RT info:eu-repo/semantics/preprint
T1 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
A1 García Llamas, Paula
A1 Suárez Seoane, Susana
A1 Taboada Palomares, Ángela
A1 Fernández García, Víctor
A1 Fernández Guisuraga, José Manuel
A1 Fernández Manso, Alfonso
A1 Quintano Pastor, Carmen
A1 Marcos Porras, Elena María
A1 Calvo Galván, María Leonor
A2 Ecologia
K1 Ecología. Medio ambiente
K1 Evapotranspiration
K1 Fire effects
K1 Landsat
K1 Meteosat
K1 MODIS
K1 VARI index
AB This study analyses the suitability of remote sensing data from different sources (Landsat 7 ETM+, 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.
PB CSIRO
SN 1049-8001
LK http://hdl.handle.net/10612/11275
UL http://hdl.handle.net/10612/11275
NO International Journal of Wildland Fire, 2019, vol. 28, n. 7
NO P. 512-520
DS BULERIA. Repositorio Institucional de la Universidad de León
RD 21-may-2024