Application of Tree-Based Ensemble Models to Landslide Susceptibility Mapping: A Comparative Study

Ensemble machine learning methods have been widely used for modeling landslide susceptibility, but there has been no uniform ensemble method for this problem. The main objective of this study is to compare popular ensemble machine learning-based models and apply them to landslides susceptibility map...

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Veröffentlicht in:Sustainability 2022-05, Vol.14 (10), p.6330
Hauptverfasser: Wei, Aihua, Yu, Kaining, Dai, Fenggang, Gu, Fuji, Zhang, Wanxi, Liu, Yu
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Sprache:eng
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