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2013 | OriginalPaper | Buchkapitel

Susceptibility Maps for Landslides Using Different Modelling Approaches

verfasst von : Philip Leopold, Gerhard Heiss, Helene Petschko, Rainer Bell, Thomas Glade

Erschienen in: Landslide Science and Practice

Verlag: Springer Berlin Heidelberg

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Abstract

This study focuses on the comparison of different approaches for landslide susceptibility modelling and is part of the research project “MoNOE” (Method development for landslide susceptibility modelling in Lower Austria). The main objective of the project is to design a method for landslide susceptibility modelling for a large study area. For other objectives of the project we refer to Bell et al. (Proceedings of the 2nd world landslide forum, Rome, 3–7 Oct 2011, this volume). To reach the main objective, the two different statistical models “Weights of Evidence” and “Logistic Regression” are applied and compared. By using nearly the same input data in test areas it is possible to compare the capabilities of both methods. First results of the comparison indicate that in valleys and on south facing slopes the results are quite similar. In contrast, the analysis on north facing slopes shows differences. In the ongoing work the reasons for these differences will be analysed. Furthermore, attention will be paid to finding adequate validation methods for the two modelling approaches.

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Literatur
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Metadaten
Titel
Susceptibility Maps for Landslides Using Different Modelling Approaches
verfasst von
Philip Leopold
Gerhard Heiss
Helene Petschko
Rainer Bell
Thomas Glade
Copyright-Jahr
2013
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-31325-7_46