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dc.contributor.authorRodrigues Mimbrero, Marcos
dc.contributor.authorJiménez-Ruano, Adrián
dc.contributor.authorPeña-Angulo, Dhais
dc.contributor.authorDe la Riva, Juan
dc.date.accessioned2020-11-12T09:41:45Z
dc.date.available2020-11-12T09:41:45Z
dc.date.issued2018-08-01
dc.identifier.issn0301-4797
dc.identifier.urihttp://hdl.handle.net/10459.1/69853
dc.description.abstractOver the last decades, authorities responsible on forest fire have encouraged research on fire triggering factors, recognizing this as a critical point to achieve a greater understanding of fire occurrence patterns and improve preventive measures. The key objectives of this study are to investigate and analyze spatial-temporal changes in the contribution of wildfire drivers in Spain, and provide deeper insights into the influence of fire features: cause, season and size. We explored several subsets of fire occurrence combining cause (negligence/accident and arson), season (summer-spring and winter-fall) and size (<1 Ha, 1–100 Ha and >100 Ha). The analysis is carried out fitting Geographically Weighted Logistic Regression models in two separate time periods (1988–1992, soon after Spain joined the European Union; and 2006–2010, after several decades of forest management). Our results suggest that human factors are losing performance with climate factors taking over, which may be ultimately related to the success in recent prevention policies. In addition, we found strong differences in the performance of occurrence models across subsets, thus models based on long-term historical fire records might led to misleading conclusions. Overall, fire management should move towards differential prevention measurements and recommendations due to the observed variability in drivers’ behavior over time and space, paying special attention to winter fires.ca_ES
dc.description.sponsorshipThis work has been financed by the Ministerio de Economía y Competitividad; Marcos Rodrigues is a postdoctoral ‘Juan de la Cierva Formación’ research fellow (FJCI-2016-31090); Adrian Jiménez-Ruano is a granted FPU-PhD student (Ref. 13/06618).ca_ES
dc.language.isoengca_ES
dc.publisherElsevierca_ES
dc.relation.isformatofVersió postprint del document publicat a: https://doi.org/10.1016/j.jenvman.2018.07.098ca_ES
dc.relation.ispartofJournal of Environmental Management, 2018, vol. 225, p. 177-192ca_ES
dc.rightscc-by-nc-nd, (c) Elsevier, 2018ca_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectWildfireca_ES
dc.subjectDriving factorsca_ES
dc.subjectSeasonca_ES
dc.subjectFire sizeca_ES
dc.subjectCauseca_ES
dc.subjectGWLRca_ES
dc.titleA comprehensive spatial-temporal analysis of driving factors of human-caused wildfires in Spain using Geographically Weighted Logistic Regressionca_ES
dc.typeinfo:eu-repo/semantics/articleca_ES
dc.type.versioninfo:eu-repo/semantics/acceptedVersionca_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessca_ES
dc.identifier.doihttps://doi.org/10.1016/j.jenvman.2018.07.098


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cc-by-nc-nd, (c) Elsevier, 2018
Except where otherwise noted, this item's license is described as cc-by-nc-nd, (c) Elsevier, 2018