Derived dataset compiled from GBIF occurrence records to support species distribution modelling (SDM) and habitat suitability mapping for the Canton of Bern (Switzerland). The target species set is based on species lists from the “Umweltziele Landwirtschaft” and “National Prioritäre Arten”. Occurrences were spatially filtered to Europe and restricted to the period 1981–2010, and coordinates were quality-checked using automated coordinate cleaning. The resulting occurrence tables were used to train SDM ensembles (GLM, GAM, Random Forest) on Europe-wide environmental predictors and to produce habitat suitability projections for Bern under multiple climate and land-use scenarios.