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Comprehensive investigation of crashes associated with citywide speed limit reduction in Seattle, Washington 对华盛顿州西雅图市全市范围内降低车速限制引发的交通事故进行全面调查
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-23 DOI: 10.1016/j.cstp.2024.101222
Jin Wang

Road traffic crashes are a leading cause of fatalities and injuries worldwide, prompting authorities to implement various strategies to enhance road safety. One common approach involves lowering speed limits in an effort to mitigate the severity of crashes and improve overall traffic safety. Seattle, Washington has been lowering its citywide default speed limits on municipal roads since 2016, among several cities in the US. This research paper presents a comprehensive investigation of the impact of these speed limit reductions on various safety indicators, such as the crash frequency, crash severity, crash characteristics, crash type, crash location, contributing factors, and overall traffic safety performance. The study employs a comprehensive dataset encompassing several years before and after the implementation of lower speed limits. Data analyses indicate varying changes in crash severity distribution between before and after periods in Seattle. Fatal and incapacitating crashes in Seattle decreased by 19% after the initial speed limit lowering in 2016 and further decreased by 3% after the second speed limit lowering in 2018. Pedestrian-involved crashes experienced a 26% significant decrease while speeding-related had a 16% decrease after the city implemented lowering speed limits. There was also a statistically significant 4% decrease in property damage only collisions and a 7% decrease in parked car crashes. Distracted driving / inattention-related crashes also decreased by 4%. The Mid-Block (but intersection related) crashes saw a significant decrease by 6%, and Driveway Junction related crashes decreased by 1%. The findings provide insights into the effectiveness of speed limit reductions in enhancing road safety in urban environments. The findings contribute to the existing body of knowledge on speed management strategies and their impact on traffic safety. The outcomes of this study can inform transportation policymakers and practitioners in Seattle and other urban areas as they make informed decisions regarding speed limit regulations and road safety measures.

道路交通事故是世界范围内造成人员伤亡的主要原因,促使有关部门实施各种战略来加强道路安全。其中一种常见的方法是降低车速限制,以减轻交通事故的严重程度,提高整体交通安全。在美国多个城市中,华盛顿州西雅图市自 2016 年起开始降低全市市政道路的默认速度限制。本研究论文全面调查了降低速度限制对各种安全指标的影响,如碰撞频率、碰撞严重程度、碰撞特征、碰撞类型、碰撞地点、诱因以及整体交通安全性能。该研究采用了一个全面的数据集,涵盖了降低车速限制实施前后的几年时间。数据分析显示,西雅图在实施限速前后的车祸严重程度分布发生了不同的变化。2016 年首次降低车速限制后,西雅图的致命和致残碰撞事故减少了 19%,2018 年第二次降低车速限制后进一步减少了 3%。在该市实施降低车速限制后,与行人有关的碰撞事故大幅减少了 26%,而与超速有关的碰撞事故则减少了 16%。此外,仅造成财产损失的碰撞事故在统计上也大幅减少了 4%,而停放车辆碰撞事故则减少了 7%。与分心驾驶/注意力不集中有关的碰撞事故也减少了 4%。中间街区(但与交叉路口有关)的碰撞事故大幅减少了 6%,与车道交界处有关的碰撞事故减少了 1%。研究结果为降低车速限制在加强城市环境道路安全方面的有效性提供了启示。研究结果为现有的车速管理策略及其对交通安全影响的知识体系做出了贡献。这项研究的结果可以为西雅图和其他城市地区的交通决策者和从业人员提供信息,帮助他们就限速法规和道路安全措施做出明智的决策。
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引用次数: 0
Students’ commuting habits to the university: Transportation choices during the Covid-19 era 学生前往大学的通勤习惯:科维德-19 时代的交通选择
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-22 DOI: 10.1016/j.cstp.2024.101217
Chiara Lodi , Giovanni Marin , Paolo Polidori , Désirée Teobaldelli

This paper seeks to analyse the drivers behind students’ commuting choice in the context of a medium-sized public university (University of Urbino Carlo Bo) in Italy. The study accounts for changes in commuting preferences and choices occurring during the Covid-19 pandemic. The results are based on a 2020 survey on students analysed by means of a mixed multinomial logit model and a latent class model. The University of Urbino is an interesting case study for several reasons. First, it has a higher number of enrolled students (approximately 15,000) than there are residents in the municipality (less than 15,000). Second, Urbino is located far from main roads and transport infrastructures. Third, there are commuting options to and from the city, meaning that local transport policies have a relevant impact on the entire territory. Personal characteristics, distance from home, and price of the transportation mode influence the choice of students. The estimates for the two post-Covid-19 scenarios showed no particular changes in students’ transport habits, except when the number of household members was taken into account. The study provides valuable insights into the attitudes towards change in transportation choices that have recently emerged among a specific student population after an extended lockdown, that is now faced with making decisions marked by evident uncertainty about the possible developments of the Covid-19 virus.

本文旨在分析意大利一所中型公立大学(乌尔比诺卡洛博大学)学生通勤选择背后的驱动因素。研究考虑了科维德-19 大流行病期间通勤偏好和选择的变化。研究结果基于 2020 年对学生的调查,并通过混合多叉 logit 模型和潜类模型进行了分析。乌尔比诺大学是一个有趣的案例研究,原因有几个。首先,乌尔比诺大学的注册学生人数(约 15000 人)高于该市的居民人数(不到 15000 人)。其次,乌尔比诺远离主要道路和交通基础设施。第三,人们可以选择往返市区,这意味着当地的交通政策对整个地区都有相关影响。个人特征、离家距离和交通方式的价格都会影响学生的选择。对 "Covid-19 "后的两个方案的估计结果显示,除了考虑家庭成员数量外,学生的交通习惯没有特别的变化。这项研究为我们提供了宝贵的视角,让我们了解特定的学生群体在经历了长期封锁后对改变交通选择的态度,他们现在面临的决策明显带有对 Covid-19 病毒可能发展的不确定性。
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引用次数: 0
Assessing the willingness to pay for Mobility-as-A-Service: An Agent-Based approach 评估移动即服务的支付意愿:基于代理的方法
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-22 DOI: 10.1016/j.cstp.2024.101221
Carolina Cisterna, Federico Bigi, Haruko Nakao, Francesco Viti

Mobility-as-a-Service (MaaS) is a user-centered system that offers an ensemble of mobility services through a single digital platform. Large-scale adoption of MaaS is expected to reduce car ownership, ease traffic congestion, and provide a financial advantage to users by offering different mobility services at affordable prices. This study analyses how subscription fees impact MaaS adoption. We simulate the choice of subscribe to a MaaS package by using an agent-based modelling approach on a realistic case study. By including the costs associated with vehicle ownership, we assume agents to perceive and experience the trade-off between MaaS fees and ownership expenses. The study aims to unravel the potential users’ characteristics and future perspectives for MaaS widespread adoption and explore the implications of MaaS for sustainability goals and policies. We observed that users who frequently travel long distances and perform more trips per day are more likely to accept higher fees. On the other hand, with cheap subscription fees users tend to use carsharing services for short trips. Finally, the study suggests that subsidizing MaaS or adopting policies to increase car ownership costs can decrease car ownership and increase revenues for the service providers.

移动即服务(MaaS)是一种以用户为中心的系统,通过单一数字平台提供一系列移动服务。大规模采用移动即服务有望减少汽车保有量,缓解交通拥堵,并通过以可承受的价格提供不同的移动服务为用户带来经济优势。本研究分析了订阅费用如何影响 MaaS 的采用。我们采用基于代理的建模方法,在一个现实案例研究中模拟了用户选择订阅 MaaS 套餐的情况。通过纳入与车辆所有权相关的成本,我们假定代理人能够感知并体验 MaaS 费用与所有权支出之间的权衡。本研究旨在揭示潜在用户的特征和未来 MaaS 广泛应用的前景,并探讨 MaaS 对可持续发展目标和政策的影响。我们发现,经常长途旅行和每天出行次数较多的用户更有可能接受较高的费用。另一方面,订阅费用低廉的用户倾向于在短途旅行中使用汽车共享服务。最后,研究表明,补贴 MaaS 或采取增加汽车拥有成本的政策,可以减少汽车拥有量,增加服务提供商的收入。
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引用次数: 0
The travel behaviors before and after lockdown: Case study on Shanghai, 2022 封锁前后的旅行行为:2022 年上海案例研究
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-22 DOI: 10.1016/j.cstp.2024.101220
Cheng-Jie Jin , Jiaxin Li , Chenyang Wu , Dawei Li , Rui Jiang

From April 1 to May 31, 2022, Shanghai implemented a full lockdown in response to the rapid spread of COVID-19 to protect the vulnerable population. This paper aims to comprehensively assess the impact of this lockdown. Traffic data for March and June of 2022 were collected, including the vehicular traffic volumes from four typical intersections and metro ridership. Other important indicators, including COVID-19 cases, Baidu Index and Shanghai Stock Exchange Index, were also employed. The results show that: (1) In both March and June, except for the intersection near the major hospital, the ratios between the weekday and weekend traffic volumes were higher than those observed before the pandemic, which implies a significant drop in leisure trips during these periods. (2) The evolution of traffic volume in March was largely driven by some important COVID-19-related events, while the traffic volume in June showed a more spontaneous and stepwise recovery pattern. (3) The confirmed cases had a significant impact on the traffic volume in March, but the time lag of the confirmed cases was not found. The impact of confirmed cases on traffic volume in June was not significant. (4) The transfer from public transport to private ones could be observed during this period, but the recovery proportion of Shanghai metro ridership is higher than most other cities examined in this study, suggesting the importance of enhancing public confidence for public transport in the post-pandemic period. These findings can aid in refining potential pandemic measures for future scenarios.

2022 年 4 月 1 日至 5 月 31 日,为应对 COVID-19 的快速传播,上海实施了全面封锁,以保护易感人群。本文旨在全面评估此次封锁的影响。本文收集了 2022 年 3 月和 6 月的交通数据,包括四个典型路口的车辆流量和地铁乘客量。同时还采用了其他重要指标,包括 COVID-19 案例、百度指数和上海证券交易所指数。结果显示(1) 在 3 月和 6 月,除大医院附近的路口外,平日与周末的交通流量比均高于大流行前的观测值,这意味着在这两个时期休闲出行显著下降。(2) 3 月份交通流量的变化主要是由一些与 COVID-19 相关的重要事件驱动的,而 6 月份的交通流量则呈现出一种更为自发和逐步恢复的模式。(3) 确诊病例对 3 月份的交通流量有显著影响,但没有发现确诊病例的时滞。在 6 月份,確診個案對交通流量的影響並不顯著。(4) 在此期间可以观察到从公共交通向私人交通的转移,但上海地铁乘客的恢复比例高于本研究中的大多数其他城市,这表明在疫情后时期增强公众对公共交通的信心非常重要。这些发现有助于完善未来可能出现的大流行措施。
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引用次数: 0
Technical and economic modelling of last-mile transport: A case for Brazil 最后一英里运输的技术和经济建模:巴西案例
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-21 DOI: 10.1016/j.cstp.2024.101219
Huang Wei, Camila Callegari, Ana Carolina Oliveira Fiorini, Roberto Schaeffer, Alexandre Szklo

In response to the escalating demands of urban logistics and the environmental impacts of last-mile deliveries in cities, this study assesses the transition to electric vehicles (EV) in the last-mile delivery transportation sector. We developed a methodology to project last-mile fleets and assess whether electrification considering a scrappage policy makes economic sense. This method utilizes socio-economic, geographic, and technical data to assess annual delivery volumes, travel distances, total ownership costs, and breakeven analysis for diesel and electric vehicles, focusing on Brazilian urban centers. Results show that in 2030, in all urban densities, EV have lower operating costs, and they are the more economical choice for all cities or lifespans by 2035. EVs stand out, particularly with extended vehicle lifespans and increased delivery frequencies. Our findings provide a versatile method for assessing the technical and economic feasibility of electric vehicles across diverse demographic areas.

为了应对城市物流不断升级的需求以及城市最后一英里配送对环境的影响,本研究评估了最后一英里配送运输部门向电动汽车(EV)的过渡。我们开发了一种方法来预测最后一英里车队,并评估考虑报废政策的电气化是否具有经济意义。该方法利用社会经济、地理和技术数据,以巴西城市中心为重点,评估柴油车和电动车的年交付量、行驶距离、总拥有成本和盈亏平衡分析。结果表明,2030 年,在所有城市密度下,电动汽车的运营成本都较低,到 2035 年,在所有城市或生命周期内,电动汽车都是更经济的选择。电动汽车表现突出,尤其是在车辆寿命延长和配送频率增加的情况下。我们的研究结果为评估电动汽车在不同人口地区的技术和经济可行性提供了一种通用方法。
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引用次数: 0
Investigating the feasibility of dynamic speed limit on Indian highways 印度高速公路动态限速可行性研究
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-18 DOI: 10.1016/j.cstp.2024.101215
Shishupal Singh, Swati Maitra

Speed limits that change as per real time traffic, road, and weather conditions are termed as Dynamic Speed Limits (DSL). Road users are informed of speed limit changes in DSL scheme by electronic signs or Variable Message Signs (VMS) placed above the lanes or side-mounted along highways. In India, most of the highways have static speed limits. The speed limits are kept lower at locations or stretches adjacent to roadside schools, market areas, bus stops and intersections, for enhancing safety of Vulnerable Road Users (VRUs). This causes higher travel time to through traffic while travelling through these stretches. DSL has the potential in reducing the travel time and the variability of speed of vehicles, thus helps in enhancing road safety. The present work investigates the feasibility of DSL on various segments of a typical Indian highway passing through various roadside developments and human activities using cost-benefit analysis. The travel time benefits due to DSL are estimated by comparing the travel times with static and dynamic speed limit conditions. The results indicate that there is a significant amount of saving in aggregate travel time of all vehicles passing through the stretch due to the application of DSL. The benefit cost ratios greater than unity indicated that it is beneficial to deploy DSL on several segments of the highway passing through roadside schools, market areas, bus stops and intersections. The Benefit-Cost Ratio is also used advantageously to prioritize viable locations for deployment of DSL. The findings from the present work are likely to be of interest to policy makers in different developing countries where infrastructure/facilities for VRUs are deficient, road safety is a major concern and speeding is identified as a major problem.

根据实时交通、道路和天气条件而变化的速度限制被称为动态速度限制(DSL)。在动态限速方案中,通过放置在车道上方或公路两侧的电子标志或可变信息标志(VMS)向道路使用者告知限速的变化。在印度,大多数高速公路都有静态限速。在毗邻路边学校、市场区域、公共汽车站和交叉路口的地点或路段,车速限制较低,以提高易受伤害的道路使用者(VRU)的安全。在这些路段,直行车辆的行车时间较长。DSL 有可能减少行车时间和车辆速度的变化,从而有助于加强道路安全。本研究采用成本效益分析法,对印度一条典型高速公路的不同路段采用 DSL 的可行性进行了调查,该公路经过各种路边开发项目和人类活动。通过比较静态和动态限速条件下的行车时间,估算了 DSL 带来的行车时间效益。结果表明,由于采用了 DSL,通过该路段的所有车辆的总行驶时间都有明显的节省。效益成本比大于统一值表明,在经过路边学校、市场区域、公共汽车站和交叉路口的几段高速公路上部署 DSL 是有益的。效益成本比还可用于确定部署 DSL 的可行地点的优先次序。本研究的结果很可能会引起不同发展中国家决策者的兴趣,因为这些国家的基础设施/可变车载设备不足,道路安全是一个主要问题,而超速则被认为是一个主要问题。
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引用次数: 0
Exploring supply chain and regional resilience through the analysis of the transport dimension 通过分析运输层面探索供应链和地区复原力
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-16 DOI: 10.1016/j.cstp.2024.101216
María Feo-Valero , Ana Botella-Andreu , Julián Martínez-Moya , Vicente J. Pallardó-López , Francisco Requena-Silvente , Ramón Sala-Garrido

Despite the key role that global supply chains (GSC), and more specifically, the transport and logistics function, might play in the performance of regions, there is a lack of analytical tools that turn the data generated by supply chain operations into quantitative metrics allowing policymakers to identify early signals of potential vulnerabilities and assess how resilient the GSC are at regional level. In an effort to fill this gap, we present a Transportation Resilience Index (TRI) that permits evaluating how transport chains affect supply chain resilience and, consequently, regional resilience. Our index, based on publicly available data –statistics on foreign trade flows provided by the Spanish Customs, the World Bank’ Logistics Performance Index and the UNCTAD’ Bilateral Liner Shipping Connectivity Index − differentiates between the determinants over which the company has direct decision-making control, and those linked to the selection of the supply market (market and macro dimensions). The TRI is applied to the Spanish regions (NUTS2) by using the Benefit-of-the-Doubt (BoD) approach to Data Envelopment Analysis (DEA) and applying a Common Set of Weights (CSW) for the selection of the weights to the index components. In our specific analysis, the market and macroeconomic components account for 84% of the total weight of the TRI. Despite the lower relative weight of the company dimension, the high degree of homogeneity in the market and macroeconomic scores means the company dimension plays a key role in the relative resilience of the Spanish regions.

尽管全球供应链(GSC),更具体地说是运输和物流功能,在地区绩效中可能扮演着关键角色,但目前缺乏将供应链运营产生的数据转化为量化指标的分析工具,使政策制定者能够识别潜在脆弱性的早期信号,并评估全球供应链在地区层面的复原力如何。为了填补这一空白,我们提出了运输复原力指数(TRI),以评估运输链如何影响供应链复原力,进而影响地区复原力。我们的指数基于公开数据--西班牙海关提供的外贸流量统计数据、世界银行物流绩效指数和联合国贸发会议双边班轮航运连接指数--区分公司可直接决策控制的决定因素和与供应市场选择相关的决定因素(市场和宏观层面)。通过使用数据包络分析(DEA)中的 "疑点收益法"(BoD),并应用 "共同权重集"(CSW)来选择指数各组成部分的权重,该指数被应用于西班牙各地区(NUTS2)。在我们的具体分析中,市场和宏观经济成分占 TRI 总权重的 84%。尽管公司维度的相对权重较低,但市场和宏观经济得分的高度同质性意味着公司维度在西班牙各地区的相对复原力中发挥着关键作用。
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引用次数: 0
Evaluating public sentiment towards transport policies: A causal analysis of the motorbike ban in Hanoi 评估公众对交通政策的情绪:河内摩托车禁令的因果分析
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-10 DOI: 10.1016/j.cstp.2024.101203
Minh Kieu , Rika Ozaki , Patricia Ternes , Nick Malleson

Controversial transport policies, such as the proposed ban on non-electric motorbikes in Hanoi, Vietnam, often challenge the status quo and spur resistance among road users. This paper aims to unpack the causal implications of the motorbike ban, with an emphasis on elucidating potential transformations in urban mobility patterns and public sentiment in Hanoi. The research methodology is rooted in an mixed-methods approach. It begins by applying Spatial Propensity Score Matching (SPSM) to a bespoke transport survey to mitigate geographical confounding in the identification of the ban’s causal effects on societal attitudes and behaviours. Subsequently, it applies Ordinal Logistic Regression to quantify the causal influences of diverse socio-economic and demographic factors on public opinion towards the motorbike ban. Together, these methods yield a robust analysis of the policy’s prospective impacts.

Through this framework, the study provides insights into the key factors influencing individual’s opinion on controversial transport policies, such as the motorbike ban in Hanoi. Specifically, the approach reveals 4 key geographical insights into socioeconomic status, public transport perception, motorbike dependency, and automobile affinity among people in Hanoi.

有争议的交通政策,如越南河内市拟议的非电动摩托车禁令,往往会挑战现状并引发道路使用者的抵制。本文旨在解读摩托车禁令的因果影响,重点是阐明河内城市交通模式和公众情绪的潜在转变。研究方法以混合方法为基础。研究首先将空间倾向得分匹配法(SPSM)应用于定制的交通调查,以减少在确定禁令对社会态度和行为的因果影响时的地域混淆。随后,该研究应用正序逻辑回归法量化了各种社会经济和人口因素对公众对摩托车禁令的看法的因果影响。通过这一框架,本研究深入分析了影响个人对河内摩托车禁令等有争议的交通政策看法的关键因素。具体而言,该方法揭示了河内市民在社会经济地位、公共交通认知、摩托车依赖性和汽车亲和力方面的 4 个关键地理洞察力。
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引用次数: 0
Changes in daily mobility and new public transport supply in Dakar (2000 – 2015) 达喀尔日常交通和新增公共交通供给的变化(2000-2015 年)
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-10 DOI: 10.1016/j.cstp.2024.101214
Lourdes Diaz Olvera, Didier Plat, Pascal Pochet

In Dakar, the capital of Senegal, the urban transport policy aims to restructure and modernize the supply of public transport. The implementation of this policy since the years 2000 has led to the creation of the public bus company Dakar Dem Dikk and the replacement and reorganization of a number of minibuses owned by informal operators, which locally go under the name of Tata. However, this new supply still coexists with older, more or less informal, transport modes, mainly “Cars Rapides” and “Ndiaga Ndiaye” minibuses, collective clandestine taxis, and “yellow and black” taxis. The question then arises as to the impact of the new public transport supply on the mobility practices of the city’s residents. Data from two household mobility surveys, undertaken respectively in 2000 and 2015, in the Region of Dakar is used to conduct a diachronic analysis of mobility behavior. The results highlight the extent to which changes in public transport supply have modified flows and mode use for different categories of urban residents, in a context where daily mobility is highly dependent on public transport.

在塞内加尔首都达喀尔,城市交通政策的目标是对公共交通进行重组和现代化。自 2000 年以来,这一政策的实施促使达喀尔 Dem Dikk 公共汽车公司的成立,并取代和重组了一些由非正规运营商拥有的小巴,这些运营商在当地被称为 Tata。然而,这种新的供应方式仍然与旧的、或多或少非正式的交通方式并存,主要是 "Cars Rapides "和 "Ndiaga Ndiaye "小巴、集体秘密出租车以及 "黄色和黑色 "出租车。那么,新的公共交通供应对城市居民的出行方式有何影响呢?我们利用分别于 2000 年和 2015 年在达喀尔地区进行的两次家庭交通调查数据,对交通行为进行了非同步分析。结果凸显了在日常出行高度依赖公共交通的背景下,公共交通供给的变化在多大程度上改变了不同类别城市居民的出行流量和出行方式。
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引用次数: 0
Spatial coverage analysis of public transport bus stops through a citizen perception study. Case study: Manizales – Colombia 通过市民感知研究对公共交通巴士站进行空间覆盖分析。案例研究:哥伦比亚马尼萨莱斯
IF 2.5 Q3 TRANSPORTATION Pub Date : 2024-05-08 DOI: 10.1016/j.cstp.2024.101213
J. Montoya , D. Escobar , C. Moncada

The development of urban public transport systems today has focused on increasing their operability, trying to minimize travel times and mobilize the greatest number of users by increasing operational speed, renewing the vehicle fleet, and increasing frequencies, among others. However, in addition to restructuring the operating distance and the location of the bus stops, this process of increasing operational capacity has paid little attention to the people's perception of these stop systems’ location and coverage. This causes, largely, users’ apathy to take advantage of the system, promoting the use of other means of transport, or in the least cases, to make stops within the system in unauthorized locations.

Considering the above, the aim of this research is to analyze the overage variation of bus-stop sets, based on the perception of users in normal and eager conditions, through the application of an analysis of population and zonal coverage, in which physical and operational variables of interest are considered, complemented with geostatistical models and digital tools that allow implementing a set of bus stops creating an inclusive environment with a broader vision of the ideal conditions for the definition of bus-stop sets. Within the research process, it is necessary to structure a statistical sampling, which allows for characterizing the population of public transport systems. Therefore, Manizales, the capital of the department of Caldas − Colombia, through its 12 district clusters and 378,000 inhabitants, is taken as a focus of study. However, due to the conurbation agreement with the municipality of Villamaría, the inclusion of its urban framework is carried out, resulting in a total population of 424,300 inhabitants.

如今,城市公共交通系统的发展主要集中在提高其可操作性上,通过提高运行速度、更新车队和增加班次等方式,尽量缩短乘客的出行时间,动员最大多数的乘客。然而,在提高运营能力的过程中,除了调整公交站点的运营距离和位置外,很少关注人们对这些站点系统的位置和覆盖范围的看法。这在很大程度上造成了用户对利用该系统的冷漠,促进了其他交通工具的使用,或至少在未经许可的情况下,在该系统内停靠站点。考虑到上述情况,本研究的目的是根据用户在正常和急切条件下的感受,通过对人口和区域覆盖率的分析,分析公交站点设置的超龄变化,其中考虑了相关的物理和运行变量,并辅以地理统计模型和数字工具,从而实现公交站点的设置,创造一个包容性的环境,为公交站点设置的理想条件提供更广阔的视野。在研究过程中,有必要进行统计抽样,以确定公共交通系统人口的特征。因此,哥伦比亚卡尔达斯省首府马尼萨莱斯(Manizales)通过其 12 个地区集群和 37.8 万居民被作为研究重点。不过,由于与比利亚玛丽亚市签订了市郊协议,因此将其城市框架也包括在内,从而得出总人口为 424 300 人的结果。
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引用次数: 0
期刊
Case Studies on Transport Policy
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