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Betting against mono-centrism? The impact of economic crisis on city vertical profiles in metropolitan Athens, Greece

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Abstract

The present study investigates the inherent transition from compact to sprawled morphologies in European cities, focusing on metropolitan Athens, Greece. Using building permits’ data from 1981 to 2020, the research examines long-term and short-term changes in the vertical profile of central and peripheral settlements in Athens, controlling for the impact of socioeconomic factors and territorial backgrounds. The empirical findings reveal that Athens’ growth followed a classical mono-centric model for several decades, while experiencing a significant transformation in settlement structure and dynamics since the early 2010s, as an indirect effect of the great recession. The study highlights the crucial role of specific territorial factors, rooted in economic and socio-demographic origins, in shaping this process of urban transformation.

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References

  • Alonso, A., Monzón, A., & Cascajo, R. (2018). Measuring negative synergies of urban sprawl and economic crisis over public transport efficiency: The case of Spain. International Regional Science Review, 41(5), 540–576.

    Article  Google Scholar 

  • Andong, R. F., & Sajor, E. (2017). Urban sprawl, public transport, and increasing CO2 emissions: The case of Metro Manila, Philippines. Environment, Development and Sustainability, 19, 99–123.

    Article  Google Scholar 

  • Bajocco, S., Ceccarelli, T., Smiraglia, D., Salvati, L., & Ricotta, C. (2016). Modeling the ecological niche of long-term land use changes: The role of biophysical factors. Ecological Indicators, 60, 231–236.

    Article  Google Scholar 

  • Batchis, W. (2010). Urban sprawl and the constitution: Educational inequality as an impetus to low density living. The Urban Lawyer, 42, 95–133.

    Google Scholar 

  • Bento-Gonçalves, A., & Vieira, A. (2020). Wildfires in the wildland-urban interface: Key concepts and evaluation methodologies. Science of the Total Environment, 707, 135592.

    Article  Google Scholar 

  • Camagni, R. (2017). On the concept of territorial competitiveness: Sound or misleading? In R. Capello (Ed.), Seminal studies in regional and urban economics (pp. 93–113). Springer.

    Chapter  Google Scholar 

  • Carlucci, M., Chelli, F. M., & Salvati, L. (2018). Toward a new cycle: Short-term population dynamics, gentrification, and re-urbanization of Milan (Italy). Sustainability, 10(9), 3014.

    Article  Google Scholar 

  • Carlucci, M., Grigoriadis, E., Rontos, K., & Salvati, L. (2017). Revisiting a hegemonic concept: Long-term ‘Mediterranean Urbanization’ in between city re-polarization and metropolitan decline. Appl. Spat. Anal., 10, 347–362.

    Google Scholar 

  • chAs-AMil, M. L., TouzA, J., & García-Martínez, E. (2013). Forest fires in the wildland–urban interface: a spatial analysis of forest fragmentation and human impacts. Applied Geography, 43, 127–137.

    Article  Google Scholar 

  • Cheng, Z., & Hu, X. (2023). The effects of urbanization and urban sprawl on CO2 emissions in China. Environment, Development and Sustainability, 25(2), 1792–1808.

    Article  Google Scholar 

  • Christensen, R. (1991). Linear models for multivariate, time series, and spatial data (Vol. 1). Springer-Verlag.

    Book  Google Scholar 

  • Christodoulou, C., & Lada, S. (2017). Urban design in the neoliberal era: Reflecting on the Greek case. Journal of Urban Design, 22(2), 144–146.

    Article  Google Scholar 

  • Ciommi, M., Chelli, F. M., & Salvati, L. (2019). Integrating parametric and non-parametric multivariate analysis of urban growth and commuting patterns in a European Metropolitan area. Quality & Quantity, 53, 957–979.

    Article  Google Scholar 

  • Cuadrado-Roura, J. R., Martin, R., & Rodríguez-Pose, A. (2016). The economic crisis in Europe: Urban and regional consequences. Cambridge Journal of Regions, Economy and Society, 9(1), 3–11.

    Article  Google Scholar 

  • De Rosa, S., & Salvati, L. (2016). Beyond a ‘side street story’? Naples from spontaneous centrality to entropic polycentricism, towards a ‘crisis city.’ Cities, 51, 74–83.

    Article  Google Scholar 

  • Delladetsima, P. M. (2006). The emerging property development pattern in Greece and its impact on spatial development. European Urban and Regional Studies, 13(3), 245–278.

    Article  Google Scholar 

  • Di Feliciantonio, C., Salvati, L., Sarantakou, E., & Rontos, K. (2018). Class diversification, economic growth and urban sprawl: Evidences from a pre-crisis European city. Quality & Quantity, 52, 1501–1522.

    Article  Google Scholar 

  • Díaz-Pacheco, J., & García-Palomares, J. C. (2014). Urban sprawl in the Mediterranean urban regions in Europe and the crisis effect on the urban land development: Madrid as study case. Urban Studies Research, 2014, 1–13.

    Article  Google Scholar 

  • Frenkel, A., & Israel, E. (2018). Spatial inequality in the context of city-suburb cleavages–Enlarging the framework of well-being and social inequality. Landscape and Urban Planning, 177, 328–339.

    Article  Google Scholar 

  • Gallent, N., & Robinson, S. (2011). Local perspectives on rural housing affordability and implications for the localism agenda in England. Journal of Rural Studies, 27(3), 297–307.

    Article  Google Scholar 

  • García-Coll, A., & López-Villanueva, C. (2018). The impact of economic crisis in areas of sprawl in Spanish cities. Urban Science, 2(4), 113.

    Article  Google Scholar 

  • García-Palomares, J. C., Gutiérrez, J., & Mínguez, C. (2015). Identification of tourist hot spots based on social networks: A comparative analysis of European metropolises using photo-sharing services and GIS. Applied Geography, 63, 408–417.

    Article  Google Scholar 

  • Giannakis, E., & Bruggeman, A. (2017). Economic crisis and regional resilience: Evidence from Greece. Papers in Regional Science, 96(3), 451–476.

    Article  Google Scholar 

  • Giannakis, E., & Bruggeman, A. (2020). Regional disparities in economic resilience in the European Union across the urban–rural divide. Regional Studies, 54(9), 1200–1213.

    Article  Google Scholar 

  • Gil-Alonso, F., López-Villanueva, C., Bayona-i-Carrasco, J., & Pujadas, I. (2021). Towards an even more Spatially Diversified city? New Metropolitan population trends in the Post-economic crisis Period. Urban Science, 5(2), 41.

    Article  Google Scholar 

  • Glaeser, E. L., Kahn, M. E., & Rappaport, J. (2008). Why do the poor live in cities? The role of public transportation. Journal of Urban Economics, 63(1), 1–24.

    Article  Google Scholar 

  • Gospodini, A. (2009). Post-industrial trajectories of Mediterranean European cities: The case of post-Olympics Athens. Urban Studies, 46(5–6), 1157–1186.

    Article  Google Scholar 

  • Hadjimichalis, C. (2011). Uneven geographical development and socio-spatial justice and solidarity: European regions after the 2009 financial crisis. European Urban and Regional Studies, 18(3), 254–274.

    Article  Google Scholar 

  • Haghshenas, H., & Vaziri, M. (2012). Urban sustainable transportation indicators for global comparison. Ecological Indicators, 15(1), 115–121.

    Article  Google Scholar 

  • Hall, P. G., & Pain, K. (Eds.). (2006). The polycentric metropolis: Learning from mega-city regions in Europe. Routledge.

    Google Scholar 

  • Hellenic Statistical Authority Greek Statistical Authority (ELSTAT). Available online. Retrieved June 8, 2023 from, https://www.statistics.gr/en/home/

  • Janin Rivolin, U. (2017). Global crisis and the systems of spatial governance and planning: A European comparison. European Planning Studies, 25(6), 994–1012.

    Article  Google Scholar 

  • Kahn, M. E. (2009). Urban growth and climate change. Annual Review of Resource Economics, 1, 333–350.

    Article  Google Scholar 

  • Kane, K., York, A. M., Tuccillo, J., Gentile, L. E., & Ouyang, Y. (2014). Residential development during the Great Recession: A shifting focus in Phoenix, Arizona. Urban Geography, 35, 486–507.

    Article  Google Scholar 

  • Lagarias, A., Zacharakis, I., & Stratigea, A. (2022). Assessing the coastal vs hinterland divide by use of multitemporal data: Case study in Corinthia, Greece. European Journal of Geography, 13(2), 1–26.

    Article  Google Scholar 

  • Lamphar, H. (2020). Spatio-temporal association of light pollution and urban sprawl using remote sensing imagery and GIS: A simple method based in Otsu’s algorithm. Journal of Quantitative Spectroscopy and Radiative Transfer, 251, 107060. https://doi.org/10.1016/j.jqsrt.2020.107060

    Article  Google Scholar 

  • Leontidou, L. (1990). The Mediterranean city in transition: Social change and urban development. Cambridge University Press.

    Book  Google Scholar 

  • Lestegás, I. (2019). Lisbon after the crisis: From credit‐fuelled suburbanization to tourist‐driven gentrification. International Journal of Urban and Regional Research, 43(4), 705–723.

    Article  Google Scholar 

  • Mariani, L., Parisi, S. G., Cola, G., Lafortezza, R., Colangelo, G., & Sanesi, G. (2016). Climatological analysis of the mitigating effect of vegetation on the urban heat Island of Milan, Italy. Science of the Total Environment, 569–570, 762–773.

    Article  Google Scholar 

  • Martellozzo, F., Amato, F., Murgante, B., & Clarke, K. C. (2018). Modelling the impact of urban growth on agriculture and natural land in Italy to 2030. Applied Geography, 91, 156–167.

    Article  Google Scholar 

  • Meijers, E. J., Burger, M. J., & Hoogerbrugge, M. M. (2016). Borrowing size in networks of cities: City size, network connectivity and metropolitan functions in Europe. Papers in Regional Science, 95(1), 181–198.

    Article  Google Scholar 

  • Moschovou, T., & Tyrinopoulos, Y. (2018). Exploring the effects of economic crisis in road transport: The case of Greece. International Journal of Transportation Science and Technology, 7(4), 264–273.

    Article  Google Scholar 

  • Munoz, F. (2003). Lock living: Urban sprawl in mediterranean cities. Cities, 20, 381–385. https://doi.org/10.1016/j.cities.2003.08.003

    Article  Google Scholar 

  • Nazarnia, N., Schwick, C., & Jaeger, J. A. G. (2016). Accelerated urban sprawl in Montreal, Quebec City, and Zurich: Investigating the differences using time series 1951–2011. Ecological Indicators, 60, 1229–1251. https://doi.org/10.1016/j.ecolind.2015.09.020

    Article  Google Scholar 

  • Nijman, J., & Wei, Y. D. (2020). Urban inequalities in the 21st century economy. Applied Geography, 117, 102188.

    Article  Google Scholar 

  • Oueslati, W., Alvanides, S., & Garrod, G. (2015). Determinants of urban sprawl in European cities. Urban Studies, 52(9), 1594–1614.

    Article  Google Scholar 

  • Pili, S., Grigoriadis, E., Carlucci, M., Clemente, M., & Salvati, L. (2017). Towards sustainable growth? A multi-criteria assessment of (changing) urban forms. Ecological Indicators, 76, 71–80.

    Article  Google Scholar 

  • Punzo, G., Castellano, R., & Bruno, E. (2022). Exploring land use determinants in Italian municipalities: Comparison of spatial econometric models. Environmental and Ecological Statistics, 29(4), 727–753.

    Article  Google Scholar 

  • Reinsel, G. C. (2003). Elements of multivariate time series analysis. Springer.

    Google Scholar 

  • Rodrigues, M. I., Ferreira, F. A., & Ferreira, N. C. (2023). Constructing smarter and more sustainable urban ecosystems: a dynamic analysis of challenges and initiatives. Annals of Operations Research. https://doi.org/10.1007/s10479-023-05406-2

    Article  Google Scholar 

  • Rodrigues, M., & Franco, M. (2020). Measuring the urban sustainable development in cities through a Composite Index: The case of Portugal. Sustainable Development, 28(4), 507–520.

    Article  Google Scholar 

  • Rontos, K., Grigoriadis, E., Sateriano, A., Syrmali, M., Vavouras, I., & Salvati, L. (2016). Lost in protest, found in segregation: Divided cities in the light of the 2015 “Oxi” referendum in Greece. City, Culture & Society, 2016(7), 139–148.

    Article  Google Scholar 

  • Ruiz-Luna, A., & Berlanga-Robles, C. A. (2003). Land use, land cover changes and coastal lagoon surface reduction associated with urban growth in Northwest Mexico. Landscape Ecology, 18, 159–171.

    Article  Google Scholar 

  • Salvati, L. (2018). Population growth and the economic crisis: Understanding latent patterns of change in Greece, 2002–2016. Letters in Spatial and Resource Sciences, 11(2), 105–126.

    Article  Google Scholar 

  • Salvati, L., Ferrara, A., & Chelli, F. (2018a). Long-term growth and metropolitan spatial structures: An analysis of factors influencing urban patch size under different economic cycles. Geografisk Tidsskrift-Danish Journal of Geography, 118, 56–71.

    Article  Google Scholar 

  • Salvati, L., & Ranalli, F. (2015). ‘Land of fires’: Urban growth, economic crisis, and forest fires in Attica, Greece. Geographical Research, 53(1), 68–80.

    Article  Google Scholar 

  • Salvati, L., Sateriano, A., & Grigoriadis, E. (2016). Crisis and the city: Profiling urban growth under economic expansion and stagnation. Letters in Spatial and Resource Sciences, 9(3), 329–342.

    Article  Google Scholar 

  • Salvati, L., & Serra, P. (2016). Estimating rapidity of change in complex urban systems: A multidimensional, local-scale approach. Geographical Analysis, 48, 132–156. https://doi.org/10.1111/gean.12093

    Article  Google Scholar 

  • Salvati, L., Zambon, I., Chelli, F. M., & Serra, P. (2018b). Do spatial patterns of urbanization and land consumption reflect different socioeconomic contexts in Europe? Science of the Total Environment, 625, 722–730.

    Article  Google Scholar 

  • Salvati, L., Zitti, M., & Sateriano, A. (2013). Changes in city vertical profile as an indicator of sprawl: Evidence from a Mediterranean urban region. Habitat International, 38, 119–125. https://doi.org/10.1016/j.habitatint.2012.05.006

    Article  Google Scholar 

  • Schindelbeck, R. R., van Es, H. M., Abawi, G. S., Wolfe, D. W., Whitlow, T. L., Gugino, B. K., Idowu, O. J., & Moebius-Clune, B. N. (2008). comprehensive assessment of soil quality for landscape and urban management. Landscape and Urban Planning, 88, 73–80.

    Article  Google Scholar 

  • Serra, P., Vera, A., Tulla, A. F., & Salvati, L. (2014). Beyond urban-rural dichotomy: Exploring socioeconomic and land-use processes of change in Spain (1991–2011). Applied Geography, 55, 71–81. https://doi.org/10.1016/j.apgeog.2014.09.005

    Article  Google Scholar 

  • Soja, E. (2010). Spatializing the urban, Part I. City, 14(6), 629–635.

    Article  Google Scholar 

  • Taltavull de La Paz, P., & Gabrielli, L. (2015). Housing supply and price reactions: A comparison approach to Spanish and Italian markets. Housing Studies, 30(7), 1036–1063.

    Article  Google Scholar 

  • Taşan-Kok, T., Özogul, S., & Legarza, A. (2021). After the crisis is before the crisis: Reading property market shifts through Amsterdam’s changing landscape of property investors. European Urban and Regional Studies, 28(4), 375–394.

    Article  Google Scholar 

  • Tomao, A., Quaranta, G., Salvia, R., Vinci, S., & Salvati, L. (2021). Revisiting the ‘southern mood’? Post-crisis Mediterranean urbanities between economic downturns and land-use change. Land Use Policy, 111, 105740.

    Article  Google Scholar 

  • Tsay, R. S. (2013). Multivariate time series analysis: With R and financial applications. Wiley.

    Google Scholar 

  • Wang, Y., & Monzon, A. (2016). Economic crisis and its influences on the interaction between land use and transport in Madrid Region. Transportation Research Procedia, 18, 100–107.

    Article  Google Scholar 

  • Wei, W. W. (2018). Multivariate time series analysis and applications. Wiley.

    Google Scholar 

  • Wei, Y. D., & Ewing, R. (2018). Urban expansion, sprawl and inequality. Landscape and Urban Planning, 177, 259–265.

    Article  Google Scholar 

  • Woestenburg, A. K., van der Krabben, E., & Spit, T. J. (2018). Land policy discretion in times of economic downturn: How local authorities adapt to a new reality. Land Use Policy, 77, 801–810.

    Article  Google Scholar 

  • Zambon, I., Benedetti, A., Ferrara, C., & Salvati, L. (2018). Soil matters? A multivariate analysis of socioeconomic constraints to urban expansion in Mediterranean Europe. Ecological Economics, 146, 173–183.

    Article  Google Scholar 

  • Zambon, I., Colantoni, A., & Salvati, L. (2019). Horizontal vs vertical growth: Understanding latent patterns of urban expansion in large Metropolitan regions. Science of the Total Environment, 654, 778–785. https://doi.org/10.1016/j.scitotenv.2018.11.182

    Article  Google Scholar 

  • Zambon, I., Serra, P., Sauri, D., Carlucci, M., & Salvati, L. (2017). Beyond the ‘Mediterranean city’: Socioeconomic disparities and urban sprawl in three Southern European cities. Geografiska Annaler: Series B, Human Geography, 99(3), 319–337.

    Article  Google Scholar 

  • Zhang, W., Li, W., Zhang, C., Hanink, D. M., Liu, Y., & Zhai, R. (2018). Analyzing horizontal and vertical urban expansions in three East Asian megacities with the SS-CoMCRF model. Landscape and Urban Planning, 177, 114–127. https://doi.org/10.1016/j.landurbplan.2018.04.010

    Article  Google Scholar 

  • Zhang, W., Li, W., Zhang, C., & Ouimet, W. B. (2017). Detecting horizontal and vertical urban growth from medium resolution imagery and its relationships with major socioeconomic factors. International Journal of Remote Sensing, 38, 3704–3734. https://doi.org/10.1080/01431161.2017.1302113

    Article  Google Scholar 

  • Zitti, M., Ferrara, C., Perini, L., Carlucci, M., & Salvati, L. (2015). Long-term urban growth and land use efficiency in Southern Europe: Implications for sustainable land management. Sustainability, 7, 3359–3385. https://doi.org/10.3390/su7033359

    Article  Google Scholar 

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Appendix

Appendix

See Fig. 6.

Fig. 6
figure 6

Mantel autocorrelation profile (left: multivariate periodogram; right: scalogram) of the time series derived from selected PCA by lag

See Tables 6,

Table 6 Non-parametric Spearman pair-wise correlation coefficients between the average number of floors (authorised in the respective building permit) in each municipality of metropolitan Athens and contextual variables*
Table 7 Biplot of a principal component analysis reducing the m-dimensionality of redundant time series (see Table 1 for acronyms)

7, and

Table 8 Autocorrelation coefficients of (first and second order) time series derived from PCA by lag

8.

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Bruno, E., Castellano, R., Punzo, G. et al. Betting against mono-centrism? The impact of economic crisis on city vertical profiles in metropolitan Athens, Greece. Ann Oper Res (2024). https://doi.org/10.1007/s10479-024-05956-z

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