Fig. 3: Topographical characteristics of the geographical environment in Yansui defense district.

a Elevation distribution map showing altitude variations across the Yansui defense district; b Aspect analysis map illustrating slope orientation and directional characteristics throughout the region; c Slope gradient analysis map depicting terrain steepness; d River network map displaying the distribution and connectivity of rivers and waterways within the district.