Please use this identifier to cite or link to this item:
http://hdl.handle.net/2122/13147
Authors: | Fabbri, Andrea G.* Komac, Marko* Patera, Antonio* Chung, Chang-Jo* |
Title: | Favourability modelling of landslide hazard with spatial uncertainty ofclass membership: a reapplication in central Slovenia | Journal: | International Association for Mathematical Geology (IAMG) | Issue Date: | 2015 | Abstract: | This contribution stems from the exposure of two different approaches to the representation of natural hazard: regression analysis on one side and favourability models on the other. As a consequence a spatial database for landslide hazard prediction in central Slovenia was shared to experiment on spatial prediction via cross-validation techniques. Due to the peculiarities of the database three types of analyses were selected: (i) predictions using an Empirical Likelihood Ratio model and four types of landslides in a training area, and extended to a surrounding study area; (ii) iterative cross-validations to obtain target, uncertainty and their combination patterns; and (iii) separation of one type of landslides into two groups of well predicted and poorly predicted occurrences by a cross-validation with the target pattern. The importance is underlined of sharing databases to encourage broader views of methodologies and strategies in spatial modelling. |
Appears in Collections: | Article published / in press |
Files in This Item:
File | Description | Size | Format | Existing users please Login |
---|---|---|---|---|
Fabbrietal_IAMG2015_p848-856_STAMPA.pdf | 1.66 MB | Adobe PDF |
Page view(s)
46
checked on Apr 17, 2024
Download(s)
2
checked on Apr 17, 2024