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Construction of 3D Geospatial Information for Development and Safety Management of Open-pit Mine

노천광산 개발 및 안전관리를 위한 3차원 지형정보 구축 및 정확도 분석

  • Received : 2020.02.13
  • Accepted : 2020.02.24
  • Published : 2020.02.29

Abstract

Open pit mines for limestone mining require rapid development of technologies and efforts to prevent safety accidents due to rapid deterioration of the slope due to deforestation and rapid changes in the topography. Accurate three-dimensional spatial information on the terrain should be the basis for reducing environmental degradation and safe development of open pit mines. Therefore, this study constructed spatial information about open pit mine using UAV(Unmanned Aerial Vehicle) and analyzed its utility. images and 3D laser scan data were acquired using UAV, and digital surface model, digital elevation model and ortho image were generated through data processing. DSM(Digital Surface Model) and ortho image were constructed using image obtained from UAV. Trees were removed using 3D laser scan data and numerical elevation models were produced. As a result of the accuracy analysis compared with the check points, the accuracy of the digital surface model and the digital elevation model was about 11cm and 8cm, respectively. The use of three-dimensional geospatial information in the mineral resource development field will greatly contribute to effective mine management and prevention of safety accidents.

석회석 채광을 위한 노천광산에는 산림훼손과 지형의 급격한 변화로 급경사의 절개면이 발생하기 때문에 안전사고 예방을 위한 기술개발과 많은 노력이 필요하다. 환경파괴를 줄이고, 노천광산의 안전한 개발을 위해서는 정확한 3차원 지형정보를 제작하여야 한다. 이에 본 연구에서는 무인항공기를 이용하여 사진촬영 및 3D 레이저 스캔을 수행하고, 노천광산에 대한 지형정보를 구축하였다. 무인항공기로 취득된 데이터의 처리를 통해 DSM (Digital Surface Model), DEM (Digital Elevation Model) 및 정사영상을 제작하였으며, 결과물을 GNSS (Global Navigation Satellite System) 측량성과와 비교하여 정확도를 평가함으로써 활용성을 제시하고자 하였다. 연구 결과 사진 및 3D 레이저 스캐닝 결과물의 정확도는 각각 11cm, 8cm 정도를 나타내었으며, 정확도 평가 결과와 데이터의 특징 분석을 통해 무인항공기를 이용한 노천광산의 지형정보 구축에 대한 활용성을 제시할 수 있었다. 향후 광물자원 개발 분야에 무인항공기를 이용한 정확한 3차원 지형정보의 구축 및 활용은 효과적인 광산관리 및 안전사고 예방에 크게 기여할 것이다.

Keywords

References

  1. Bae, J.S., Kwon, J.Y., and Nam, S.B. (2018), Meta-analysis of brand equity in sports field, Korean Journal of Physical Education, Vol. 57, No. 4, pp. 235-246. (in Korean with English abstract)
  2. Baek, J.P. (2018), Meta-analysis on the effects of receptive skills education in Korean language, Journal of Korean Association for Learner-centered Curriculum and Instruction, Vol. 18, No. 15, pp. 689-712. (in Korean with English abstract) https://doi.org/10.22251/jlcci.2018.18.15.689
  3. Delair-tech Inc. (2019), UX11, Delair-tech Inc., https://delair.aero/ (last date accessed: 16 January 2020).
  4. Do, M.S., Lim, E.T., Chae, J.H., and Kim, S.H. (2018), Accuracy evaluation and terrain model creation of urban space using unmanned aerial vehicle system, The Journal of the Korea Institute of Intelligent Transportation Systems, Vol. 17, No. 5, pp. 117-127. (in Korean with English abstract) https://doi.org/10.12815/kits.2018.17.5.117
  5. Kim, J.U., Lee, W.H., and Shin, H.S. (2018), A study on landscape management techniques of cultural heritage designated area using 3D mapping method, Journal of the Korean Institute of Traditional Landscape Architecture, Vol. 36, No. 1, pp. 97-108. (in Korean with English abstract) https://doi.org/10.14700/KITLA.2018.36.1.097
  6. Kim, M.C. and Yoon, H.J. (2018), A study on utilization 3D shape point cloud without GCPs using UAV images, Journal of the Korea Academia-Industrial cooperation Society, Vol. 19, No. 2, pp. 97-104. (in Korean with English abstract)
  7. Kim, T.W., Hong, S.H., Choi, H., and Lee, K.H. (2018), Efficient extraction of road cross section using a UAV, Journal of the Korean Society for Geospatial Information Science, Vol. 26, No. 1, pp. 69-75. (in Korean with English abstract) https://doi.org/10.7319/kogsis.2018.26.1.069
  8. Kim, Y.D., Park, B.W., and Lee, H.S. (2018), Accuracy analysis according to GCP layout type and flying height in orthoimage generation using low-cost UAV, Journal of the Korean Society for Geospatial Information Science, Vol. 26, No. 3, pp. 31-39. (in Korean with English abstract) https://doi.org/10.7319/kogsis.2018.26.3.031
  9. Lee, B.G. (2018), A study of three dimensional DSM development using self-developed drone, Journal of the Korean Earth Science Society, Vol. 39, No. 1, pp. 46-52. (in Korean with English abstract) https://doi.org/10.5467/JKESS.2018.39.1.46
  10. Lee, J.W. and Sung, S.M. (2018), Assessment of positioning accuracy of UAV photogrammetry based on RTK-GPS, Journal of the Korea Academia-Industrial cooperation Society, Vol. 19, No. 4, pp. 63-68. (in Korean with English abstract) https://doi.org/10.5762/KAIS.2018.19.4.63
  11. Lee, K.R., Han, Y.K., and Lee, W.H. (2018), Generation and comparison of orthophotos and 3D models of small-scale terraced topography using vertical and high oblique images taken by UAV, Journal of the Korean Society for Geospatial Information Science, Vol. 26, No. 3, pp. 23-30. (in Korean with English abstract) https://doi.org/10.7319/kogsis.2018.26.3.023
  12. Lee, S.U., Mun, D.Y., Seong, J.W., and Kim, J.W. (2018), Accuracy analysis according to the number of GCP matching, Journal of the Korean Association of Geographic Information Studies, Vol. 21, No. 3, pp. 127-137. (in Korean with English abstract) https://doi.org/10.11108/KAGIS.2018.21.3.127
  13. National Law Information Center (2020), Regulation of technology service enterprise, National Law Information Center, http://www.law.go.kr/ (last date accessed: 15 January 2020).
  14. Park, J.K. and Um, D.Y. (2018), Utilization evaluation of digital surface model by UAV for reconnaissance survey of construction project, Journal of the Korea Academia-Industrial cooperation Society, Vol. 19, No. 3, pp. 155-160. (in Korean with English abstract) https://doi.org/10.5762/KAIS.2018.19.3.155
  15. Shin, M.S. (2018), A meta-analysis of the effects of cooperative learning program on elementary school students achievement, Journal of Korean Association for Learner-centered Curriculum and Instruction, Vol. 18, No. 15, pp. 471-491. (in Korean with English abstract) https://doi.org/10.22251/jlcci.2018.18.15.471
  16. YellowScan (2019), SurveyorUltra, YellowScan, https://www.yellowscan-lidar.com/ (last date accessed: 16 January 2020).
  17. Yun, B.Y. and Sung, S.M. (2018), Location accuracy of unmanned aerial photogrammetry results according to change of number of ground control points, Journal of the Korean Association of Geographic Information Studies, Vol. 21, No. 2, pp. 24-33. (in Korean with English abstract) https://doi.org/10.11108/KAGIS.2018.21.2.024
  18. Yun, K.H., Kim, D.I., and Song, Y.S. (2018), Accuracy assessment on the stereoscope based digital mapping using unmanned aircraft vehicle image, Journal of Cadastre & Land InformatiX, Vol. 48, No. 1, pp. 111-121. (in Korean with English abstract) https://doi.org/10.22640/LXSIRI.2018.48.1.11