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Picture fuzzy WASPAS method for selecting last-mile delivery mode: a case study of Belgrade. 选择最后一英里配送模式的图片模糊 WASPAS 方法:贝尔格莱德案例研究。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-07-30 DOI: 10.1186/s12544-021-00501-6
Vladimir Simić, Dragan Lazarević, Momčilo Dobrodolac

Background: Last-mile delivery (LMD) is becoming more and more demanding due to an increasing number of users and traffic problems in cities. Besides, medical crises (like the COVID-19 outbreak) and air pollution represent additional motives for the transition from traditional to socially and environmentally sustainable LMD mode. An emerging problem for companies in the postal and logistics industry is how to determine the best LMD mode in a multi-criteria setting under uncertainty.

Method: For the first time, an extension of the Weighted Aggregated Sum Product ASsessment (WASPAS) method under the picture fuzzy environment is presented to solve the LMD mode selection problem. The introduced picture fuzzy set (PFS) based multi-criteria decision-making (MCDM) method can be highly beneficial to managers who are in charge of LMD since it can take into account the neutral/refusal information and efficiently deal with high levels of imprecise, vague, and uncertain information. The comparative analysis with the existing state-of-the-art PFS-based MCDM methods approved the high reliability of the proposed picture fuzzy WASPAS method. Its high robustness and consistency are also confirmed. The presented method can be used to improve LMD in urban areas worldwide. Besides, it can be applied to solve other emerging MCDM problems in an uncertain environment.

Findings: A real-life case study of Belgrade is presented to fully illustrate the potentials and applicability of the picture fuzzy WASPAS method. The results show that postomates are the best mode for LMD in Belgrade, followed by cargo bicycles, drones, traditional delivery, autonomous vehicles, and tube transport.

Supplementary information: The online version contains supplementary material available at 10.1186/s12544-021-00501-6.

背景:由于用户数量不断增加和城市交通问题,对最后一英里配送(LMD)的要求越来越高。此外,医疗危机(如 COVID-19 爆发)和空气污染也是促使人们从传统的最后一英里递送模式向社会和环境可持续发展的最后一英里递送模式转变的原因。对于邮政和物流行业的公司来说,一个新出现的问题是如何在不确定的多标准环境下确定最佳的 LMD 模式:方法:首次提出了图片模糊环境下加权汇总产品评估(WASPAS)方法的扩展,以解决 LMD 模式选择问题。引入的基于图片模糊集(PFS)的多标准决策(MCDM)方法可以考虑中性/拒绝信息,并有效处理大量不精确、模糊和不确定的信息,因此对负责 LMD 的管理者大有裨益。与现有的基于 PFS 的最先进的 MCDM 方法的比较分析表明,所提出的图片模糊 WASPAS 方法具有很高的可靠性。它的高鲁棒性和一致性也得到了证实。所提出的方法可用于改善全球城市地区的 LMD。此外,该方法还可用于解决不确定环境中新出现的其他 MCDM 问题:通过贝尔格莱德的实际案例研究,充分说明了图片模糊 WASPAS 方法的潜力和适用性。结果表明,在贝尔格莱德,邮差是最佳的大规模杀伤性武器模式,其次是货运自行车、无人机、传统快递、自动驾驶汽车和管道运输:在线版本包含补充材料,可查阅 10.1186/s12544-021-00501-6。
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引用次数: 0
A data-driven analysis of the potential of public transport for German commuters using accessibility indicators. 利用无障碍指标对德国通勤者使用公共交通的潜力进行数据驱动分析。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-09-26 DOI: 10.1186/s12544-021-00507-0
Tudor Mocanu, Jigeeshu Joshi, Christian Winkler

Background: A significant mode shift will be required in order to meet the ambitious greenhouse gas emissions reduction targets in Germany and elsewhere. Such a mode shift can only be achieved by a combination of drastic push and pull measures. Getting commuters to switch modes might be particularly difficult and have a negative impact on their access to employment and welfare.

Methodology: We investigate the potential for a mode shift from car to public transport for German commuters using a data-driven approach based mainly on open data sources that avoids complex transport model runs. Different datasets on the home and workplace location of all employees in Germany are consolidated to create an origin-destination commuter matrix at traffic analysis zone level. The commuter matrix is merged with travel time data for car and public transport to calculate a spatially disaggregated and mode-specific measure of accessibility. The comparison of accessibility by car and public transport is used to derive the potential for a mode shift and identify potential challenges and barriers.

Results: Public transport accessibility to workplaces is poorer across the country compared to access by car. On average, public transport travel times are almost three times higher than the corresponding car travel times. The differences in accessibility are largely independent of the region type. Results are validated by an independent dataset from a household travel survey. Based on these results, the potential for a mode shift appears to be very low.

背景:为了实现德国和其他国家雄心勃勃的温室气体减排目标,必须进行重大的模式转变。要实现这种交通方式的转变,必须同时采取强有力的推动和拉动措施。让通勤者转换出行方式可能特别困难,而且会对他们获得就业和福利产生负面影响:我们采用数据驱动的方法,主要基于开放数据源,避免复杂的交通模型运行,调查了德国通勤者从小汽车向公共交通模式转变的潜力。我们整合了有关德国所有雇员的家庭和工作地点的不同数据集,在交通分析区层面创建了一个出发地-目的地通勤者矩阵。通勤矩阵与汽车和公共交通的旅行时间数据合并,计算出按空间分类和特定模式的可达性指标。通过对汽车和公共交通的可达性进行比较,得出模式转换的潜力,并确定潜在的挑战和障碍:结果:在全国范围内,公共交通到达工作场所的可达性比汽车差。平均而言,公共交通出行时间几乎是相应汽车出行时间的三倍。可达性方面的差异在很大程度上与地区类型无关。一项独立的家庭出行调查数据集对结果进行了验证。根据这些结果,交通模式转变的可能性似乎很低。
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引用次数: 0
Identifying port maritime communities: application to the Spanish case. 识别港口海洋社区:应用于西班牙案例。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-06-22 DOI: 10.1186/s12544-021-00495-1
Nicanor García, Belarmino Adenso-Díaz, Laura Calzada-Infante

The aim of this paper is to detect port maritime communities sharing similar international trade patterns, by a modelisation of maritime traffic using a bipartite weighted network, providing decision-makers the tools to search for alliances or identify their competitors. Our bipartite weighted network considers two different types of nodes: one represents the ports, while the other represents the countries where there are major import/export activity from each port. The freight traffic among both types of nodes is modeled by weighting the volume of product transported. To illustrate the model, the Spanish case is considered, with the data segmented by each type of traffic for a fine tuning. A sort of link prediction is possible, finding for those communities with two or more ports, countries that are part of the same community but with which some ports do not have yet significant traffic. The evolution of the traffics is analyzed by comparing the communities in 2009 and 2019. The set of communities formed by the ports of the Spanish port system can be used to identify global similarities between them, comparing the membership of the different ports in communities for both periods and each type of traffic in particular.

本文的目的是通过使用双向加权网络对海上交通进行建模,发现具有相似国际贸易模式的港口海运群体,为决策者提供寻找联盟或识别竞争对手的工具。我们的双向加权网络考虑了两种不同类型的节点:一种代表港口,另一种代表每个港口主要进出口活动所在的国家。两类节点之间的货运量通过对产品运输量进行加权来建模。为了说明该模型,我们以西班牙为例,对数据进行了细分,以便对每种交通类型进行微调。在有两个或两个以上港口的社区中,可以进行某种链接预测,找到属于同一社区的国家,但其中一些港口的运输量还不大。通过比较 2009 年和 2019 年的群落,分析了交通量的变化。西班牙港口系统中的港口所形成的共同体集合可用于识别它们之间的全球相似性,比较两个时期不同港口在共同体中的成员资格,特别是每种交通类型。
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引用次数: 0
Motives for walking and cycling when commuting - differences in local contexts and attitudes. 通勤时步行和骑自行车的动机--当地环境和态度的差异。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-08-09 DOI: 10.1186/s12544-021-00502-5
Kristina Ek, Linda Wårell, Linda Andersson

Background: The purpose of this study is to analyse what factors that explain individual differences in walking and cycling when commuting in different parts of Sweden. Walking and cycling is potentially accessible all over the country, while well developed public transport is mainly a viable option in densely populated areas.

Methodology: The importance of differences in local characteristics for the choice of transport mode will be scrutinised, together with individual differences in attitudes andpreferences. Data is collected through a survey sent to people living in five Swedish municipalities with different demographic, socio-economic ,infrastructural and geographical characteristics.

Results: The results for the pooled sample indicate that the choice to walk/cycle when commuting is related to health considerations and environmental concerns. Distance to work/school is also an important factor. Men tend to be more prone to choose active transport, and so do respondents with lower income. The results further reveal that availability of safe routes for walking and cycling are important for the choice to walk/cycle when commuting. As health considerations are important, we suggest policy makers to stress health motives when they promote walking and cycling in the future. Our results further suggest that it is important to consider availability and accessibility in community planning, and to prioritize safety and comfort of walking and cycling, not least in parts of the country where public transport is not an economically viable option.

研究背景本研究的目的是分析在瑞典不同地区通勤时步行和骑自行车的个体差异是由哪些因素造成的。步行和骑自行车在全国各地都有可能实现,而发达的公共交通主要是人口稠密地区的可行选择:方法:将仔细研究地方特征差异对选择交通方式的重要性,以及个人在态度和偏好方面的差异。数据是通过对居住在瑞典五个具有不同人口、社会经济、基础设施和地理特征的城市的居民进行调查收集的:汇总样本的结果表明,选择步行/骑自行车上下班与健康因素和环境问题有关。上班/上学的距离也是一个重要因素。男性更倾向于选择积极的交通方式,收入较低的受访者也是如此。研究结果进一步表明,是否有安全的步行和骑自行车路线对选择步行/骑自行车上下班非常重要。由于健康因素非常重要,我们建议政策制定者今后在推广步行和骑自行车时强调健康动机。我们的研究结果进一步表明,在社区规划中必须考虑可用性和可达性,优先考虑步行和骑自行车的安全性和舒适性,尤其是在公共交通在经济上并不可行的国家地区。
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引用次数: 0
Explaining demand patterns during COVID-19 using opportunistic data: a case study of the city of Munich. 利用机会主义数据解释 COVID-19 期间的需求模式:慕尼黑市案例研究。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-04-12 DOI: 10.1186/s12544-021-00485-3
Vishal Mahajan, Guido Cantelmo, Constantinos Antoniou

Background: The COVID-19 pandemic is a new phenomenon and has affected the population's lifestyle in many ways, such as panic buying (the so-called "hamster shopping"), adoption of home-office, and decline in retail shopping. For transportation planners and operators, it is interesting to analyze the spatial factors' role in the demand patterns at a POI (Point of Interest) during the COVID-19 lockdown viz-a-viz before lockdown.

Data and methods: This study illustrates a use-case of the POI visitation rate or popularity data and other publicly available data to analyze demand patterns and spatial factors during a highly dynamic and disruptive event like COVID-19. We develop regression models to analyze the correlation of the spatial and non-spatial attributes with the POI popularity before and during COVID-19 lockdown in Munich by using lockdown (treatment) as a dummy variable, with main and interaction effects.

Results: In our case-study for Munich, we find consistent behavior of features like stop distance and day-of-the-week in explaining the popularity. The parking area is found to be correlated only in the non-linear models. Interactions of lockdown with POI type, stop-distance, and day-of-the-week are found to be strongly significant. The results might not be transferable to other cities due to the presence of different city-specific factors.

Conclusion: The findings from our case-study provide evidence of the impact of the restrictions on POIs and show the significant correlation of POI-type and stop distance with POI popularity. These results suggest local and temporal variability in the impact due to the restrictions, which can impact how cities adapt their transport services to the distinct demand and resulting mobility patterns during future disruptive events.

背景:COVID-19 大流行是一种新现象,在许多方面影响了人们的生活方式,如恐慌性购买(所谓的 "仓鼠购物")、采用家庭办公和零售购物减少。对于交通规划者和运营商来说,分析空间因素在 COVID-19 封锁期间与封锁前对兴趣点(POI)需求模式的影响是很有意义的:本研究说明了在 COVID-19 这种高度动态和破坏性事件中,如何利用兴趣点访问率或受欢迎程度数据及其他公开数据来分析需求模式和空间因素。我们建立了回归模型,通过将封锁(处理)作为虚拟变量以及主效应和交互效应,分析慕尼黑 COVID-19 封锁前和封锁期间空间和非空间属性与 POI 人气的相关性:在慕尼黑的案例研究中,我们发现停车距离和星期等特征在解释受欢迎程度方面具有一致性。只有在非线性模型中,停车区域才与之相关。锁定与 POI 类型、站距和周日的交互作用非常显著。由于存在不同的城市特定因素,这些结果可能无法应用于其他城市:我们的案例研究结果提供了限制对 POI 影响的证据,并表明 POI 类型和站点距离与 POI 受欢迎程度存在显著相关性。这些结果表明,限制措施所造成的影响存在地方性和时间性差异,这可能会影响到城市在未来的破坏性事件中如何调整交通服务以适应不同的需求和由此产生的流动模式。
{"title":"Explaining demand patterns during COVID-19 using opportunistic data: a case study of the city of Munich.","authors":"Vishal Mahajan, Guido Cantelmo, Constantinos Antoniou","doi":"10.1186/s12544-021-00485-3","DOIUrl":"https://doi.org/10.1186/s12544-021-00485-3","url":null,"abstract":"<p><strong>Background: </strong>The COVID-19 pandemic is a new phenomenon and has affected the population's lifestyle in many ways, such as panic buying (the so-called \"hamster shopping\"), adoption of home-office, and decline in retail shopping. For transportation planners and operators, it is interesting to analyze the spatial factors' role in the demand patterns at a POI (Point of Interest) during the COVID-19 lockdown viz-a-viz before lockdown.</p><p><strong>Data and methods: </strong>This study illustrates a use-case of the POI visitation rate or popularity data and other publicly available data to analyze demand patterns and spatial factors during a highly dynamic and disruptive event like COVID-19. We develop regression models to analyze the correlation of the spatial and non-spatial attributes with the POI popularity before and during COVID-19 lockdown in Munich by using lockdown (treatment) as a dummy variable, with main and interaction effects.</p><p><strong>Results: </strong>In our case-study for Munich, we find consistent behavior of features like stop distance and day-of-the-week in explaining the popularity. The parking area is found to be correlated only in the non-linear models. Interactions of lockdown with POI type, stop-distance, and day-of-the-week are found to be strongly significant. The results might not be transferable to other cities due to the presence of different city-specific factors.</p><p><strong>Conclusion: </strong>The findings from our case-study provide evidence of the impact of the restrictions on POIs and show the significant correlation of POI-type and stop distance with POI popularity. These results suggest local and temporal variability in the impact due to the restrictions, which can impact how cities adapt their transport services to the distinct demand and resulting mobility patterns during future disruptive events.</p>","PeriodicalId":48671,"journal":{"name":"European Transport Research Review","volume":"13 1","pages":"26"},"PeriodicalIF":4.3,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8050495/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140858923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping travel behavior changes during the COVID-19 lock-down: a socioeconomic analysis in Greece. 绘制 COVID-19 封锁期间的旅行行为变化图:希腊的社会经济分析。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-03-17 DOI: 10.1186/s12544-021-00481-7
Ioannis Politis, Georgios Georgiadis, Anastasia Nikolaidou, Aristomenis Kopsacheilis, Ioannis Fyrogenis, Alexandros Sdoukopoulos, Eleni Verani, Efthymis Papadopoulos

Background: COVID-19 pandemic is a challenge that the world had never encountered in the last 100 years. In order to mitigate its negative effects, governments worldwide took action by prohibiting at first certain activities and in some cases by a countrywide lockdown. Greece was among the countries that were struck by the pandemic. Governmental authorities took action in limiting the spread of the pandemic through a series of countermeasures, which built up to a countrywide lockdown that lasted 42 days.

Methodology: This research aims at identifying the effect of certain socioeconomic factors on the travel behaviour of Greek citizens and at investigating whether any social groups were comparatively less privileged or suffered more from the lockdown. To this end, a dynamic online questionnaire survey on mobility characteristics was designed and distributed to Greek citizens during the lockdown period, which resulted in 1,259 valid responses. Collected data were analysed through descriptive and inferential statistical tests, in order to identify mobility patterns and correlations with certain socioeconomic characteristics. Additionally, a Generalised Linear Model (GLM) was developed in order to examine the potential influence of socioeconomic characteristics to trip frequency before and during the lockdown period.

Results: Outcomes indicate a decisive decrease in trip frequencies due to the lockdown. Furthermore, the model's results indicate significant correlations between gender, income and trip frequencies during the lockdown, something that is not evident in the pre-pandemic era.

背景:COVID-19 大流行是世界在过去 100 年中从未遇到过的挑战。为了减轻其负面影响,世界各国政府采取了行动,首先禁止某些活动,在某些情况下还实行全国封锁。希腊也是受到大流行病袭击的国家之一。政府当局采取了一系列应对措施,最终在全国范围内实行了长达 42 天的封锁,以限制大流行病的传播:本研究旨在确定某些社会经济因素对希腊公民旅行行为的影响,并调查是否有社会群体在封锁中处于相对弱势或遭受更多影响。为此,我们设计了一个关于流动性特征的动态在线问卷调查,并在封锁期间向希腊公民发放,共收到 1,259 份有效回复。收集到的数据通过描述性和推论性统计检验进行分析,以确定流动模式以及与某些社会经济特征的相关性。此外,还建立了一个广义线性模型(GLM),以研究社会经济特征对封锁前和封锁期间出行频率的潜在影响:结果:结果表明,由于封锁,出行频率出现了决定性的下降。此外,该模型的结果表明,在封锁期间,性别、收入和出行频率之间存在明显的相关性,而这在疫情发生前并不明显。
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引用次数: 0
Analysing the impact of the COVID-19 outbreak on everyday travel behaviour in Germany and potential implications for future travel patterns. 分析 COVID-19 疫情对德国日常旅行行为的影响以及对未来旅行模式的潜在影响。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-05-01 DOI: 10.1186/s12544-021-00486-2
Viktoriya Kolarova, Christine Eisenmann, Claudia Nobis, Christian Winkler, Barbara Lenz

Introduction: The global Coronavirus (COVID-19) pandemic is having a great impact on all areas of the everyday life, including travel behaviour. Various measures that focus on restricting social contacts have been implemented in order to reduce the spread of the virus. Understanding how daily activities and travel behaviour change during such global crisis and the reasons behind is crucial for developing suitable strategies for similar future events and analysing potential mid- and long-term impacts.

Methods: In order to provide empirical insights into changes in travel behaviour during the first Coronavirus-related lockdown in 2020 for Germany, an online survey with a relative representative sample for the German population was conducted a week after the start of the nationwide contact ban. The data was analysed performing descriptive and inferential statistical analyses.

Results and discussion: The results suggest in general an increase in car use and decrease in public transport use as well as more negative perception of public transport as a transport alternative during the pandemic. Regarding activity-related travel patterns, the findings show firstly, that the majority of people go less frequent shopping; simultaneously, an increase in online shopping can be seen and characteristics of this group were analysed. Secondly, half of the adult population still left their home for leisure or to run errands; young adults were more active than all other age groups. Thirdly, the majority of the working population still went to work; one out of four people worked in home-office. Lastly, potential implications for travel behaviour and activity patterns as well as policy measures are discussed.

导言:全球冠状病毒(COVID-19)大流行对日常生活的方方面面都产生了巨大影响,包括旅行行为。为了减少病毒的传播,已经实施了各种以限制社会接触为重点的措施。了解在这种全球性危机中日常活动和旅行行为是如何变化的及其背后的原因,对于为未来类似事件制定合适的策略和分析潜在的中长期影响至关重要:为了对 2020 年德国首次与冠状病毒相关的封锁期间旅行行为的变化提供经验性见解,我们在全国范围内的接触禁令开始一周后,对德国人口中具有相对代表性的样本进行了在线调查。对数据进行了描述性和推断性统计分析:结果表明,在大流行病期间,人们普遍增加了汽车的使用,减少了公共交通的使用,并且对公共交通作为一种替代交通方式的看法更加消极。在与活动相关的出行模式方面,研究结果表明:首先,大多数人减少了购物的频率;同时,可以看到网上购物的增加,并对这一群体的特点进行了分析。其次,仍有一半的成年人出门休闲或办事;青壮年比其他年龄段的人更活跃。第三,大多数工作人口仍在上班;每四个人中就有一人在家庭办公室工作。最后,讨论了对出行行为和活动模式以及政策措施的潜在影响。
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引用次数: 0
Lifespans of passenger cars in Europe: empirical modelling of fleet turnover dynamics. 欧洲乘用车的寿命:车队更替动态的经验模型。
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-01-25 DOI: 10.1186/s12544-020-00464-0
Maximilian Held, Nicolas Rosat, Gil Georges, Hermann Pengg, Konstantinos Boulouchos

Cars have a high share of global transport-related CO2 emissions. To model the market diffusion of new energy carriers and powertrains like electric vehicles, fleet turnover models are commonly used. A decisive influence factor for the substitution dynamics of such transformations is the survival rate of the national car fleet of a country. It represents the likelihood of a car reaching a certain lifespan. Due to a lack of data, current methods to estimate such survival probabilities neglect the imports and exports of used cars. Existing studies are limited to countries with a predominant market of new cars, compared to low numbers of imported and exported used cars. In this study, we resolve this marked simplification and propose a new method to estimate survival probabilities for countries with a high number of imported and exported used cars. Empirical data on the car stock, on inflows of new and used cars, and on outflows of exported and scrapped cars are gathered from 71 national statistics offices. Survival rates of the car fleets of 31 European countries are derived, for which we find a pronounced regional variability. Average lifespans of cars vary from 8.0 to 35.1 years, with a mean of 18.1 years in Western and 28.4 years in Eastern European countries, revealing the high impact of cross-border flows of cars. The study also shows that survival rate estimates can be improved significantly even in the absence of reliable data if a combination of a Weibull and a Gaussian distribution is used. It is likely that the predictive power of existing models (regarding the future environmental impact of car fleets) could be improved significantly if these findings were considered accordingly. The findings of this study can directly be included in fleet turnover and policy assessment models. They also enable the analysis of economic and environmental spillover effects from the imports and exports of used cars between countries.

Supplementary information: The online version contains supplementary material available at (10.1186/s12544-020-00464-0).

汽车在全球交通相关的二氧化碳排放量中占有很高的比例。为模拟电动汽车等新能源载体和动力系统的市场扩散,通常使用车队周转模型。对于此类转型的替代动态,一个决定性的影响因素是国家汽车车队的存活率。它代表了汽车达到一定寿命的可能性。由于缺乏数据,目前估算这种存活概率的方法忽略了二手车的进出口。现有的研究仅限于新车市场占主导地位,而二手车进出口数量较少的国家。在本研究中,我们解决了这一明显的简化问题,并提出了一种新方法,用于估算进出口二手车数量较多的国家的存活概率。我们从 71 个国家的统计部门收集了有关汽车存量、新车和二手车流入量以及出口和报废汽车流出量的经验数据。我们得出了 31 个欧洲国家汽车保有量的存活率,并发现了明显的地区差异。汽车的平均寿命从 8.0 年到 35.1 年不等,西欧国家的平均寿命为 18.1 年,东欧国家的平均寿命为 28.4 年。研究还表明,如果结合使用威布尔分布和高斯分布,即使在缺乏可靠数据的情况下,存活率估计值也能得到显著提高。如果对这些研究结果进行相应的考虑,现有模型(关于未来汽车队对环境的影响)的预测能力很可能会大大提高。本研究的结果可直接纳入车队更替和政策评估模型。这些研究结果还有助于分析国家间二手车进出口的经济和环境溢出效应:在线版本包含补充材料,可在以下网址获取(10.1186/s12544-020-00464-0)。
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引用次数: 0
Six lessons from first year COVID-19 restrictions: what can we do better in the future? 从 COVID-19 第一年的限制措施中汲取的六条经验:我们今后能做得更好吗?
IF 4.3 3区 工程技术 Pub Date : 2021-01-01 Epub Date: 2021-09-10 DOI: 10.1186/s12544-021-00513-2
Yusak Susilo, Jonas Floden, Karst Geurs
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引用次数: 0
Understanding user attitudes and economic aspects in a corporate multimodal mobility system: results from a field study in Germany 了解企业多式联运系统中的用户态度和经济方面:来自德国实地研究的结果
IF 4.3 3区 工程技术 Pub Date : 2020-12-01 DOI: 10.1186/s12544-020-00456-0
M. Günther, Benjamin Jacobsen, Marco Rehme, U. Götze, J. Krems
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引用次数: 7
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European Transport Research Review
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