Estimation of enclosure index in urban areas using airborne LiDAR

J. Susaki, Y. Komiya, B. Mishra, Y. Ueda
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Abstract

This paper proposes a methodology to estimate an “enclosure index” in urban areas using airborne LiDAR. The index is defined as a ratio of occluded area to whole of area in azimuth angle-elevation angle space. The index can be applied to assess local landscape, and it is expected to estimate it in a wide area at low cost. The author examined the methodology to estimate it using airborne LiDAR data measured in last-pulse mode. The estimated index map was validated with the ground truth data, and the error was acceptable, approximately 3%. Even though the last-pulse mode data may underestimate actual digital surface model (DSM), it was found that the proposed methodology is effective to estimate the index in a wide area at low cost.
利用机载激光雷达估算城市围护指数
本文提出了一种利用机载激光雷达估算城市地区“封闭指数”的方法。该指数被定义为遮挡面积在方位角-仰角空间中占整个面积的比例。该指数可应用于当地景观评价,有望在大范围内以较低的成本对当地景观进行评价。作者研究了利用最后脉冲模式下的机载激光雷达数据来估计它的方法。估计的索引图与地面真实数据进行了验证,误差在3%左右,是可以接受的。尽管最后脉冲模式数据可能会低估实际的数字表面模型(DSM),但发现所提出的方法可以在低成本的情况下有效地估计大范围内的指数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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