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A spatio-temporal Poisson hurdle point process to model wildfires
dc.contributor.author | Serra, Laura | |
dc.contributor.author | Sáez Zafra, Marc | |
dc.contributor.author | Juan, Pablo | |
dc.contributor.author | Varga, Diego | |
dc.contributor.author | Mateu, Jorge | |
dc.date.accessioned | 2014-05-12T07:36:33Z | |
dc.date.available | 2014-05-12T07:36:33Z | |
dc.date.issued | 2013-11 | |
dc.identifier.citation | SERRA, Laura, et al. A spatio-temporal Poisson hurdle point process to model wildfires. Stochastic Environmental Research and Risk Assessment, 2013, 1-14. | ca_CA |
dc.identifier.uri | http://hdl.handle.net/10234/91953 | |
dc.description.abstract | Wildfires have been studied in many ways, for instance as a spatial point pattern or through modeling the size of fires or the relative risk of big fires. Lately a large variety of complex statistical models can be fitted routinely to complex data sets, in particular wildfires, as a result of widely accessible high-level statistical software, such as R. The objective in this paper is to model the occurrence of big wildfires (greater than a given extension of hectares) using an adapted two-part econometric model, specifically a hurdle model. The methodology used in this paper is useful to determine those factors that help any fire to become a big wildfire. Our proposal and methodology can be routinely used to contribute to the management of big wildfires. | ca_CA |
dc.format.mimetype | application/pdf | ca_CA |
dc.language.iso | eng | ca_CA |
dc.publisher | Springer | ca_CA |
dc.relation.isPartOf | Stochastic Environmental Research and Risk Assessment, 28, 7, october 2014 | ca_CA |
dc.rights | © Springer | ca_CA |
dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | * |
dc.subject | Hurdle model | ca_CA |
dc.subject | INLA | ca_CA |
dc.subject | Spatio-temporal point processes | ca_CA |
dc.subject | SPDE | ca_CA |
dc.subject | Wildfire | ca_CA |
dc.title | A spatio-temporal Poisson hurdle point process to model wildfires | ca_CA |
dc.type | info:eu-repo/semantics/article | ca_CA |
dc.identifier.doi | http://dx.doi.org/10.1007/s00477-013-0823-x | |
dc.rights.accessRights | info:eu-repo/semantics/restrictedAccess | ca_CA |
dc.relation.publisherVersion | http://link.springer.com/article/10.1007%2Fs00477-013-0823-x | ca_CA |
dc.type.version | info:eu-repo/semantics/publishedVersion | ca_CA |
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