Figure 3

Spatial distribution of rural settlements of 2019 versus environmental factors: (a) the result of kernel density (KD) analysis, (b) villages and elevation, (c) villages and rivers, (d) villages and roads, (e) cultivated land resources, (f) city radiation effect. Note: All these maps were created by authors using ArcGIS 10.2.