Journal of Jilin University(Engineering and Technology Edition) ›› 2023, Vol. 53 ›› Issue (2): 439-447.doi: 10.13229/j.cnki.jdxbgxb20210667

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Modelling on catchment area and attraction intensity of urban rail transit stations

Jing WANG1(),Feng WAN2,Chun-jiao DONG1(),Chun-fu SHAO1   

  1. 1.Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport，Beijing Jiaotong University，Beijing 100044，China
    2.Hikvision Research Institute，Hangzhou 310012，China
  • Received:2021-07-16 Online:2023-02-01 Published:2023-02-28
  • Contact: Chun-jiao DONG E-mail:20114050@bjtu.edu.cn;cjdong@bjtu.edu.cn

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Abstract:

To clarify the catchment area and attraction intensity of urban rail transit stations， models of catchment area and attraction intensity of multi-connection modes of urban rail transit stations are proposed. Based on the main connection modes of urban rail transit， the catchment area of rail transit station is divided into direct catchment area and indirect catchment area. Considering the spatial characteristics around the station， lattice distribution algorithm based on threshold and grey distance delay model are proposed respectively to study the direct and indirect catchment area. On this basis， the attraction intensity models of multi-connection modes are constructed. The results indicate that： the catchment area of direct connection mode is not a regular circle， and the direct catchment area varies from stations. The attraction intensity of direct connection mode decreases gradually along the distance. For the indirect catchment area， the catchment area of indirect connection mode varies from stations， too. With the increases of the distance from the station， the indirect attraction intensity decreases first， then increases and then decreases.

Key words: engineering of communications and transportation system, urban rail transit, catchment area, attraction intensity, lattice distribution algorithm, grey distance delay model

CLC Number: 

  • U231.4

Fig.1

Correspondence between catchment area and attraction intensity"

Fig.2

Main process of point distribution method"

Fig.3

Research framework of indirect catchment area based on GDD model"

Fig.4

Sketch map of case stations"

Fig.5

Distance and time distribution of walking connection"

Fig.6

Walking catchment area of case stations"

Fig.7

Example of spatially distribution of direct attraction intensity"

Fig.8

Fitting results of catchment area of non-motor vehicle for case stations"

Fig.9

Spatially continuous distribution of attraction intensity of non-motor vehicle"

Fig.10

Spatially continuous distribution of attraction intensity of bus"

1 Jun M J, Choi K, Jeong J E, et al. Land use characteristics of subway catchment areas and their influence on subway ridership in Seoul[J]. Journal of Transport Geography, 2015, 48: 30-40.
2 Li S Y, Lyu D J, Huang G P, et al. Spatially varying impacts of built environment factors on rail transit ridership at station level: a case study in guangzhou, china[J]. Journal of Transport Geography, 2020, 82: 102631.
3 Yang R R, Yan H, Xiong W, et al. The study of pedestrian accessibility to rail transit stations based on KLP model[J]. Procedia-Social and Behavioral Sciences, 2013, 96: 714-722.
4 申犁帆, 王烨, 张纯, 等. 轨道站点合理步行可达范围建成环境与轨道通勤的关系研究——以北京市44个轨道站点为例[J]. 地理学报, 2018, 73(12): 2423-2439.
Shen Li-fan, Wang Ye, Zhang Chun, et al. Relationship between built environment of rational pedestrian catchment areas and URT commuting ridership: evidence from 44 URT stations in Beijing[J]. Acta Geographica Sinica, 2018, 73(12): 2423-2439.
5 Eom J K, Choi J, Park M S, et al. Exploring the catchment area of an urban railway station by using transit card data: case study in seoul[J]. Cities, 2019, 95: 102364.
6 Lin D, Zhang Y, Zhu R X, et al. The analysis of catchment areas of metro stations using trajectory data generated by dockless shared bikes[J]. Sustainable Cities and Society, 2019, 49: 101598.
7 王淑伟, 孙立山, 荣建. 北京市轨道站点吸引范围研究[J]. 交通运输系统工程与信息, 2013, 13(3):183-188.
Wang Shu-wei, Sun Li-shan, Rong Jian. Catchment area analysis of beijing transit stations[J]. Journal of Transportation Systems Engineering and Information Technology, 2013, 13(3): 183-188.
8 赵丹, 邵春福, 王军利, 等. 多方式诱导下通勤出行链交通方式组合选择行为模型[J]. 吉林大学学报: 工学版, 2015, 45(6): 1763-1770.
Zhao Dan, Shao Chun-fu, Wang Jun-li, et al. Modelling combined mode choice behavior of commute trip chain under multi-modal guidance[J]. Journal of Jilin University(Engineering and Technology Edition), 2015, 45(6): 1763-1770.
9 尹超英, 邵春福, 王晓全, 等. 考虑空间异质性的建成环境对通勤方式选择的影响[J]. 吉林大学学报: 工学版, 2020, 50(2): 543-548.
Yin Chao-ying, Shao Chun-fu, Wang Xiao-quan, et al. Influence of built environment on commuting mode choice considering spatial heterogeneity[J]. Journal of Jilin University(Engineering and Technology Edition), 2020, 50(2): 543-548.
10 Wang N, Du Y C. Resident walking distance threshold of community[J]. Transport Research, 2015, 1(2): 20-24.
11 陈卓, 金凤君, 杨宇, 等. 高速公路流的距离衰减模式与空间分异特征——基于福建省高速公路收费站数据的实证研究[J]. 地理科学进展, 2018, 37(8): 1086-1095.
Chen Zhuo, Jin Feng-jun, Yang Yu, et al. Distance-decay pattern and spatial differentiation of expressway flow: an empirical study using data of expressway toll station in fujian province[J]. Progress in Geography, 2018, 37(8): 1086-1095.
12 于向军, 槐元辉, 李学飞, 等. 基于克里金和粒子群算法的装载机铲掘轨迹规划[J].吉林大学学报: 工学版, 2020, 50(2): 437-444.
Yu Xiang-jun, Huai Yuan-hui, Li Xue-fei, et al. Shoveling trajectory planning method for wheel loader based on kriging and particle swarm optimization[J].Journal of Jilin University(Engineering and Technology Edition), 2020, 50(2): 437-444.
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