Landslides are natural disasters that have resulted in the loss of economies and lives over years. The landslides caused by 2005 Muzaffarabad earthquake heavily impacted area, slopes region become unstable. This research was carried out to find which areas, as district, sensitive define relationship between geo-environmental factors using three tree-based classifiers, namely, Extreme Gradient B...

When rainfall and earthquake occur simultaneously, large-scale landslides can cause direct damage to lives structures. To reduce such landslide damage, earthquake-induced susceptibility has be evaluated. Therefore, in this study, was evaluated by considering only rainfall, earthquake, both the Atsuma region of Japan, where a triggered combination earthquake. Through quantitative index analysis,...

Abstract Landslides are notoriously difficult to predict because numerous spatially and temporally varying factors contribute slope stability. Artificial neural networks (ANN) have been shown improve prediction accuracy but largely uninterpretable. Here we introduce an additive ANN optimization framework assess landslide susceptibility, as well dataset division outcome interpretation techniques...

The 2008 Wenchuan earthquake, with a magnitude of Mw 8.0, induced numerous landslides. Remote sensing planes were sent out to take high resolution aerial photographs, from which the geologic hazards could be instantly interpreted. However, aerial images covering all of the study area could not be obtained in a short time because of the limitations of the planes and the influence of weather cond...