Skip to main content

Method to Decompose Regional Travel Demand Model - Case Study of Kraków Region

  • Conference paper
  • First Online:
Directions of Development of Transport Networks and Traffic Engineering (TSTP 2018)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 51))

  • 263 Accesses

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Börjesson, M.: Forecasting demand for high speed rail. Transp. Res. Part A: Policy Pract. 70, 81–92 (2014)

    Google Scholar 

  2. Joksimovic, D., van Grol, R.: New generation of Dutch national and regional models-an overview of theory and practice. In: European Transport Conference (2012)

    Google Scholar 

  3. He, S.Y., Giuliano, G.: School choice: understanding the trade-off between travel distance and school quality. Transportation 44, 1–24 (2017)

    Article  Google Scholar 

  4. 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)

    Article  Google Scholar 

  5. 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)

    Article  Google Scholar 

  6. 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)

    Google Scholar 

  7. 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)

    Article  MathSciNet  Google Scholar 

  8. Cascetta, E., Papola, A.: A trip distribution model involving spatial and dominance attributes. Comput. - Aided Civil Infrastruct. Eng. 23(2), 116–124 (2008)

    Article  Google Scholar 

  9. 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)

    Article  Google Scholar 

Download references

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

Authors

Corresponding author

Correspondence to Rafał Kucharski .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

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

Publish with us

Policies and ethics