Sailesh Acharya, Venu M. Garikapati, Michael Allen, Mingdong Lyu, Christopher Hoehne, Shivam Sharda, Robert Fitzgerald
{"title":"Enriching OpenStreetMap network data for transportation applications: Insights into the impact of urban congestion on accessibility","authors":"Sailesh Acharya, Venu M. Garikapati, Michael Allen, Mingdong Lyu, Christopher Hoehne, Shivam Sharda, Robert Fitzgerald","doi":"10.1016/j.jtrangeo.2024.104096","DOIUrl":"10.1016/j.jtrangeo.2024.104096","url":null,"abstract":"<div><div>OpenStreetMap (OSM) data is a valuable open-source resource for various transportation, traffic, and planning applications. However, OSM network data lack operating traffic speed information, which is critical for transport planning and operations. Addressing this shortcoming, this study leverages commercial vendor data (to serve as ground truth) with exogenous, open-source variables characterizing local transport infrastructure, land use, and demographic information to predict average congested traffic speeds on OSM networks. Three machine-learning models were tested and estimated for OSM links with and without speed limit information in the Denver metropolitan region. Among these, XGBoost performed best, with mean absolute errors of 3.27 and 3.62 mph for links with and without speed limits, respectively. The developed models accurately predicted traffic speeds for different hours and days of the week compared to ground truth data. Using these predicted speeds, drive accessibility scores were computed for the Denver region for different time periods using the Mobility Energy Productivity (MEP) metric to understand the impact of congestion on energy-efficient accessibility. Results show that congestion-adjusted drive accessibility can be significantly lower compared to accessibility calculated using free flow speeds. Specifically, weekday evening hours saw a 42 % drop in accessibility due to reduced speeds, particularly around downtown Denver. Across the Denver metro region, approximately half as many opportunities and jobs are accessible in under 20 min by car during the evening peak period relative to free flow conditions. These findings underscore the importance of using congestion-adjusted operating speeds rather than speed limits in accessibility calculations, as reliance on speed limits can substantially overestimate energy-efficient drive accessibility in large, car-centric cities susceptible to significant congestion. The methodology presented here could further enrich OSM network data, making them useful for an even broader range of transportation applications.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104096"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142874479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Measuring the impacts of subway openings on location choice: Systematic evidence from service enterprises, Beijing","authors":"Guoqiang Feng , Tianle Wang , Zihong Huang","doi":"10.1016/j.jtrangeo.2024.104082","DOIUrl":"10.1016/j.jtrangeo.2024.104082","url":null,"abstract":"<div><div>Studies concerning the location choices of enterprises are predominantly focus on manufacturing enterprises, with limited attention given to service enterprises. This paper examines Beijing, whose services account for more than 80 % of GDP, to ascertain whether enhanced accessibility through the expansion of subway network facilitates new service enterprises to capitalize on agglomeration economies, ultimately contributing to the transformation of the urban landscape. Using a matched dataset comprising 16,571 gird cells, each measuring 1 × 1 km in size, and information on newly registered service enterprises in Beijing from 2007 to 2018, we employ a mult-period difference-in-difference (DID) estimation methodology, leveraging exogenous shocks from the opening of new subway lines, to examine the causal relationship between subway openings and the location decision of service enterprises. Our findings indicate that the subway network positively influences the establishment of service enterprises, with a 53.8 % increase in newly registered service enterprises following the opening of a new subway line. Furthermore, the agglomeration effects of subway network are more salient for newly registered producer service enterprises, which tend to cluster in central areas, whereas consumer service enterprises demonstrate a preference for agglomeration in the city's periphery, thereby contributing to the reconfiguration of the city's urban structure.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104082"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142790024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Keke Ji , Qing Yang , Liang Dong , Zipeng Lin , Kaili Ji , Ting Zhang , Xingxing Liu
{"title":"Transportation development paths in 30 provinces of China in the context of carbon quota allocation","authors":"Keke Ji , Qing Yang , Liang Dong , Zipeng Lin , Kaili Ji , Ting Zhang , Xingxing Liu","doi":"10.1016/j.jtrangeo.2025.104148","DOIUrl":"10.1016/j.jtrangeo.2025.104148","url":null,"abstract":"<div><div>Establishing a scientific mechanism for allocating carbon allowances in the transportation sector is vital for achieving net-zero emissions targets, especially considering China's significant regional disparities. Nonetheless, the current methods are inadequate. By exploring the causal mechanism of transportation CO2 emissions (TCE), this study addresses the aforementioned gap by developing a carbon allowance allocation method utilizing innovative econometric tools. The method calculates the cost of carbon emission reductions in each province using the non-radial directional distance function (NDDF). We constructed a three-dimensional spatial (SEE) transportation carbon quota allocation model grounded in Stability, Equity, and Efficiency, aimed at facilitating scenario analysis up to 2030. Results highlighted: (1) There is a positive correlation between transportation carbon quotas and the economic scale of each province, with Guangdong Province reaching the highest at about 76 million tons (low-carbon scenarios), further demonstrating that China's transportation carbon emissions have not yet decoupled from economic growth; (2) the marginal carbon abatement costs across provinces vary significantly, exhibiting a pattern of higher costs in the west and lower in the east, with a price range of RMB 40–690 per ton; (3) provinces focused on green transportation, such as Beijing, and those driven by economic driven, like Hebei, can achieve Pareto improvement and balance economic development with carbon emission reductions through reasonable trading. The study provides a methodological basis for China's transportation carbon quota allocation system and offers guidance on selecting development models for different regions.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104148"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143429571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Impacts of bicycle facilities on residential property values in 11 US cities","authors":"Abdirashid Dahir, Huyen T.K. Le","doi":"10.1016/j.jtrangeo.2025.104146","DOIUrl":"10.1016/j.jtrangeo.2025.104146","url":null,"abstract":"<div><div>Bicycle infrastructure has been found to increase nearby residential property values. However, most evidence for this economic impact is limited to a single city. This study investigates the pre- and post-treatment effects of different types of bicycle facilities on the values of single-family and multifamily homes in 11 cities in the United States from 2000 to 2019. We utilize a quasi-experimental approach with matching techniques and hedonic models to track down the changes in the sales price of residential properties over time within an 800-m buffer of bicycle facilities. We found a mixed impact of property value appreciation, depreciation, and no change in the sales price by different types of bicycle infrastructure including on-street and off-street facilities on single-family and multifamily residential properties across the 11 cities. Single-family and multifamily properties near off-street-only facilities experienced appreciation in Los Angeles, Minneapolis, and Cleveland. Meanwhile, single-family homes near on-street-only facilities tended to decrease their values in Columbus, Eugene, Philadelphia, and Tucson, and increase only in Minneapolis. All properties within 800 m of both on-street and off-street facilities saw their values increase in Columbus and Minneapolis. However, we did not find a statistically significant effect of bicycle infrastructure on housing values in Portland, San Francisco, and Seattle. Findings from our study will inform decision-making and planning for bicycle infrastructure while ensuring the equitable distribution of these facilities and affordable housing for disadvantaged populations.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104146"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143396230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The gender data gap in e-micromobility research: A systematic review of gender reporting","authors":"Katie J. Parnell","doi":"10.1016/j.jtrangeo.2025.104127","DOIUrl":"10.1016/j.jtrangeo.2025.104127","url":null,"abstract":"<div><div>Our transportation systems have encountered male bias in their design and evaluation for many years due to a lack of data from female users. Despite being a relatively new mode of transportation, e-micromobility has had greater uptake by male users from its inception. Yet, the gendered analysis and reporting of e-micromobility has not been analysed in detail on a large scale. This review identified 292 papers across 37 different countries that have conducted participant-based research into e-micromobility, to understand how gender was reported and analysed in the samples used in the studies. This identified that half of all papers reviewed had a male majority sample, while only 15 % had an equal split of male and female participants. 45 % of the studies (<em>n</em> = 133) reported gender differences, suggesting that gender does impact on e-micromobility use, with considerably more data on male users compared to female users. There was also a lack of reporting on non-binary gender data. With the application of gender factors that have been previously established in the transport domain, this review paper also identifies gender data gaps in areas such as care related journeys, encumbered travel and ergonomic design. The importance in accounting for the role of gender in the development of policy targeting e-micromobility is also presented from the findings of the review. The paper calls for more careful consideration of gender in the design and reporting of e-micromobility studies and presents recommendation that are applicable to a broad range of stakeholders in the e-micromobility domain.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104127"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143350632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Social barriers and opportunities for transition towards sustainable mobility: The role of selected beliefs and attitudes in Central-Eastern Europe","authors":"Beata Łopaciuk-Gonczaryk , Anna Nicińska","doi":"10.1016/j.jtrangeo.2024.104077","DOIUrl":"10.1016/j.jtrangeo.2024.104077","url":null,"abstract":"<div><div>In contrast to other emissions' sources, emissions' growth from transport, caused largely by private cars, did not slow down in the last decade. We examine institutional barriers to the reduction of private car ownership and use, and to the development of mobility as a service, as well as opportunities that can foster development of sustainable transportation. We find that beliefs of higher quality of private than public services and prosocial attitudes impact on car ownership and mobility services use, respectively. By studying effects of the exposure to communism in Central-Eastern European countries, we shed new light on the specific barriers and chances for sustainable transition in a set of formerly communist countries.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104077"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143145908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Why they are experiencing long-time commuting: A gendered analysis across occupational, family, and spatial dimensions","authors":"Nixuan Ye , Chao Yang , Chengcheng Yu","doi":"10.1016/j.jtrangeo.2025.104133","DOIUrl":"10.1016/j.jtrangeo.2025.104133","url":null,"abstract":"<div><div>The growing job-residence imbalance has led to an increasing concern about long-time commuting. Existing studies have made great efforts to explain the influencing mechanism, but a perspective based on the gender difference has not been fully explored before. Moreover, research on causality in long-time commuting has been limited. This study aims to address these gaps by using 2019 Household Travel Survey data from Shanghai, combined with census and land use data at the sub-district level. The analysis of variance (ANOVA) and causal model are used to explore gender differences in long-time commuting behavior, as well as the causal effects of individual occupations, family stages, and spatial types on these differences. Our results confirm that gender differences in long-time commuting are significant at individual, family, and spatial levels. The analysis indicates that high-income white-collar workers have a positive causal effect on the choice of long-time commuting among commuters, although this effect is smaller for women. The impact of different family life cycles on long-time commuting among women varies significantly, with the formation and expansion stages showing negative impacts, and stabilizing into a positive impact during the stability stage. The findings at the spatial level further indicate that women's disadvantaged position in urban spatial competition may increase their likelihood of engaging in long-time commuting to obtain appropriate employment opportunities. These findings demonstrate the gender differences in long-time commuting across different levels, highlighting the importance of inclusive and comprehensive job-housing balance policies for promoting gender equality and reducing long-time commuting.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104133"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143146524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Corneliu Cotet , Gustav Bösehans , Dilum Dissanayake
{"title":"Exploring the factors shaping attitudes and intentions towards automated buses: Empirical evidence from Northeast England","authors":"Corneliu Cotet , Gustav Bösehans , Dilum Dissanayake","doi":"10.1016/j.jtrangeo.2024.104024","DOIUrl":"10.1016/j.jtrangeo.2024.104024","url":null,"abstract":"<div><div>This paper presents an insightful journey into understanding how travellers in the Northeast England perceive and interact with both conventional and emerging automated bus services. Employing a comprehensive methodology, our research scrutinizes data collected from 417 regional respondents via online questionnaires, integrating a blend of quantitative, qualitative, and spatial data points. This approach not only uncovers nuanced attitudes towards public transportation but also sheds light on the potential implications and acceptance of automated bus (AB) services, a fundamental element in shaping the future of urban mobility. The narrative aimed at (i) identifying present socio-demographic clusters and their travel behaviour, (ii) analysing perceptions regarding public transport with an emphasis on bus services, (iii) discovering attitudes towards AB systems and (iv) establishing the likelihood of a travel shift towards ABs.</div><div>The quantitative analysis applied Multiple Correspondence Analysis, unveiling five distinct socio-demographic clusters: (1) full-time employed, car-dependent individuals; (2) flexibly working individuals with mixed travel modes; (3) retired, car-dependent persons; (4) unemployed individuals primarily relying on walking and bus services; and (5) employed students utilizing various public transport and active travel modes. Furthermore, Categorical Principal Component Analysis revealed four key attitudinal components influencing bus service perceptions: (a) safety, quality, and comfort; (b) accessibility and availability; (c) cost and reliability; and (d) punctuality and preferences for alternatives. The qualitative dimension covered content and sentiment analysis on responses to open-ended questions about automated buses. This analysis highlighted mixed sentiments, with 56 % positive and 44 % negative mentions. Key connotations with automated buses included expectations of reduced accidents and safer roads, enhanced reliability and frequency of services, potential job losses, diminished social interaction, and concerns over personal security. The study culminates in a spatial analysis, synthesizing the socio-demographic clusters, attitudinal components, and a comparative assessment of traditional versus automated bus services.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104024"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142968035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Borrowed size and borrowed administrative power: Effects of high-speed rail network on industrial upgrading and variegated externalities in the Yangtze River Delta, China","authors":"Dehao Shi , Lei Wang , Xianchun Zhang , Tao Yu","doi":"10.1016/j.jtrangeo.2025.104113","DOIUrl":"10.1016/j.jtrangeo.2025.104113","url":null,"abstract":"<div><div>While the externalities of urban size on regional transportation infrastructure effects have been extensively discussed, the role of urban administrative power has received comparatively less scholarly attention. This study delves into the impact of high-speed rail (HSR) development on urban industrial upgrading and regional development, focusing on both economic and administrative externalities. By applying the concepts of ‘borrowed size’ and ‘agglomeration shadow,’ we analyze the effects of HSR on industrial upgrading in the Yangtze River Delta (YRD) region using panel data from 199 county-level units between 2000 and 2017. Employing multi-stage difference-in-differences (DID) and difference-in-difference-in-differences (DDD) models, our findings reveal that HSR significantly catalyzes industrial upgrading in the YRD, with a notable reduction in the output value of the secondary sector by 4.4 % and an expansion of the tertiary sector by 7.4 %. Additionally, this study indicates a positive correlation between urban size and manufacturing sector exit, while administrative power enhances the service sector's concentration in HSR-connected regions. These findings not only contribute to the existing body of scholarship on HSR's role in industrial upgrading but also advance a novel methodological approach that bridges transport geography and urban political economy through the lens of transport infrastructure as a mediating mechanism.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104113"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142968039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Assessing the structural resilience of the global crude oil maritime transportation network: A motif-based approach from network to ports","authors":"Ruibin Si , Peng Jia , Haijiang Li , Xueting Zhao","doi":"10.1016/j.jtrangeo.2025.104123","DOIUrl":"10.1016/j.jtrangeo.2025.104123","url":null,"abstract":"<div><div>The local structure has a decisive impact on the structural resilience of the Global Crude Oil Maritime Transportation Network (GCOMTN). However, existing studies ignore the significant local characteristics of ports that arise from the unique transport patterns of crude oil tankers. In this study, we construct the GCOMTN using AIS data of crude oil tankers from 2020 and develop a framework for assessing structural resilience at a finer granularity. Specifically, we introduced motif structures to characterize local structural features and proposed a sub-network perspective to evaluate the structural resilience of ports. We then explore the structural resilience of both network-wide and port-level under three intentional attack scenarios. The results indicate that closed motifs are the most vulnerable, disappearing rapidly under intentional attacks. The GCOMTN structure is particularly sensitive to failures at strategically located ports. Conversely, individual ports demonstrate greater resilience in such scenario, even though their local structures tend to be inherently unstable. This study offers valuable insights for the International Maritime Organization (IMO) to collaborate effectively with port authorities, ensuring alignment in the goal of maintaining stable crude oil transportation.</div></div>","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":"123 ","pages":"Article 104123"},"PeriodicalIF":5.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142990286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}