Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model

Author:

Camilo Daniela Castro,Lombardo Luigi,Mai P. Martin,Dou JieORCID,Huser Raphaël

Publisher

Elsevier BV

Subject

Ecological Modeling,Environmental Engineering,Software

Reference86 articles.

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3. Automatic delineation of geomorphological slope units with r. slopeunits v1. 0 and their optimization for landslide susceptibility modeling;Alvioli;Geosci. Model Dev.,2016

4. Development of time-variant landslide-prediction software considering three-dimensional subsurface unsaturated flow;An;Environ. Model. Softw.,2016

5. Effect of raster resolution and polygon-conversion algorithm on landslide susceptibility mapping;Arnone;Environ. Model. Softw.,2016

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