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Mobile Terrestrial Photogrammetry for Street Tree Mapping and Measurements

机译:地面树测绘和测量的移动地面摄影测量

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Urban forests are often heavily populated by street trees along right-of-ways (ROW), and monitoring efforts can enhance municipal tree management. Terrestrial photogrammetric techniques have been used to measure tree biometry, but have typically used images from various angles around individual trees or forest plots to capture the entire stem while also utilizing local coordinate systems (i.e., non-georeferenced data). We proposed the mobile collection of georeferenced imagery along 100 m sections of urban roadway to create photogrammetric point cloud datasets suitable for measuring stem diameters and attaining positional x and y coordinates of street trees. In a comparison between stationary and mobile photogrammetry, diameter measurements of urban street trees ( N = 88) showed a slightly lower error (RMSE = 8.02%) relative to non-mobile stem measurements (RMSE = 10.37%). Tree Y-coordinates throughout urban sites for mobile photogrammetric data showed a lower standard deviation of 1.70 m relative to 2.38 m for a handheld GPS, which was similar for X-coordinates where photogrammetry and handheld GPS coordinates showed standard deviations of 1.59 m and the handheld GPS 2.36 m, respectively—suggesting higher precision for the mobile photogrammetric models. The mobile photogrammetric system used in this study to create georeferenced models for measuring stem diameters and mapping tree positions can also be potentially expanded for more wide-scale applications related to tree inventory and monitoring of roadside infrastructure.
机译:城市森林通常沿行车道(ROW)沿线树木繁多,而监测工作可以加强市政树木管理。陆地摄影测量技术已经被用于测量树木的生物特征,但是通常已经使用了围绕各个树木或森林地块的各种角度的图像来捕获整个茎,同时还利用了局部坐标系(即,非地理参考数据)。我们提出了沿城市道路100 m剖面的地理参考图像的移动收集,以创建摄影测量点云数据集,该数据集适合于测量茎直径并获得街树的位置x和y坐标。在固定摄影测量法和移动摄影测量法之间的比较中,城市行道树的直径测量(N = 88)相对于非移动茎测量(RMSE = 10.37%)显示出稍低的误差(RMSE = 8.02%)。整个城市地区用于移动摄影测量数据的树Y坐标显示的标准偏差较低,为1.70 m,而手持GPS的为2.38 m,这与X坐标相似,X坐标的摄影测量和手持GPS坐标显示为1.59 m,手持摄影机GPS分别为2.36 m,这为移动摄影测量模型提供了更高的精度。本研究中使用的移动摄影测量系统可以创建用于测量茎直径和绘制树木位置的地理参考模型,也可以潜在地扩展到与树木清单和路边基础设施监控相关的更广泛的应用。

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