Model study for predicting planar landslides

• Grant number: 23/06333-3
• Support Opportunities: Scholarships abroad - Research
• Start date: September 27, 2023
• End date: April 30, 2024
• Field of knowledge: Physical Sciences and Mathematics - Computer Science
• Principal Investigator: Vagner Luiz Gava
• Grantee: Vagner Luiz Gava
• Host Investigator: Rosaldo José Fernandes Rossetti
• Host Institution: Instituto de Pesquisas Tecnológicas S/A (IPT). Secretaria de Desenvolvimento Econômico (São Paulo - Estado). São Paulo , SP, Brazil
• Institution abroad: Universidade do Porto (UP), Portugal
• Associated research grant: 17/50343-2 - Institutional development plan in the area of digital transformation: advanced manufacturing and smart and sustainable cities (PDIp), AP.PDIP

Abstract

The research will primarily have as its premise that predictive models are able to interpret the behavior of regions susceptible to landslides, and therefore be able to make predictions of their eventual incidents. Thus, during this study, a methodology will be proposed, whose implementation will use data mining and machine learning techniques. Initially, an exploratory research will be carried out to identify in the literature methods, processes or techniques used to predict landslides and later a systematic review of the literature will be carried out in order to identify the most relevant models and prepare them for the application of mathematical computational techniques to which the data will be collected. (AU)