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Impact of High-Resolution Topographic Mapping on Beach Morphological Analyses Based on Terrestrial LiDAR and Object-Oriented Beach Evolution

机译:基于陆地LiDAR和面向对象的海滩演化的高分辨率地形图对海滩形态分析的影响

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This research applied terrestrial LiDAR for laboratory beach evolution experiments to quantify the impact of resolution on topographic mapping and change analyses. The multi-site registration and multi-temporal scanning processes produced high accuracy (?0.002 ± 0.003 m) topographic models in a wave tank environment. Morphological analyses based on surface change and profiles showed that models of all resolutions were capable of capturing major sediment changes in relatively smooth areas. However, higher resolution models were necessary in areas with rough surfaces and sudden elevation changes, while coarser resolution models smoothed the roughness and underestimated feature height (e.g., peaks and troughs). Decreasing resolutions from 1 to 10 cm resulted in a 2% underestimation of erosional volumes with a linear regression of y = ?0.0964x + 0.4185 (R 2 = 0.9651) and 3.5% overestimation of depositional volumes with a linear regression of y = 0.0664x + 0.3308 (R 2 = 0.3645). However, its impact on erosion and deposition volume assessment based on object-oriented beach evolution analysis is less significant, except when fragment objects dominate the sediment changes. For Coastal Morphology Analyst (CMA), the impact of resolution is more observable through 2D object mapping in terms of object size, number, and spatial distribution. Finally, wave modeling experiments proved that resolutions caused significant changes on the behavior of the maximum wave height, the shape of the wave fronts and magnitudes of the currents.
机译:这项研究将地面LiDAR用于实验室海滩演化实验,以量化分辨率对地形图和变化分析的影响。多站点配准和多时间扫描过程在波箱环境中产生了高精度(?0.002±0.003 m)的地形模型。基于表面变化和轮廓的形态分析表明,所有分辨率的模型都能够捕获相对光滑区域中的主要沉积物变化。但是,在表面粗糙且海拔高度突然变化的区域中,必须使用更高分辨率的模型,而较粗糙的分辨率模型可以使粗糙度平滑,并可以低估特征高度(例如,峰和谷)。将分辨率从1 cm减小到10 cm会导致侵蚀量低估2%,而y = 0.0964x + 0.4185(R 2 = 0.9651)的线性回归;以及对沉积体积高估3.5%,而y = 0.0664x的线性回归+ 0.3308(R 2 = 0.3645)。但是,它对基于面向对象的海滩演化分析的侵蚀和沉积量评估的影响较小,除非碎片对象主导沉积物变化。对于海岸形态分析家(CMA),通过2D对象映射,可以从对象大小,数量和空间分布方面更清楚地观察分辨率的影响。最后,波浪建模实验证明,分辨率对最大波高的行为,波阵面的形状和电流幅值产生了重大变化。

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