沟壁坡度对侵蚀沟三维重建误差的影响
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甄怀才(1990-),男,山东聊城人,在读硕士研究生,主要从事黑土水土保持研究。E-mail:zhenhuaicai@163.com

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P231;S157

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国家重点研发计划项目(2017YFC0504200);国家自然科学青年基金项目(41601289)


Influence of Gully Sidewall Slope Steepness on the Error of 3D Reconstruction in the Erosion Gully
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    摘要:

    以无人机为主体的天地一体化立体测量为地表精准快速测量提供了有利条件。无人机拍摄正射影像时,陡坡影响拍摄视角,可能对地表三维测量精度产生影响。选取发展大型切沟(BG)、稳定中型切沟(MG)和小型浅沟(SG),采用三维激光扫描(Terrestrial Laser Scanning,TLS)和无人机正射摄影(Structure from Motion,SfM)2种方法获取地表DSM(Digital Surface Model,数字表面模型),并以TLS的DSM为基准,分析了坡度对SfM的DSM的高程误差的影响。结果表明:(1)高程误差均随沟壁坡度呈指数增加,拟合程度较好(P<0.000 1,R2>0.80),拐点出现在60°附近,坡度<60°时高程误差变化幅度为 0~10 cm,坡度超过60°后高程误差急剧增大为10~60 cm;(2)侵蚀沟愈活跃,其坡比愈大,高程误差占比愈集中在较大坡度的范围内。对于发育中切沟BG,约75%的高程误差量集中在15°~75°;对于趋于稳定的中型切沟MG,约66%的高程误差量集中在0~60°;而对于小型浅沟SG,约54%的高程误差量集中在0~40°。

    Abstract:

    The integrated stereo measurement of the sky and earth with UAV as the main body provides favorable conditions for the accurate and rapid measurement of the earth’s surface.When the UAV takes an orthophoto, the steep slope affects the shooting angle, which may affect the accuracy of the three-dimensional measurement of the surface.In this study,three typical farmland gullies,which were active gully (BG),stable gully (MG) and ephemeral gully (SG), were chosen to investigate the effect gully bank slope gradients on SfM-DSM error. The surface DSM (digital surface model) was obtained by using three-dimensional laser scanning (TLS) and structure from motion (SfM) methods. The elevation error of slope to the DSM of SfM was analyzed based on the DSM of TLS. The results show that: (1) The elevation error increased exponentially with the slope of gully wall, and the fitting degree was good (P value was less than 0.000 1, R2 was greater than 0.80). The inflection point appeared near 60°, when the slope was less than 60°, the variation range of elevation error was 0~10 cm, and when the slope was more than 60°, the elevation error increased sharply to 10~60 cm. (2)The more active the gully was, the larger the slope ratio was, and the higher the proportion of elevation error was concentrated in the range of larger slope. For the developing gully of BG, about 75% of the elevation error was concentrated between 15° and 75°.For the stable gully of MG, about 66% of the elevation error was concentrated between 0 and 60°. For the ephemeral gully of SG, about 54% of the elevation error was concentrated between 0 and 40°.

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甄怀才, 张兴义, 杨薇, 乔宝玲, 徐金忠, 谷思玉, 李浩.沟壁坡度对侵蚀沟三维重建误差的影响[J].水土保持学报,2020,34(3):61~66,72

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  • 收稿日期:2019-10-08
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  • 在线发布日期: 2020-05-15
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