SPATIAL ANALYSIS OF SUBWAY PASSENGER TRAFFIC IN SAINT PETERSBURG

Пространственный анализ пассажиропотока метрополитена Санкт-Петербурга
A.Yu. Romanchikov, Татьяна Игоревна Балтыжакова
2021-03-31

Voronoi diagramssocial gravitation potentialspatial analysissubway passenger traffictransport accessibility zones
The purpose of the paper is to create clear visualization of passenger traffic for Saint Petersburg subway system. This visualization can be used to better understand the passenger flow and to make more informed decisions in future planning. Research was based on officially published information about passenger traffic on subway station for years 2016 and 2018. Visualization was created with the variety of methods and software: Voronoi diagrams (QGIS software), social gravitation potential (R programming language), presentation of gravitation potential as a relief (Blender software), service zones of ground transport accessibility (2GIS, QGIS and Mapbox mapping platform). In this research, authors propose the use of intersection between the service zones and social gravitation potential isolines as an instrument for spatial analysis of traffic data. Analysis shown that current development of subway system does not correspond to passenger distribution. All stations were classified according to their accessibility and propositions about future directions of development were made.
1
All subway stations were classified according to accessibility, supporting recommendations for future directions of subway-system development.
2
Analysis of officially published 2016 and 2018 data indicates that subway-system development does not correspond to observed passenger distribution.
3
It introduces intersections between ground-transport service zones and social gravitation-potential isolines as a tool for spatial analysis of passenger traffic.
4
The study develops multi-method visualizations of Saint Petersburg subway passenger traffic using Voronoi diagrams, social gravitation potential, relief models, and transport-accessibility service zones.

Saint Petersburg subway passenger traffic and station system

Spatial distribution, accessibility, and alignment of passenger flows with subway system development

Publication Details
Publication Date
2021-03-31
Journal
Publisher
ISSN
Cited by
10
Access Type
Author Information
Authors
A.Yu. Romanchikov
Татьяна Игоревна Балтыжакова
Explore further
Open the scid.ai AI chat with a ready-made request: it will find papers on a similar topic and help build a literature review.
Find similar papers in the chat
Make a presentation
100%