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Von Thunen Revisited? An Econometric Analysis of Metropolitan Expansion and Land-Use Change in Greece

Author

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  • Pavel Cudlin

    (CzechGlobe, Czech Academy of Science)

  • Alessandro Muolo

    (Gran Sasso Science Institute)

  • Kostas Rontos

    (Aegean University, University Hill)

  • Luca Salvati

    (Territory and Finance (MEMOTEF), Faculty of Economics, Sapienza University of Rome)

Abstract

With settlement morphology increasingly tied with socioeconomic change in contemporary urban systems, the present study introduces an original statistical approach to analyze metropolitan growth as a result of the intrinsic transformations in the respective spatial structure and productive functions. The analysis specifically evaluates territorial transformations over a thirty-year time interval using land-use parcels as fundamental analysis’ unit and Multi-scale Geographically Weighted Regressions (MGWRs) as the statistical technique applied to metropolitan Athens, Greece—a densely populated region facing intensified human pressure along the fringe. To investigate spatial direction and model the intensity of settlement expansion vis à vis landscape change, we run local regressions with parcel area and fractal index as dependent variables separately for 1990 and 2018 on three aggregate land-use classes (urbanized, agricultural, forest/natural). Elevation, distance from selected economic nodes, infrastructures and services, distance from the city center and business district, as well as the economic status of the territory surrounding each parcel, were taken as predictors of both dependent variables. In a strictly mono-centric setting, parcel area exhibited linear dependence on the distance from city centers; a progressive departure from this relationship intensified with economic and non-economic drivers indicating urban sprawl. This approach—integrating economic and ecological dimensions of landscape analysis—helps elucidate the underlying mechanisms of metropolitan expansion within dynamic spatial equilibriums and concentric land-use models à la Von Thunen. Ultimately, the study presents new perspectives on the factors behind metropolitan growth, highlighting the need for socio-demographic and planning policies oriented toward sustainability and regional competitiveness. Supplementary materials accompanying this paper appear on-line.

Suggested Citation

  • Pavel Cudlin & Alessandro Muolo & Kostas Rontos & Luca Salvati, 2025. "Von Thunen Revisited? An Econometric Analysis of Metropolitan Expansion and Land-Use Change in Greece," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 30(2), pages 491-516, June.
    • Handle: RePEc:spr:jagbes:v:30:y:2025:i:2:d:10.1007_s13253-025-00675-9
    DOI: 10.1007/s13253-025-00675-9
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    1. Mariateresa Ciommi & Francesco M. Chelli & Margherita Carlucci & Luca Salvati, 2018. "Urban Growth and Demographic Dynamics in Southern Europe: Toward a New Statistical Approach to Regional Science," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
    2. Alex Anas & Richard Arnott & Kenneth A. Small, 1998. "Urban Spatial Structure," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1426-1464, September.
    3. Bertinelli, Luisito & Black, Duncan, 2004. "Urbanization and growth," Journal of Urban Economics, Elsevier, vol. 56(1), pages 80-96, July.
    4. Hualou Long & Yingnan Zhang & Li Ma & Shuangshuang Tu, 2021. "Land Use Transitions: Progress, Challenges and Prospects," Land, MDPI, vol. 10(9), pages 1-20, August.
    5. Hans Thor Andersen & Lasse Møller-Jensen & Sten Engelstoft, 2011. "The End of Urbanization? Towards a New Urban Concept or Rethinking Urbanization," European Planning Studies, Taylor & Francis Journals, vol. 19(4), pages 595-611, April.
    6. Fujita, Masahisa & Mori, Tomoya, 1997. "Structural stability and evolution of urban systems," Regional Science and Urban Economics, Elsevier, vol. 27(4-5), pages 399-442, August.
    7. Gao, Xin & Zhang, Anlu & Sun, Zhanli, 2020. "How regional economic integration influence on urban land use efficiency？ A case study of Wuhan metropolitan area, China," Land Use Policy, Elsevier, vol. 90(C).
    8. Rafael Gonz�lez-Val & Jose Olmo, 2015. "Growth in a Cross-section of Cities: Location, Increasing Returns or Random Growth?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(2), pages 230-261, June.
    9. Allen J. Scott, 2008. "Resurgent Metropolis: Economy, Society and Urbanization in an Interconnected World," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 32(3), pages 548-564, September.
    10. Coisnon, Thomas & Oueslati, Walid & Salanié, Julien, 2014. "Urban sprawl occurrence under spatially varying agricultural amenities," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 38-49.
    11. Mariateresa Ciommi & Francesco M. Chelli & Luca Salvati, 2019. "Integrating parametric and non-parametric multivariate analysis of urban growth and commuting patterns in a European metropolitan area," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 957-979, March.
    12. Vittorio Gargiulo Morelli & Kostas Rontos & Luca Salvati, 2014. "Between suburbanisation and re-urbanisation: revisiting the urban life cycle in a Mediterranean compact city," Urban Research & Practice, Taylor & Francis Journals, vol. 7(1), pages 74-88, January.
    13. Anping Chen & Mark D. Partridge, 2013. "When are Cities Engines of Growth in China? Spread and Backwash Effects across the Urban Hierarchy," Regional Studies, Taylor & Francis Journals, vol. 47(8), pages 1313-1331, September.
    14. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2008. "The Geographic Diversity of U.S. Nonmetropolitan Growth Dynamics: A Geographically Weighted Regression Approach," Land Economics, University of Wisconsin Press, vol. 84(2), pages 241-266.
    15. Thomas Coisnon & Walid Oueslati & Julien Salanié, 2012. "Urban sprawl occurrence under spatially varying agricultural bid-rent and amenities," Working Papers halshs-00748681, HAL.
    16. Luca Salvati & Vittorio Gargiulo Morelli, 2014. "Unveiling Urban Sprawl in the Mediterranean Region: Towards a Latent Urban Transformation?," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 38(6), pages 1935-1953, November.
    17. Salvati, Luca & Sateriano, Adele & Grigoriadis, Efstathios & Carlucci, Margherita, 2017. "New wine in old bottles: The (changing) socioeconomic attributes of sprawl during building boom and stagnation," Ecological Economics, Elsevier, vol. 131(C), pages 361-372.
    18. Peter Hall, 1997. "The Future of the Metropolis and its Form," Regional Studies, Taylor & Francis Journals, vol. 31(3), pages 211-220.
    19. Ma, Wenqiu & Jiang, Guanghui & Chen, Yunhao & Qu, Yanbo & Zhou, Tao & Li, Wenqing, 2020. "How feasible is regional integration for reconciling land use conflicts across the urban–rural interface? Evidence from Beijing–Tianjin–Hebei metropolitan region in China," Land Use Policy, Elsevier, vol. 92(C).
    20. Rosanna Salvia & Pere Serra & Ilaria Zambon & Massimo Cecchini & Luca Salvati, 2018. "In-Between Sprawl and Neo-Rurality: Sparse Settlements and the Evolution of Socio-Demographic Local Context in a Mediterranean Region," Sustainability, MDPI, vol. 10(10), pages 1-14, October.
    21. Kobe Boussauw & Tijs Neutens & Frank Witlox, 2012. "Relationship between Spatial Proximity and Travel-to-Work Distance: The Effect of the Compact City," Regional Studies, Taylor & Francis Journals, vol. 46(6), pages 687-706, September.
    22. Sallustio, Lorenzo & Pettenella, Davide & Merlini, Paolo & Romano, Raoul & Salvati, Luca & Marchetti, Marco & Corona, Piermaria, 2018. "Assessing the economic marginality of agricultural lands in Italy to support land use planning," Land Use Policy, Elsevier, vol. 76(C), pages 526-534.
    23. Ferrara, Carlotta & Carlucci, Margherita & Grigoriadis, Efstathios & Corona, Piermaria & Salvati, Luca, 2017. "A comprehensive insight into the geography of forest cover in Italy: Exploring the importance of socioeconomic local contexts," Forest Policy and Economics, Elsevier, vol. 75(C), pages 12-22.
    24. Rosanna Salvia & Valentina Quaranta & Adele Sateriano & Giovanni Quaranta, 2022. "Land Resource Depletion, Regional Disparities, and the Claim for a Renewed ‘Sustainability Thinking’ under Early Desertification Conditions," Resources, MDPI, vol. 11(3), pages 1-14, March.
    25. Andrea Colantoni & Efstathios Grigoriadis & Adele Sateriano & Efthymia Sarantakou & Luca Salvati, 2017. "Back to Von Thunen: a Southern European perspective on mono-centric urban growth, economic structure and non-urban land decline," International Planning Studies, Taylor & Francis Journals, vol. 22(3), pages 173-188, July.
    26. Kallis, Giorgos, 2010. "Coevolution in water resource development: The vicious cycle of water supply and demand in Athens, Greece," Ecological Economics, Elsevier, vol. 69(4), pages 796-809, February.
    27. Jan K. Brueckner, 2000. "Urban Sprawl: Diagnosis and Remedies," International Regional Science Review, , vol. 23(2), pages 160-171, April.
    28. John B. Parr, 2014. "The Regional Economy, Spatial Structure and Regional Urban Systems," Regional Studies, Taylor & Francis Journals, vol. 48(12), pages 1926-1938, December.
    29. Luca Salvati & Margherita Carlucci, 2016. "Patterns of Sprawl: The Socioeconomic and Territorial Profile of Dispersed Urban Areas in Italy," Regional Studies, Taylor & Francis Journals, vol. 50(8), pages 1346-1359, August.
    30. Velaga, Nagendra R. & Beecroft, Mark & Nelson, John D. & Corsar, David & Edwards, Peter, 2012. "Transport poverty meets the digital divide: accessibility and connectivity in rural communities," Journal of Transport Geography, Elsevier, vol. 21(C), pages 102-112.
    31. A. Stewart Fotheringham & Wenbai Yang & Wei Kang, 2017. "Multiscale Geographically Weighted Regression (MGWR)," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 107(6), pages 1247-1265, November.
    32. A. Stewart Fotheringham & Michael Batty & Paul A. Longley, 1989. "Diffusion‐Limited Aggregation And The Fractal Nature Of Urban Growth," Papers in Regional Science, Wiley Blackwell, vol. 67(1), pages 55-69, January.
    33. Coulson, N. Edward & Liu, Crocker H. & Villupuram, Sriram V., 2013. "Urban economic base as a catalyst for movements in real estate prices," Regional Science and Urban Economics, Elsevier, vol. 43(6), pages 1023-1040.
    34. Giuseppe R. Lamonica & Maria C. Recchioni & Francesco M. Chelli & Luca Salvati, 2020. "The efficiency of the cross-entropy method when estimating the technical coefficients of input–output tables," Spatial Economic Analysis, Taylor & Francis Journals, vol. 15(1), pages 62-91, January.
    35. Egidi, Gianluca & Mosconi, Enrico Maria & Turco, Rosario & Salvati, Luca, 2023. "Functions follow structures? The long-term evolution of economic dynamics, social transformations, and landscape morphology in a Mediterranean metropolis," Land Use Policy, Elsevier, vol. 129(C).
    36. Zambon, Ilaria & Benedetti, Anna & Ferrara, Carlotta & Salvati, Luca, 2018. "Soil Matters? A Multivariate Analysis of Socioeconomic Constraints to Urban Expansion in Mediterranean Europe," Ecological Economics, Elsevier, vol. 146(C), pages 173-183.
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