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It is known that adverse weather conditions can affect driver performance due to reduction in visibility and slippery surface conditions. Lane keeping is one of the main factors that might be affected by weather conditions. Most of the previous studies on lane keeping have investigated driver lane-keeping performance from driver inattention perspective. In addition, the majority of previous lane-keeping studies have been conducted in controlled environments such as driving simulators. Therefore, there is a lack of studies that investigate driver lane-keeping ability considering adverse weather conditions in naturalistic settings. In this study, the relationship between weather conditions and driver lane-keeping performance was investigated using the SHRP2 naturalistic driving data for 141 drivers between 19 and 89 years of age. Moreover, a threshold was introduced to differentiate lane keeping and lane changing in naturalistic driving data. Two lane-keeping models were developed using the logistic regression and multivariate adaptive regression splines (MARS) to better understand factors affecting driver lane-keeping ability considering adverse weather conditions. The results revealed that heavy rain can significantly increase the standard deviation of lane position (SDLP), which is a very widely used method for analyzing lane-keeping ability. It was also found that traffic conditions, driver age and experience, and posted speed limits have significant effects on driver lane-keeping ability. An interesting finding of this study is that drivers have a better lane-keeping ability in roadways with higher posted speed limits. The results from this study might provide better insights into understanding the complex effect of adverse weather conditions on driver behavior. 相似文献
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简要介绍了空间天气的基本概念,对灾害性空间天气可能对导航卫星所产生的主要影响进行了探索;进而着重分析了电离层电子密度、电离层暴、电离层突然骚扰等空间天气要素对卫星导航定位系统的影响。 相似文献
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A probabilistic framework for weather-based rerouting and delay estimations within an Airspace Planning model 总被引:1,自引:0,他引:1
Michael V. McCrea Hanif D. Sherali Antonio A. Trani 《Transportation Research Part C: Emerging Technologies》2008,16(4):410-431
In this paper, we develop a novel severe weather-modeling paradigm to be applied within the context of a large-scale Airspace Planning and collaborative decision-making model in order to reroute flights with respect to a specified probability threshold of encountering severe weather, subject to collision safety, airline equity, and sector workload considerations. This approach serves as an alternative to the current practice adopted by the Federal Aviation Administration (FAA) of adjusting flight routes in accordance with the guidelines specified in the National Playbook. Our innovative contributions in this paper include (a) the concept of “Probability-Nets” and the development of discretized representations of various weather phenomena that affect aviation operations; (b) the integration of readily accessible severe weather probabilities from existing weather forecast data provided by the National Weather Service; (c) the generation of flight plans that circumvent severe weather phenomena with specified probability threshold levels, and (d) a probabilistic delay assessment methodology for evaluating planned flight routes that might encounter potentially disruptive weather along its trajectory. Additionally, we conduct an economic benefit analysis using a k-means clustering mechanism in concert with our delay assessment methodology in order to evaluate delay costs and system disruptions associated with variations in probability-net refinement-based information. Computational results and insights are presented based on flight test cases derived from the Enhanced Traffic Management System data provided by the FAA and using weather scenarios derived from the Model Output Statistics forecast data provided by the National Weather Service. 相似文献
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雾霾是一种常见的天气现象,尤其是当前工业化社会,雾霾天气出现的概率更是直线上升,这对于安全行车,无疑是一个巨大的挑战。本文将结合雾霾天气产生原因及特性,基于其对交通的危害,讨论雾霾天气汽车安全驾驶要点,希望可以抛砖引玉,为广大驾驶员提供一定参考,提高行车安全。 相似文献
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本文从当前城市轨道交通车站接驳工作中存在的问题入手,阐明了接驳客流预测工作的重要性,并着重抓住天气因素对接驳客流预测的影响,结合现实调查数据,找出了晴天和雨天的各种接驳交通方式客流分担率变化规律;在此基础之上借助于经典的Logit模型构建了城市轨道交通接驳客流预测的改进模型,指出各种接驳方式的设施需根据不同天气条件下客流需求的最大值进行配置. 相似文献
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宋兆国 《青岛远洋船员学院学报》2014,35(3):62-67
大风浪天气情况下的船舶供油作业对港口安全生产和海洋环境保护有着重要影响.创新风险理论分析,加强风险要素控制,增强船舶供油作业特别是大风浪天气下作业风险辨识,对于确保大风浪天气情况下供油作业风险有着重要意义. 相似文献
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陈耀堂 《广东交通职业技术学院学报》2012,11(1):38-41
根据船舶气象导航的原理以及影响航线设计因素的原则,为船长、船东和租船人如何正确选择使用气导公司及其提供的资料提供一些参考意见,以期减少船东、租船人之间使用气导的纠纷。 相似文献