Risk assessment, spatial patterns and source apportionment of soil heavy metals in a typical Chinese hickory plantation region of southeastern China

•Spatial patterns of soil heavy metals in a Chinese hickory plantations region was investigated.•The soils were contaminated by Cd and Cu.•Moran’s I and geostatistics were applied to reveal spatial variation of heavy metals in soils.•The main sources of pollution were related to mining and fertilizer application.