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Effect of Pavement Conditions on Accident Risk in Rural Expressways

机译:路面状况对农村高速公路事故风险的影响

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This study aims to reveal the effect of pavement conditions on traffic accident risk through statistical analysis. The current pavement maintenance is planned based on the road surface survey that measures the physical damage on the pavement surface. The indicators for the physical damage on road surface are good representation for the structural healthiness and the driving comfort, but they do not always measure the traffic safety levels of the pavement. This limitation hinders planning the pavement management scheme ideal in achieving safer driving environment. This study empirically analyzes the relationships between the pavement conditions and accident risk. The pavement conditions are represented by three indicators: rutting depth, IRI and cracking ratio. The accident frequency is modelled based on the Poisson regression analysis. The model estimation results showed that rutting depth could have significant impact in increasing accident risk, particularly in rainy weather, whereas the IRI shows inverse effect. For cracking ratio, the results were not conclusive, but suggested potential influence on accident risk.
机译:本研究旨在通过统计分析揭示路面状况对交通事故风险的影响。当前的路面维护是根据路面测量计划的,路面测量用于测量路面的物理损伤。路面物理损坏的指标可以很好地代表结构的健康性和驾驶舒适性,但它们并不总是衡量人行道的交通安全等级。该限制阻碍了规划理想的路面管理方案,以实现更安全的驾驶环境。这项研究从经验上分析了路面状况与事故风险之间的关系。路面状况由三个指标表示:车辙深度,IRI和开裂率。基于泊松回归分析对事故频率进行建模。模型估计结果表明,车辙深度可能会对事故风险的增加产生重大影响,尤其是在阴雨天气中,而IRI显示出相反的影响。对于开裂率,结果尚无定论,但暗示了对事故风险的潜在影响。

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