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Using Individual GPS Trajectories to Explore Foodscape Exposure: A Case Study in Beijing Metropolitan Area

Author

Listed:
  • Qiujun Wei

    (Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210023, China)

  • Jiangfeng She

    (Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210023, China)

  • Shuhua Zhang

    (Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210023, China)

  • Jinsong Ma

    (Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210023, China)

Abstract

With the growing interest in studying the characteristics of people’s access to the food environment and its influence upon individual health, there has been a focus on assessing individual food exposure based on GPS trajectories. However, existing studies have largely focused on the overall activity space using short-period trajectories, which ignores the complexity of human movements and the heterogeneity of the spaces that are experienced by the individual over daily life schedules. In this study, we propose a novel framework to extract the exposure areas consisting of the localized activity spaces around daily life centers and non-motorized commuting routes from long-term GPS trajectories. The newly proposed framework is individual-specific and can incorporate the internal heterogeneity of individual activities (spatial extent, stay duration, and timing) in different places as well as the dynamics of the context. A pilot study of the GeoLife dataset suggests that there are significant variations in the magnitude as well as the composition of the food environment in different parts of the individual exposure area, and residential environment is not representative of the overall foodscape exposure.

Suggested Citation

  • Qiujun Wei & Jiangfeng She & Shuhua Zhang & Jinsong Ma, 2018. "Using Individual GPS Trajectories to Explore Foodscape Exposure: A Case Study in Beijing Metropolitan Area," IJERPH, MDPI, vol. 15(3), pages 1-20, February.
    • Handle: RePEc:gam:jijerp:v:15:y:2018:i:3:p:405-:d:133587
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    References listed on IDEAS

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    1. Shearer, Cindy & Rainham, Daniel & Blanchard, Chris & Dummer, Trevor & Lyons, Renee & Kirk, Sara, 2015. "Measuring food availability and accessibility among adolescents: Moving beyond the neighbourhood boundary," Social Science & Medicine, Elsevier, vol. 133(C), pages 322-330.
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    4. Chen, X. & Kwan, M.-P., 2015. "Contextual uncertainties, human mobility, and perceived food environment: The uncertain geographic context problem in food access research," American Journal of Public Health, American Public Health Association, vol. 105(9), pages 1734-1737.
    5. Sharp, Gregory & Denney, Justin T. & Kimbro, Rachel T., 2015. "Multiple contexts of exposure: Activity spaces, residential neighborhoods, and self-rated health," Social Science & Medicine, Elsevier, vol. 146(C), pages 204-213.
    6. Berke, E.M. & Koepsell, T.D. & Moudon, A.V. & Hoskins, R.E. & Larson, E.B., 2007. "Association of the built environment with physical activity and obesity in older persons," American Journal of Public Health, American Public Health Association, vol. 97(3), pages 486-492.
    7. Anders K. Lyseen & Henning S. Hansen & Henrik Harder & Anders S. Jensen & Bent E. Mikkelsen, 2015. "Defining Neighbourhoods as a Measure of Exposure to the Food Environment," IJERPH, MDPI, vol. 12(7), pages 1-22, July.
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    Cited by:

    1. Yiming Tan & Mei-Po Kwan & Zifeng Chen, 2020. "Examining Ethnic Exposure through the Perspective of the Neighborhood Effect Averaging Problem: A Case Study of Xining, China," IJERPH, MDPI, vol. 17(8), pages 1-17, April.
    2. Mark P.C. Cherrie & Niamh K. Shortt & Catharine Ward Thompson & Ian J. Deary & Jamie R. Pearce, 2019. "Association Between the Activity Space Exposure to Parks in Childhood and Adolescence and Cognitive Aging in Later Life," IJERPH, MDPI, vol. 16(4), pages 1-13, February.
    3. Joreintje D. Mackenbach & Marielle A. Beenackers & J. Mark Noordzij & Joost Oude Groeniger & Jeroen Lakerveld & Frank J. van Lenthe, 2019. "The Moderating Role of Self-Control and Financial Strain in the Relation between Exposure to the Food Environment and Obesity: The GLOBE Study," IJERPH, MDPI, vol. 16(4), pages 1-12, February.
    4. Katarzyna Sila-Nowicka & A. Stewart Fotheringham & Urška Demšar, 2023. "Activity triangles: a new approach to measure activity spaces," Journal of Geographical Systems, Springer, vol. 25(4), pages 489-517, October.

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