Landslide in Taba Penanjung Sub-district
Description
Landslide Susceptibility Map (LSM) using Artificial Intelligence (AI) and Geographic Information System (GIS) in Taba Penanjung area, Bengkulu Province, Indonesia. To assess the LSM and to help parameterize landslide, we derived Machine Learning (ML) techniques such as Frequency Ratio (RF), Logistic Regression (LR), Random Forest (FR), Support Vector Machines (SVM), and Extreme Gradient Boosting (XGB).
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Steps to reproduce
This research was conducted in the Taba Penanjung Sub-district with 24 points of potential landslide areas to obtain a landslide vulnerability map. To achieve the objectives of this research, starting from data collection and research procedures, preparation of landslide inventory data, and application of FR, LR, RF, SVM, and XGB methods, the map was formed that is useful as a preventive or mitigation effort for landslides