论文标题

尼日利亚20m斑点DEM的质量评估

Quality Assessment of the 20m SPOT DEM in Nigeria

论文作者

Nwilo, Peter, Onyegbula, Johanson, Okolie, Chukwuma, Daramola, Olagoke, Abolaji, Oluwatimileyin, Arungwa, Ikenna

论文摘要

20m Spot DEM(数字高程模型)是由尼日利亚联邦总统办公室(OSGOF)的办公室收购的,用于地形图。需要对DEM进行局部评估以验证其既定精度,因为众所周知,全球DEM的垂直精度在不同的景观环境中有所不同。因此,这项研究通过将其高度与尼日利亚拉各斯州和联邦首都地区(FCT)的780地面控制点(GCP)进行比较,评估了DEM的质量。使用空间自相关分析分析高度差异的分布模式,包括采用的其他准确度指标。在一般精度评估中,DEM在拉各斯中产生的均方根误差为233m,而FCT中产生了369m的均方根误差。结果表明,裸露的土地上的高度是DEM上最准确的代表,而在两个位置,建筑区域的高度是最准确的。尽管如此,不同土地覆盖类型中的斑点精度超过了其规定的全球精度。虽然拉各斯状态的低和高度差异的空间分布显示出聚类,但在FCT中是相反的。经过此评估后,建议该国应扩大DEM的申请范围,以便将其效用扩展到最大值。

The 20m SPOT DEM (Digital Elevation Model) was acquired by the Office of the Surveyor-General of the Federation (OSGoF) in Nigeria for use in topographic mapping. A localized assessment of the DEM is needed to validate its stated accuracies as it is well known that the vertical accuracy of global DEMs varies in different landscape contexts. Hence, this study assessed the quality of the DEM in variable land cover types by comparing its heights against 780 Ground Control Points (GCPs) in Lagos State and the Federal Capital Territory (FCT) of Nigeria. The pattern of distribution of the height differences was analysed using spatial autocorrelation analysis, including other accuracy metrics employed. In the general accuracy assessment, the DEM yielded root mean square errors of 2.33m in Lagos and 3.69m in the FCT. It was shown that heights over the bare lands were the most accurately represented on the DEM while heights over built-up areas are the least accurate at both locations. Despite this, the SPOT DEM accuracies in the varying land cover types surpassed its stated global accuracy. While the spatial distribution of low and high height differences in Lagos State showed clustering, the converse was the case in the FCT. Following this assessment, it is recommended that the country should extend the application scope of the DEM in order to exploit its utility to the maximum.

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