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Wildfire Selectivity for Land Cover Type: Does Size Matter?

Previous research has shown that fires burn certain land cover types disproportionally to their abundance. We used quantile regression to study land cover proneness to fire as a function of fire size, under the hypothesis that they are inversely related, for all land cover types. Using five years of...

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Detalles Bibliográficos
Autores principales: Barros, Ana M. G., Pereira, José M. C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3890279/
https://www.ncbi.nlm.nih.gov/pubmed/24454747
http://dx.doi.org/10.1371/journal.pone.0084760
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author Barros, Ana M. G.
Pereira, José M. C.
author_facet Barros, Ana M. G.
Pereira, José M. C.
author_sort Barros, Ana M. G.
collection PubMed
description Previous research has shown that fires burn certain land cover types disproportionally to their abundance. We used quantile regression to study land cover proneness to fire as a function of fire size, under the hypothesis that they are inversely related, for all land cover types. Using five years of fire perimeters, we estimated conditional quantile functions for lower (avoidance) and upper (preference) quantiles of fire selectivity for five land cover types - annual crops, evergreen oak woodlands, eucalypt forests, pine forests and shrublands. The slope of significant regression quantiles describes the rate of change in fire selectivity (avoidance or preference) as a function of fire size. We used Monte-Carlo methods to randomly permutate fires in order to obtain a distribution of fire selectivity due to chance. This distribution was used to test the null hypotheses that 1) mean fire selectivity does not differ from that obtained by randomly relocating observed fire perimeters; 2) that land cover proneness to fire does not vary with fire size. Our results show that land cover proneness to fire is higher for shrublands and pine forests than for annual crops and evergreen oak woodlands. As fire size increases, selectivity decreases for all land cover types tested. Moreover, the rate of change in selectivity with fire size is higher for preference than for avoidance. Comparison between observed and randomized data led us to reject both null hypotheses tested ([Image: see text] = 0.05) and to conclude it is very unlikely the observed values of fire selectivity and change in selectivity with fire size are due to chance.
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spelling pubmed-38902792014-01-21 Wildfire Selectivity for Land Cover Type: Does Size Matter? Barros, Ana M. G. Pereira, José M. C. PLoS One Research Article Previous research has shown that fires burn certain land cover types disproportionally to their abundance. We used quantile regression to study land cover proneness to fire as a function of fire size, under the hypothesis that they are inversely related, for all land cover types. Using five years of fire perimeters, we estimated conditional quantile functions for lower (avoidance) and upper (preference) quantiles of fire selectivity for five land cover types - annual crops, evergreen oak woodlands, eucalypt forests, pine forests and shrublands. The slope of significant regression quantiles describes the rate of change in fire selectivity (avoidance or preference) as a function of fire size. We used Monte-Carlo methods to randomly permutate fires in order to obtain a distribution of fire selectivity due to chance. This distribution was used to test the null hypotheses that 1) mean fire selectivity does not differ from that obtained by randomly relocating observed fire perimeters; 2) that land cover proneness to fire does not vary with fire size. Our results show that land cover proneness to fire is higher for shrublands and pine forests than for annual crops and evergreen oak woodlands. As fire size increases, selectivity decreases for all land cover types tested. Moreover, the rate of change in selectivity with fire size is higher for preference than for avoidance. Comparison between observed and randomized data led us to reject both null hypotheses tested ([Image: see text] = 0.05) and to conclude it is very unlikely the observed values of fire selectivity and change in selectivity with fire size are due to chance. Public Library of Science 2014-01-13 /pmc/articles/PMC3890279/ /pubmed/24454747 http://dx.doi.org/10.1371/journal.pone.0084760 Text en © 2014 Barros, Pereira http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Barros, Ana M. G.
Pereira, José M. C.
Wildfire Selectivity for Land Cover Type: Does Size Matter?
title Wildfire Selectivity for Land Cover Type: Does Size Matter?
title_full Wildfire Selectivity for Land Cover Type: Does Size Matter?
title_fullStr Wildfire Selectivity for Land Cover Type: Does Size Matter?
title_full_unstemmed Wildfire Selectivity for Land Cover Type: Does Size Matter?
title_short Wildfire Selectivity for Land Cover Type: Does Size Matter?
title_sort wildfire selectivity for land cover type: does size matter?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3890279/
https://www.ncbi.nlm.nih.gov/pubmed/24454747
http://dx.doi.org/10.1371/journal.pone.0084760
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