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dc.contributor.authorCrespo-Santiago, A.
dc.date.accessioned2023-01-23T22:01:48Z
dc.date.available2023-01-23T22:01:48Z
dc.date.issued2022-06-06
dc.identifier.urihttp://hdl.handle.net/20.500.11824/1539
dc.description.abstractWe show that the probability density function (PDF) of an area enclosed by a random perimeter is driven by the PDF of the integration bounds and the mean value of the perimeter function. With reference to wildfires, if the integration interval is aligned with the main direction of propagation, the PDF of the burned area is driven by the PDF of the position of the head of the fire times the mean value of the fire front. We show that if the random fire front perimeter is modelled as an ellipse-like curve with stochastic noise, the relation between the probability distribution of the burned area and the one of the head of the fire is linear, with the constant mean value of the perimeter as a factor. Different random noise models have been developed and implemented for this purpose. Different behaviours of the stochastic position of the head of the fire have been studied, including Viegas’ rate of spread model. We show that for the realistic propagation model given by the operational wildfire cellular automata simulator Propagator [46], the PDF of the burned area is still driven by the position of the head of the fire and the mean value of the fire front perimeter, and the shape of the perimeter is not relevant. This has been shown for 5 case studies, ranging from easy ones to realistic complicated cases.en_US
dc.formatapplication/pdfen_US
dc.language.isoengen_US
dc.rightsReconocimiento-NoComercial-CompartirIgual 3.0 Españaen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/es/en_US
dc.subjectWildfireen_US
dc.subjectBurned areaen_US
dc.subjectRandom areaen_US
dc.subjectProbability distributionen_US
dc.subjectProbability density functionen_US
dc.subjectStochastic processen_US
dc.subjectRiemann integral of a random functionen_US
dc.subjectRandom noiseen_US
dc.titleStatistical Characterization of Wildfire Dynamics: Studying the Relation Between Burned Area and Head of the Fireen_US
dc.typeinfo:eu-repo/semantics/masterThesisen_US
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-107685RB-I00en_US
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen_US
dc.type.hasVersioninfo:eu-repo/semantics/acceptedVersionen_US
dc.journal.titleStockholm Universityen_US


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Reconocimiento-NoComercial-CompartirIgual 3.0 España
Except where otherwise noted, this item's license is described as Reconocimiento-NoComercial-CompartirIgual 3.0 España