Disentangling the effects of land use and geo-climatic factors on diversity in European freshwater ecosystems

•Diversity in eleven organism groups across five aquatic ecosystems was quantified.•Land use alone explained little variation in aquatic biodiversity.•Geo-climatic (natural) descriptors explained significantly more variation.•Land use interacted strongly with natural descriptors.•Natural descriptor's effects were not driven by spatial gradients.