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High-resolution monitoring of beach topography and its change using unmanned aerial vehicle imagery

机译:使用无人机图像对海滩地形及其变化进行高分辨率监控

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摘要

Beaches suffer from considerable degradation due to the dual influences from natural and human-induced factors. Higher resolution topographic data are frequently needed for assessment of the rapid changes and for building the models that can predict the evolution of these natural environments. In this paper, a low-altitude quad-rotor unmanned aerial vehicle (UAV), equipped with a non-metric camera, was used to acquire the two periods of UAV images in a complex beach of Wujiao Bay where the significant geomorphic changes occurred mainly due to the strong scouring of the drainage gullies. A detailed practical technique workflow was presented for deploying the low-altitude UAV for high-resolution monitoring the topography and the changes of the beach. The high resolution orthomosaic with geo-reference accuracy less than 1 pixel and the Digital Surface Model data with high vertical accuracy of approximately 10 cm were achieved by applying the UAV photogrammetry process based on Structure from Motion method to numerous overlapped UAV images. These data were further applied to the topographic change monitoring and analysis of the beach. This study greatly enhanced the applicability of the UAV remote sensing and enriched the existing tools for the high resolution topographic survey and geomorphic change detection in the complex beach.
机译:由于自然和人为因素的双重影响,海滩遭受了严重的退化。通常需要更高分辨率的地形数据来评估快速变化并构建可以预测这些自然环境演变的模型。本文采用装备有非公制相机的低空四旋翼无人机(UAV)来获取五角湾复杂海滩中的两个时期的无人机图像,这些海滩主要发生了明显的地貌变化。由于排水沟的强烈冲刷。提出了详细的实用技术工作流程,用于部署低空无人机以高分辨率监视地形和海滩变化。通过将基于运动结构的UAV摄影测量方法应用于众多重叠的UAV图像,可以实现地理参考精度小于1像素的高分辨率正射马赛克和约10 cm的高垂直精度的数字表面模型数据。这些数据被进一步应用于海滩的地形变化监测和分析。这项研究极大地增强了无人机遥感的适用性,并丰富了用于复杂海滩高分辨率地形测量和地貌变化检测的现有工具。

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