Spatial pattern of urban functional landscapes along an urban–rural gradient: A case study in Xiamen City, China

•Urban functional landscapes were defined based on land use data produced from Pleiades images.•Urban functional zones along the urban–rural gradient revealed a typical spatial pattern of urban spatial expansion.•Each zone exhibited distinctive spatial characteristics of urban functional landscapes and population density.•The population density has a significant spatial correlation with the urban functional landscape.