Forecasting Passenger Flow Distribution on Holidays for Urban Rail Transit Based on Destination Choice Behavior Analysis

Table 3

Station types’ clustering results based on the surrounding area’s land-use.

Type	Attribute	Description	Clustering results
Type 1	Residential	The station is surrounded by residential areas	Nanpu, Sanxi, Dongpu, etc. (30)
Type 2	The majority of residential area	The station is surrounded by majority of residential areas	Shiqiao, Meihuay, Xicun, etc. (25)
Type 3	Office	The station is surrounded by office areas	Haizhuguagnc, Quzhuang, etc. (20)
Type 4	The majority of office area	The station is surrounded by majority of office areas	Donghu, Ximenkou, etc. (21)
Type 5	Comprehensive	The station is surrounded by various types of land-use	Shibi, Fangcun, Shiergong, etc. (28)
Type 6	Commercial	The station is surrounded by commercial areas	Jinzhou, Jinronggaoxinqu, etc. (14)
Type 7	Scenic	The station is close to scenic spot	Diyong, Guangzhouta, etc. (14)
Type 8	Hub center	The station functions as transportation hub center	Guagnzhou South, Airport South, etc. (5)