和八种类型的权重,以评估它们对ST-STTF不同基础设施和交通特征的影响。在巴西圣保罗市的道路网络中进行的几个实验表明,考虑上下游交通流的非对称矩阵比常用的对称矩阵具有更高的准确性。在77.3%的情况下,非对称矩阵的使用提高了精度,特别是在采用基于相邻路段速度和行驶时间的非对称权重时。此外,与相邻矩阵(CN)和时滞矩阵(TL)相比,分组矩阵(GM)估计模型所需的计算时间更少。因此,我们的研究结果显示了将几种空间结构应用于短期交通预测模型的影响,并为基于真实交通数据的城市网络提供了实用的预测方法,并以拉丁美洲最大的城市之一为例进行了研究。
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引用次数: 0
Using continuous traffic counts extracted from smartphone data to evaluate traffic reductions during COVID-19 pandemic in North Carolina 利用从智能手机数据中提取的连续交通量来评估北卡罗来纳州COVID-19大流行期间的交通量减少情况
Pub Date : 2023-11-16 DOI: 10.1016/j.latran.2023.100005
Boris Goenaga , B. Shane Underwood , Cassie Castorena , Victor Cantillo , Julian Arellana

Lockdowns to deal with the COVID-19 outbreak affected peoples' life in different dimensions. In particular, we are interested in evaluating the effects on traffic flows. For this purpose, it is necessary to accurately estimate the temporal variation of traffic flows during the pandemic period. New data collection techniques, including information from smartphones, can be used to collect this information at multiple locations of a road network. A key step in using this new data collection is the validation against more traditional measures to ensure consistency in traffic volume interpretation. This paper presents a case study whose main goals are to compare the smartphone-based traffic count predictions from the StreetLight data source against the values reported by traditional methods of traffic quantification and estimate reductions and recovery rates on traffic volumes in North Carolina during the COVID-19 pandemic. The results show that the largest reductions in traffic flows occurred mainly during the first three months of lockdown.

为应对新冠肺炎疫情而采取的封锁措施对人们的生活产生了多方面的影响。我们特别感兴趣的是评估对交通流量的影响。为此,有必要准确估计大流行期间交通流量的时间变化。新的数据收集技术,包括来自智能手机的信息,可用于在道路网络的多个位置收集这些信息。使用这种新数据收集的关键步骤是对更传统的措施进行验证,以确保交通量解释的一致性。本文提出了一个案例研究,其主要目标是将街灯数据源中基于智能手机的交通量预测与传统交通量化方法报告的值进行比较,并估计2019冠状病毒病大流行期间北卡罗来纳州交通量的减少和恢复率。结果表明,交通流量的最大减少主要发生在封锁的前三个月。
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引用次数: 0
Challenges in promoting bike-bus integration in developing countries: Case study of Fortaleza, Brazil 在发展中国家促进自行车-公共汽车一体化的挑战:以巴西福塔莱萨为例
Pub Date : 2023-11-16 DOI: 10.1016/j.latran.2023.100004
Matheus Fontenelle Siqueira, André Soares Lopes, Taís Barreto Costa, Carlos Felipe Grangeiro Loureiro

Cycling to access or egress from public transport (PT) systems potentially improves accessibility to opportunities for PT-dependent populations, which can reduce socio-spatial inequalities. While developing countries may benefit from the affordability and sustainability of bicycle-transit integration, current scientific research on the topic focuses mostly on metropolises in the industrialized world. Furthermore, Global South cities that invest in such systems see their population resistant to adopting the solutions well received in the North. This paper adapts a bicycle-transit conceptual model to the reality of Latin American metropolises to serve as a characterization tool to empirically investigate the barriers and challenges inhibiting large developing cities from benefiting from it. Fortaleza, a mid-sized Brazilian metropolis with recent significant investments in bicycle-transit integration, serves as a case study. All analyses are based on surveys with bike-sharing and bike-parking facilities users, associated with data from bus-system smartcard validation. The analyses aim at both supply and demand conditions to evaluate their policy implications. The challenges faced by North and Global South cities regarding bicycle-transit integration seem to be similar in terms of infrastructural necessities and outcomes (travel speeds, road safety, and comfort); however, they are significantly different in terms of hindering costs and public safety, which affect users’ behavior. Discussions revolve around how to attract new users while keeping costs at bay, as well as how public safety plays a key role in the Latin American context.

骑自行车进出公共交通系统可能会改善依赖公共交通的人群获得机会的机会,从而减少社会空间不平等。虽然发展中国家可能受益于自行车交通一体化的可负担性和可持续性,但目前关于这一主题的科学研究主要集中在工业化国家的大都市。此外,投资于此类系统的全球南方城市发现,他们的人口抵制采用在北方广受欢迎的解决方案。本文将自行车交通概念模型与拉丁美洲大都市的实际相结合,作为表征工具,对阻碍发展中大城市从中受益的障碍和挑战进行了实证研究。巴西中等规模的大都市福塔莱萨(Fortaleza)最近在自行车交通一体化方面进行了大量投资,这是一个研究案例。所有的分析都是基于对共享单车和停车设施用户的调查,并结合公交系统智能卡验证的数据。分析的目标是供应和需求条件,以评估其政策影响。北方城市和全球南方城市在自行车交通一体化方面面临的挑战似乎在基础设施需求和结果(旅行速度、道路安全和舒适度)方面相似;但在阻碍成本和公共安全方面存在显著差异,影响用户的行为。讨论的重点是如何在保持成本的同时吸引新用户,以及公共安全如何在拉丁美洲的背景下发挥关键作用。
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引用次数: 0
Risks and opportunities for the sustainability of ridesourcing services in Latin-American small and medium-sized cities: Analyzing perceptions of stakeholders of mobility 拉丁美洲中小城市拼车服务可持续性的风险与机遇:分析出行利益相关者的看法
Pub Date : 2023-11-16 DOI: 10.1016/j.latran.2023.100003
Brenda Medeiros Pereira , Alejandro Ruiz-Padillo

Ridesourcing services are rapidly expanding in cities around the world. Their implementation in the absence of prior planning of the operation, or without clear rules for management and inspection, can generate negative impacts on urban mobility, as well as opportunities that are not taken advantage of in the best way. However, there are few studies that have measured the impacts of these services on mobility in cities. The ones that exist have targeted large cities in developed countries. This work aims to measure the risks and opportunities created by the insertion of application-based transport in Latin-American small-sized cities. The use of a hybrid qualitative-quantitative analysis methodology is proposed, with uncertainty modeling supported by fuzzy logic, which was applied in a case study of Cachoeira do Sul, a city located in Southern Brazil. The results revealed a positive perception of the use of ridesourcing services, with opportunities being rated higher than risks, especially related to new options for mobility services. The risks associated with the planning, management, and operation of coordinated urban mobility stood out, in addition to those concerning the competition of ridesourcing services with public transport and taxis. The results obtained here should assist in the formulation of appropriate public policies for ridesourcing services in small Latin-American cities.

拼车服务在世界各地的城市迅速扩张。在没有事先规划的情况下实施,或者没有明确的管理和检查规则,可能会对城市交通产生负面影响,同时也会带来没有以最佳方式利用的机会。然而,很少有研究衡量这些服务对城市交通的影响。目前存在的几家公司的目标都是发达国家的大城市。这项工作旨在衡量在拉丁美洲小城市引入基于应用程序的交通所带来的风险和机遇。提出了一种混合定性定量分析方法,采用模糊逻辑支持的不确定性建模,并将其应用于巴西南部城市南卡乔埃拉的案例研究。调查结果显示,人们对使用拼车服务持积极态度,认为机会高于风险,尤其是与移动服务的新选择相关的机会。除了拼车服务与公共交通和出租车的竞争外,与城市交通协调的规划、管理和运营相关的风险也很突出。本研究的结果应有助于为拉丁美洲小城市的拼车服务制定适当的公共政策。
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引用次数: 0
Potential market of freight demand management 货运需求管理的潜在市场
Pub Date : 2023-11-16 DOI: 10.1016/j.latran.2023.100006
José Holguín-Veras , Felipe Aros-Vera , Oriana Calderón

The paper's main objective is to quantify the potential market for Freight Demand Management (FDM) in metropolitan areas. To this effect, the authors define FDM and describe the various initiatives that could be undertaken to reduce the externalities produced by freight traffic. These changes involve altering the demand patterns enacted by the receivers of supplies. The literature on freight behavior research is reviewed to identify the industry segments most inclined to participate in FDM. Having identified the industry sectors of interest for FDM programs, the authors use freight trip generation models and publicly available data to quantify the freight trip generation for the industry sectors deemed to be the ideal target of FDM initiatives. These estimates are obtained for five large metropolitan statistical areas and a sample of representative medium to small metropolitan statistical areas of different sizes in the US. The paper concludes with a discussion of policy implications and chief results.

本文的主要目的是量化大都市地区货运需求管理(FDM)的潜在市场。为此,作者定义了FDM,并描述了可以采取的各种举措,以减少货运产生的外部性。这些变化包括改变供应接受者制定的需求模式。本文回顾了货运行为研究的文献,以确定最倾向于参与FDM的行业细分。在确定了FDM计划感兴趣的行业部门之后,作者使用货运行程生成模型和公开可用的数据来量化被认为是FDM计划理想目标的行业部门的货运行程生成。这些估计值是针对美国五个大型都市统计区和具有代表性的不同规模的中小型都市统计区样本得出的。本文最后讨论了政策影响和主要结果。
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引用次数: 0
Exploring the Transport Landscape in Belo Horizonte, Brazil 探索巴西贝洛奥里藏特的交通景观
Pub Date : 2023-11-10 DOI: 10.1016/j.latran.2023.100001
Leise Kelli de Oliveira, Rodrigo Affonso Albuquerque Nobrega, Pedro de Souza Coelho

This article provides a comprehensive overview of the transport landscape of Belo Horizonte. Belo Horizonte, located in the southeast region, is the capital of Minas Gerais and the first planned city in Brazil in the late 1890 s. Nowadays, the city has 2.3 millions residents , and almost 99% of its residents live in urban areas. Rapid population growth that is out of step with urban and transportation planning has brought challenges to displacement of the population in our times. This article presents the background of Belo Horizonte, with the historical, geographical, demographic, and social context, the transport infrastructure, and the current transportation development agenda. The overview could support further work using Belo Horizonte as a study area.

这篇文章提供了贝洛奥里藏特交通景观的全面概述。贝洛奥里藏特位于东南部地区,是米纳斯吉拉斯州的首府,也是20世纪90年代末巴西第一个规划城市。如今,这座城市有230万居民,几乎99%的居民居住在城市地区。与城市和交通规划不同步的人口快速增长,给我们这个时代的人口流离失所带来了挑战。本文介绍了贝洛奥里藏特的背景,包括历史、地理、人口和社会背景、交通基础设施和当前的交通发展议程。该概述可以支持将贝洛奥里藏特作为研究区域的进一步工作。
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引用次数: 0
Equity in e-commerce accessibility: Gaps and opportunities for a research agenda 电子商务可访问性的公平性:研究议程的差距和机会
Pub Date : 2023-11-10 DOI: 10.1016/j.latran.2023.100002
Luísa Tavares Muzzi de Sousa , Leise Kelli de Oliveira , Lilian dos Santos Fontes Pereira Bracarense

E-commerce has been one of the main contributors to urban freight transport. However, equity studies related to e-commerce accessibility are still scarce in the literature. Equity is crucial in freight transportation to understand how access to places or goods is distributed between various social groups. Therefore, this paper aims to identify research opportunities related to equity in ecommerce accessibility through a systematic literature review. The results design a research agenda for future works. The main research gaps concern the use of utilitarianism, libertarianism, and capabilities approach to analyse e-commerce. The research opportunities are related to the use of different equity theories, proposing equity measures.

电子商务一直是城市货运的主要贡献者之一。然而,与电子商务可及性相关的公平研究在文献中仍然很少。公平在货运中是至关重要的,以了解如何在不同的社会群体之间分配到达地点或货物的机会。因此,本文旨在通过系统的文献综述来确定与电子商务可及性相关的研究机会。研究结果为今后的工作设计了研究议程。主要的研究空白集中在功利主义、自由意志主义和能力方法对电子商务的分析上。研究机会与使用不同的公平理论,提出公平措施有关。
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引用次数: 0
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Latin American Transport Studies
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