Insights from Optimized Non-Landslide Sampling and SHAP Explainability for Landslide Susceptibility Prediction

The quality of sampling data critically influences landslide susceptibility prediction accuracy. Current studies commonly use a 1:1 ratio of landslide to non-landslide samples, failing to reflect natural geographical variability. This study develops a region-specific framework by integrating SHAP (S...

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Bibliographic Details
Main Authors: Mengyuan Li, Hongling Tian
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/3/1163
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