Landslide Susceptibility and 3-day Antecedent Rainfall generated by Artificial Neural Networks

PARA VER A VERSÃO EM PORTUGUÊS, CLIQUE NO GLOBO (EM CIMA, À DIREITA)

[ENGLISH]

In this dataset, you can find:

  • Landslide susceptibility indexes for the Serra Geral geomorphic unit, from 0 (low susceptibility) to 1 (high susceptibility). Files starting in map_susc

  • 3-day Antecedent Rainfall Thresholds for rainfall-induced landslides in the Serra Geral geomorphic unit. Files starting in map_3day

The figure below shows the locations of each tile within the states of Rio Grande do Sul and Santa Catarina, Brazil.

tiles available

Background map: OpenStreetMap contributors (2022)

To download data, access the Zenodo repository:

DOI

If the link is broken, please contact me by e-mail.

This dataset was produced within the research conducted for the PhD Thesis of Luísa Vieira Lucchese. The link to the Thesis will be added here when it is available.

Reference:

LUCCHESE, Luísa Vieira. Modelagem de Suscetibilidade e de Limiares de Precipitação para Deslizamentos de Terra utilizando métodos de Aprendizagem de Máquina. 2022. PhD Thesis (Water Resources and Environmental Sanitation) — Instituto de Pesquisas Hidráulicas, Universidade Federal do Rio Grande do Sul, Porto Alegre, 2022.

Luísa Vieira Lucchese
Luísa Vieira Lucchese
PhD in Water Resources

PhD, Eng.