A comparative study of heterogeneous ensemble-learning techniques for landslide susceptibility mapping
نویسندگان
چکیده
منابع مشابه
Landslide Susceptibility Mapping for Subalpine Grassland Using Frequency Ratio and Landslide Index Model (Case Study: Masoleh Watershed, Iran)
Subalpine ecosystems are highly fragile as compared to biological andenvironmental factors. Landslide is one of the ruinous upshots of this ecosystem. One of theimpressionable areas in the cause of natural factor is Masoleh watershed in western AlborzMt, (Iran). In order to landslide hazard zonation, landslide index and frequency ratio methodbased on twelve causative factors such as slope, slop...
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The high hillsides of the Tehran metropolis are prone to landslides due to the climatic conditions and the geological, geomorphologicalcharacteristics of the region. Therefore, it is vitally important that a landslide susceptibility map of the region be prepared. For thispurpose, thematic layers including landslide inventory, lithology, slope, aspect, curvature, distance to stream, distance to ...
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Landslide susceptibility mapping of Cekmece area (Istanbul, Turkey) by conditional probability T. Y. Duman, T. Can, C. Gokceoglu, and H. A. Nefeslioglu General Directorate of Mineral Research and Exploration, Department of Geological Research, 06520 Ankara, Turkey Cukurova University, Department of Geological Engineering, 01330 Balcali, Adana, Turkey Hacettepe University, Department of Geologic...
متن کاملComparative Assessment of Three Nonlinear Approaches for Landslide Susceptibility Mapping in a Coal Mine Area
Landslide susceptibility mapping is the first and most important step involved in landslide hazard assessment. The purpose of the present study is to compare three nonlinear approaches for landslide susceptibility mapping and test whether coal mining has a significant impact on landslide occurrence in coal mine areas. Landslide data collected by the Bureau of Land and Resources are represented ...
متن کاملLandslide susceptibility mapping using logistic regression analysis in Latyan catchment
Every year, hundreds of people all over the world lose their lives due to landslides. Landslide susceptibility map describes the likelihood or possibility of new landslides occurring in an area, and therefore helping to reduce future potential damages. The main purpose of this study is to provide landslide susceptibility map using logistic regression model at Latyan watershed, north Iran. I...
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ژورنال
عنوان ژورنال: International Journal of Geographical Information Science
سال: 2020
ISSN: 1365-8816,1362-3087
DOI: 10.1080/13658816.2020.1808897