Evaluation of Different Landslide Susceptibility Models for a Local Scale in the Chitral District, Northern Pakistan

Evaluation of Different Landslide Susceptibility Models for a Local Scale in the Chitral District, Northern Pakistan

This work evaluates the performance of three machine learning (ML) techniques, namely logistic regression (LGR), linear regression (LR), and support vector machines (SVM), and two multi-criteria decision-making (MCDM) techniques, namely analytical hierarchy process (AHP) and the technique for order...

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Bibliographic Details
Main Authors: Bilal Aslam, Ahsen Maqsoom, Umer Khalil, Omid Ghorbanzadeh, Thomas Blaschke, Danish Farooq, Rana Faisal Tufail, Salman Ali Suhail, Pedram Ghamisi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Sensors
Subjects:
LANDSAT-8
machine learning (ML) techniques
logistic regression (LGR)
linear regression (LR)
support vector machines (SVM)
analytical hierarchy process (AHP)
Online Access:https://www.mdpi.com/1424-8220/22/9/3107

Internet

https://www.mdpi.com/1424-8220/22/9/3107

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