Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia

Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia

The current study aimed at evaluating the capabilities of seven advanced machine learning techniques (MLTs), including, Support Vector Machine (SVM), Random Forest (RF), Multivariate Adaptive Regression Spline (MARS), Artificial Neural Network (ANN), Quadratic Discriminant Analysis (QDA), Linear Dis...

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Bibliographic Details
Main Authors: Ahmed Mohamed Youssef, Hamid Reza Pourghasemi
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Geoscience Frontiers
Subjects:
Landslide susceptibility
Machine learning algorithms
Variables importance
Saudi Arabia
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987120301298

Internet

http://www.sciencedirect.com/science/article/pii/S1674987120301298

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