Spatial non-stationarity effect of determinants regulates variation in amphibian species richness

•The factors with a higher spatial heterogeneity explain richness more effectively.•Human impacts increase the sensitivity of amphibians to environmental changes.•Climate factors act at a smaller scale than topography and anthropogenic impacts.•Neuralnetworks deepenthe understanding of ecologically consistent regions.