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A data-driven approach to analyse the co-evolution of urban systems through a resilience lens: A Helsinki case study

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  • Ylenia Casali
  • Nazli Yonca Aydin
  • Tina Comes

Abstract

Urban areas are dynamic systems, in which different infrastructural, social and economic subsystems continuously co-evolve. As such, disruptions in one system can propagate to another. However, open challenges remain in (i) assessing the long-term implications of change for resilience and (ii) understanding how resilience propagates throughout urban systems over time. Despite the increasing reliance on data in smart cities, few studies empirically investigate long-term urban co-evolution using data-driven methods, leading to a gap in urban resilience assessments. This paper presents an approach that combines Getis-ord Gi* statistical and correlation analyses to investigate how cities recover from crises and adapt by analysing how the spatial patterns of urban characteristics and their relationships changed over time. We illustrate our approach through a study on Helsinki’s road infrastructure, socioeconomic system and built-up area from 1991 to 2016, a period marked by a major socioeconomic crisis. By analysing this case study, we provide insights into the co-evolution over more than two decades, thereby addressing the lack of longitudinal studies on urban resilience.

Suggested Citation

  • Ylenia Casali & Nazli Yonca Aydin & Tina Comes, 2024. "A data-driven approach to analyse the co-evolution of urban systems through a resilience lens: A Helsinki case study," Environment and Planning B, , vol. 51(9), pages 2074-2091, November.
    • Handle: RePEc:sae:envirb:v:51:y:2024:i:9:p:2074-2091
    DOI: 10.1177/23998083241235246
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    References listed on IDEAS

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    1. Maija Tiitu & Petter Naess & Mika Ristimäki, 2021. "The urban density in two Nordic capitals – comparing the development of Oslo and Helsinki metropolitan regions," European Planning Studies, Taylor & Francis Journals, vol. 29(6), pages 1092-1112, June.
    2. Kasraian, Dena & Raghav, Shivani & Miller, Eric J., 2020. "A multi-decade longitudinal analysis of transportation and land use co-evolution in the Greater Toronto-Hamilton Area," Journal of Transport Geography, Elsevier, vol. 84(C).
    3. Kaisa Granqvist & Sauli Sarjamo & Raine Mäntysalo, 2019. "Polycentricity as spatial imaginary: the case of Helsinki City Plan," European Planning Studies, Taylor & Francis Journals, vol. 27(4), pages 739-758, April.
    4. David Levinson, 2008. "Density and dispersion: the co-development of land use and rail in London," Journal of Economic Geography, Oxford University Press, vol. 8(1), pages 55-77, January.
    5. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    6. Marc Barthélemy & Alessandro Flammini, 2009. "Co-evolution of Density and Topology in a Simple Model of City Formation," Networks and Spatial Economics, Springer, vol. 9(3), pages 401-425, September.
    7. Stephan Leixnering & Markus Höllerer, 2022. "‘Remaining the same or becoming another?’ Adaptive resilience versus transformative urban change," Urban Studies, Urban Studies Journal Limited, vol. 59(6), pages 1300-1310, May.
    8. Boyeong Hong & Bartosz J. Bonczak & Arpit Gupta & Constantine E. Kontokosta, 2021. "Measuring inequality in community resilience to natural disasters using large-scale mobility data," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    9. Lindsey Jones & Mark A. Constas & Nathanial Matthews & Simone Verkaart, 2021. "Advancing resilience measurement," Nature Sustainability, Nature, vol. 4(4), pages 288-289, April.
    10. Janka Lengyel & Seraphim Alvanides & Jan Friedrich, 2023. "Modelling the interdependence of spatial scales in urban systems," Environment and Planning B, , vol. 50(1), pages 182-197, January.
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