Integrated Machine Learning Approaches for Landslide Susceptibility Mapping Along the Pakistan–China Karakoram Highway

Integrated Machine Learning Approaches for Landslide Susceptibility Mapping Along the Pakistan–China Karakoram Highway

The effectiveness of data-driven landslide susceptibility mapping relies on data integrity and advanced geospatial analysis; however, selecting the most suitable method and identifying key regional factors remains a challenging task. To address this, this study assessed the performance of six machin...

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Bibliographic Details
Main Authors: Mohib Ullah, Haijun Qiu, Wenchao Huangfu, Dongdong Yang, Yingdong Wei, Bingzhe Tang
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Land
Subjects:
landslide susceptibility
Karakoram Highway
machine learning models
geo-environmental factors
ensemble models
Online Access:https://www.mdpi.com/2073-445X/14/1/172
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