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A Novel Performance Assessment Approach Using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest

Prediction of possible landslide areas is the first stage of landslide hazard mitigation efforts and is also crucial for suitable site selection. Several statistical and machine learning methodologies have been applied for the production of landslide susceptibility maps. However, the performance ass...

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Detalles Bibliográficos
Autores principales: Sevgen, Eray, Kocaman, Sultan, Nefeslioglu, Hakan A., Gokceoglu, Candan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767354/
https://www.ncbi.nlm.nih.gov/pubmed/31547342
http://dx.doi.org/10.3390/s19183940