Identification of Rock Slope Discontinuity Sets from Laser Scanner and Photogrammetric Point Clouds: a Comparative Analysis

被引:59
作者
Riquelme, A. [1 ]
Cano, M. [1 ]
Tomas, R. [1 ]
Abellan, A. [2 ]
机构
[1] Univ Alicante, Civil Engn Dept, Alicante 03690, Spain
[2] Univ Cambridge, Geog Dept, Scott Polar Res Inst, Cambridge, England
来源
ISRM EUROPEAN ROCK MECHANICS SYMPOSIUM EUROCK 2017 | 2017年 / 191卷
基金
欧盟地平线“2020”;
关键词
SfM; LiDAR; rock mass; discontinuity; orientation; 3D; ORIENTATION;
D O I
10.1016/j.proeng.2017.05.251
中图分类号
TD [矿业工程];
学科分类号
0819 ;
摘要
Discontinuities play a key role in the mechanical, hydraulic and deformational behaviour of rock masses, frequently having a considerable influence on the stability of rock slopes. They can be characterized by several geometric parameters as the orientation, persistence, spacing, etc. Although orientation has been traditionally measured through well-known techniques as a compass, more recent remote sensing techniques such as 3D laser scanning allow deriving both strike and dip direction of discontinuities. The novel SfM (Structure from Motion) technique, which is much less expensive than 3D laser scanning, is becoming mainstream within the research community. This paper examines the generation of 3D point clouds of a rock slope obtained from both, 3D laser scanning and SfM techniques, and their application to the extraction of the orientations of the main discontinuity sets. To this aim, a selected sector from a cretaceous sedimentary rock cut slope placed in Alicante (Spain) is analyzed using both photogrammetric and terrestrial laser scanner (TLS) point clouds. Using ground control points extracted from printed targets scanned by means of TLS provided very accurate coordinates. As a result of this, the obtained adjustment error was minor than 3 mm. The comparison of the resulting point clouds shows a good correlation when the surface is orthogonal to the line of sight. On the contrary, the SfM dataset showed inaccuracies on sub-horizontal and oblique surfaces. Finally, a geometrical analysis was performed by means of DSE software. Three discontinuity sets were extracted from both point clouds. However, one more was extracted from the TLS dataset, but not from the SfM dataset. (C) 2017 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:838 / 845
页数:8
相关论文
共 24 条
  • [1] "Use of 3D Point Clouds in Geohazards" Special Issue: Current Challenges and Future Trends
    Abellan, Antonio
    Derron, Marc-Henri
    Jaboyedoff, Michel
    [J]. REMOTE SENSING, 2016, 8 (02)
  • [2] Agisoft L.L.C., 2016, IMAGE CAPTURE TIPS E, V3
  • [3] Agisoft LLC., 2016, Agisoft photoscan professional edition
  • [4] Automatic extraction of discontinuity orientation from rock mass surface 3D point cloud
    Chen, Jianqin
    Zhu, Hehua
    Li, Xiaojun
    [J]. COMPUTERS & GEOSCIENCES, 2016, 95 : 18 - 31
  • [5] FACETS : A CLOUDCOMPARE PLUGIN TO EXTRACT GEOLOGICAL PLANES FROM UNSTRUCTURED 3D POINT CLOUDS
    Dewez, T. J. B.
    Girardeau-Montaut, D.
    Allanic, C.
    Rohmer, J.
    [J]. XXIII ISPRS Congress, Commission V, 2016, 41 (B5): : 799 - 804
  • [6] Advanced Geostructural Survey Methods Applied to Rock Mass Characterization
    Ferrero, A. M.
    Forlani, G.
    Roncella, R.
    Voyat, H. I.
    [J]. ROCK MECHANICS AND ROCK ENGINEERING, 2009, 42 (04) : 631 - 665
  • [7] Girardeau-Montaut Daniel, 2016, CloudCompare. Version 2.8
  • [8] An algorithm for automatic detection and orientation estimation of planar structures in LiDAR-scanned outcrops
    Gomes, Robson K.
    de Oliveira, Luiz P. L.
    Gonzaga, Luiz, Jr.
    Tognoli, Francisco M. W.
    Veronez, Mauricio R.
    de Souza, Marcelo K.
    [J]. COMPUTERS & GEOSCIENCES, 2016, 90 : 170 - 178
  • [9] Straightforward reconstruction of 3D surfaces and topography with a camera: Accuracy and geoscience application
    James, M. R.
    Robson, S.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE, 2012, 117
  • [10] Mitigating systematic error in topographic models derived from UAV and ground-based image networks
    James, Mike R.
    Robson, Stuart
    [J]. EARTH SURFACE PROCESSES AND LANDFORMS, 2014, 39 (10) : 1413 - 1420