Spatio-temporal survival analysis: application to environmental data
Author
Agatha Sacrament Rodrigues
Co-author
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Patrick Borges
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Rafael Sant'Ana Herzog
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José Carlos Soares
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Conference
65th ISI World Statistics Congress 2025
Format: IPS Abstract - WSC 2025
Session: IPS 910 - Handling Time in Environmental Studies
Thursday 9 October 2 p.m. - 3:40 p.m. (Europe/Amsterdam)
Abstract
This presentation explores the application of spatio-temporal survival analysis to environmental data, focusing on wildfire occurrences. Using data from the INPE’s fire monitoring system, which tracks active fires and wildfire risk across Brazil, we analyze patterns in vegetation fire occurrence over time and space. The study highlights the potential of survival models to improve fire risk assessment and environmental management.