The Mediterranean is a complex geographical region influenced by various global and regional processes. Its complex interaction results in highly variable circulation patterns leading to strong spatiotemporal variability (sub-basin to mesoscale) (Seager et al., 2020). Regarding future projected conditions, the Mediterranean is reported as one of the climate change hot spots (Barcikowska et al., 2020). The frequency of extreme events, including high precipitation, heat waves, and cold spells, is likely to be altered due to global warming, which might severely threaten the coastal environment and economies. Numerous studies indicated the changing characteristics of extreme events (intensity/frequency) of various climatic variables such as temperature, precipitation, and wind in the context of climate change (Perkins-Kirkpatrick & Lewis, 2020;Samuels et al., 2018). The variability of these properties may also be modulated, especially on a regional scale (Kodra et al., 2011).