The potentiality of Sentinel-2 to assess the effect of fire events on Mediterranean mountain vegetation

By

De Simone, Walter
Di Musciano, Michele
Di Cecco, Valter
Ferella, Giorgia
Frattaroli, Annarita

Type

Article

Date of Publication

2020-4-13

Original Publication

Plant sociology

Volume

57

Series / Issue

Issue: 1

Pages

11--22

Subjects

burn severity classes , NDVI , post-fire , satellite remote sensing , short-term vegetation monitoring

Contributed by

Pensoft Publishers

Language

English

Published by

Pavia Società italiana di scienza della vegetazione 2012-2019

Identifiers

DOI: https://doi.org/10.3897/pls2020571/02

 

Abstract

Wildfires are currently one of the most important environmental problems, as they cause disturbance in ecosystems generating environmental, economic and social costs. The Sentinel-2 from Copernicus Program (Sentinel satellites) offers a great tool for post-fire monitoring. The main objective of this study is to evaluate the potential of Sentinel-2 in a peculiar mountainous landscape by measuring and identifying the burned areas and monitor the short-term response of the vegetation in different ‘burn severity’ classes. A Sentinel-2 dataset was created, and pre-processing operations were performed. Relativized Burn Ratio (RBR) was calculated to identify ‘burn scar’ and discriminate the ‘burn severity’ classes. A two-year monitoring was carried out with areas identified based on different severity classes, using Normalized Difference Vegetation Index (NDVI) to investigate the short-term vegetation dynamics of the burned habitats; habitats refer to Annex I of the European Directive 92/43/EEC. The study area is located in ‘Campo Imperatore’ within the Gran Sasso – Monti della Laga National Park (central Italy). The first important result was the identification and quantification of the area affected by fire. The RBR allowed us to identify even the less damaged habitats with high accuracy. The survey highlighted the importance of these Open-source tools for qualitative and quantitative evaluation of fires and the short-term assessment of vegetation recovery dynamics. The information gathered by this type of monitoring can be used by decision-makers both for emergency management and for possible environmental restoration of the burned areas.