Urban Planning and Design Layout Generation Based on Artificial Intelligence

Table 1

Data explanation.

Influencing factors	Corresponding data	Data content	Class of data	Data sources	Method of obtaining
Land use function	Land use	Various functions POI	Latitude and longitude coordinates of the point	Open map API	Web crawler
		Status of land use	Latitude and longitude coordinates of each endpoint polygon	Open map API	Web crawler
City morphology	LCZ	Landsat-8 satellite remote sensing map	Raster image	The official website of the United States Geological Survey (USGS)	Download
Traffic connection	Traffic intensity	Traffic stop POI	Latitude and longitude coordinates of the point	Open map API	Web crawler
		Urban road network	The latitude and longitude coordinates of each endpoint of the line	OpenStreetMap (OSM) open-source map	Download