2024-03-28T09:20:51Zhttp://buleria.unileon.es/oai/requestoai:buleria.unileon.es:10612/116142020-12-10T08:59:50Zcom_10612_17col_10612_18
Using Unmanned Aerial Vehicles (UAV) for forest damage monitoring in south-western Europe
Pérez Rodríguez, Luis Alfonso
Quintano Pastor, Carmen
García Llamas, Paula
Fernández García, Víctor
Taboada Palomares, Ángela
Fernández-Guisuraga, José Manuel
Marcos Porras, Elena María
Suárez Seoane, Susana
Calvo Galván, María Leonor
Fernández Manso, Alfonso
Ecologia
Facultad de Ciencias Biologicas y Ambientales
Ecología. Medio ambiente
Unmanned Aerial Vehicles
UAVs
Prescribed burning
Parrot SEQUOIA
Burn severity
ANOVA
P. 1-8
Prescribed burns are being considered as a management tool for the prevention of forest fires in many countries that have
important firefighting problems. Knowledge of fire intensity and eliminated vegetation fuel are of great interest to
evaluate their effectiveness. Both parameters are directly related to burn severity, so their evaluation is fundamental to
predict the post-fire evolution of burned area. In this study we evaluated two prescribed burnings carried out in North of
Spain during October 2017 by using multispectral data from an Unmanned Aerial Vehicle (UAV). In particular, four
surface reflectance images were obtained in green (550 nm), red (660 nm), red-edge (735 nm) and near infrared (790 nm)
at very high spatial resolution (GSD 20 cm) from which different spectral indexes were computed. Additionally,
vegetation and soil burn severity was measured in 153 field plots and an analysis of variance (ANOVA) between each
spectral index and burn severity (both in vegetation and soil) was performed. A Fisher’s least significant difference test
determined that three vegetation burn severity levels and two soil burn severity levels could be statistically distinguished.
The identification of such burn severity levels is sufficient and useful to forest managers. We conclude that multispectral
data from UAVs may be considered as a valuable indicator of burn severity for prescribed burnings.
SI
2019-09-06
2020-02-12T15:05:39Z
2020-02-12T15:05:39Z
info:eu-repo/semantics/article
info:eu-repo/semantics/acceptedVersion
0277-786X
https://www.spiedigitallibrary.org/conference-proceedings-of-spie/11130/111300K/Using-Unmanned-Aerial-Vehicles-UAV-for-forest-damage-monitoring-in/10.1117/12.2531265.short?SSO=1
http://hdl.handle.net/10612/11614
https://doi.org/10.1117/12.2531265
eng
info:eu-repo/semantics/openAccess
SPIE