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A probability-based indicator for measuring the degree of multimodality in transportation investments

机译:基于概率的指标,用于衡量运输投资中的多式联运程度

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Although decision makers may favor a "multimodal" transportation system, it can be difficult to indicate the extent to which a given transportation investment is, or is not, multimodal. This lack of an indicator can be acute when the project selection process requires consideration of how a given investment supports increased multimodality. In response to this need, this research reports on a taxonomy for classifying the degree of multimodality for transportation projects. Probability theory was employed with principal component analysis to create a new indicator based on both demand (modal shares) and supply (monetary investment for each mode). The indicator offers three main benefits in the area of performance measurement: (1) it is applicable in cases when some data are missing; (2) it provides a way of comparing multimodality from diverse projects such as high occupancy toll lanes or multimodal centers; and (3) it can help decision-makers quantify how multimodality has changed over time. For example, application of the indicator to six U.S. public-private partnership projects in Colorado, Florida, Rhode Island, and Virginia showed that the degree of multimodality increased by an average value of 57%. (While the manner in which the impact boundary is defined affects this calculation for specific projects, the average value remained relatively stable whether the impact boundary was equal to the average commute trip length- or less than half that amount.) Given that some planners view multimodality as societally beneficial, the indicator proposed herein can help one evaluate the multimodal potential of proposed transportation investments. (C) 2017 Elsevier Ltd. All rights reserved.
机译:尽管决策者可能偏爱“多式联运”运输系统,但可能很难说明给定的运输投资是否为多式联运的程度。当项目选择过程需要考虑给定投资如何支持增加的多式联运时,这种缺乏指标的现象会很严重。为了满足这种需求,本研究报告了一种分类法,用于对运输项目的多式联运程度进行分类。概率理论与主成分分析一起使用,以基于需求(模式份额)和供给(每种模式的货币投资)创建新的指标。该指标在绩效衡量方面提供了三个主要好处:(1)适用于缺少某些数据的情况; (2)它提供了一种方法来比较来自不同项目(如高占用率收费通道或多式联运中心)的多式联运; (3)它可以帮助决策者量化多模式随时间变化的方式。例如,将该指标应用于科罗拉多州,佛罗里达州,罗德岛州和弗吉尼亚州的六个美国公私合营项目,结果表明,多式联运的程度平均提高了57%。 (虽然影响边界的定义方式会影响特定项目的此计算,但无论影响边界等于平均通勤行程长度还是小于平均行程长度的一半,平均值均保持相对稳定。)考虑到某些计划者的看法多式联运具有社会效益,因此本文提出的指标可以帮助人们评估拟议的运输投资的多式联运潜力。 (C)2017 Elsevier Ltd.保留所有权利。

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