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Development and Application of a Methodology to Build Geotechnical Information System Based on Geo-Knowledge Using GIS Technology

GIS를 이용한 지반-지식 기반 지반 정보화 시스템 구축 기법의 개발 및 적용

  • 선창국 (한국지질자원연구원 지진연구센터) ;
  • 정충기 (서울대학교 지구환경시스템공학부)
  • Published : 2006.02.01

Abstract

For the reliable prediction of spatial geotechnical data, a procedure to build the Geotechnical Information System (GTIS) based on geo-knowledge within the frame of GIS technology was developed by introducing a couple of new concepts of the extended area containing the study area and the additional site visit for acquiring surface geological data. To build the GTIS for Gyeongju as the case study of regional model application, intensive site investigations and pre-existing geotechnical data collections were performed and additional site visit was also carried out for acquiring surface geo-layer data in accordance with the developed procedure. Within the GTIS based on geo-knowledge for Gyeongiu area, the spatially distributed geo-layers across the extended area were predicted using the geostatistical kriging method and those for the study area were extracted. Furthermore, the spatial distribution maps for the thickess of geo-layers and the depth to bedrock were constructed for the practical use in geotechnical field. It was evaluated that the GTIS based on geo-knowledge developed in this study is superior to the conventional geotechnical GIS in terms of both the standard deviation and the geological expert judgment.

공간 지반 정보의 합리적 예측 목적으로, 대상 연구 지역을 포함하는 확장 지역 및 지표면 지질 자료 획득을 위한 추가 부지 조사라는 새로운 두 개념을 도입하여 GIS 기법 토대의 지반-지식 기반 지반 정보화 시스템(GTIS) 구축 기법을 개발하였다. 지역적 모범 적용 연구로서의 경주 지역에 대한 GTIS를 구축하기 위하여 개발된 기법에 따라, 기존 지반 조사 자료의 수집과 연구 목적의 지반 조사가 수행되었고 지표 지층 자료 확보를 위한 추가적인 부지 지표 조사가 실시되었다. 경주 지역의 지반-지식 기반 GTIS 내에서 지구통계학적 크리깅 기법을 적용하여 확장 지역에 대한 공간 지층 정보를 예측하였으며, 이로부터 연구 대상 지역의 공간 지층 정보를 추출하였다. 뿐만 아니라, 지반 관련 실무적 활용 목적의 지층 두께 및 기반암 심도의 공간 분포 지도를 구축하였다. 본 연구의 지반-지식 기반 GTIS와 일반적인 지반공학적 GIS와의 비교 결과, GTIS의 우월성을 표준 편차와 지질 전문가적 판단을 통해 확인하였다.

Keywords

References

  1. 건설교통부 (2002), 국토건설종합지반정보 DB 구축 및 활용시스템 개발
  2. 김인기, 성원모, 정문영 (1993), '수정된 Kriging법을 응용한 다목적지구통계모델의 개발 및 타당성 검토', 대한광산지질학회지, Vol.26, No.2, pp.207-215
  3. 선창국, 양대성, 정충기 (2005a), '서울 평야 지역에 대한 부지 고유의 지진 증폭 특성 평가', 한국지진공학회 논문집, 제9권, 4호, pp.29-42 https://doi.org/10.5000/EESK.2005.9.4.029
  4. 선창국, 정충기, 김동수 (2005b), '국내 내륙의 설계 지반 운동 결정을 위한 지반 증폭 계수 및 지반 분류 체계 제안', 한국지반공학회 논문집, 제21권, 6호, pp.101-115
  5. 유환희, 이민우, 이성민 (2002), '도시홍수재해 관리시스템 구축', 대한토목학회 논문집, 제22권, 3D호, pp.561-569
  6. 이강래 (1998), 삼국사기 I; 김부식, 한길사
  7. 천성호, 선창국, 정충기 (2005), '지반 정보화를 위한 지구 통계학적 방법의 적용', 대한토목학회 논문집, 제25권, 2C호, pp.103-115
  8. 홍성완, 배규진, 서용석, 김창용, 김광염 (2002), '지반조사 정보의 3차원 가시화 시스템 개발', 지질공학, Vol.12, No.2, pp.179-187
  9. Autodesk (2001), AutoCAD Land Development Desktop 2i Manuals and Application Books, Autodesk, Inc
  10. Barton, J. M. H., Buchberger, S. G., and Lange, M. J. (1999), 'Estimation of error and compliance in surveys by kriging', Journal of Surveying Engineering, ASCE, Vol.125, No.2, pp.87-108 https://doi.org/10.1061/(ASCE)0733-9453(1999)125:2(87)
  11. Birkeland, P. W. (1999), Soils and Geomorphology, Oxford University Press, New York, pp.252-283
  12. Chiles, J. P. and Delfiner, P. (1999), Geostatistics: Modeling Spatial Uncertainty, John Wiley & Sons, New York
  13. CTech (2001), EVS/MVS Manuals Version 5.1: Main Helps and Visualization Fundamentals, Module Libraries, Work Books and Sample Applications, C Tech Development Corporation
  14. Ferrier, G. and Wadge, G. (1997), 'An integrated GIS and knowledge-based system as an aid for the geological analysis of sedimentary basins', International Journal of Geographical lnfor­mation Science, Vol.11, No.3, pp.281-297 https://doi.org/10.1080/136588197242400
  15. Gangopadhyay, S., Gautam, T. R., and Gupta, A. D. (1999), 'Subsurface characterization using artificial neural network and GIS', Journal of Computing in Civil Engineering, ASCE, Vol.13, No.3, pp.153- 161 https://doi.org/10.1061/(ASCE)0887-3801(1999)13:3(153)
  16. Geodecisions (2004), Geotechnical Data Management System, Assessment Report, State of Ohio, Department of Transportation
  17. Holdstock, D. A. (1998), 'Editorial: basics of geographic infor­mation system (GIS)', Journal of Computing in Civil Engineering, ASCE, Vol.13, No.1, pp.1-4 https://doi.org/10.1111/0885-9507.00079
  18. Isaaks, E. H. and Serivastava, R. M. (1989), Applied Geostatistics, Oxford University Press, New York
  19. Jia, X. (2000), 'lntelliGIS: tool for representing and reasoning spatial knowledge', Journal of Computing in Civil Engineering, ASCE, Vol.14, No.1, pp.51-59 https://doi.org/10.1061/(ASCE)0887-3801(2000)14:1(51)
  20. Jian, X., Olea, R. A., and Yu, Y. S. (1996), 'Semivariogram modeling by weighted least squares', Computers and Geosciences, Vol.22, pp.387-397 https://doi.org/10.1016/0098-3004(95)00095-X
  21. Kim, B. H. (2001), Investigation for Shear Wave Velocity and Degree of Weathering of Decomposed Granite Soil in Hongsung, M.Sc. Thesis, Seoul National University
  22. Kumar, J. K., Konno, M., and Yasuda, N. (2000), 'Subsurface soil-geology interpolation using fuzzy neural network', Journal of Geotechnical and Geoenvironmental Engineering, ASCE, Vol.126, No.7, pp.632-639 https://doi.org/10.1061/(ASCE)1090-0241(2000)126:7(632)
  23. Kunapo, J., Dasari, G. R., Phoon, K. -K., and Tan, T. -S. (2005), 'Development of a web-GIS based Geotechnical Information System', Journal of Computing in Civil Engineering, ASCE, Vol.19, No.3, pp.323-327 https://doi.org/10.1061/(ASCE)0887-3801(2005)19:3(323)
  24. Lee, S. and Choi, U. (2003), 'Development of GIS-based geo­logical hazard information system and its application for landslide analysis in Korea', Geosciences Journal, Vol.7, No.3, pp.243-252 https://doi.org/10.1007/BF02910291
  25. Oliver, M. A. and Webster, R. (1990), 'Kriging: a method of interpolation for geographical information systems', International Journal of Geographical lriformation Systems, Vol.4, No.3, pp.313-332 https://doi.org/10.1080/02693799008941549
  26. Parsons, R. L. and Frost, J. D. (2002), 'Evaluating site investigation quality using GIS and geostatistics', Journal of Geotechnical and Geoenvironmental Engineering, ASCE, Vol. 128, No.6, pp.451-461 https://doi.org/10.1061/(ASCE)1090-0241(2002)128:6(451)
  27. Rengers, M., Hack, R., Huisman, M., Slob, S., and Zigterman, W. (2002), 'Information technology applied to engineering geology', Proceedings of the 9th Congress IAEG, Durban, South Africa, pp.121-143
  28. Rockaway, T. D. (1997), Spatial Assessment of Earthquake Induced Geotechnical Hazards, Ph.D. Dissertation, Georgia Institute of Technology
  29. Scott, B. M. and Carlton, L. H. (1999), 'Applications and Issues of GIS as Tool for Civil Engineering Modeling', Journal of Computing in Civil Engineering, ASCE, Vol.13, No.3, pp.144-152 https://doi.org/10.1061/(ASCE)0887-3801(1999)13:3(144)
  30. Sun, C. G. (2004), Geotechnical Information System and Site Ampllfzcation Characteristics for Earthquake Ground Motions at Inland of the Korean Peninsula, Ph.D. Dissertation, Seoul National University
  31. Sun, C. G., Kim, D. S., and Chung, C. K. (2005), 'Geologic site conditions and site coefficients for estimating earthquake ground motions in the inland areas of Korea', Engineering Geology, Vol.81, No.4, pp.446-469 https://doi.org/10.1016/j.enggeo.2005.08.002
  32. Williams, T., Szary, P., Thomann, T., Konnerth, c., and Nemeth, E. (2002), GIS Applications in Geotechnical Engineering, Final Report, FHWA 2002-06, Federal Highway Administration, U.S. Department of Transportation, Washington, D.C
  33. Xie, M., Esaki, T., Zhou, G., and Mitani, Y. (2003), 'Geographic information system-based three-dimensional critical slope stability analysis and landslide hazard assessment', Journal of Geotechnical and Geoenvironmental Engineering, Vol.129, No.12, pp.1109-1118 https://doi.org/10.1061/(ASCE)1090-0241(2003)129:12(1109)