Landslide Susceptibility Mapping of Landslides with Artificial Neural Networks: Multi-Approach Analysis of Backpropagation Algorithm Applying the Neuralnet Package in Cuenca, Ecuador

Landslide Susceptibility Mapping of Landslides with Artificial Neural Networks: Multi-Approach Analysis of Backpropagation Algorithm Applying the Neuralnet Package in Cuenca, Ecuador

Natural hazards generate disasters and huge losses in several aspects, with landslides being one of the natural risks that have caused great impacts worldwide. The aim of this research was to explore a method based on machine learning to evaluate susceptibility to rotational landslides in an area ne...

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Bibliographic Details
Main Authors: Esteban Bravo-López, Tomás Fernández Del Castillo, Chester Sellers, Jorge Delgado-García
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Remote Sensing
Subjects:
rotational landslides
artificial neural network
backpropagation algorithm
machine learning
neuralnet
Cuenca-Ecuador
Online Access:https://www.mdpi.com/2072-4292/14/14/3495

Internet

https://www.mdpi.com/2072-4292/14/14/3495

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