悉尼大都市区的道路交通事故数据
V A Bharat Kumar Anna1, Laxman Singh Bisht2, Sai Chand1
1Transportation Research and Injury Prevention Centre (TRIP Centre), Indian Institute of Technology Delhi, 110016, India.
Data in brief
|November 29, 2023
概括
本研究介绍了悉尼道路交通事故 (RTIs) 的综合数据集,包括车祸和故障及其持续时间. 这些数据可以分析影响交通拥堵和安全管理的因素.
科学领域:
- 运输科学 运输科学
- 交通工程是交通工程.
- 数据科学数据科学数据科学
背景情况:
- 道路交通事故 (RTIs) 造成严重的拥堵,不可靠性和污染.
- 现有的数据库往往缺乏关于非崩事件的数据,例如故障和事件持续时间.
- 事件持续时间是交通管理和应急响应有效性的关键指标.
研究的目的:
- 介绍悉尼RTIs的新型数据集,包括崩和故障.
- 包含每个事件的事件持续时间 (清理时间) 的关键数据.
- 提供丰富的数据集,用于分析影响RTIs的因素,在微观和宏观层面.
主要方法:
- 从2017年1月1日开始,在悉尼GMA策划了一个为期5.5年的RTIs (崩和故障) 数据集.
- 包括事件细节:涉及的车辆,交通状况,建议,以及关键的是持续时间 (清理时间).
- 关于道路网络,区域信息,社会经济属性和旅行特征的综合二次数据.
主要成果:
- 该数据集独特地捕捉了各种RTIs的持续时间,为清算时间提供了洞察力.
- 它涵盖了一个很大的地理区域 (悉尼GMA) 和一个相当长的时间段.
- 这些数据允许对个别事件进行微观分析,并在区域一级进行宏观分析.
结论:
- 提出的RTI数据集是了解和管理交通事故的宝贵资源.
- 它有助于研究RTIs的决定因素及其对交通流动和安全的影响.
- 包括事件持续时间在内为评估交通和安全管理策略提供了一个新的维度.
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