Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100031
Marco te Brömmelstroet , Miloš N. Mladenović , Anna Nikolaeva , İdil Gaziulusoy , Antonio Ferreira , Kaisa Schmidt-Thomé , Roope Ritvos , Silvia Sousa , Bernadette Bergsma
Our mainstream mobility thinking is narrowly framed: it highlights the role of mobility in economic and urban growth, individual speed and system efficiency, but obscures its role in reproducing inequalities, and in driving unsustainable developments on a global scale. Critically, however, this narrative obscures our view on the increasingly problematic societal and environmental ‘externalities’ of mobility, such as its significant contribution to climate change, air pollution, social exclusion, deaths and injuries, public health issues and landscape degradation. With such high stakes for our common mobility futures, how can we identify seeds of emerging alternatives, nurture and amplify their potential impact and empower emerging alternative futures?
{"title":"Identifying, nurturing and empowering alternative mobility narratives","authors":"Marco te Brömmelstroet , Miloš N. Mladenović , Anna Nikolaeva , İdil Gaziulusoy , Antonio Ferreira , Kaisa Schmidt-Thomé , Roope Ritvos , Silvia Sousa , Bernadette Bergsma","doi":"10.1016/j.urbmob.2022.100031","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100031","url":null,"abstract":"<div><p>Our mainstream mobility thinking is narrowly framed: it highlights the role of mobility in economic and urban growth, individual speed and system efficiency, but obscures its role in reproducing inequalities, and in driving unsustainable developments on a global scale. Critically, however, this narrative obscures our view on the increasingly problematic societal and environmental ‘externalities’ of mobility, such as its significant contribution to climate change, air pollution, social exclusion, deaths and injuries, public health issues and landscape degradation. With such high stakes for our common mobility futures, how can we identify seeds of emerging alternatives, nurture and amplify their potential impact and empower emerging alternative futures?</p></div>","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"2 ","pages":"Article 100031"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S266709172200019X/pdfft?md5=8d0aefc52ba2808972cae63657a9e4b0&pid=1-s2.0-S266709172200019X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72243070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100023
Max Reichenbach, Maike Puhe
Urban ropeways are a novel option to extend public transport. Technically suited to a range of use cases, urban ropeways have not yet been implemented as part of a public transport solution in Germany. Rather than the technology itself, specific routines and practices of the public transport service regime have been identified as main challenges. Building on series of expert workshops conducted in 2017 (23 participants in total), we look beyond technical characteristics and study the preparedness of service regime actors regarding processes and routines as well as structural factors of inertia. Generally, we observe an increasing openness towards reflecting about integrating urban ropeways into public transport. However, misalignment is still clearly visible: First, lacking experiences with this new option at the local level imply a time-consuming need for information and clarification. Second, and more fundamentally, the suitability of established planning routines is questioned, which is critical because the dense regulatory framework existing in Germany currently requires these. We discuss the implications at the level of the service regime and the relevance of these structural mechanisms in considering technological potentials in a mobility transition more generally.
{"title":"Struggling with inertia: Regime barriers opposing planning and implementation of urban ropeways","authors":"Max Reichenbach, Maike Puhe","doi":"10.1016/j.urbmob.2022.100023","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100023","url":null,"abstract":"<div><p>Urban ropeways are a novel option to extend public transport. Technically suited to a range of use cases, urban ropeways have not yet been implemented as part of a public transport solution in Germany. Rather than the technology itself, specific routines and practices of the public transport service regime have been identified as main challenges. Building on series of expert workshops conducted in 2017 (23 participants in total), we look beyond technical characteristics and study the preparedness of service regime actors regarding processes and routines as well as structural factors of inertia. Generally, we observe an increasing openness towards reflecting about integrating urban ropeways into public transport. However, misalignment is still clearly visible: First, lacking experiences with this new option at the local level imply a time-consuming need for information and clarification. Second, and more fundamentally, the suitability of established planning routines is questioned, which is critical because the dense regulatory framework existing in Germany currently requires these. We discuss the implications at the level of the service regime and the relevance of these structural mechanisms in considering technological potentials in a mobility transition more generally.</p></div>","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"2 ","pages":"Article 100023"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2667091722000115/pdfft?md5=8185c6f45bff1795b49f9d286a3ffc78&pid=1-s2.0-S2667091722000115-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72243074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100023
M. Reichenbach, M. Puhe
{"title":"Struggling with inertia: Regime barriers opposing planning and implementation of urban ropeways","authors":"M. Reichenbach, M. Puhe","doi":"10.1016/j.urbmob.2022.100023","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100023","url":null,"abstract":"","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"63 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83941323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100036
Martin Plank, Clément Lemardelé, T. Assmann, S. Zug
{"title":"Ready for robots? Assessment of autonomous delivery robot operative accessibility in German cities","authors":"Martin Plank, Clément Lemardelé, T. Assmann, S. Zug","doi":"10.1016/j.urbmob.2022.100036","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100036","url":null,"abstract":"","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"18 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74096783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100035
Oded Cats , Francesco Ferranti
The analysis of longitudinal travel data enables investigating how mobility patterns vary across the population and identify the spatial properties thereof. The objective of this study is to identify the extent to which users explore different parts of the network as well as identify distinctive user groups in terms of the spatial extent of their mobility patterns. To this end, we propose two means for representing spatial mobility profiles and clustering travellers accordingly. We represent users patterns in terms of zonal visiting frequency profiles and grid-cells spatial extent heatmaps. We apply the proposed analysis to a large-scale multi-modal mobility dataset from the public transport system in Stockholm, Sweden. We unravel three clusters - Locals, Commuters and Explorers - that best describe the zonal visiting frequency and show that their composition varies considerably across users’ place of residence. We also identify 15 clusters of visiting spatial extent based on the intensity and direction in which they are oriented. A cross-analysis of the results of the two clustering methods reveals that user segmentation based on exploration patterns and spatial extent are largely independent, indicating that the two different clustering approaches provide fundamentally different insights into the underlying spatial properties of individuals’ mobility patterns. The approach proposed and demonstrated in this study could be applied for any longitudinal individual travel demand data.
{"title":"Unravelling the spatial properties of individual mobility patterns using longitudinal travel data","authors":"Oded Cats , Francesco Ferranti","doi":"10.1016/j.urbmob.2022.100035","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100035","url":null,"abstract":"<div><p>The analysis of longitudinal travel data enables investigating how mobility patterns vary across the population and identify the spatial properties thereof. The objective of this study is to identify the extent to which users explore different parts of the network as well as identify distinctive user groups in terms of the spatial extent of their mobility patterns. To this end, we propose two means for representing spatial mobility profiles and clustering travellers accordingly. We represent users patterns in terms of zonal visiting frequency profiles and grid-cells spatial extent heatmaps. We apply the proposed analysis to a large-scale multi-modal mobility dataset from the public transport system in Stockholm, Sweden. We unravel three clusters - Locals, Commuters and Explorers - that best describe the zonal visiting frequency and show that their composition varies considerably across users’ place of residence. We also identify 15 clusters of visiting spatial extent based on the intensity and direction in which they are oriented. A cross-analysis of the results of the two clustering methods reveals that user segmentation based on exploration patterns and spatial extent are largely independent, indicating that the two different clustering approaches provide fundamentally different insights into the underlying spatial properties of individuals’ mobility patterns. The approach proposed and demonstrated in this study could be applied for any longitudinal individual travel demand data.</p></div>","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"2 ","pages":"Article 100035"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2667091722000231/pdfft?md5=11e498292eb05621469f8dc80badef9a&pid=1-s2.0-S2667091722000231-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72243002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100037
Muhammad Abdullah , Nazam Ali , Muhammad Ashraf Javid , Qudeer Hussain
This study aimed at understanding the awareness and knowledge levels of planning and engineering students and practitioners about the 15-Minute City concept (FMC). The three main objectives were to determine the awareness levels, factors affecting the awareness levels and the knowledge level about FMC. A questionnaire survey was conducted in Lahore, Pakistan, which included questions on the respondents’ demographics, and their awareness and knowledge about FMC. The collected data were analyzed using various statistical analysis techniques to achieve the objectives of the study. The results indicated that a high number of respondents did not have awareness about the FMC concept. Ordinal regression model indicated that type of degree and numbers of seminars attended had a significant influence on the awareness levels. Those having or pursuing planning degrees had higher awareness about FMC than those with engineering degrees. Those who attended more number of seminars on urban and transport planning had higher levels of awareness about FMC as compared to those with lower number of seminars. Civil and Transportation Engineers play an important role in the planning and development of cities, however, they were found to have lower awareness levels. The results of this study can be used to determine how the awareness level of planners and engineers can be increased about more sustainable solutions including FMC.
{"title":"Awareness and knowledge levels of engineering and planning students and practitioners about the 15-minute city concept in a developing country","authors":"Muhammad Abdullah , Nazam Ali , Muhammad Ashraf Javid , Qudeer Hussain","doi":"10.1016/j.urbmob.2022.100037","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100037","url":null,"abstract":"<div><p>This study aimed at understanding the awareness and knowledge levels of planning and engineering students and practitioners about the 15-Minute City concept (FMC). The three main objectives were to determine the awareness levels, factors affecting the awareness levels and the knowledge level about FMC. A questionnaire survey was conducted in Lahore, Pakistan, which included questions on the respondents’ demographics, and their awareness and knowledge about FMC. The collected data were analyzed using various statistical analysis techniques to achieve the objectives of the study. The results indicated that a high number of respondents did not have awareness about the FMC concept. Ordinal regression model indicated that type of degree and numbers of seminars attended had a significant influence on the awareness levels. Those having or pursuing planning degrees had higher awareness about FMC than those with engineering degrees. Those who attended more number of seminars on urban and transport planning had higher levels of awareness about FMC as compared to those with lower number of seminars. Civil and Transportation Engineers play an important role in the planning and development of cities, however, they were found to have lower awareness levels. The results of this study can be used to determine how the awareness level of planners and engineers can be increased about more sustainable solutions including FMC.</p></div>","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"2 ","pages":"Article 100037"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2667091722000255/pdfft?md5=4bdada2e93fb8b0bf90d5433824b3057&pid=1-s2.0-S2667091722000255-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72243078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100013
Lucas Schwarz , Andreas Keler , Jukka M. Krisp
Introduction
During the COVID-19 lockdown significant improvements in urban air quality were detected due to the absence of motorized vehicles. It is crucial to perpetuate such improvements to maintain and improve public health simultaneously. Therefore, this exploratory study approached bicycle infrastructure in the case of Munich (Germany) to find out which specific bicycle lanes meet the demands of its users, how such infrastructure looks like, and which characteristics are potentially important.
Methods
To identify patterns of bicycle infrastructure in Munich exploratory data is collected over the timespan of three consecutive weeks in August by a bicycle rider at different times of the day. We measure position, time, velocity, pulse, level of sound, temperature and humidity. In the next step, we qualitatively identified different segments and applied a cluster analysis to quantitatively describe those segments regarding the measured factors. The data allows us to identify which bicycle lanes have a particular set of measurements, indicating a favorable construction for bike riders.
Results
In the exploratory dataset, five relevant segment clusters are identified: viscous, slow, inconsistent, accelerating, and best-performance. The segments that are identified as best-performance enable bicycle riders to travel efficiently and safely at amenable distances in urban areas. They are characterized by their width, little to no interaction with motorized traffic as well as pedestrians, and effective traffic light control.
Discussion
We propose two levels of discussion: (1) revolves around what kind of bicycles lanes from the case study can help to increase bicycle usage in urban areas, while simultaneously improving public health and mitigating climate change challenges and (2) discussing the possibilities, limitations and necessary improvements of this kind of exploratory methodology.
{"title":"Improving urban bicycle infrastructure-an exploratory study based on the effects from the COVID-19 Lockdown","authors":"Lucas Schwarz , Andreas Keler , Jukka M. Krisp","doi":"10.1016/j.urbmob.2022.100013","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100013","url":null,"abstract":"<div><h3>Introduction</h3><p>During the COVID-19 lockdown significant improvements in urban air quality were detected due to the absence of motorized vehicles. It is crucial to perpetuate such improvements to maintain and improve public health simultaneously. Therefore, this exploratory study approached bicycle infrastructure in the case of Munich (Germany) to find out which specific bicycle lanes meet the demands of its users, how such infrastructure looks like, and which characteristics are potentially important.</p></div><div><h3>Methods</h3><p>To identify patterns of bicycle infrastructure in Munich exploratory data is collected over the timespan of three consecutive weeks in August by a bicycle rider at different times of the day. We measure position, time, velocity, pulse, level of sound, temperature and humidity. In the next step, we qualitatively identified different segments and applied a cluster analysis to quantitatively describe those segments regarding the measured factors. The data allows us to identify which bicycle lanes have a particular set of measurements, indicating a favorable construction for bike riders.</p></div><div><h3>Results</h3><p>In the exploratory dataset, five relevant segment clusters are identified: <em>viscous, slow, inconsistent, accelerating,</em> and <em>best-performance</em>. The segments that are identified as <em>best-performance</em> enable bicycle riders to travel efficiently and safely at amenable distances in urban areas. They are characterized by their width, little to no interaction with motorized traffic as well as pedestrians, and effective traffic light control.</p></div><div><h3>Discussion</h3><p>We propose two levels of discussion: (1) revolves around what kind of bicycles lanes from the case study can help to increase bicycle usage in urban areas, while simultaneously improving public health and mitigating climate change challenges and (2) discussing the possibilities, limitations and necessary improvements of this kind of exploratory methodology.</p></div>","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"2 ","pages":"Article 100013"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2667091722000012/pdfft?md5=e9b00cd74440381c79a9875e95143350&pid=1-s2.0-S2667091722000012-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72243493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100034
Gillian Harrison , Joseph Stanford , Hannah Rakoff , Scott Smith , Simon Shepherd , Yvonne Barnard , Satu Innamaa
In this work we are concerned with how the introduction of connected and automated mobility (CAM) will influence liveability in cities. We engaged with city and transport planners from both Europe and the U.S. and adopted a system dynamics approach to capturing the discussions and exploring potential outcomes. There are two aims in doing this: (1) to identify the concerns of city planners and how they differ from the traditional focus of transport researchers; but also (2) to develop a causal loop diagram (CLD) that can both explore the potential systemic effects of CAM and help to communicate those effects and the underlying mental models. Addressing these aims can inform policy design related to both CAM specifically and urban mobility more generally. In a change from previous related studies, we allowed the participants to establish their concept of liveability in cities and did not define a specific CAM scenario. This broad scope was critical in capturing the high-level view of what really matters to city stakeholders. We have established that a focus on a more holistic understanding of interactions related to sustainability is required rather than on specific transport modes or technology. A key insight that emerged was that quality of life (QoL) was the dominant concern of city planners, regardless of how it is achieved. The specifics of new services or technologies (such as CAM) are secondary concerns - which are important only insofar as they support the higher goal of improving QoL. As a result, we have produced a high level CLD that can be used as a starter for any future research in the area of CAM and liveability in cities and which may resonate better than previous CAM models have with city planners and policy makers—those who will ultimately play a key role in recommending and then implementing changes affecting QoL.
{"title":"Assessing the influence of connected and automated mobility on the liveability of cities","authors":"Gillian Harrison , Joseph Stanford , Hannah Rakoff , Scott Smith , Simon Shepherd , Yvonne Barnard , Satu Innamaa","doi":"10.1016/j.urbmob.2022.100034","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100034","url":null,"abstract":"<div><p>In this work we are concerned with how the introduction of connected and automated mobility (CAM) will influence liveability in cities. We engaged with city and transport planners from both Europe and the U.S. and adopted a system dynamics approach to capturing the discussions and exploring potential outcomes. There are two aims in doing this: (1) to identify the concerns of city planners and how they differ from the traditional focus of transport researchers; but also (2) to develop a causal loop diagram (CLD) that can both explore the potential systemic effects of CAM and help to communicate those effects and the underlying mental models. Addressing these aims can inform policy design related to both CAM specifically and urban mobility more generally. In a change from previous related studies, we allowed the participants to establish their concept of liveability in cities and did not define a specific CAM scenario. This broad scope was critical in capturing the high-level view of what really matters to city stakeholders. We have established that a focus on a more holistic understanding of interactions related to sustainability is required rather than on specific transport modes or technology. A key insight that emerged was that quality of life (QoL) was the dominant concern of city planners, regardless of how it is achieved. The specifics of new services or technologies (such as CAM) are secondary concerns - which are important only insofar as they support the higher goal of improving QoL. As a result, we have produced a high level CLD that can be used as a starter for any future research in the area of CAM and liveability in cities and which may resonate better than previous CAM models have with city planners and policy makers—those who will ultimately play a key role in recommending and then implementing changes affecting QoL.</p></div>","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"2 ","pages":"Article 100034"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S266709172200022X/pdfft?md5=ec3be55412f7feeb4de68ccd99b79649&pid=1-s2.0-S266709172200022X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72243080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100033
Elias Pajares, Ulrike Jehle, Joelean Hall, Montserrat Miramontes, G. Wulfhorst
{"title":"Assessment of the usefulness of the accessibility instrument GOAT for the planning practice","authors":"Elias Pajares, Ulrike Jehle, Joelean Hall, Montserrat Miramontes, G. Wulfhorst","doi":"10.1016/j.urbmob.2022.100033","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100033","url":null,"abstract":"","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"70 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91368116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-12-01DOI: 10.1016/j.urbmob.2022.100034
G. Harrison, Joseph M. Stanford, Hannah Rakoff, Scott Smith, S. Shepherd, Y. Barnard, S. Innamaa
{"title":"Assessing the influence of connected and automated mobility on the liveability of cities","authors":"G. Harrison, Joseph M. Stanford, Hannah Rakoff, Scott Smith, S. Shepherd, Y. Barnard, S. Innamaa","doi":"10.1016/j.urbmob.2022.100034","DOIUrl":"https://doi.org/10.1016/j.urbmob.2022.100034","url":null,"abstract":"","PeriodicalId":100852,"journal":{"name":"Journal of Urban Mobility","volume":"41 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86605493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}