自行车路线选择模型案例研究

Debabrata Paul
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摘要

这项研究的重点是通过分析自行车使用者路线选择的决定因素来改进自行车道的设计。该研究利用一个大型 GPS 数据集,为阿姆斯特丹内城开发了一个路线选择模型。研究的主要问题是确定影响路线选择决策的因素,并将其细分为与 GPS 数据集对路线选择模型的贡献、自行车用户路线选择的相关变量以及这些变量对路线选择的影响有关的子问题。研究发现,路线属性(如距离和自行车道质量)和环境变量(如出行类型和时间)对自行车用户的路线选择有显著影响。研究结果为在城市地区设计更理想的自行车基础设施提供了启示。
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A CASE STUDY ON CYCLIST ROUTE CHOICE MODEL
This research focuses on improving cycle path design by analyzing the determinants of route choice for bicycle users. The study uses a large GPS dataset to develop a route choice model for the inner-city of Amsterdam. The main research question is to identify the factors that influence route choice decisions, which is broken down into sub-questions related to the contribution of the GPS dataset to route choice models, the relevant variables for bicycle users' route choices, and the effect of these variables on route choice. The study finds that route attributes, such as distance and cycle path quality, and contextual variables, such as trip type and time of day, have a significant effect on bicycle users' route choices. The results provide insights for designing more desirable bicycle infrastructure in urban areas.
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