2026-04-23T21:21:21Zhttps://uvadoc.uva.es/oai/request

oai:uvadoc.uva.es:10324/677852025-03-26T19:10:04Zcom_10324_1189com_10324_931com_10324_894col_10324_1418

Assessment of the influence of biophysical properties related to fuel conditions on fire severity using remote sensing techniques: a case study on a large fire inNWSpain García Llamas, Paula Suárez Seoane, Susana Taboada, Angela Fernández García, Victor Fernández Guisuraga, José Manuel Fernández Manso, Alfonso Quintano Pastor, María del Carmen Marcos, Elena Calvo, Leonor This study analyses the suitability of remote sensing data from different sources (Landsat 7 ETMþ, MODIS and Meteosat) in evaluating the effect of fuel conditions on fire severity, using a megafire (11 891 ha) that occurred in a Mediterranean pine forest ecosystem (NW Spain) between 19 and 22 August 2012. Fire severity was measured via the delta Normalized Burn Ratio index. Fuel conditions were evaluated through biophysical variables of: (i) the Visible Atmospherically Resistant Index and mean actual evapotranspiration, as proxies of potential live fuel amount; and (ii) Land Surface Temperature and water deficit, as proxies of fuel moisture content. Relationships between fuel conditions and fire severity were evaluated using Random Forest models. Biophysical variables explained 40% of the variance. The Visible Atmospherically Resistant Index was the most important predictor, being positively associated with fire severity. Evapotranspiration also positively influenced severity, although its importance was conditioned by the data source. Live fuel amount, rather than fuel moisture content, primarily affected fire severity. Nevertheless, an increase in water deficit and land surface temperature was generally associated with greater fire severity. This study highlights that fuel conditions largely determine fire severity, providing useful information for defining pre-fire actions aimed at reducing fire effects. 2024-05-22T16:47:09Z 2024-05-22T16:47:09Z 2019 info:eu-repo/semantics/article Assessment of the influence of biophysical properties related to fuel conditions on fire severity using remote sensing techniques: a case study on a large fire in NW Spain. International Journal of Wildland Fire, June 2019, vol. 28, p. 512 – 520, https://uvadoc.uva.es/handle/10324/67785 10.1071/WF18156 spa https://www.publish.csiro.au/wf/WF18156 info:eu-repo/semantics/restrictedAccess CSIRO PUBLISHING CSIRO PUBLISHING SI