서울 대도시권 하루 시간대별 지하철 통행흐름 패턴과 토지이용과의 관계 = Relationship between Diurnal Patterns of Transit Ridership and Land Use in the Metropolitan Seoul Area

다국어 초록 (Multilingual Abstract)

Abstract: This study investigates the time-space characteristics of intra-urban passenger flows in the Metropolitan Seoul area. In particular, we analyze the relationships between transit rider-ship and land use through the use of the subway passenger flow data obtained from the transit transaction databases. For this purpose, the strength of each subway station, i.e., the number of total in-coming and out-going passengers at each station, in the morning, afternoon, and evening, is calculated and visualized, which reflects urban land use patterns. Then the subway stations are classified into four groups via a hierarchical analysis of the in-coming and out-going passenger flows at 353 stations. Each group appears to have characteristic properties according to the region, e.g., residential areas and central business districts. This has been confirmed by the analysis which probes explicitly the relationship between the local socio-economic variables and station groups. This analysis, disclosing the inter-relationship between the subway network and urban land use may be useful at various stages in urban as well as transportation planning, and provides analytical tools for a wide spectrum of applications ranging from impact evaluation to decision-making and planning support.

참고문헌 (Reference)

1 이금숙, "수도권 지하철망 상 통행흐름의 위상학적 구조와 토지이용의 관계" 한국경제지리학회 10 (10): 427-443, 2007

2 박종수, "서울 대도시권 지하철망의 구조적 특성 분석" 한국경제지리학회 11 (11): 459-475, 2008

3 박종수, "교통카드 트랜잭션 데이터베이스에서 통행 패턴 탐사와 통행행태의 분석" 한국경제지리학회 10 (10): 44-63, 2007

4 Park, J. S., "Using a hash-based method with transaction trimming for mining association rules" 9 (9): 813-825, 1997

5 Kitamura, R., "Traveler, destination choice behavior: effects of time of day, activity duration, and home location" 1645 : 76-81, 1998

6 Jiang, B., "Topological analysis of urban street networks" 31 : 151-162, 2004

7 De Montis, A., "The structure of interurban traffic: a weighted network analysis" 34 (34): 905-924, 2007

8 Boarnet, M., "The influence of land use on travel behavior: specification and estimation strategies" 35 : 823-845, 2001

9 이금숙, "Statistical analysis of the Metropolitan Seoul Subway System: Network structure and passenger flows" ELSEVIER SCIENCE BV 387 : 6231-6234, 2008

10 Sienkiewicz, J., "Statistical analysis of 22 public transport networks in Poland" 72 : 046127-, 2005

11 Li, Y., "Static and dynamic complexity analysis of urban public transportation network: a case in Shanghai" IEEE 6376-6379, 2007

12 Sen, P., "Small world properties of the Indian railway network" 67 : 036106-, 2003

13 이금숙, "Sleepless in Seoul: ‘The Ant and the Metrohopper’" 한국물리학회 57 (57): 823-825, 2010

14 Chowell, G., "Scaling laws for the movement of people between locations in a large city" 68 : 066102-, 2003

15 Zaki, Mohammed J., "SPADE: an efficient algorithm for mining frequent sequences" 42 (42): 31-60, 2001

16 Anas, A., "Residential Location Models and Urban Transportation, In Economic Theory, Econometrics, and Policy Analysis with Discrete Choice Models" Academic Press 1982

17 Chen, F., "Relationship analysis on station capacity and passenger flow: a case of Beijing subway line 1" 9 (9): 93-99, 2009

18 Agrawal, R., "Mining sequential patterns" 3-14, 1995

19 Pei, J., "Mining access patterns efficiently from web logs (PDF)" 2000

20 Hirschman, I., "Methodology for accessing local land use impacts of highways" 1274 : 35-40, 1990

21 이금숙, "Master equation approach to the intra-urban passenger flow and application to the Metropolitan Seoul Subway system" Institute of Physics 44 (44): 115007-, 2011

22 Alonso, W., "Location and Land Use" Harvard University Press 1964

23 Angeloudis, P., "Large subway systems as complex networks" 367 : 553-558, 2006

24 Wilson, A.G., "Land-use/transport interaction models. Past and future" 32 : 3-26, 1998

25 Giuliano, G., "Land use impacts of transportation investments: highway and transit, In The Geography of Urban Transportation" Guilford Press 305-341, 1995

26 Latora, V., "Is the Boston subway a small-world network?" 314 : 109-113, 2002

27 Shaw, S. L., "Integrated land use and transportation interaction: a temporal GIS exploratory data analysis approach" 11 : 103-115, 2003

28 Hansen, W.G., "How Accessibility Shapes Land Use" 25 : 73-76, 1959

29 Ward, J. H., "Hierarchical grouping to optimize an objective function" 58 (58): 236-244, 1963

30 Agrawal, R., "Fast algorithms for mining association rules in large databases" 478-499, 1994

31 Chen, M. S., "Efficient data mining for path traversal patterns" 10 (10): 209-221, 1998

32 Greene, W .H., "Econometric Analysis" Prentice Hal 2003

33 Chen, C., "Diurnal pattern of transit ridership: a case study of the New York City subway system" 17 : 176-186, 2009

34 Prastacos, P., "An integrated land use-transportation model for the San Francisco region: 1. Design and mathematical structure" 18A : 307-322, 1986

35 Davidson, K. B., "Accessibility in transport/land use modeling and assessment" 5 : 1401-1416, 1977

36 Geurs K. T., "Accessibility evaluation of land-use and transport strategies: review and research directions" 12 : 127-140, 2004

37 Kim, T. J., "A combined land use-transportation model when zonal travel demand is endogenously determined" 17B : 449-462, 1983