Spatiotemporal dynamics of plant diversity in response to farmers’ evolved settlements in Shanghai

•The changes in farmers’ settlements have great effects on plant species diversity.•Both indigenous and exotic species are primary portions of plant species richness.•Plant species richness shows similar spatial trends at different scales.•Farmers’ socio-economy primarily causes the difference of species richness.