19 citations · 25 across the 11 of their papers we have counts for
3 papers · 1 filter
Point-process based Bayesian modeling of space-time structures of forest fire occurrences in Mediterranean France
Thomas Opitz, Florent Bonneu, Edith Gabriel
Due to climate change and human activity, wildfires are expected to become more frequent and extreme worldwide, causing economic and ecological disasters. The deployment of prevent…
Space-Time Landslide Predictive Modelling
Luigi Lombardo, Thomas Opitz, Francesca Ardizzone +2
Landslides are nearly ubiquitous phenomena and pose severe threats to people, properties, and the environment. Investigators have for long attempted to estimate landslide hazard to…
Point process-based modeling of multiple debris flow landslides using INLA: an application to the 2009 Messina disaster
Luigi Lombardo, Thomas Opitz, Raphael Huser
We develop a stochastic modeling approach based on spatial point processes of log-Gaussian Cox type for a collection of around 5000 landslide events provoked by a precipitation tri…