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Network-based spatial interpolation of commuting trajectories: application of a university commuting management project in Kyoto, Japan

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  • Hanaoka, Kazumasa
  • Nakaya, Tomoki
  • Yano, Keiji
  • Inoue, Shigeru

Abstract

This study presents an application of network-based spatial interpolation of student commuting trajectories from a series of origin–destination trip datasets. In particular, we incorporated multimodal public transportation networks, including bus networks, to estimate the student commuting routes. The student samples for this study were collected from an online travel diary survey conducted by Ritsumeikan University in Kyoto, Japan. The ArcGIS Network Analyst was used to construct spatial network datasets and reconstruct trajectories from the origin–destination trip dataset. In addition, line densities of estimated trajectories were calculated and displayed on maps for geovisualization. These maps helped us understand the precise locations of congestion and spatial patterns of student commuting, unlike linear representations of people’s movements that connect origins and destinations. Our study also showed that estimated trajectories can simulate quantitative impacts on travel time by promoting walking or the use of public transportation.

Suggested Citation

  • Hanaoka, Kazumasa & Nakaya, Tomoki & Yano, Keiji & Inoue, Shigeru, 2014. "Network-based spatial interpolation of commuting trajectories: application of a university commuting management project in Kyoto, Japan," Journal of Transport Geography, Elsevier, vol. 34(C), pages 274-281.
    • Handle: RePEc:eee:jotrge:v:34:y:2014:i:c:p:274-281
    DOI: 10.1016/j.jtrangeo.2013.09.006
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    References listed on IDEAS

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    1. Ipek Sener & Naveen Eluru & Chandra Bhat, 2009. "An analysis of bicycle route choice preferences in Texas, US," Transportation, Springer, vol. 36(5), pages 511-539, September.
    2. Macharis, Cathy & Pekin, Ethem, 2009. "Assessing policy measures for the stimulation of intermodal transport: a GIS-based policy analysis," Journal of Transport Geography, Elsevier, vol. 17(6), pages 500-508.
    3. Shannon, Tya & Giles-Corti, Billie & Pikora, Terri & Bulsara, Max & Shilton, Trevor & Bull, Fiona, 2006. "Active commuting in a university setting: Assessing commuting habits and potential for modal change," Transport Policy, Elsevier, vol. 13(3), pages 240-253, May.
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    Cited by:

    1. Polina Lemenkova & Olivier Debeir, 2023. "Quantitative Morphometric 3D Terrain Analysis of Japan Using Scripts of GMT and R," Land, MDPI, vol. 12(1), pages 1-29, January.

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