A Comprehensive Assessment of XGBoost Algorithm for Landslide Susceptibility Mapping in the Upper Basin of Ataturk Dam, Turkey

A Comprehensive Assessment of XGBoost Algorithm for Landslide Susceptibility Mapping in the Upper Basin of Ataturk Dam, Turkey

The success rate in landslide susceptibility mapping efforts increased with the advancements in machine learning algorithms and the availability of geospatial data with high spatial and temporal resolutions. Existing data-driven susceptibility mapping models are not globally applicable due to the hi...

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Bibliographic Details
Main Authors: Recep Can, Sultan Kocaman, Candan Gokceoglu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
landslide susceptibility
XGBoost
Ataturk Dam
machine learning
EU-DEM
Online Access:https://www.mdpi.com/2076-3417/11/11/4993

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