影响无人机在地图制作中的使用的因素评估

Omar Alkhalil
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摘要

多旋翼和固定翼无人机被广泛用于收集制作大比例尺地形图和平面图所需的数据。有几种类型的无人机产品可供选择,对测量员来说最重要的是正射影像仪。在使用这些无人机时,需要考虑飞行计划、控制数据的质量、无人机产品的评估以及图像处理软件。在本研究中,我们解释了这些概念,并讨论了它们在提供标准和工具方面的理论和实践重要性,这些标准和工具可以帮助无人机用户、测量员和其他人获得他们想要的产品。我们还提出了一种详细的方法来评估无人机图像处理产品的准确性,如空中三角测量和正射影像仪。我们讨论了地面采样距离(GSD)和地面控制点对评估图像空中三角测量的绝对精度的重要性,以及在评估正射影像仪的绝对水平精度之前进行统计测试的重要性。使用比无人机摄影测量更精确的方法测量的检查点用于评估。在本研究中,我们基于正态分布评估了这些点的坐标与相应测量点的坐标之差对正射影像仪的依赖性,以及它们之间的相关性,然后应用国际标准来确定正射影像仪的绝对水平精度。正射影像面面积6.57公顷,水平精度0.362
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of Factors Affecting the Use of Drones in Map Production
Multi-rotor and fixed-wing drones are extensively used to collect the data needed for producing large-scale topographic maps and plans. Several types of drone products are available, and the most important one for surveyors is an orthophoto. Flight planning, the quality of the control data, the assessment of drone products, and the image processing software need to be considered when using thes e drones. In this study, we explained these concepts and discussed their theoretical and practical importance in providing standards and tools that might help drone users, surveyors, and others, in obtaining the products they desire. We also proposed a detailed methodology for evaluating the accuracy of the image processing products of the drones as aerial triangulation and orthophoto. We discussed the importance of the Ground Sampling Distance (GSD) and the ground control points to assess the absolute accuracy of the aerial triangulation of the images and the importance of performing statistical tests before evaluating the absolute horizontal accuracy of the orthophoto. The checkpoints measured using more accurate methods than drone photogrammetry were used for the assessment. In this study, we evaluated the dependence of the differences between the coordinates of these points and the coordinates of the corresponding points measured on the orthophoto based on a normal distribution, and the correlation between them, before applying international standards for determining the absolute horizontal accuracy of the orthophoto. An orthophoto covering 6.57 hectares with a horizontal accuracy of 0.362
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