18 citations · 23 across the 6 of their papers we have counts for
6 papers
A spatio-temporal hybrid Strauss hardcore point process for forest fire occurrences
Morteza Raeisi, Florent Bonneu, Edith Gabriel
We propose a new point process model that combines, in the spatio-temporal setting, both multi-scaling by hybridization and hardcore distances. Our so-called hybrid Strauss hardcor…
On spatial and spatio-temporal multi-structure point process models
Morteza Raeisi, Florent Bonneu, Edith Gabriel
Spatial and spatio-temporal single-structure point process models are widely used in epidemiology, biology, ecology, seismology... . However, most natural phenomena present multipl…
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…
A spatio-temporal multi-scale model for Geyer saturation point process: application to forest fire occurrences
Morteza Raeisi, Florent Bonneu, Edith Gabriel
Because most natural phenomena exhibit dependence at multiple scales like locations of earthquakes or forest fire occurrences, spatio-temporal single-scale point process models are…
Predicting the intensity of partially observed data from a revisited kriging for point processes
Edith Gabriel, Florent Bonneu, Pascal Monestiez +1
We consider a stationary and isotropic spatial point process whose a realisation is observed within a large window. We assume it to be driven by a stationary random field . In o…
Predicting the intensity of partially observed data from a revisited kriging for point processes
Edith Gabriel, Florent Bonneu, Pascal Monestiez +1
We consider a stationary and isotropic spatial point process, whose a realisation is observed within a large window. In order to predict its local intensity, we propose to define t…