Next Article in Journal
Fire Severity and Drought Conditions Are Increasing in West-Central Spain
Previous Article in Journal
Machine Learning Classification Models Applied to Water Service Connection Leakage Data: Contributions on Understanding Factors Involved in Failure and Insights for Infrastructure Management
 
 
Please note that, as of 4 December 2024, Environmental Sciences Proceedings has been renamed to Environmental and Earth Sciences Proceedings and is now published here.
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Abstract

Fusing MODIS and Landsat to Assess Trends in Fire Regime in Mainland Spain from 2001–2021 †

Department of Environmental Science, University of Castilla-La Mancha, 45071 Toledo, Spain
*
Author to whom correspondence should be addressed.
Presented at the 3rd International Electronic Conference on Forests—Exploring New Discoveries and New Directions in Forests, 15–31 October 2022. Available online: https://iecf2022.sciforum.net.
Environ. Sci. Proc. 2022, 22(1), 67; https://doi.org/10.3390/IECF2022-13113
Published: 27 October 2022

Abstract

:
Fire is an essential component of many ecosystems and is one of the most recurrent disturbances in the Mediterranean biome. Moreover, the impact of global warming has led to an increase in the intensity of fires in many areas of the world. Here, we assess the trends of different fire regime properties (i.e., number of fires, fire size, and severity) fusing monthly burned areas derived from MODIS (MCD64A1) and Landsat data for mainland Spain from 2001 to 2021. We focused only on summer fires, the most common ones. The methodology consisted of crossing Landsat pixels at 30 m with MODIS pixels at 500 m and by means of a classification process, those pixels that were significantly different between pre- and post-fire dates were identified. Afterward, significant levels of severity based on the Relativized Burnt Ratio (RBR) were identified by a new classification process. Finally, those “true” burned pixels were crossed with vegetation types and ecoregions. Trends in fire regime properties were assessed using the Mann–Kendall test. We found that the number of fires has significantly decreased over time. On the contrary, the fire size was increasing. The proportion of burned shrublands grew in all ecoregions, but especially in the Mediterranean ones, whereas the proportion of burned forests was decreasing. In addition, the median RBR, as well as their percentiles, augmented, especially in conifers and shrublands burned in Mediterranean ecoregions. Moreover, the percentage of areas burned with high severity was expanding mainly due to the increase in the percentage of shrublands burning more severely. Thus, while fire activity decreased, fire severity increased. This new reality needs to be considered because the efficacy of risk management must not be based only on the number of fires or area burned, but on the damages that are likely to increase due to higher fire severity.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/IECF2022-13113/s1.

Author Contributions

Conceptualization, N.Q., O.V. and J.M.M.; methodology, N.Q. and O.V.; formal analysis, J.C.G., N.Q., O.V. and J.M.M.; investigation, J.C.G., N.Q. and O.V.; writing—original draft preparation, N.Q. and O.V.; writing—review and editing, N.Q., O.V. and J.M.M.; supervision, J.M.M. and O.V.; funding acquisition, O.V. and J.M.M. All authors have read and agreed to the published version of the manuscript.

Funding

This research is part of the project INFORICAM (PID2020-119402RB-I00), funded by the Spanish MCIN/AEI/ 10.13039/501100011033 and by the “European Union NextGenerationEU/PRTR”.

Institutional Review Board Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Viedma, O.; Quintero, N.; García, J.C.; Moreno, J.M. Fusing MODIS and Landsat to Assess Trends in Fire Regime in Mainland Spain from 2001–2021. Environ. Sci. Proc. 2022, 22, 67. https://doi.org/10.3390/IECF2022-13113

AMA Style

Viedma O, Quintero N, García JC, Moreno JM. Fusing MODIS and Landsat to Assess Trends in Fire Regime in Mainland Spain from 2001–2021. Environmental Sciences Proceedings. 2022; 22(1):67. https://doi.org/10.3390/IECF2022-13113

Chicago/Turabian Style

Viedma, Olga, Natalia Quintero, Juan Carlos García, and Jose Manuel Moreno. 2022. "Fusing MODIS and Landsat to Assess Trends in Fire Regime in Mainland Spain from 2001–2021" Environmental Sciences Proceedings 22, no. 1: 67. https://doi.org/10.3390/IECF2022-13113

APA Style

Viedma, O., Quintero, N., García, J. C., & Moreno, J. M. (2022). Fusing MODIS and Landsat to Assess Trends in Fire Regime in Mainland Spain from 2001–2021. Environmental Sciences Proceedings, 22(1), 67. https://doi.org/10.3390/IECF2022-13113

Article Metrics

Back to TopTop