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Based on the landslide data, landslides tended to occur on the medium and moderate area of CLSL.
The depth of the sliding surface and the position of the flysch bedrock are assumed based on the landslide geometry.
Nevertheless, the success-rate was not a suitable measure for the prediction capability of the landslide models because it was based on the landslide pixels that had already been used for building the model.
In order to apply the ROC method, a representative dataset was prepared based on the landslide inventory database.
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The actual number of landslide pixels, falling on each class was calculated based on the landslides inventory database.
The accuracy of the final landslide susceptibility maps was evaluated based on the landslides observed during the fieldwork, and the accuracy of the models was evaluated by calculating each model's relative operating characteristic curve.
Based on the mapped landslide occurrence, the landslides tend to occur in the zone of moderate CLSL and they are distributed along the border between moderate and low coseismic landslide zone, meaning that the change on local condition could be playing an important role in triggering coseismic landslide.
It firstly produced the key factors influencing landslide development and used multi-resolution segmentation algorithm to segment the image objects based on the key landslide factors of engineering rock group, reservoir water fluctuation, slope structure and slope level.
(2) The weight value method is a bivariate method, interactions among factors cannot be considered; and (3) WI values were calculated based on the 3,005 landslides in the 5-km buffer area along the Araniko Highway.
Therefore, quantitative analysis of landslide hazard and land surface erosion based on the statistics of landslide dataset with small sample size may be accompanied by considerable errors.
Other statistical methods based on the actual coseismic landslide occurrences have also been developed by Song et al. 2012 and Umar et al. 2014.
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