Landslide Susceptibility Analysis in Baekdu Mountain Area Using ANN and AHP Method

Landslide Susceptibility Analysis in Baekdu Mountain Area Using ANN and AHP Method

초록

To analyze the landslide susceptibility in Baekdu mountain area in china, we get two susceptibility maps using AcrView software through weighted overlay GIS (Geographic Information System) method in this paper. To assess the landslide susceptibility, five factors which affect the landslide occurrence were selected as: slope, aspect, soil type, geological type, and land use. The weight value and rating value of each factor were calculated by the two different methods of AHP (Analytic Hierarchy Process) and ANN (Artificial Neural Network). Then, the weight and rating value was used to obtain the susceptibility maps. Finally, the susceptibility map shows that the very dangerous areas (0.9 or higher) were mainly distributed in the mountainous areas around JiAnShi, LinJiangShi, and HeLongShi near the china-north Korea border and in the mountainous area between the WangQingXian and AnTuXian. From the contrast two susceptibility map, we also Knew that The accuracy of landslide susceptibility map drew by ANN method was better than AHP method.

키워드

LandslideSusceptibilityGISANNAHP
제목
Landslide Susceptibility Analysis in Baekdu Mountain Area Using ANN and AHP Method
제목 (타언어)
Landslide Susceptibility Analysis in Baekdu Mountain Area Using ANN and AHP Method
저자
Hechun Quan문홍득Guangri Jin박성식
DOI
10.14481/jkges.2014.15.12.79
발행일
2014
저널명
한국지반환경공학회 논문집
15
12
페이지
79 ~ 85