“…Developed to predict the distribution of habitat in response to a given set of environmental factors, Habitat Suitability Models (hereafter HSMs) have been applied in an increasingly number of contexts, becoming important tools to support biodiversity management (Lawler et al, 2006;Degraer et al, 2008;Glockzin et al, 2009;Gogina and Zettler, 2010;Bates et al, 2013;Freeman et al, 2013;Guisan et al, 2013). In particular, HSMs can have an important role in ecosystem-based management planning (Guisan and Thuiller, 2005;Heikkinen et al, 2006;Pompe et al, 2008;Elith and Leathwick, 2009;Kharouba et al, 2009;Lavender et al, 2021), by helping in i) identifying priority areas of conservation (Cañadas et al, 2005), ii) assessing the spatial distribution of suitable habitats for a species or a community to live within protected areas (Monk et al, 2010), iii) predicting sites at risk of invasion by exotic species (Compton et al, 2010) and iv) investigating the distribution of possible diseases (Williams et al, 2010). These models can be grouped into two categories (Meineri et al, 2015): mechanistic methods aiming at reproducing the ecological dynamics by explicitly describing (and formalizing into equations to be solved by mean of numerical techniques) their driving processes (e.g.…”