Abstract
In this paper we propose a new approach to model regional travel demand with a four-step model. Based on a comprehensive travel survey results for the Małopolska region in Poland (over 3mln inhabitants) we analysed the demand model with specific focus on regional trips. As a result, we introduce a modified model structure where long-distance trips are exposed. We breakdown the demand to four demand strata of various destination types to improve regional demand model quality. Such decomposition allows better representation of regional travel demand as compared to the classical four-step approach.
Keywords
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Börjesson, M.: Forecasting demand for high speed rail. Transp. Res. Part A: Policy Pract. 70, 81–92 (2014)
Joksimovic, D., van Grol, R.: New generation of Dutch national and regional models-an overview of theory and practice. In: European Transport Conference (2012)
He, S.Y., Giuliano, G.: School choice: understanding the trade-off between travel distance and school quality. Transportation 44, 1–24 (2017)
Cascetta, E., Pagliara, F., Papola, A.: Alternative approaches to trip distribution modelling: a retrospective review and suggestions for combining different approaches. Reg. Sci. 86(4), 597–620 (2007)
Stepniak, M., Rosik, P.: Accessibility improvement, territorial cohesion and spillovers: a multidimensional evaluation of two motorway sections in Poland. J. Transp. Geogr. 31, 154–163 (2013)
McNally, M.G.: The four-step model. In: Hensher, D.A., Button, K.J. (eds.) Handbook of Transport Modelling, 2nd edn, pp. 35–53. Emerald Group Publishing Limited (2007)
De Grange, L., Ibeas, A., González, F.: A hierarchical gravity model with spatial correlation: mathematical formulation and parameter estimation. Netw. Spatial Econ. 11(3), 439–463 (2011)
Cascetta, E., Papola, A.: A trip distribution model involving spatial and dominance attributes. Comput. - Aided Civil Infrastruct. Eng. 23(2), 116–124 (2008)
Ermagun, A., Fan, Y., Wolfson, J., Adomavicius, G., Das, K.: Real-time trip purpose prediction using online location-based search and discovery services. Transp. Res. Part C. Emerg. Technol. 77, 96–112 (2017)
Acknowledgements
This paper was developed within R&D project RID2A “Trip modelling and forecasting using different modes of transport” financed by The National Centre for Research and Development and National Roads and Motorway Administration in Poland.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Kucharski, R., Kulpa, T., Mielczarek, J., Drabicki, A. (2019). Method to Decompose Regional Travel Demand Model - Case Study of Kraków Region. In: Macioszek, E., Sierpiński, G. (eds) Directions of Development of Transport Networks and Traffic Engineering. TSTP 2018. Lecture Notes in Networks and Systems, vol 51. Springer, Cham. https://doi.org/10.1007/978-3-319-98615-9_10
Download citation
DOI: https://doi.org/10.1007/978-3-319-98615-9_10
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-98614-2
Online ISBN: 978-3-319-98615-9
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)