EGU22-9354, updated on 16 Jul 2023
https://doi.org/10.5194/egusphere-egu22-9354
EGU General Assembly 2022
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.

Ranking the sensitivity of climate variables and FWI sub-indices to global wildfire burned area

Manolis G. Grillakis1,2, Apostolos Voulgarakis1,2, Anastasios Rovithakis1,2, Konstantinos Seiradakis1, Aristeidis Koutroulis1, Robert Field3,4, Matthew Kasoar5,2, Athanasios Papadopoulos1, and Mihalis Lazaridis1
Manolis G. Grillakis et al.
  • 1School of Chemical and Environmental Engineering, Technical University of Crete, Chania, Greece
  • 2Leverhulme Centre for Wildfires, Environment and Society, Imperial College London, London, UK
  • 3Department of Applied Physics and Applied Mathematics, Columbia University, New York, USA
  • 4NASA Goddard Institute for Space Studies, New York, USA
  • 5Department of Physics, Imperial College London, London, United Kingdom

Wildfires are integral parts of ecosystems but at the same time they consist a threat for manmade and natural environments. Variability in the area burned by wildfires has been largely attributed to weather and climate drivers, hence fire danger indices such as the Canadian Fire Weather Index (FWI) uses solely climate variables. The FWI uses four climate variables (precipitation, temperature, wind and relative humidity), to estimate two sub-indices, one for the wildfire initial spread danger - the initial spread index, and one that accounts for the longer-term drought effects on the fire danger - the buildup index, from which the FWI is finally assessed. Here, we establish correlations between the individual climate variables, FWI and its subindices, with observed GFED monthly burned area, for each one of the 14 GFED pyrographic region, at a global scale. The correlations are established on aggregated by the size of burned area data, to reduce the effect of other smaller scale climate effects, as well as other socioeconomic factors such as fire suppression activities, etc. The established correlations are then used to estimate the relative sensitivity of the area burned, to each climate variable and FWI component. The analysis is repeated for different burned area land use types, i.e. forest areas, non-forest areas as well as their combination. Our results indicate the relative importance of the four climate variables, as well as the two sub-indices of FWI index, for each GFED region. The results highlight the significance of temperature and relative humidity to the variability of area burned, in many regions, globally. This work contributes to a better understanding of the climate drivers of global wildfire activity.

 

This work is supported by CLIMPACT - National Research Network on Climate Change and its Impacts project, financed by the Public Investment Program of Greece and supervised by General Secretariat for Research and Technology (GSRT); and by the Leverhulme Centre for Wildfires, Environment, and Society through the Leverhulme Trust, grant number RC-2018-023.

How to cite: Grillakis, M. G., Voulgarakis, A., Rovithakis, A., Seiradakis, K., Koutroulis, A., Field, R., Kasoar, M., Papadopoulos, A., and Lazaridis, M.: Ranking the sensitivity of climate variables and FWI sub-indices to global wildfire burned area, EGU General Assembly 2022, Vienna, Austria, 23–27 May 2022, EGU22-9354, https://doi.org/10.5194/egusphere-egu22-9354, 2022.

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