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Simultaneously consideration subsidy allocation and target setting in low-volume offshore ferry routes: an empirical study of Taiwan companies 同时考虑外海小运量客运航线补贴分配与目标设定:台湾企业之实证研究
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2049402
Ming-Miin Yu , Li-Hsueh Chen , Bo Hsiao

To satisfy the need for resident transportation between offshore islands and a mainland, and among offshore islands, some ferry firms are asked to run low-volume routes. Since low-volume routes often bring losses to operators, the government may provide compensation to those offshore ferry routes. However, the current subsidy methods may result in operating inefficiency. Also, the previous studies lack a mechanism for auditing the performance of these ferry routes while considering subsidies. In order to solve these problems and consider the operational characteristics of ferry routes and the fairness of input and output multipliers, this study proposes a different performance-based mechanism built by a cross-efficiency two-stage network data envelopment analysis to allocate subsidies and set targets for individual offshore ferry routes. By setting targets, the government can supervise subsidy usage. An empirical example of seven offshore ferry routes in Taiwan is illustrated. The different results of allocation between stages can be found for all routes and the individual intermediate product and final output targets can be set for all routes. The results provide constructive suggestions for the policymaker on how to allocate subsidies and set targets among offshore ferry routes.

摘要为了满足近海岛屿与大陆之间以及近海岛屿之间的居民运输需求,一些渡轮公司被要求运营低运量航线。由于低运量航线往往会给运营商带来损失,政府可能会为这些离岸渡轮航线提供补偿。然而,目前的补贴方法可能会导致运营效率低下。此外,先前的研究缺乏一种在考虑补贴的同时审计这些渡轮航线业绩的机制。为了解决这些问题,并考虑到航线的运营特点和投入产出乘数的公平性,本研究提出了一种不同的基于绩效的机制,通过跨效率的两阶段网络数据包络分析来为单个海上航线分配补贴和设定目标。通过设定目标,政府可以监督补贴的使用。以台湾7条海上航线为例进行了实证分析。可以为所有路线找到阶段之间分配的不同结果,并且可以为所有路径设置单独的中间产品和最终输出目标。研究结果为决策者如何在离岸航线之间分配补贴和设定目标提供了建设性的建议。
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引用次数: 0
Future scenarios for the European railway sector: A methodology based on past trends and a stated preference survey 欧洲铁路部门的未来情景:基于过去趋势和既定偏好调查的方法
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2021.1999540
Rubén Cordera , Roberto Sañudo , Eneko Echániz , Soledad Nogués , Luigi dell’Olio

The strengthening of the railway mode is one of the main policies that can help to achieve more sustainable future mobility. A methodology is presented to estimate future transport demand scenarios over the medium (2030) and long term (2050) considering three trip lengths: urban, regional, and long distance for two trip purposes: work and leisure. The objective of the scenarios is to answer the question: would railways benefit from a 10% drop in car usage? Qualitative techniques have been applied, based on in-depth interviews and focus groups, as well as a stated preference survey where the people sampled answered to different scenarios which included the presence of a new train, with a high level of service, and other possible new modes of transport such as autonomous cars and buses. The results obtained using Best-Worst discrete choice models show that the rail mode could capture a significant part of the demand from the car over all three journey lengths, but especially for long distance, if the new rail mode were introduced.

加强铁路运输是实现未来交通可持续发展的主要政策之一。提出了一种方法来估计未来的交通需求情景在中期(2030年)和长期(2050年)考虑三种行程长度:城市,区域和长途两个旅行目的:工作和休闲。这些情景的目标是回答这样一个问题:汽车使用量下降10%,铁路会受益吗?在深度访谈和焦点小组的基础上,采用了定性技术,以及一项明确的偏好调查,在该调查中,抽样的人回答了不同的场景,包括新火车的存在,具有高水平的服务,以及其他可能的新交通方式,如自动驾驶汽车和公共汽车。使用最佳-最差离散选择模型获得的结果表明,如果引入新的轨道模式,轨道模式可以在所有三种行程长度上捕获汽车需求的很大一部分,但对于长距离来说尤其如此。
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引用次数: 2
Developing a sustainable energy strategy for Midtjyllands Airport, Denmark 为丹麦Midtjyllands机场制定可持续能源战略
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2029632
Patrick Bujok , Frans Bjørn-Thygesen , George Xydis

The operation of airports is considered as particularly energy intensive and with the use of conventional energy sources, significant amounts of greenhouse gases (GHGs) are emitted, fueling the existential crisis of global warming. Hence, this study investigates the energy management system (EnMS) of Midtjyllands Airport with respect to its energy consumption, energy sources, and energy-related GHG emissions. The intention is to develop a sustainable energy strategy to close the gaps in their energy and carbon management by applying the methods of ISO 50001 EnMS and Airport Carbon Accreditation (ACA) Program. The findings reveal a total energy consumption of about 1 GWh including electricity (53%), natural gas (47%), and others (0.1%) while emitted GHGs account for in total 203 tCO2e. With regard to the developed baseline trends, the designed objectives comprise (1) net zero GHG emissions without offsetting by 2030, (2) 40% reduction in energy consumption by 2025, and (3) 40% reduction of two energy performance indicators (EnPIs) by 2030. The achievement of the objectives is summarized in a nine-point action plan including the major actions of identifying significant energy users (SEUs), improving thermal state of total building envelope and heating system, as well as replacing the current electricity and natural gas contract with a renewable electricity and biogas contract, respectively.

摘要机场的运营被认为是能源密集型的,使用传统能源会排放大量温室气体,加剧全球变暖的生存危机。因此,本研究调查了Midtjyllands机场的能源管理系统(EnMS)的能源消耗、能源和能源相关GHG排放。其目的是通过应用ISO 50001 EnMS和机场碳认证(ACA)计划的方法,制定一项可持续的能源战略,以弥补其能源和碳管理方面的差距。研究结果显示,总能耗约为1 GWh包括电力(53%)、天然气(47%)和其他(0.1%),而排放的温室气体总计占203 tCO2e。关于已制定的基线趋势,设计目标包括:(1)到2030年无抵消的温室气体净零排放;(2)到2025年将能源消耗减少40%;(3)到2030年底将两项能源绩效指标减少40%。九点行动计划总结了目标的实现情况,包括确定重要能源用户、改善整个建筑围护结构和供暖系统的热状态以及分别用可再生电力和沼气合同取代当前的电力和天然气合同的主要行动。
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引用次数: 3
The impact of attitudes on bicycle-oriented and car-oriented attitudes for non-work travel: A hybrid choice model 非工作出行态度对以自行车为导向和以汽车为导向态度的影响:一个混合选择模型
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2088318
Kiran Shakeel , Taha H. Rashidi

Active travel choice analysis in response to policies related to sustainability and urban sprawl has been considered in past research. Recent research emphasizes the importance of attitudinal variables in explaining underlying travel preferences. However, these studies lack detailed econometric analysis of attitudinal preferences impact on active and non-active transport choices for non-work travel activities explicitly. In this study, travel diary data from a Netherlands-based mobility panel survey is utilized. Bicycle-oriented and car-loving attitudinal indicators along with travel time and sociodemographic variables are incorporated in a simultaneous integrated choice and latent variable model for non-work travel activities. It is found that latent preferences for bicycle and car significantly impact the choice of active and non-active modes, respectively, for non-work travel activities. Bicycle choice probability is found to be more elastic to the latent car-loving attitude as compared to bicycle-oriented attitude. Both auto and bicycle choice probabilities are found to be more elastic to their respective latent preferences as compared to their respective travel times. Current research aims to contribute toward the dialogue on policies for promotion of active travel. This study provides empirical support for strategies that consider persuasive techniques and incentive mechanisms to enhance active transport usage through information technologies. Since the current empirical research advocates the influence of attitudes on the active transport choice for non-work activities, there is a high probability that such policies can be implemented and would be preferred by the individuals.

摘要过去的研究中考虑了针对可持续性和城市蔓延相关政策的积极出行选择分析。最近的研究强调了态度变量在解释潜在旅行偏好方面的重要性。然而,这些研究缺乏对态度偏好对非工作旅行活动的主动和非主动交通选择影响的详细计量经济学分析。在这项研究中,使用了来自荷兰流动性小组调查的旅行日记数据。自行车导向和爱车态度指标以及旅行时间和社会人口统计变量被纳入非工作旅行活动的同时综合选择和潜在变量模型中。研究发现,对于非工作旅行活动,对自行车和汽车的潜在偏好分别显著影响主动和非主动模式的选择。与以自行车为导向的态度相比,自行车选择概率对潜在的爱车态度更有弹性。汽车和自行车选择概率都被发现与它们各自的旅行时间相比,对它们各自的潜在偏好更具弹性。目前的研究旨在促进关于促进积极旅行政策的对话。这项研究为考虑说服技术和激励机制的战略提供了实证支持,以通过信息技术提高积极的交通使用。由于目前的实证研究提倡态度对非工作活动的积极交通选择的影响,因此这种政策很有可能得到实施,并受到个人的青睐。
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引用次数: 1
Transforming road freight transportation from fossils to hydrogen: Opportunities and challenges 将公路货运从化石转变为氢气:机遇与挑战
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2068389
Sandun Wanniarachchi , Kasun Hewage , Chan Wirasinghe , Gyan Chhipi-Shrestha , Hirushie Karunathilake , Rehan Sadiq

Hydrogen-based transportation has gained popularity and has presented significant growth over the past few years, providing an excellent platform for capitalizing on natural resources while attaining global carbon policies and sustainability targets. However, lack of infrastructure, cost of fuel cell vehicles and hydrogen fuel, and absence of established hydrogen supply chains have been identified as critical challenges of hydrogen-based mobility. Despite current studies predominantly focusing on hydrogen-fueled passenger vehicles and related infrastructure, it was identified that the impacts of hydrogen fuel supply chain for freight transportation from a life cycle thinking perspective have been largely overlooked. This article aims at critically reviewing the existing body-of-knowledge on the current status of hydrogen fueling supply chain and exploring the potential of integrating hydrogen fuel for road freight transportation. Accordingly, the current status of alternative fuel use for freight transportation is discussed over technical, economic, and environmental dimensions outlining its benefits and challenges. Moreover, the pertinence of innovative and established methods of hydrogen production, distribution, and storage for freight transportation are evaluated based on a comprehensive literature review. This study reveals that the transformation of freight transportation into low-emission alternative fuels would require a comprehensive multicriteria assessment that includes technical, economic, environmental, and social feasibilities over the life cycle of the freight vehicle and the fuel supply chain. Moreover, decision parameters affecting the optimal fuel selection process were established through this study, while providing insights on the future prospects for hydrogen-fueled freight transformation in Canada.

在过去的几年里,氢燃料运输越来越受欢迎,并呈现出显著的增长,为利用自然资源提供了一个很好的平台,同时实现了全球碳政策和可持续发展目标。然而,缺乏基础设施、燃料电池汽车和氢燃料的成本以及缺乏成熟的氢供应链已被确定为氢基交通的关键挑战。尽管目前的研究主要集中在氢燃料乘用车和相关基础设施上,但从生命周期思维的角度来看,氢燃料供应链对货运的影响在很大程度上被忽视了。本文旨在批判性地回顾现有的关于氢燃料供应链现状的知识体系,并探索将氢燃料整合到公路货运中的潜力。因此,本文从技术、经济和环境三个方面讨论了货运替代燃料使用的现状,概述了其好处和挑战。此外,在综合文献综述的基础上,对货运中氢气生产、分配和储存的创新和既定方法的针对性进行了评估。该研究表明,将货运运输转变为低排放替代燃料将需要一个综合的多标准评估,包括货运车辆和燃料供应链整个生命周期的技术、经济、环境和社会可行性。此外,通过本研究建立了影响最优燃料选择过程的决策参数,同时为加拿大氢燃料货运转型的未来前景提供了见解。
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引用次数: 10
The impact of weather conditions on everyday cycling with different bike types in parents of young children participating in the CARTOBIKE randomized controlled trial 天气条件对参加CARTOBIKE随机对照试验的幼儿父母每天骑不同类型自行车的影响
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2021.1999538
Helga Birgit Bjørnarå , Sveinung Berntsen , Saskia J. te Velde , Aslak Fyhri , Ketil Isaksen , Benedicte Deforche , Lars Bo Andersen , Andreas Stenling , Elling Bere

Knowledge about how weather conditions affect travel behavior in different user groups and contexts is relevant for planners and policymakers to facilitate sustainable transportation systems. We aimed to assess the influence of day-to-day weather on cycling for transportation among parents of young children with access to different bike types (e-bike vs non e-bike) in a natural study setting over nine months. We hypothesized less impact of weather variability on cycling when using an e-bike compared with a non e-bike. A randomized, controlled trial was conducted in Southern Norway. The intervention group (n = 18) was in random order equipped with an e-bike with trailer for child transportation (n = 6), a cargo (longtail) bike (n = 6) and a traditional bike with trailer (n = 6), each for three months. These 18 participants reported cycling on 832 out of 3276 person-days (25%). We used dynamic structural equation modeling for intensive longitudinal data to examine the relations between daily weather conditions, bike type (e-bike vs traditional bike), and cycling (dichotomized daily at yes or no). Air temperature (positively) and wind speed (negatively) were both credible predictors of cycling, whereas the other predictors (precipitation in the morning (yes or no) and presence of snow (yes or no) were not. We added interaction terms between bike type and weather conditions, but none of the interaction terms had a credible effect on cycling. Thus, the relations between weather conditions and cycling were not moderated by bike type among parents of young children.

摘要了解天气条件如何影响不同用户群体和环境中的出行行为,对于规划者和决策者促进可持续交通系统具有重要意义。我们的目的是在一项为期九个月的自然研究中,评估日常天气对使用不同自行车类型(电动自行车与非电动自行车)的幼儿父母骑自行车出行的影响。我们假设,与非电动自行车相比,使用电动自行车时天气变化对骑自行车的影响较小。在挪威南部进行了一项随机对照试验。干预组(n = 18) 按随机顺序配备了一辆带拖车的电动自行车用于儿童运输(n = 6) ,一辆货运(长尾)自行车 = 6) 和一辆带拖车的传统自行车(n = 6) ,每个为期三个月。这18名参与者报告说,3276人日中有832人(25%)骑自行车。我们使用动态结构方程模型对密集的纵向数据进行建模,以检查日常天气条件、自行车类型(电动自行车与传统自行车)和自行车(每天按是或否进行二分)之间的关系。气温(正)和风速(负)都是自行车运动的可靠预测因素,而其他预测因素(早上的降水量(是或否)和是否有雪(是或没有))则不然。我们增加了自行车类型和天气条件之间的相互作用项,但没有一个相互作用项对自行车有可信的影响。因此,在幼儿父母中,天气条件与骑自行车之间的关系不受自行车类型的调节。
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引用次数: 4
Walkability premium: evidence for low-income communities 步行优势:低收入社区的证据
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2090036
Shanna Trichês Lucchesi , J. de Abreu e Silva , A.M. Larranaga , H.B.B. Cybis

Walkable neighborhoods are known for bringing social and economic benefits to their residents. One of these benefits is the real estate premium associated with the neighborhood's walkability, which has been explored in studies worldwide. Here, we extend the available evidence by proposing the evaluation of the walkability premium in a new context. We use multigroup structural equation models to evaluate the direct and indirect effects on low-income neighborhoods in two Brazilian metropolitan cities, São Paulo and Rio de Janeiro. The walkability perception is modeled, mediating the impact of the built urban environment elements on real estate pricing. The results confirm that we can expect a premium for walkability investments, even in poor neighborhoods under non-ideal conditions for walking, and this result is invariant between cities. The effects of the built environment on the real estate price are mediated by latent perceptions, showing the importance of incorporating subjective measures when assessing the walkability premium. Additionally, Latin American cities' socioeconomic and environmental conditions provide new interpretations of the studied phenomenon, highlighting the importance of considering the local context.

摘要:可步行社区以给居民带来社会和经济效益而闻名。这些好处之一是与社区的步行性相关的房地产溢价,这已经在世界各地的研究中得到了探讨。在这里,我们扩展了现有的证据,提出了在一个新的背景下对步行性溢价的评估。我们使用多组结构方程模型来评估巴西两个大都市圣保罗和里约热内卢对低收入社区的直接和间接影响。对可步行性感知进行建模,调解已建成城市环境要素对房地产定价的影响。结果证实,即使在不理想的步行条件下的贫困社区,我们也可以期待步行性投资的溢价,并且这个结果在城市之间是不变的。建筑环境对房地产价格的影响是由潜在的认知介导的,这表明在评估可步行性溢价时纳入主观指标的重要性。此外,拉丁美洲城市的社会经济和环境条件为研究现象提供了新的解释,强调了考虑当地环境的重要性。
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引用次数: 1
Beyond downtown: factors influencing utilitarian and recreational cycling in a low-income suburb 市区以外:影响低收入郊区功利和休闲骑行的因素
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2091496
Trudy Ledsham , Yixue Zhang , Steven Farber , Paul Hess
Abstract As in many cities, utilitarian cycling is part of Toronto’s climate strategy. For this tactic to work, cycling must occur throughout the city, yet despite most of the city’s suitable short trips (60%) occurring in the suburbs, suburban residents cycle far less for transport than downtown residents where most cycling infrastructure is found. Nonetheless, some people in suburban areas cycle for transport, but little research focuses on suburban cycling. This has important implications for health, climate and equity. We used generalized structural equation modeling to analyze data from a survey of factors influencing utilitarian and recreational cycling among residents of a lower-income auto-oriented suburb lacking utilitarian cycling infrastructure (n = 215). Principal component analysis was used to develop latent attitudinal variables. The strongest predictors of utilitarian cycling were the frequency of recreational cycling, bike ownership, knowing people who bike, being male, and owning fewer cars. The strongest predictors of recreational cycling were bicycle ownership, knowing people who bike, knowing where to access repairs, and having attitudes strongly related to health and safety. Utilitarian cycling did not influence the frequency of recreational cycling. None of the latent attitudinal variables influenced utilitarian cycling. However, respondents scoring high in the expense and theft variable were more likely to live in lower income households. Those in higher income households scored higher on the health and safety variable. Results suggest group rides, access to bicycles and repairs, and ways to meet people who bike may be useful interventions to increase utilitarian cycling in suburban communities.
与许多城市一样,实用自行车是多伦多气候战略的一部分。为了使这一策略发挥作用,自行车必须遍布整个城市,然而,尽管大多数城市适合的短途旅行(60%)发生在郊区,郊区居民骑自行车的交通方式远少于市中心居民,而市中心有大多数自行车基础设施。尽管如此,郊区的一些人骑自行车出行,但很少有研究关注郊区的自行车。这对健康、气候和平等具有重要影响。本文采用广义结构方程模型分析了一个低收入郊区居民的功利性和娱乐性自行车骑行的影响因素(n = 215)。主成分分析用于开发潜在态度变量。最能预测功利骑行的因素是休闲骑行的频率、自行车拥有量、认识骑自行车的人、是男性以及拥有较少的汽车。最能预测休闲骑自行车的因素是拥有自行车、认识骑自行车的人、知道去哪里维修、以及对健康和安全的态度。功利骑行对休闲骑行的频率没有影响。潜在态度变量均不影响功利骑行。然而,在消费和盗窃方面得分较高的受访者更有可能生活在低收入家庭。高收入家庭在健康和安全变量上得分更高。结果表明,团体骑行、获得自行车和维修以及与骑自行车的人见面的方式可能是增加郊区社区功利骑行的有效干预措施。
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引用次数: 2
The level and determinants of multimodal travel behavior: Does trip purpose make a difference? 多式联运行为的水平和决定因素:旅行目的会产生影响吗?
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2021.1985195
Zihao An , Eva Heinen , David Watling

Multimodality refers to the phenomenon of using more than one mode of transport in a given period. Encouraging multimodality potentially provides an effective solution to reduce CO2 emissions and induce modal shifts toward sustainable transport. This research investigates the extent to which the level and correlates of multimodality differ by trip purpose. We used one-week travel diaries of the English National Travel Survey. Our analyses showed that the level of multimodality varied by trip purpose and the associated time-space variability as well as by the number of trip stages. We found that the level of variability in departure time and travel distance was greater for leisure trips than for maintenance trips, which was in turn greater than for work trips. Trips that were more variable in departure time and travel distance showed on average higher levels of individual multimodality, but only if sufficient stages (at least 3) were made. Moreover, we detected cross-purpose disparities in correlates of multimodality in terms of significance and variance explained. This research may provide support to the development of trip purpose-specific policies aiming to increase multimodality.

摘要多式联运是指在一定时期内使用多种运输方式的现象。鼓励多模式可能为减少二氧化碳排放和促使模式向可持续交通转变提供有效的解决方案。本研究调查了多模态的水平和相关性因旅行目的而不同的程度。我们使用了英国全国旅行调查的一周旅行日记。我们的分析表明,多模态水平因旅行目的和相关的时空变异性以及旅行阶段的数量而异。我们发现,休闲旅行的出发时间和旅行距离的变化程度大于维护旅行,而维护旅行又大于工作旅行。出发时间和旅行距离变化较大的旅行平均显示出较高的个体多模态水平,但前提是要有足够的阶段(至少3个)。此外,我们在多模态相关性的显著性和解释的方差方面发现了跨目的差异。这项研究可能为制定旨在提高多模式性的旅行目的特定政策提供支持。
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引用次数: 11
Transportation as a loosely coupled system: a fundamental challenge for sustainable freight transportation 运输作为一个松散耦合的系统:可持续货运面临的根本挑战
IF 3.9 3区 工程技术 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2103756
Michael Browne , Anna Dubois , Kajsa Hulthén

In view of the pressing need to reduce the negative environmental impact of freight transportation we argue that it is essential to take account of the organization of the freight transportation system when considering how to address various individual activities and parts of the system. To support a transition to a more sustainable freight transportation system this paper examines the way in which different parts of the system interact and the way this can impact the scope for profound change. Taking loosely coupled systems (Weick, 1976) as a starting point, we scrutinize the couplings within and between three system layers of the freight transportation system: the supply chain layer, the transportation layer, and the infrastructure layer. In addition, we address two interfaces connecting these layers: the market for transportation services, and the traffic using the infrastructure. We find that tight couplings dominate in the supply chain and infrastructure layers and that these couplings depend on loose couplings in the transportation layer and the two interfaces. The pattern of couplings identified in the freight transportation system can explain several positive outcomes, such as flexibility and efficiency. But there are also major negative aspects of the loosely coupled nature of the system that create resistance to change and present a barrier in the drive for increased sustainability. The paper concludes that the identified couplings and system features have important implications for policies aiming to change the freight transportation system in ways that lead to significant reduction in the reliance on oil.

摘要鉴于减少货运对环境的负面影响的迫切需要,我们认为,在考虑如何处理系统的各种单独活动和部分时,必须考虑货运系统的组织。为了支持向更可持续的货运系统过渡,本文研究了系统不同部分的相互作用方式,以及这可能影响深刻变化的范围。以松散耦合系统(Weick,1976)为起点,我们仔细研究了货运系统的三个系统层内部和之间的耦合:供应链层、运输层和基础设施层。此外,我们还解决了连接这些层的两个接口:运输服务市场和使用基础设施的交通。我们发现,紧密耦合在供应链和基础设施层中占主导地位,这些耦合取决于运输层和两个接口中的松散耦合。货运系统中确定的耦合模式可以解释几个积极的结果,如灵活性和效率。但该系统的松散耦合性质也有一些主要的负面方面,这些方面对变革产生了阻力,并在提高可持续性的动力中形成了障碍。论文的结论是,所确定的耦合和系统特征对旨在改变货运系统的政策具有重要意义,从而显著减少对石油的依赖。
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引用次数: 2
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International Journal of Sustainable Transportation
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