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Prediction of forest fires occurrences with area-level Poisson mixed models
dc.contributor.author | Boubeta, Miguel | |
dc.contributor.author | Lombardía, María José | |
dc.contributor.author | Marey Pérez, Manuel Francisco | |
dc.contributor.author | Morales, Domingo | |
dc.date.accessioned | 2016-05-20T14:12:51Z | |
dc.date.issued | 2015-05-01 | |
dc.identifier.citation | M.Boubeta, M.J. Lombardía, M. Marey-Pérez and D. Morales. Prediction of forest fires occurrences with area-level Poisson mixed models. Journal of Environmental Management , 154 (2015) , 151-158. | es_ES |
dc.identifier.issn | 0301-4797 | |
dc.identifier.issn | 1095-8630 | |
dc.identifier.uri | http://hdl.handle.net/2183/16698 | |
dc.description.abstract | [Abstract] The number of fires in forest areas of Galicia (north-west of Spain) during the summer period is quite high. Local authorities are interested in analyzing the factors that explain this phenomenon. Poisson regression models are good tools for describing and predicting the number of fires per forest areas. This work employs area-level Poisson mixed models for treating real data about fires in forest areas. A parametric bootstrap method is applied for estimating the mean squared errors of fires predictors. The developed methodology and software are applied to a real data set of fires in forest areas of Galicia. | es_ES |
dc.description.sponsorship | Ministerio de Ciencia e Innovación; MTM2013-41383-P | es_ES |
dc.description.sponsorship | Xunta de Galicia; CN2012/130 | es_ES |
dc.description.sponsorship | Ministerio del Medio Ambiente, Rural y Marino; PSE-310000-2009-4 | es_ES |
dc.description.sponsorship | COST European Cooperation in Science and Technology; OC-2008-1-2124 | es_ES |
dc.description.sponsorship | Ministerio de Ciencia e Innovación; MTM2012-37077-C02-01 | |
dc.description.sponsorship | Ministerio de Ciencia e Innovación; MTM2011-22392 | |
dc.description.sponsorship | Ministerio de Ciencia e Innovación; MTM2008-03010 | |
dc.description.sponsorship | Xunta de Galicia; 07MRU035291PR | |
dc.language.iso | eng | es_ES |
dc.publisher | Academic Press | es_ES |
dc.relation.uri | This is the peer reviewed version of the article which has been published in final form at doi:10.1016/j.jenvman.2015.02.009 | es_ES |
dc.rights | Atribución-NoComercial-SinDerivadas 3.0 España | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ | * |
dc.subject | Forest fires | es_ES |
dc.subject | Poisson mixed models | es_ES |
dc.subject | Prediction | es_ES |
dc.subject | Bootstrap | es_ES |
dc.title | Prediction of forest fires occurrences with area-level Poisson mixed models | es_ES |
dc.type | info:eu-repo/semantics/article | es_ES |
dc.rights.access | info:eu-repo/semantics/embargoedAccess | es_ES |
dc.date.embargoEndDate | 2017-05-02 | es_ES |
dc.date.embargoLift | 2017-05-02 | |
UDC.journalTitle | Journal of Environmental Management | es_ES |
UDC.volume | 154 | es_ES |
UDC.startPage | 151 | es_ES |
UDC.endPage | 158 | es_ES |
dc.identifier.doi | 10.1016/j.jenvman.2015.02.009 |
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