*Article* **The Effect of Climate and Human Pressures on Functional Diversity and Species Richness Patterns of Amphibians, Reptiles and Mammals in Europe**

**Mariana A. Tsianou \*, Maria Lazarina, Danai-Eleni Michailidou, Aristi Andrikou-Charitidou, Stefanos P. Sgardelis and Athanasios S. Kallimanis**

> Department of Ecology, School of Biology, Aristotle University of Thessaloniki, GR-54124 Thessaloniki, Greece; mlazarin@bio.auth.gr (M.L.); dmichail@bio.auth.gr (D.-E.M.); andrikouc@bio.auth.gr (A.A.-C.); sgardeli@bio.auth.gr (S.P.S.); kalliman@bio.auth.gr (A.S.K.) **\*** Correspondence: mtsianou@bio.auth.gr

**Abstract:** The ongoing biodiversity crisis reinforces the urgent need to unravel diversity patterns and the underlying processes shaping them. Although taxonomic diversity has been extensively studied and is considered the common currency, simultaneously conserving other facets of diversity (e.g., functional diversity) is critical to ensure ecosystem functioning and the provision of ecosystem services. Here, we explored the effect of key climatic factors (temperature, precipitation, temperature seasonality, and precipitation seasonality) and factors reflecting human pressures (agricultural land, urban land, land-cover diversity, and human population density) on the functional diversity (functional richness and Rao's quadratic entropy) and species richness of amphibians (68 species), reptiles (107 species), and mammals (176 species) in Europe. We explored the relationship between different predictors and diversity metrics using generalized additive mixed model analysis, to capture non-linear relationships and to account for spatial autocorrelation. We found that at this broad continental spatial scale, climatic variables exerted a significant effect on the functional diversity and species richness of all taxa. On the other hand, variables reflecting human pressures contributed significantly in the models even though their explanatory power was lower compared to climatic variables. In most cases, functional richness and Rao's quadratic entropy responded similarly to climate and human pressures. In conclusion, climate is the most influential factor in shaping both the functional diversity and species richness patterns of amphibians, reptiles, and mammals in Europe. However, incorporating factors reflecting human pressures complementary to climate could be conducive to us understanding the drivers of functional diversity and richness patterns.

**Keywords:** taxonomic diversity; functional richness; Rao's quadratic entropy; climatic variables; generalized additive mixed models; macroecological patterns; diversity drivers
