Landslide Susceptibility Assessment: Comparison of Knowledge-based and Data-driven Models - Faus Tinus Handi Feryandi - Kirjat - LAP LAMBERT Academic Publishing - 9783659198939 - sunnuntai 12. elokuuta 2012
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Landslide Susceptibility Assessment: Comparison of Knowledge-based and Data-driven Models

Faus Tinus Handi Feryandi

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Landslide Susceptibility Assessment: Comparison of Knowledge-based and Data-driven Models

Disaster management requires spatial information as a backbone of preparedness and mitigation process. In that context, an assessment of landslide susceptibility becomes essential in an area that is prone to landslide due to its geographical condition. In this study, three different methods were applied to examine landslide susceptibility in that area: heuristic, statistical logistic regression and Artificial Neural Network (ANN). Heuristic method is a knowledge-based approach whereas the latter two are categorized as data-driven methods due to the involvement of landslide inventory in their analysis. Eight site-specific available and commonly used landslide influencing factors (slope, aspect, topographical shape, curvature, lithology, land use, distance to road and distance to river) were preprocessed in a GIS environment and then analyzed using statistical and GIS tools to understand the relationship and significance of each to landslide occurrence, and to generate landslide susceptibility maps.

Media Kirjat     Paperback Book   (Kirja pehmeillä kansilla ja liimatulla selällä)
Julkaisupäivämäärä sunnuntai 12. elokuuta 2012
ISBN13 9783659198939
Tuottaja LAP LAMBERT Academic Publishing
Sivujen määrä 132
Mitta 150 × 8 × 226 mm   ·   215 g
Kieli German