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Comparison between Machine Learning and Physical Models Applied to the Evaluation of Co-Seismic Landslide Hazard

A comparative methodology between advanced statistical tools and physical-based methods is carried out to ensure their reliability and objectivity for the evaluation of co-seismic landslide hazard maps. To do this, an inventory of landslides induced by the 2011 Lorca earthquake is used to highlight...

Täydet tiedot

Tallennettuna:
Päätekijät: José Carlos Román-Herrera, Martín Jesús Rodríguez-Peces, Julio Garzón-Roca
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2023-07-01
Sarja:Applied Sciences
Aiheet:
machine learning
Newmark displacement
co-seismic landslide
logistic regression
random forest
artificial neural network
Linkit:https://www.mdpi.com/2076-3417/13/14/8285
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