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

Other Titles
Landslide Susceptibility Analysis in Baekdu Mountain Area Using ANN and AHP Method
Authors
Hechun Quan문홍득Guangri Jin박성식
Issue Date
2014
Publisher
한국지반환경공학회
Keywords
Landslide; Susceptibility; GIS; ANN; AHP
Citation
한국지반환경공학회 논문집, v.15, no.12, pp 79 - 85
Pages
7
Indexed
KCI
Journal Title
한국지반환경공학회 논문집
Volume
15
Number
12
Start Page
79
End Page
85
URI
https://scholarworks.gnu.ac.kr/handle/sw.gnu/19274
DOI
10.14481/jkges.2014.15.12.79
ISSN
1598-0820
2714-1233
Abstract
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.
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