Determination of landslide hazardous map using logistic regression in Lima Puluh Kota Regency

Many ways are done to determine the area of the possibility of landslides based on the factors causing it, which groupings start from a simple (heuristic), statistical to deterministic way. Especially for statistical methods, it is still divided into various statistical methods, one of which is usin...

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Bibliographic Details
Published in:Journal of physics. Conference series 2023-09, Vol.2582 (1), p.12012
Main Authors: Ahyuni, Purwati, Indah, Nur, Hamdi, Susetyo, Bigharta Bekti, Purwaningsih, Endah
Format: Article
Language:English
Subjects:
Dependent variables
Geological hazards
Hazardous areas
Independent variables
Landslide
Landslides
Physics
Regression
Regression Logistic
Statistic
Statistical analysis
Statistical methods
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Summary:Many ways are done to determine the area of the possibility of landslides based on the factors causing it, which groupings start from a simple (heuristic), statistical to deterministic way. Especially for statistical methods, it is still divided into various statistical methods, one of which is using the logistic regression method. This study aims to use logistic regression to determine the landslide hazardous area in Lima Puluh Kota Regency with landslide events as the dependent variable and landslide occurrence factors as independent variables. The study resulted in areas with high, medium, and low hazard. Thus, the resulting map can be used as a guide for an accuracy scale of 50,000.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/2582/1/012012