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role of perceived satisfaction and the built environment on the frequency of cycle-commuting 感知满意度和建筑环境对自行车通勤频率的影响
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-02-01 DOI: 10.5198/JTLU.2021.1826
T. Echiburú, Ricardo Hurtubia, J. Muñoz
Understanding how several street attributes influence the frequency of cycle commuting is relevant for policymaking in urban planning. However, to better understand the impact of the built environment on people's choices, we must understand the subjective experience of individuals while cycling. This study examines the relationship between perceived satisfaction and the attributes of the built environment along the route.Data was collected from a survey carried out within one district of Santiago’s central business district (N=2,545). It included socio-demographic information, origin-destination and route, travel behavior habits, and psychometric indicators. Two models were estimated. The first, a satisfaction latent variable model by mode, confirms previous findings in the literature, such as the correlation between cycling and a more enjoyable experience, while adding some new findings. For instance, satisfaction increases with distance and the number of trips per week. The second is a hybrid ordered logit model for cycle commuting frequency that includes satisfaction, through a structural equation, that shows this latent variable plays a significant role in travel behavior.The presence of buses along the route decreases cycling satisfaction and frequency, while the trip length and the availability of cycle paths has the opposite effect for male and female cyclists. These results allow us to understand the main factors that deliver satisfaction to cyclists and therefore induce frequent cycle commuting. Overall, our study provides evidence of the need for policymakers to focus their strategies so as to effectively promote cycling among different types of commuters.
了解几种街道属性如何影响自行车通勤频率,对城市规划决策具有重要意义。然而,为了更好地了解建筑环境对人们选择的影响,我们必须了解个人在骑行时的主观体验。本研究考察了感知满意度与沿线建筑环境属性之间的关系。数据是从圣地亚哥中央商业区(N=2545)的一个区内进行的调查中收集的。它包括社会人口统计信息、出发地和路线、旅行行为习惯和心理测量指标。估计了两个模型。第一个是按模式划分的满意度潜变量模型,证实了文献中以前的发现,例如骑自行车和更愉快的体验之间的相关性,同时增加了一些新的发现。例如,满意度随着距离和每周出行次数的增加而增加。第二个是循环通勤频率的混合有序logit模型,该模型通过结构方程包括满意度,表明这个潜在变量在出行行为中起着重要作用。沿途公交车的存在降低了骑自行车的满意度和频率,而行程长度和自行车道的可用性对骑自行车的男性和女性产生了相反的影响。这些结果使我们能够了解给骑自行车的人带来满足感的主要因素,从而导致频繁的自行车通勤。总的来说,我们的研究提供了证据,证明政策制定者需要集中精力制定策略,以便在不同类型的通勤者中有效促进骑自行车运动。
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引用次数: 15
Drawing the map: The creation and regulation of geographic constraints on shared bikes and e-scooters in San Francisco, CA 绘制地图:加利福尼亚州旧金山共享自行车和电动自行车地理限制的创建和监管
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-02-01 DOI: 10.5198/JTLU.2021.1816
M. Moran
A prominent question in transportation planning is how cities should regulate emerging modes, such as shared bikes and e-scooters. This pertains to a range of attributes, including pricing, use of the public right of way, number of vehicles in a fleet, and vehicle speeds. However, less attention has been paid to the way private operators spatially constrain access to their fleets, such as via the use of virtual geographic boundaries (hereafter “geofences”), or how municipalities have regulated these features. San Francisco, given it is home to a number of these schemes, presents a compelling case for studying geofences, and how regulators have sought to influence them to further public policy goals, including spatial equity. This study analyzes each bike and e-scooter geofence in San Francisco longitudinally from 2017 to 2019 via manual digitization of all geofences. This reveals high levels of overlap in the city’s dense northeast quadrant, with limited to no coverage in western neighborhoods. Each operator’s geofence expanded over this period, filling in gaps in the northeast quadrant and expanding outward in each direction. Review of permit guidelines and applications submitted by operators indicate that San Francisco’s regulations for geofences have been limited and inconsistent, which may have contributed to the concentration of services in one section of the city, as well as disconnected geofence “islands.” Together, these observations demonstrate that if broad geofence coverage (i.e., spatial equity) is an explicit municipal goal, such an aim must prominently feature into the regulatory process. This is particularly important given that operators, if left with freedom over geofence design, are likely to emphasize only a city’s densest areas, especially if tight caps are set on the allowed number of vehicles. Finally, this case also exemplifies that geofences are not drawn in a vacuum but instead relate to other permit conditions as well as pressure from community organizations.
交通规划中的一个突出问题是,城市应该如何监管共享单车和电动自行车等新兴模式。这涉及一系列属性,包括定价、公共通行权的使用、车队中的车辆数量和车辆速度。然而,私人运营商在空间上限制其车队访问的方式,例如通过使用虚拟地理边界(以下简称“地理围栏”),或市政当局如何监管这些特征,却没有得到太多关注。鉴于旧金山是许多此类计划的所在地,它为研究地理围栏以及监管机构如何试图影响地理围栏以实现包括空间公平在内的公共政策目标提供了一个令人信服的案例。这项研究通过对旧金山所有地理围栏的手动数字化,对2017年至2019年的每辆自行车和电动自行车地理围栏进行了纵向分析。这表明,该市人口稠密的东北象限存在高度重叠,西部社区几乎没有覆盖范围。在此期间,每个运营商的地理围栏都扩大了,填补了东北象限的空白,并向各个方向向外扩展。对运营商提交的许可证指南和申请的审查表明,旧金山对地理围栏的规定有限且不一致,这可能导致服务集中在城市的一个地区,以及地理围栏“岛屿”的断开,这些观察结果表明,如果广泛的地理围栏覆盖(即空间公平)是一个明确的市政目标,那么这一目标必须在监管过程中占有突出地位。这一点尤为重要,因为运营商如果可以自由地进行地理围栏设计,可能只会强调城市最密集的区域,尤其是如果对允许的车辆数量设置了严格的上限。最后,这个案例也表明,地理围栏不是在真空中绘制的,而是与其他许可条件以及社区组织的压力有关。
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引用次数: 15
needs-gap analysis of street space allocation 街道空间配置的需求差距分析
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-02-01 DOI: 10.5198/JTLU.2021.1808
Gabriel Lefebvre-Ropars, C. Morency, Paula Negron-Poblete
Streets have long been designed to maximize motor vehicle throughput, ignoring other street users. Many cities are now reversing this trend and implementing policies to design more equitable streets. However, few existing tools and metrics enable widescale assessment, evaluation, and longitudinal tracking of these street space rebalancing efforts, i.e., assessing how equitable the current street design is, how it can be improved, and how much progress has been made.This paper develops a needs-gap methodology for assessing the discrepancy between transportation supply and demand in urban streets using existing datasets and automated methods. The share of street space allocated to different street users is measured in 11 boroughs of Montreal, Canada. Travel survey data is used to estimate the observed and potential travel demand in each borough in the AM peak period. A needs-gap analysis is then carried out. It is found that bus riders and cyclists face the greatest needs-gap across the study area, especially in central boroughs. The needs-gap also increases if only trips produced or attracted by a borough are considered. This shows the potential of applying an equity-based framework to the automated assessment of street space allocation in cities using large datasets.
长期以来,街道的设计都是为了最大化机动车辆的吞吐量,而忽略了其他街道使用者。许多城市正在扭转这一趋势,并实施政策,设计更公平的街道。然而,很少有现有的工具和指标能够对这些街道空间再平衡工作进行大规模的评估、评估和纵向跟踪,即评估当前街道设计的公平程度、如何改进以及取得了多大进展。本文开发了一种需求缺口方法,用于使用现有数据集和自动化方法评估城市街道交通供需之间的差异。分配给不同街道使用者的街道空间份额在加拿大蒙特利尔的11个行政区进行了测量。旅游调查数据用于估计每个行政区在AM高峰期的观察和潜在旅游需求。然后进行需求差距分析。研究发现,公交乘客和骑自行车的人在整个研究区域面临最大的需求差距,特别是在中心行政区。如果只考虑由一个行政区产生或吸引的旅行,需求差距也会扩大。这显示了将基于公平的框架应用于使用大型数据集自动评估城市街道空间分配的潜力。
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引用次数: 5
Finding the right tools for the job: Instrument mixes for land use and transport integration in the Netherlands 寻找合适的工作工具:荷兰土地利用和交通一体化的仪器组合
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-01-24 DOI: 10.5198/JTLU.2021.1710
M. V. Geet, S. Lenferink, Tim Busscher, J. Arts
Governments have widely established policy goals, which span the domains of land use and transport. Despite these integrated ambitions, government action often remains fragmented. This study adopts an instrumental perspective to encourage land-use and transport integration (LUTI). So far, the existing literature on this subject has adopted a single-instrument perspective and has been primarily focused on technical, rather than governance-oriented, instruments. Using a comprehensive analytical framework derived from combining policy integration and policy instrument theory, this in-depth multiple case study of the Dutch provinces of Friesland, Overijssel and North Brabant investigates how governments use a mix of policy instruments throughout the policy process to achieve LUTI in collaboration with municipalities. These instruments are compared based on how they structure interaction — i.e., the transfer of resources — across horizontal and vertical boundaries. The study finds that there is not one right tool to achieve LUTI. Instead, it is about finding the right mix of instruments, which, in line with LUTI goals, helps overcome government fragmentation by structuring interaction patterns across horizontal and vertical boundaries. Interestingly, each province adopts a unique mix of instruments that reflects a specific approach, typical to the case.
各国政府广泛制定了政策目标,这些目标涉及土地利用和运输领域。尽管有这些综合的雄心,但政府的行动往往仍然支离破碎。本研究采用工具性视角,鼓励土地利用和交通一体化。到目前为止,关于这一主题的现有文献采用了单一的工具视角,主要关注技术工具,而不是面向治理的工具。这项针对荷兰弗里斯兰省、奥弗里塞尔省和北布拉班特省的深入多案例研究采用了政策整合和政策工具理论相结合的综合分析框架,调查了政府如何在整个政策过程中使用多种政策工具,与市镇合作实现LUTI。这些工具是根据它们如何跨越水平和垂直边界构建相互作用(即资源转移)进行比较的。研究发现,没有一个合适的工具来实现LUTI。相反,它是关于找到正确的工具组合,这符合LUTI的目标,通过构建横向和纵向边界的互动模式,有助于克服政府分裂。有趣的是,每个省都采用了一种独特的工具组合,反映了一种特定的方法,这是典型的案例。
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引用次数: 6
Car ownership and commuting mode of the “original” residents in a high-density city center: A case study in Shanghai 高密度城市中心“原住”居民的汽车拥有量与通勤模式——以上海为例
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-01-18 DOI: 10.5198/JTLU.2021.1606
Tao Chen, Haixiao Pan, Yanbo Ge
As a result of rapid urbanization and motorization in China, numerous mega-cities have emerged, and large numbers of people live and work in the city centers. Consequently, developing a public transport-oriented urban structure and promoting sustainable development are major planning strategies for the country. To understand the impact of rail transit on motorization in a high-density city center, we conduct a household travel survey in three neighborhoods around metro stations in the central area of Shanghai. We examine the car buying and commuting behavior of those Shanghai “original” residents who lived there when the city began growing, engulfing them in the center.Studies have shown that 40 percent of commuters in the city center commute outward, following a virtually reversed commute pattern, and the factors significantly affecting their car purchasing choice include their attitude toward cars and transit, household incomes, ownership of the apartments they live in, and the distance between family members’ workplaces and nearest metro stations. Despite easy access to the metro from their home in the city center, those who purchase their apartment units also likely own a car, while those who rent their apartment units are less likely to own a car; however, these odds are still higher than for those who live in an apartment unit inherited from their relatives or provided by their company. In the city center, if a family owns a car, then that car would almost certainly be used for daily commuting.A multinomial logistic model is applied to examine the factors influencing the tendency for using cars. The results show that people’s choices of commuting by alternative modes rather than cars are also shaped by their attitude toward public transportation, but other factors can also subtly change people’s commuting behavior under certain conditions. The commuting distance discourages people from walking and taking buses (but not metro). As the egress distance to the workplace increases, the metro becomes less appealing than cars. Mixed land use encourages people to walk or take buses instead of driving. Older people prefer riding buses and walking to driving, and female respondents tend to prefer walking, cycling, and riding the metro to driving compared to male respondents. These findings contribute to understanding the behavior of people who are familiar with public transportation and how to encourage them to switch from driving cars to alternative transport modes.
由于中国快速的城市化和机动化,出现了许多特大城市,大量的人在城市中心生活和工作。因此,发展以公共交通为导向的城市结构和促进可持续发展是该国的主要规划战略。为了了解高密度城市中心轨道交通对机动化的影响,我们在上海中心地区地铁站周围的三个街区进行了家庭出行调查。我们研究了那些在城市开始发展时居住在上海的“原”居民的汽车购买和通勤行为,他们被城市中心吞没了。研究表明,市中心40%的通勤者向外通勤,这实际上是一种相反的通勤模式,而影响他们购车选择的因素包括他们对汽车和交通的态度、家庭收入、所住公寓的所有权以及家庭成员工作场所与最近地铁站之间的距离。尽管从市中心的家到地铁很方便,但那些购买公寓的人也可能拥有一辆车,而那些租赁公寓的人则不太可能拥有一辆车;然而,这些几率仍然高于那些住在从亲戚那里继承的公寓或公司提供的公寓的人。在市中心,如果一个家庭拥有一辆车,那么这辆车几乎肯定会用于日常通勤。运用多项逻辑模型分析了影响汽车使用倾向的因素。结果表明,人们对公共交通的态度也会影响人们选择替代交通方式而不是汽车通勤,但在一定条件下,其他因素也会潜移默化地改变人们的通勤行为。通勤距离使人们不愿步行或乘坐公交车(但地铁除外)。随着上下班距离的增加,地铁的吸引力不如汽车。混合土地使用鼓励人们步行或乘坐公共汽车而不是开车。老年人更喜欢乘坐公交车和步行而不是开车,女性受访者更喜欢步行、骑自行车和乘坐地铁,而不是开车。这些发现有助于理解熟悉公共交通的人的行为,以及如何鼓励他们从开车转向其他交通方式。
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引用次数: 6
Borrowed sizes: A hedonic price approach to the value of netowrk structure in public transport systems 借用规模:公共交通系统网络结构价值的享乐价格方法
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-01-18 DOI: 10.5198/JTLU.2021.1664
Helena Bohman, Desirée Nilsson
Property prices are known to be higher in places with high accessibility, such as in proximity to train stations and especially to commuter rail, than in places without this access. This study provides a better understanding of how regional accessibility, through the structure of railway networks, can influence local agglomeration economies by providing accessibility to large labor markets. Previous literature has shown a positive impact of proximity to railway stations on housing prices, and our study adds to the literature by analyzing the impact of network structure. We argue that public transport systems can support the benefits of city networks in line with Alonso’s concept of borrowed sizes (1973). Using network theory to measure accessibility provided by the network, we show that stations that provide accessibility to large labor markets across the region are perceived as more attractive by households. Cities in proximity to other cities are strengthened through their public transport links, which allow agglomeration benefits to be exploited by residents.
众所周知,在交通便利的地方,比如靠近火车站,尤其是通勤铁路的地方,房价要高于没有交通便利的地区。这项研究更好地了解了区域可达性如何通过铁路网的结构,通过提供大型劳动力市场的可达性来影响当地的集聚经济。先前的文献表明,靠近火车站对房价有积极影响,我们的研究通过分析网络结构的影响来补充文献。我们认为,公共交通系统可以支持城市网络的利益,这符合Alonso的借用规模概念(1973)。使用网络理论来衡量网络提供的可访问性,我们发现,为整个地区的大型劳动力市场提供可访问性的车站被家庭认为更具吸引力。与其他城市相邻的城市通过其公共交通连接得到了加强,这使得居民能够利用集聚效益。
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引用次数: 4
An integrated land-use/transportation forecasting and planning model: A metropolitan planning support system 土地利用/交通综合预测和规划模型:大都市规划支持系统
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-01-05 DOI: 10.5198/JTLU.2021.1412
A. Anjomani
Over the last several decades, land-use/transport interaction models have evolved. Although these models have the potential to become primary demographic forecasting and planning vehicles in metropolitan transportation planning for most large US urban regions, some gaps and improvements must be addressed. This paper briefly discusses a newly developed and refined integrated land-use/transportation model. It also introduces innovative approaches to modeling an urban area including a variant of a geographic information system-based land-use and environmental suitability analysis, as main components in deriving development potential for a small-cell grid of the study region. This approach enables the inclusion of public and stakeholder input into the modeling process, facilitates micro-level consideration of trip generation, trip distribution, and mode-choice inside the land-use demographic model, thus furthering the integration of transportation and land use in the modeling process. Such considerations and utilization of rule-based approaches and concerns of economic development and environmental and sustainability factors help close some existing gaps of operational models designed for real world practical applications. All of these features contribute toward further improvement of these models.
在过去几十年中,土地利用/运输相互作用模型不断发展。尽管这些模型有可能成为美国大多数大城市地区大都市交通规划中的主要人口预测和规划工具,但必须解决一些差距和改进。本文简要讨论了一个新开发和完善的土地利用/运输综合模型。它还介绍了城市区域建模的创新方法,包括基于地理信息系统的土地利用和环境适宜性分析的变体,作为得出研究区域小单元网格发展潜力的主要组成部分。这种方法能够将公众和利益相关者的投入纳入建模过程,有助于在土地使用人口模型中对出行产生、出行分布和模式选择进行微观层面的考虑,从而进一步将交通和土地使用纳入建模过程。这种对基于规则的方法的考虑和利用,以及对经济发展、环境和可持续性因素的关注,有助于弥补为现实世界实际应用而设计的运作模式的一些现有差距。所有这些特性都有助于进一步改进这些模型。
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引用次数: 4
Identification of the geographical extent of an area benefiting from a transportation project: A generalized synthetic control 确定受益于交通项目的地区的地理范围:广义综合控制
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-01-05 DOI: 10.5198/JTLU.2021.1784
T. Kunimi, H. Seya
In evaluating the benefits of an infrastructure project, it is essential to consider who is benefiting from the project and where benefits are located. However, there is no established way to accurately determine the latter. To fill this methodological gap, this study proposes an approach for the ex-post identification of the geographical extent of an area benefiting from a transportation project based on a generalized synthetic control method. Specifically, it allows comparing multiple treatment units with their counterfactuals in a single run—changes in land prices (actual outcome) at each treated site are compared to the counterfactual outcome, and the individual (i.e., unit-level) treatment effect on the treated site is then estimated. This approach is empirically applied to a large-scale Japanese heavy railway, the Tsukuba Express line project. Our approach enables the detection of 1) the complicated spatial shape of benefit incidence; 2) negative spillovers; and 3) the increase in options (train routes), typically not considered in a benefit evaluation system based on the hedonic approach, but which can be capitalized into land prices.
在评估基础设施项目的利益时,必须考虑谁将从该项目中受益,以及利益位于何处。然而,目前还没有确定的方法来准确地确定后者。为了填补这一方法上的空白,本研究提出了一种基于广义综合控制方法的交通项目受益区地理范围事后识别方法。具体来说,它允许在单次运行中将多个处理单元与其反事实进行比较-将每个处理站点的土地价格变化(实际结果)与反事实结果进行比较,然后估计处理站点的个人(即单位级别)处理效果。该方法在日本大型重型铁路筑波快线项目中得到了实证应用。我们的方法能够检测1)利益关联的复杂空间形状;2)负溢出效应;3)选择(火车路线)的增加,通常不会在基于享乐主义方法的效益评估系统中考虑,但可以资本化为土地价格。
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引用次数: 2
United States fatal pedestrian crash hot spot locations and characteristics 美国致命行人撞车热点地点及特点
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-01-05 DOI: 10.5198/JTLU.2021.1825
R. Schneider, Rebecca L. Sanders, Frank R. Proulx, H. Moayyed
US pedestrian fatalities are at their highest level in nearly three decades and account for an increasing share of total traffic fatalities (16%). To achieve the vision of a future transportation system that produces zero deaths, pedestrian safety must be improved. In this study, we screened the entire US roadway network to identify fatal pedestrian crash “hot spot” corridors: 1,000-meter-long sections of roadway where six or more fatal pedestrian crashes occurred during an eightyear period. We identified 34 hot spot corridors during 2001-2008 and 31 during 2009-2016. While only five corridors were hot spots during both analysis periods, the 60 unique hot spots had remarkably consistent characteristics. Nearly all (97%) were multilane roadways, with 70% requiring pedestrians to cross five or more lanes. More than three-quarters had speed limits of 30 mph or higher, and 62% had traffic volumes exceeding 25,000 vehicles per day. All had adjacent commercial retail and service land uses, 72% had billboards, and three-quarters were bordered by low-income neighborhoods. Corridors with these characteristics clearly have the potential to produce high numbers of pedestrian fatalities. We also used hierarchical clustering to classify the hot spots based on their roadway and surrounding landuse characteristics into three types: regional highways, urban primary arterial roadways, and New York City thoroughfares. Each context may require different safety strategies. Our results support a systemic approach to improve pedestrian safety: Agencies should identify other roadway corridors with similar characteristics throughout the US and take actions to reduce the risk of future pedestrian fatalities.
美国行人死亡人数达到近30年来的最高水平,占交通总死亡人数的比例越来越大(16%)。为了实现未来交通系统零死亡的愿景,必须改善行人安全。在这项研究中,我们筛选了整个美国道路网络,以确定致命的行人碰撞“热点”走廊:在八年内发生六起或更多致命行人碰撞的1000米长的路段。在2001-2008年和2009-2016年分别确定了34条和31条热点走廊。虽然在两个分析期间只有5个走廊是热点,但60个独特的热点具有显著一致的特征。几乎所有(97%)都是多车道道路,其中70%要求行人穿过五条或五条以上车道。超过四分之三的城市限速为每小时30英里或更高,62%的城市每天的交通量超过2.5万辆。所有城市都有邻近的商业零售和服务用地,72%的城市有广告牌,四分之三的城市与低收入社区接壤。具有这些特征的走廊显然有可能造成大量行人死亡。我们还基于道路和周围土地利用特征,使用分层聚类方法将热点划分为三种类型:区域高速公路、城市主干道和纽约市主干道。每种环境可能需要不同的安全策略。我们的研究结果支持一种提高行人安全的系统方法:各机构应在全美范围内确定具有类似特征的其他道路走廊,并采取措施降低未来行人死亡的风险。
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引用次数: 15
Driving change: Exploring the adoption of multimodal local traffic impact assessment practices 推动变革:探索采用多式联运地方交通影响评估做法
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2021-01-05 DOI: 10.5198/JTLU.2021.1730
Tabitha S. Combs, N. McDonald
Local governments in the US face growing public demands to reduce automobile dependence in order to forestall climate change, improve road safety, rein in sprawling peripheral land development, increase transportation equity, and enhance urban livability. As a result, many city and county leaders are looking for ways to provide alternatives to driving through the creation of more multimodal-supportive transportation systems and land use patterns. The academic literature has identified conventional traffic impact- assessment (TIA) practices—designed to ensure new developments do not increase automobile traffic congestion—as a barrier to supporting these multimodal efforts. Because of the growing emphasis on multimodality in many national, state, and regional policies and initiatives (e.g., Complete Streets, Vision Zero), we investigate whether and how communities were adapting TIA practices to better accommodate pedestrians, bicyclists, transit users, and other non-car travel modes in the land development process.
为了防止气候变化、改善道路安全、控制周边土地开发、增加交通公平、提高城市宜居性,美国地方政府面临着公众日益增长的减少对汽车依赖的需求。因此,许多城市和县的领导人正在寻找方法,通过创建更多的多式联运支持交通系统和土地使用模式来提供替代驾车的方法。学术文献已经确定了传统的交通影响评估(TIA)实践——旨在确保新开发不会增加汽车交通拥堵——作为支持这些多式联运努力的障碍。由于许多国家、州和地区的政策和倡议(如完整街道、零愿景)越来越强调多模式,我们调查了社区是否以及如何适应TIA实践,以更好地适应土地开发过程中的行人、骑自行车者、公共交通用户和其他非汽车出行方式。
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引用次数: 1
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Journal of Transport and Land Use
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