Litcius/Paper detail

Landslide Susceptibility Mapping in Brazil: A Review

Helen Cristina Dias, Daniel Hölbling, Carlos Henrique Grohmann

2021Geosciences60 citationsDOIOpen Access PDF

Abstract

Landslide susceptibility studies are a common type of landslide assessment. Landslides are one of the most frequent hazards in Brazil, resulting in significant economic and social losses (e.g., deaths, injuries, and property destruction). This paper presents a literature review of susceptibility mapping studies in Brazil and analyzes the methods and input data commonly used. The publications used in this analysis were extracted from the Web of Science platform. We considered the following aspects: location of study areas, year and where the study was published, methods, thematic variables, source of the landslide inventory, and validation methods. The susceptibility studies are concentrated in Brazil’s south and southeast region, with the number of publications increasing since 2015. The methods commonly used are slope stability and statistical models. Validation was performed based on receiver operating characteristic (ROC) curves and area under the curve (AUC). Even though landslide inventories constitute the most critical input data for susceptibility mapping, the criteria used for the creation of landslide inventories are not evident in most cases. The included studies apply various validation techniques, but evaluations with potential users and information on the practical applicability of the results are largely missing.

Topics & Concepts

LandslideThematic mapCartographyReceiver operating characteristicGeologyGeographyComputer scienceData scienceData miningGeomorphologyMachine learningLandslides and related hazardsTree Root and Stability StudiesGeotechnical Engineering and Analysis
Landslide Susceptibility Mapping in Brazil: A Review | Litcius