检查伊朗风速,气候条件和道路交通事故之间的关系
Mahshid Eltemasi1, Hassan Behtooiey2
1Information Science & Knowledge Management, Faculty of Management, University of Tehran, Tehran, Iran.
Heliyon
|July 25, 2024
概括
风速不会直接影响伊朗事故严重程度,但会影响碰撞类型. 这项研究确定了导致道路交通事故的关键因素,以改善安全策略.
科学领域:
- 环境科学 环境科学
- 运输安全运输安全
- 数据科学数据科学数据科学
背景情况:
- 交通事故对全球和伊朗的公共卫生和经济构成重大挑战.
- 了解风速等环境因素对事故动态的影响对于有效的安全干预至关重要.
研究的目的:
- 调查伊朗风速,气候条件和道路交通事故类型之间的关系.
- 确定道路交通事故的主要和次要原因,并为碰撞类型开发预测模型.
主要方法:
- 发展性研究方法分析道路交通事故和风速数据.
- 后勤回归用于评估风速与事故/碰撞类型之间的相关性.
- J48决策树算法用于在变量之间识别模式;专家采访和文献评论.
主要成果:
- 风速对事故严重程度 (致命与非致命) 没有显著的直接影响.
- 发现风速会影响道路交通事故中发生的碰撞类型.
- 决策树分析确定了将天气条件,风速和碰撞类型联系在一起的模式,使得概率预测成为可能.
结论:
- 虽然没有直接影响事故严重程度,但风速是导致碰撞动态的一个因素.
- 将事故原因分为人类,二次和独特因素的分类提供了全面的理解.
- 建议提议加强道路安全并减轻伊朗的交通事故风险.
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