通过分析来自自行车路线引擎的广泛用户设置数据来评估骑自行车者的路线偏好.
Michael Hardinghaus1,2, Simon Nieland1
1German Aerospace Center DLR, Institute of Transport Research, Rudower Chaussee 7, 12489 Berlin, Germany.
概括
骑自行车的人优先选择短,直接的路线,在平静的街道上,在专用车道上有良好的地面. 了解这些偏好是有效规划自行车基础设施的关键.
科学领域:
- 城市规划 城市规划
- 运输工程 运输工程
- 环境科学 环境科学
背景情况:
- 市政当局鼓励骑自行车,因为它对环境和健康有好处.
- 有效的道路基础设施调整需要了解骑自行车的路线偏好.
- 以前的研究在范围和现实世界的适用性方面存在局限性.
研究的目的:
- 为了分析一个大数据集的骑自行车路线设置在柏林.
- 为了识别和聚合不同的骑自行车路线偏好.
- 为改善自行车基础设施提供城市规划信息.
主要方法:
- 分析了来自BBBike的45万多个骑自行车路线查询.
- 用户设置的集群,以确定首选的路线特征.
- 大数据方法克服了先前研究的局限性.
主要成果:
- 骑自行车的人更喜欢短,直接的路线和侧街.
- 高质量的路面对于路线选择很重要.
- 主要道路上的专用自行车设施似乎不那么重要,而不是其他因素.
结论:
- 自行车基础设施的规划应整合不同的骑自行车者偏好.
- 在平静的住宅街道和直接的短途路线上建立网络至关重要.
- 仅依靠主要道路设施可能无法满足骑自行车者的需求.
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