Biophysical and lightning characteristics drive lightning-induced fire occurrence in the central plateau of the Iberian Peninsula
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- 作者：Daniel Vecí ; n-Ariasa ; dvecin@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Fernando Castedo-Doradoa ; fcasd@unileon.es" class="auth_mail" title="E-mail the corresponding author ; Celestino Ordó ; ñ ; ezb ; ordonezcelestino@uniovi.es" class="auth_mail" title="E-mail the corresponding author ; José ; Ramó ; n Rodrí ; guez-Pé ; reza ; jr.rodriguez@unileon.es" class="auth_mail" title="E-mail the corresponding author
- 关键词：Lightning-induced fires ; Logistic regression ; Random forest ; Fire risk occurrence ; Iberian Peninsula
- 刊名：Agricultural and Forest Meteorology
- 出版年：2016
- 出版时间：15 September 2016
- 年：2016
- 卷：225
- 期：Complete
- 页码：36-47
- 全文大小：2500 K
文摘
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Lightning-induced fire occurrence was modelled for the central plateau of Spain.
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Logistic regression and random forest techniques were used for the analysis.
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Coniferous woodlands and agricultural crops were the most influential variables.
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Random forest performed slightly better in terms of misclassified predictions.
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Vegetation was highlighted as the key factor in lightning fire risk.
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