Assessing the influence of location attributes on urban forest species composition in suburban neighbourhoods

•A posteriori hierarchical cluster analysis is used on trees in suburban neighbourhoods.•Street-tree assemblages are most distinct in terms of species composition.•Environmental and structural attributes influence urban tree diversity.•Urban forest classification techniques can inform management practices.