使用GIS时空方法的Amtrak铁路入侵者分析

IF 1 Q3 PUBLIC ADMINISTRATION Public Works Management & Policy Pub Date : 2021-04-02 DOI:10.1177/1087724X211003249
Michelle R. Oswald Beiler, Evan Filion
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引用次数: 1

摘要

本研究使用GIS时空过程探索了2011年至2019年美铁侵入事件数据。目的是根据空间、时间、事件因素和统计显著性来评估事件特征。首先在大区域层面对事件进行了分析,发现加州北部和南部是全国非法侵入风险最高的地区,其次是东北部和五大湖大区域。应用一种新的标准化点密度方法来揭示代表高风险地区的事件集群。然后,将优化和新兴的热点方法应用于前四大区域。结果显示,美铁的四条走廊是热点,其中三条位于加利福尼亚沿海铁路和费城地区。分析了事故报告因素的趋势(例如,坠机前的活动、一天中的时间、撞击地点)。撞击前的“行走”、发生在“下午”以及撞击地点“在轨道上”被发现是这些因素最突出的事件特征。
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Amtrak Rail Trespasser Analysis using a GIS Space-Time Approach
This research explores Amtrak trespass incident data from 2011 to 2019 using a GIS spatiotemporal process. The objective is to evaluate incident characteristics based on space, time, incident factors, and statistical significance. Incidents were first analyzed at the megaregional level, revealing Northern and Southern California as the highest trespassing risk in the country, followed by the Northeast and Great Lakes megaregions. A new standardized point density approach was applied to reveal incident clusters representing high-risk localities. Then, the optimized and emerging hot spot methods were applied to the top four megaregions. The results showed four Amtrak corridors as hot spots, including three along coastal California railways and the Philadelphia region. Trends for incident report factors were analyzed (e.g., pre-crash activity, time of day, location of impact). “Walking” prior to impact, occurrence in the “afternoon,” and crash location “on the tracks” were found to be the most prominent incident characteristics for those factors.
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来源期刊
Public Works Management & Policy
Public Works Management & Policy PUBLIC ADMINISTRATION-
CiteScore
2.00
自引率
7.10%
发文量
41
期刊介绍: PUBLIC WORKS MANAGEMENT & POLICY: RESEARCH AND PRACTICE IN TRANSPORTATION, INFRASTRUCTURE, AND THE ENVIRONMENT is a peer-reviewed journal for academics and practitioners in public works and the public and private infrastructure industries. This journal addresses the planning, financing, development, and operations of civil infrastructure systems at all levels of society— from federal policy to the demand for, and delivery of, state and local public works services. PWMP solicits manuscripts that convey research results, evaluate management innovations, suggest methods of analysis and evaluation, and examine policy issues.
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