4 papers · 1 filter
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…
Geostatistical modeling to capture seismic-shaking patterns from earthquake-induced landslides
Luigi Lombardo, Haakon Bakka, Hakan Tanyas +3
In this paper, we investigate earthquake-induced landslides using a geostatistical model that includes a latent spatial effect (LSE). The LSE represents the spatially structured re…
Modeling soil organic carbon with Quantile Regression: Dissecting predictors' effects on carbon stocks
Luigi Lombardo, Sergio Saia, Calogero Schillaci +2
Soil Organic Carbon (SOC) estimation is crucial to manage both natural and anthropic ecosystems and has recently been put under the magnifying glass after the Paris agreement 2016…
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…