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Accuracy Assessment of Interstate Highway Length Using Digital Elevation Model

机译:使用数字高程模型评估州际公路长度的准确性

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Road length is part of the geometry of the roadway network. Its measurement is critical to all road inventory databases. One approach to obtaining it is to drive cars equipped with a distance measurement instrument (DMI) along roads to measure mileages. This method provides accurate measurements, but it is expensive and time consuming. This paper proposes an alternative way to acquire actual road length, which is currently under consideration by the geographic information system (GIS) unit of the North Carolina Department of Transportation. The emphasis of this study was to determine the accuracy of the proposed approach. The proposed approach employs GIS application programs written in ARC macro language to calculate the actual length (surface length) along the sloped surface of highway centerlines based on elevation data and the road network geometry. This was done for all interstate highways in North Carolina. The calculated GIS results were compared with DMI measurements, which is the most accurate approach presently available to NCDOT. Three filters were applied to remove suspect road segments that have significant errors which are irrelevant to the proposed approach. All remaining segments were grouped by slope and length to evaluate the impact of slope and length on the accuracy. Frequency analysis and root mean square error were determined for all groups. It was found that the proposed method is a technically feasible method with reasonable accuracy. The study also revealed that where there are errors, they occur primarily for road segments with relatively high slopes, short lengths, or both. The meaning of this is that GIS and digital elevation model technologies can be combined and used in lieu of DMI measurements, thus reducing resource demands.
机译:道路长度是道路网络几何形状的一部分。它的度量对所有道路清单数据库都至关重要。一种获取距离的方法是沿着道路驾驶配备有距离测量仪(DMI)的汽车以测量里程。该方法可提供准确的测量结果,但昂贵且耗时。本文提出了一种获取实际道路长度的替代方法,目前北卡罗来纳州交通运输部的地理信息系统(GIS)部门正在考虑该方法。这项研究的重点是确定所提出方法的准确性。所提出的方法利用以ARC宏语言编写的GIS应用程序,基于高程数据和道路网络几何形状,计算沿公路中心线倾斜表面的实际长度(表面长度)。这是对北卡罗来纳州的所有州际公路进行的。将计算出的GIS结果与DMI测量进行比较,DMI测量是NCDOT当前可获得的最准确的方法。应用了三个过滤器,以消除具有明显错误的可疑路段,这些错误与建议的方法无关。将所有其余部分按坡度和长度分组,以评估坡度和长度对精度的影响。确定所有组的频率分析和均方根误差。发现所提出的方法是一种技术上可行的方法,具有合理的准确性。研究还显示,在有错误的地方,错误主要发生在坡度相对较高,长度较短或两者兼有的路段。这样做的意思是可以将GIS和数字高程模型技术结合起来并代替DMI测量,从而减少了资源需求。

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