A Production Method of Landslide Hazard Map by Combining Logistic Regression Analysis and AHP (Analytical Hierarchy Process) Approach
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Abstract
The LRA (Logistic Regression Analysis) conducts a quantitative analysis by collecting a lot of samples and the AHP (Analytic Hierarchy Program) makes use of expert decision influenced by subjective judgment to a certain degree. This study is to suggest a combination method in mapping landslide hazard by giving equal weight for the result of LRA and AHP. Topographic factors (slope, aspect, elevation), soil drain, soil depth and land use were adopted to classify landslide hazard areas. The three methods (LRA, AHP, the combined approach) was applied to a 520 km2 region located in the middle of South Korea which have occurred 39 landslides during 1999 and 2003. The suggested method showed 58.9 % matching rate for the real landslide sites comparing with the classified areas of high-risk landslide while LRA and AHP showed 46.1 % and 48.7 % matching rates respectively. Further studies are recommended to find the optimal combining weight of LRA and AHP with more landslide data.
참고문헌 (5)
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