This file contains the basic data needed to reproduce the study, including all variables used in the models (two fragmentation and four land cover predictors; two natural landscape predictors; 10 instream habitat variables; and two taxonomic and five functional structure indicators for the fish assemblages). Description of abbreviations are provided as a metadata sheet. For a detailed description of each variable, see the main body of the manuscript and the supplementary material.