DOI QR코드

DOI QR Code

Landslide Stability Analysis and Prediction Modeling with Landslide Occurrences on KOMPSAT EOC Imagery

  • Chi, Kwang-Hoon (National Geoscience Information Center, Korea Institute of Geoscience and Mineral Resources) ;
  • Lee, Ki-Won (Department of Information Systems(GIS/RS), Information and Computer Science Div., Hansung University) ;
  • Park, No-Wook (National Geoscience Information Center, Korea Institute of Geoscience and Mineral Resources)
  • 발행 : 2002.02.01

초록

Landslide prediction modeling has been regarded as one of the important environmental applications in GIS. While, landslide stability in a certain area as collateral process for prediction modeling can be characterized by DEM-based hydrological features such as flow-direction, flow-accumulation, flow-length, wetness index, and so forth. In this study, Slope-Area plot methodology followed by stability index mapping with these hydrological variables is firstly performed for stability analysis with actual landslide occurrences at Boeun area, Korea, and then Landslide prediction modeling based on likelihood ratio model for landslide potential mapping is carried out; in addition, KOMPSAT EOC imagery is used to detect the locations and scalped scale of Landslide occurrences. These two tasks are independently processed for preparation of unbiased criteria, and then results of those are qualitatively compared. As results of this case study, land stability analysis based on DEM-based hydrological variables directly reflects terrain characteristics; however, the results in the form of land stability map by landslide prediction model are not fully matched with those of hydrologic landslide analysis due to the heuristic scheme based on location of existed landslide occurrences within prediction approach, especially zones of not-investigated occurrences. Therefore, it is expected that the resets on the space-robustness of landslide prediction models in conjunction with DEM-based landslide stability analysis can be effectively utilized to search out unrevealed or hidden landslide occurrences.

키워드

참고문헌

  1. Canadian Journal of Exploration Geophysics v.27 no.1 Application of fuzzy set theory to integrated mineral exploration An,P.;W.M.Moon;A.Rencz
  2. Korean Journal of Remote Sensing v.17 no.3 Quantitative analysis of GIS-based landslide prediction models using prediction rate curve Chi,K.H.;Shin,J.S.;Park.N.W. https://doi.org/10.7780/kjrs.2001.17.3.199
  3. Nonrenewable Resources v.2 no.2 The representation of geoscience information for data integration Chung,C.F.;A.G.Fabbri
  4. Proceedings of International Association for Mathematical Geology Annual Meeting(IAMG'98) Three Bayesian prediction models for landslide hazard Chung,C.F.;A.G.Fabbri;Bucciantti(ed.)
  5. Photogrammetric Engineering & Remote Sensing v.65 no.12 Probabilistic prediction models for landslide hazard mapping Chung,C.F.;A.G.Fabbri
  6. Applied Geomorphology: theory and practice Stability analysis of prediction models for landslide hazard mapping Chung, C.F.;H. Kojima;A.G. Fabbri.;R.J. Allison(ed.)
  7. M.Sc. Thesis Object-oriented Modeling of Rivers and Watersheds in Geographic Information Systems Davis,K.M.
  8. Journal of Geology v.101 Analysis of erosion thresholds, channel networks, and landscape morphology using a digital terrain model Dietrich, W.E.;C.J. Wilson;D.R. Montgomery;K. McKean
  9. Proceedings of International Association for Mathematical Geology Annual Meeting(IAMG 2001) Spatial support in landslide hazard predictions based on map overlays Fabbri, A.G.;C.F. Chung
  10. Jour. of Hydrology v.193 The Assignment of Drainage Direction over Flat Surfaces in Raster Digital Elevation Models Garbrecht,J.;L.W.Martz
  11. Journal of Hydraulic Engineering v.4 Definition and Connection of Hydrologic Elements using Geographic Data Hellweger,F.L.;D.R.Maidment
  12. CRWR Online Report 00-3 An Analysis of a Methodology for Generating Watershed Parameters using GIS Mason,D.;D.R.Maidment
  13. Water Resources Research v.30 no.4 A physically based model for the topographic control on shallow landsliding Montgomery, D. R.;W. E. Dietrich
  14. Hydrological Processes v.12 Regional test of a model for shallow landsliding Montgomery,D.R.;K.Sullivan;H.W.Greenberg
  15. IEEE Trans. Geoscience and Remote Sensing v.28 no.4 Integration of geophysical and geological data using evidential belief function Moon, W. M.
  16. Water Resources Research v.22 no.5 Prediction of surface saturation zones in natural catchments by topographic analysis O'Loughlin,E.M.
  17. Report No. 4114-0 Terrain stability mapping with SINMAP. Technical description and users guide for version 1.00 Pack,R.T.;D.G.Tarboton;C.N.Goodwin
  18. Computers and Geosciences v.23 no.8 Towards an Elementary Theory of Drainage Basin Evolution: The Theoretical Basis Smith, T. R.;B. Birnir;G. E. Merchant
  19. Water Resources Research v.33 no.2 A New Method for the Determination of Flow Directions and Contributing Areas in Grid Digital Elevation Models Tarboton, D. G.
  20. URISA Journal v.12 no.2 Water Resources Applications of Geographic Information Systems Wilson, J. P.;H. Mitasova;D. J. Wright
  21. Water Resources Research v.31 no.8 A distributed slope stability model for steep forested basins Wu, W;R. C. Sidle
  22. Ph.D. Thesis v.15 no.1 Application of geographic information systems to landslide hazard zonation Van Westen, C.J.