Journal of Public Transportation最新文献

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Safety performance of selected bus stops in Ibadan Metropolis, Nigeria 尼日利亚伊巴丹市选定公交车站的安全性能
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100003
Folake O. Akintayo, Sonichukwu A. Adibeli
{"title":"Safety performance of selected bus stops in Ibadan Metropolis, Nigeria","authors":"Folake O. Akintayo,&nbsp;Sonichukwu A. Adibeli","doi":"10.1016/j.jpubtr.2022.100003","DOIUrl":"10.1016/j.jpubtr.2022.100003","url":null,"abstract":"<div><p>Bus systems cannot be fully explored if issues such as safety of bus passengers on-board or at bus stops are not addressed. This study was aimed at assessing the safety of bus stops in Ibadan metropolis. Twenty bus stops were purposefully selected for this study from the five urban local government areas in Ibadan metropolis. A field survey involving interviews with 50 passengers and direct observations of hazardous acts was carried out at the bus stops. Casual factors of hazardous acts were noted as well. A score survey was conducted with 17 experts (civil engineers and transportation engineering researchers) where they were asked to rate how much each casual factor contributes to its corresponding hazardous act using a scale of 1–4 (1 being ‘not important at all’ and 4 being ‘very important’). Experts were also asked to make pairwise comparisons among hazardous acts and consistent responses were analyzed using Analytic Hierarchy process (AHP). Results from the score survey and AHP were used to model the safety levels of the selected bus stops. With safety levels ranging from 2.38 to 4.83 (10 being the best and 0 being the worst), all bus stops fell short of an acceptable level of safety. Also, Interviews conducted revealed passengers’ dissatisfaction with their user-experience. Recommendations were therefore made based on the findings.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100003"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22000030/pdfft?md5=d2019f7e171c3953e2f098d8eadf4a9d&pid=1-s2.0-S1077291X22000030-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54976767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring satisfaction for transfers at intermodal interchanges: A comparison of Germany and India 探讨多式联运交汇处的换乘满意度:德国和印度的比较
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100005
Ankita Sil , Emmanouil Chaniotakis , Uttam Kumar Roy , Constantinos Antoniou
{"title":"Exploring satisfaction for transfers at intermodal interchanges: A comparison of Germany and India","authors":"Ankita Sil ,&nbsp;Emmanouil Chaniotakis ,&nbsp;Uttam Kumar Roy ,&nbsp;Constantinos Antoniou","doi":"10.1016/j.jpubtr.2022.100005","DOIUrl":"10.1016/j.jpubtr.2022.100005","url":null,"abstract":"<div><p>Multimodality in Public Transport has been proven to be one of the main drivers of sustainability and economic feasibility for the last few decades. Consequently, user satisfaction for transfers is the key to adequately serving demand. This research studies on commuters’ perception of comfort at interchanges, focusing on the connection between metro systems and other modes. Satisfaction analysis and modelling is conducted using weighted regression, factor analysis and ordered logit models for nine transfers at major interchanges in two Indian cities (New Delhi and Kolkata) and one German city (Munich); aiming at revealing the differences in user satisfaction in developing and developed economy, and for different Public Transport quality and interchanges. The results indicate that factors of transfer quality, accessibility and physical hindrances are significant in Indian case and the human factor, and transfer quality are significant in the case of Munich, Germany. Additionally, it is found that perceived comfort differs on commuters’ experiences with transfer distance and time.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100005"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22000054/pdfft?md5=2f57ca7776cb24a3ded329d7fbbe600f&pid=1-s2.0-S1077291X22000054-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54976967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Developing an optimal algorithm for demand responsive feeder transit service accommodating temporary stops 开发一种适应临时站点的需求响应馈线交通服务的优化算法
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100021
Amirreza Nickkar , Young-Jae Lee , Mana Meskar
{"title":"Developing an optimal algorithm for demand responsive feeder transit service accommodating temporary stops","authors":"Amirreza Nickkar ,&nbsp;Young-Jae Lee ,&nbsp;Mana Meskar","doi":"10.1016/j.jpubtr.2022.100021","DOIUrl":"10.1016/j.jpubtr.2022.100021","url":null,"abstract":"<div><p>Demand responsive feeder transit can minimize passengers’ travel times and operator’s costs by optimizing routing based on real demand. One question about the demand response feeder transit operation is whether it can be optimized with door-to-door service or with temporary stops for picking up and delivering passengers. Obviously, door-to-door service eliminates passengers’ walking distances, but it increases passenger in-vehicle travel times and vehicle operating distance and costs. On the other hand, demand responsive feeder transit with temporary stops, which designates the temporary locations picking up and dropping passengers, minimizes bus operating distance and time as well as passenger in-vehicle times, although it increases passengers’ walking distances and times. The developed model uses metaheuristic approaches, including two main algorithms; a passenger’s clustering algorithm based on Particle swarm optimization (PSO) approach and a vehicle routing algorithm that uses simulated annealing (SA) solving method. The algorithm developed an optimal algorithm for clustering and grouping of passengers considering their physical locations and time windows then it was integrated with the authors’ previously developed algorithm for the optimal flexible feeder bus routing as a mixed integer model that objects to minimize the total costs including both passengers traveling times and operator’s operating costs The results of this study showed that although feeder networks with temporary stops always lower operating costs and lessen in-vehicle travel time compared to those with a door-to-door option, the total costs and optimal routings are highly sensitive to the location of passengers.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100021"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22000212/pdfft?md5=7deb5c3d22cfcb7d53529ba0234dd942&pid=1-s2.0-S1077291X22000212-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54977535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Methodology for rural and small-city U.S. transit agency peer grouping 美国农村和小城市交通机构同行分组的方法
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100028
Paul Ryus , Kaitlyn Schaffer , Albert Gan , Nancy Doherty
{"title":"Methodology for rural and small-city U.S. transit agency peer grouping","authors":"Paul Ryus ,&nbsp;Kaitlyn Schaffer ,&nbsp;Albert Gan ,&nbsp;Nancy Doherty","doi":"10.1016/j.jpubtr.2022.100028","DOIUrl":"10.1016/j.jpubtr.2022.100028","url":null,"abstract":"<div><p>Peer comparison is a valuable management tool for identifying a transit provider’s areas of relative strength, areas with room for improvement, and high-performing peers to learn from. While the U.S. Rural National Transit Database (NTD) provides performance data about rural and small city transit providers, methods and tools have been lacking for these providers to apply NTD data to identify appropriate peers. This paper describes the development of a rural transit peer-grouping method as a counterpart to a method previously developed and implemented for urban providers, and compares this method to previous transit peer-grouping approaches. In contrast to most previous efforts, which have produced fixed and often large peer groups, this method dynamically and transparently identifies appropriate peers for individual rural and small city transit providers. The method has been implemented in freely available web-based software.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100028"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22000285/pdfft?md5=4d8452356150b71dc38d4e57a47c561e&pid=1-s2.0-S1077291X22000285-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54977645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simple pre-post analysis overestimates the impacts of new public transit services on ridership: Evidence from a quasi-experimental study of new bus rapid transit in Columbus, Ohio, USA 简单的事前事后分析高估了新的公共交通服务对乘客的影响:来自美国俄亥俄州哥伦布市新的快速公交的准实验研究的证据
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100035
Jinhyung Lee , Harvey J. Miller
{"title":"Simple pre-post analysis overestimates the impacts of new public transit services on ridership: Evidence from a quasi-experimental study of new bus rapid transit in Columbus, Ohio, USA","authors":"Jinhyung Lee ,&nbsp;Harvey J. Miller","doi":"10.1016/j.jpubtr.2022.100035","DOIUrl":"10.1016/j.jpubtr.2022.100035","url":null,"abstract":"<div><p>This paper empirically demonstrates the value of quasi-experimental study designs to evaluate the direct impacts of new public transit services on ridership within its corridor. Using a new bus rapid transit (BRT) service, CMAX, in Columbus, Ohio, USA, as an example, we compare its impact on ridership based on a pre-post and quasi-experimental analysis framework. We conduct the pre-post analysis using a ridership space-time cube exploring a massive Automatic Passenger Counter (APC) database. Differences in total passenger counts before and after the BRT intervention indicate a 36% increase in ridership within its corridor. However, this patronage increase may not be attributable solely to the new public transit service. Potential confounding effects include systemwide ridership trends and a new unlimited transit pass program for downtown workers. To address these issues, we adopt a quasi-experimental study design with a difference-in-differences (DiD) identification strategy. We use propensity score matching (PSM) to match a counterfactual control group with the treatment group when implementing DiD model. After accounting for confounding effects, we find a less than 5% increase but not statistically significant impacts of CMAX on ridership. Our results support the argument that a simple pre-post analysis ignoring confounding effects can lead to a misleading evaluation of a new public transit service’s direct impact on ridership.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100035"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22017350/pdfft?md5=6e56bfaa3a8d46d593d7b3e7d8db2086&pid=1-s2.0-S1077291X22017350-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54978029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Understanding transit user satisfaction with an integrated bus system 了解公交用户对综合公交系统的满意度
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100037
Alvaro Rodriguez-Valencia , Hernan Alberto Ortiz-Ramirez , Willis Simancas , Jose Agustin Vallejo-Borda
{"title":"Understanding transit user satisfaction with an integrated bus system","authors":"Alvaro Rodriguez-Valencia ,&nbsp;Hernan Alberto Ortiz-Ramirez ,&nbsp;Willis Simancas ,&nbsp;Jose Agustin Vallejo-Borda","doi":"10.1016/j.jpubtr.2022.100037","DOIUrl":"10.1016/j.jpubtr.2022.100037","url":null,"abstract":"<div><p>Understanding the factors and drivers of user satisfaction with public transportation (PT) systems has been a subject of research for decades, as it provides insight into influencing ridership increases. This research addresses user satisfaction using SEM-MIMIC models to analyze three PT bus subsystems in the same city (Bogotá Colombia): A Bus Rapid Transit, a formalized bus subsystem, and a semi-formalized one that operates simultaneously. After developing three independent models, we found the same three latent variables (LVs), namely subsystems “condition”, “service”, and “safety/security”, in each one. However, the strength and significance of the direct and indirect effects among the three LVs vary from one subsystem to another. In general, satisfaction is initially based on a person’s perception of the subsystem’s condition and ends with his/her perception of the service, with safety and service being the mediating variables to explain satisfaction. Unlike previous studies, we were able to identify relationships among these three independent variables for each subsystem, allowing us to assess the direct and indirect effects on overall subsystem satisfaction. This research provides decision-makers with a broader understanding of how infrastructure, vehicles, operational attributes, and regulation processes influence user satisfaction through perceptions and how they can help improve the PT service for its users.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100037"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22017775/pdfft?md5=eab218c4d2f8be1017dc9df3bc76c534&pid=1-s2.0-S1077291X22017775-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54978079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Cross-checking automated passenger counts for ridership analysis 交叉核对自动统计的客流量分析
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.5038/2375-0901.23.2.5
Simon J. Berrebi, Sanskruti Joshi, Kari E. Watkins
{"title":"Cross-checking automated passenger counts for ridership analysis","authors":"Simon J. Berrebi,&nbsp;Sanskruti Joshi,&nbsp;Kari E. Watkins","doi":"10.5038/2375-0901.23.2.5","DOIUrl":"https://doi.org/10.5038/2375-0901.23.2.5","url":null,"abstract":"<div><p>Due to concerns about data quality, Automated Passenger Counting technology has rarely been used to analyze local ridership trends. This paper presents a novel framework to test the consistency and completeness of automated passenger count (APC) data in four cities. Weekday APC data are aggregated at the system level and compared with the National Transit Database between 2012 and 2018. In all four agencies, passenger counts closely follow the fluctuations observed in the national transit database. There is, however, a slight drift in two of the four agencies, possibly due to the diverging trends between weekday and weekend ridership. At the stop-level, missing and duplicate vehicle-trips are identified using schedule data from the General Transit Feed Specification. Missing and duplicate trips only concern a small proportion of stops, which can be eliminated using the proposed method. Overall, this research leads the way towards the analysis of factors affecting ridership on a tight spatial and temporal scale.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100008"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X2200008X/pdfft?md5=3982cf9e15db5f9c813e0a4cc146e576&pid=1-s2.0-S1077291X2200008X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92265866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using artificial intelligence to derive a public transit risk index 利用人工智能得出公共交通风险指数
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100009
Raj Bridgelall
{"title":"Using artificial intelligence to derive a public transit risk index","authors":"Raj Bridgelall","doi":"10.1016/j.jpubtr.2022.100009","DOIUrl":"10.1016/j.jpubtr.2022.100009","url":null,"abstract":"<div><p>A terrorist attack on the public transportation system of a city can cripple its economy. Uninformed investments in countermeasures may result in a waste of resources if the risk is negligible. However, risks are difficult to quantify in an objective manner because of uncertainties, speculations, and subjective assumptions. This study contributes a probabilistic model, validated by ten different machine learning methods applied to the fusion of six heterogeneous datasets, to objectively quantify risks at different jurisdictional scales. The risk index is purposefully simple to quickly inform a proportional prioritization of resources to make fair investment decisions that stakeholders can easily understand, and to guide policy formulation. The main finding is that the risk indices among public transit jurisdictions in the United States distribute normally. This result enables agencies to evaluate the quality of their risk index calculations by detecting an outlier or a large deviation from the expected value.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100009"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22000091/pdfft?md5=31a6de7cdc0a3cba01fb28f4880f681c&pid=1-s2.0-S1077291X22000091-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54977248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Connecting with transit: Using connectivity to align and schedule transit service 连接运输:使用连接来调整和安排运输服务
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100012
Benjamin Etgen
{"title":"Connecting with transit: Using connectivity to align and schedule transit service","authors":"Benjamin Etgen","doi":"10.1016/j.jpubtr.2022.100012","DOIUrl":"10.1016/j.jpubtr.2022.100012","url":null,"abstract":"<div><p>Transit service can be aligned and scheduled to allow passengers to transfer between routes that arrive together and provide the opportunity to connect. In modular networks, timed-connections at every intersection of routes are independent of frequency and do not require additional schedule time. Recovery time to accommodate variable traffic levels and transit speeds can be added as needed. Routes can be aligned over an incomplete grid of roads or provide additional transit capacity between major destinations. Routes with lower ridership can be scheduled with lower frequency of service. Portions of the same route can be served with different frequencies. A central grid of routes can branch as radial suburban routes. Modular networks can be applied to the constantly changing headways between faster, rapid buses and slower, local buses. In each case, timed-connections allow passengers to transfer between routes without delay.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100012"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22000121/pdfft?md5=2bee1240f18db421996972c00aaf1d4c&pid=1-s2.0-S1077291X22000121-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54977385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Acceptance of driverless shuttles in pilot and non-pilot cities 在试点城市和非试点城市接受无人驾驶班车
IF 12.2 4区 工程技术
Journal of Public Transportation Pub Date : 2022-01-01 DOI: 10.1016/j.jpubtr.2022.100018
Zhiqiu Jiang, Max Zheng, Andrew Mondschein
{"title":"Acceptance of driverless shuttles in pilot and non-pilot cities","authors":"Zhiqiu Jiang,&nbsp;Max Zheng,&nbsp;Andrew Mondschein","doi":"10.1016/j.jpubtr.2022.100018","DOIUrl":"10.1016/j.jpubtr.2022.100018","url":null,"abstract":"<div><p>Recently some US cities have launched pilot driverless shuttle programs, testing driverless shuttles on their roads. Using data collected in April 2020 from respondents in eight US cities, four with pilot driverless shuttle programs and four non-pilot control cities, we investigate the factors associated with residents’ attitudes towards driverless shuttles. We use confirmatory factor analysis to construct four latent variables representing respondent attitudes: safety confidence, software security concerns, technology familiarity and interest, and preference for human control. Then, we estimate levels of adoption using a structural equation model-based multigroup analysis. We find that individuals in pilot cities not only demonstrate greater acceptance of driverless shuttle programs but also have different determinants of acceptance compared with those in non-pilot cities. Notably, the effects of local transit access on driverless shuttle acceptance vary between pilot and non-pilot cities. These findings provide early insight into how driverless shuttles may be accepted by the broader population and what factors may influence the effectiveness of driverless shuttles as public transportation over the long term.</p></div>","PeriodicalId":47173,"journal":{"name":"Journal of Public Transportation","volume":"24 ","pages":"Article 100018"},"PeriodicalIF":12.2,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1077291X22000182/pdfft?md5=1a4149e2987102ccbb14782d4e87b39f&pid=1-s2.0-S1077291X22000182-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54977486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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