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Using geographically weighted regressions to explore spatial heterogeneity of land use influencing factors in Campania (Southern Italy)

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  • Punzo, Gennaro
  • Castellano, Rosalia
  • Bruno, Emma

Abstract

The progressive artificial covering of originally natural surfaces (land consumption) is a major concern of today’s societies due to the implications for the environment and the availability of land resources. This study aims to explore the local variations in the effects of the main socio-demographic, economic and institutional determinants of land consumption in Campania (southern Italy). Using data from official sources for 2020 at the municipal level, geographically weighted regression was run to address local variations through a set of coefficients as a function of spatial location. One of the main elements of novelty of this study is that it links research on land use influencing factors to such a high level of geographic detail (all 550 Campanian municipalities), while controlling for spatial non-stationarity and morphological characteristics. Understanding how the impact of the determinants varies across municipalities can help local policy makers adopt the regulatory instruments for land use management envisaged by law. The results show that the levels of land consumption are not aligned with the real demand and carrying capacity of several areas of the region, suggesting that: i) knowing the local specificities explaining land consumption is the prerequisite for preserving environmental quality and ecosystem services; ii) better quality local institutions are needed to curb unbalanced land consumption and to guide spatial planning in support of sustainable land management.

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  • Punzo, Gennaro & Castellano, Rosalia & Bruno, Emma, 2022. "Using geographically weighted regressions to explore spatial heterogeneity of land use influencing factors in Campania (Southern Italy)," Land Use Policy, Elsevier, vol. 112(C).
    • Handle: RePEc:eee:lauspo:v:112:y:2022:i:c:s0264837721005767
    DOI: 10.1016/j.landusepol.2021.105853
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    1. Gianni Guastella & Stefano Pareglio & Paolo Sckokai, 2017. "A Spatial Econometric Analysis of Land Use Efficiency in Large and Small Municipalities," Working Papers 2017.03, Fondazione Eni Enrico Mattei.
    2. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    3. Damette, Olivier & Delacote, Philippe, 2012. "On the economic factors of deforestation: What can we learn from quantile analysis?," Economic Modelling, Elsevier, vol. 29(6), pages 2427-2434.
    4. Wolfersberger, Julien & Delacote, Philippe & Garcia, Serge, 2015. "An empirical analysis of forest transition and land-use change in developing countries," Ecological Economics, Elsevier, vol. 119(C), pages 241-251.
    5. Bimonte, Salvatore & Stabile, Arsenio, 2017. "Land consumption and income in Italy: a case of inverted EKC," Ecological Economics, Elsevier, vol. 131(C), pages 36-43.
    6. Tellman, Beth & Eakin, Hallie & Janssen, Marco A. & de Alba, Felipe & Turner II, B.L., 2021. "The role of institutional entrepreneurs and informal land transactions in Mexico City’s urban expansion," World Development, Elsevier, vol. 140(C).
    7. Annamaria Nifo & Gaetano Vecchione, 2014. "Do Institutions Play a Role in Skilled Migration? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1628-1649, October.
    8. Bernardino Romano & Francesco Zullo & Alessandro Marucci & Lorena Fiorini, 2018. "Vintage Urban Planning in Italy: Land Management with the Tools of the Mid-Twentieth Century," Sustainability, MDPI, vol. 10(11), pages 1-12, November.
    9. Culas, Richard J., 2007. "Deforestation and the environmental Kuznets curve: An institutional perspective," Ecological Economics, Elsevier, vol. 61(2-3), pages 429-437, March.
    10. Colavitti, Anna Maria & Serra, Sergio, 2019. "The Role Of Regulation In The Land-Take Control. The Italian Case Of The Metropolitan City Of Cagliari," Land Use Policy, Elsevier, vol. 83(C), pages 270-281.
    11. Michael Getzner & Justin Kadi, 2020. "Determinants of land consumption in Austria and the effects of spatial planning regulations," European Planning Studies, Taylor & Francis Journals, vol. 28(6), pages 1095-1117, June.
    12. Gianni Guastella & Stefano Pareglio, 2017. "Spatial Analysis Of Urbanization Patterns: The Case Of Land Use And Population Density In The Milan Metropolitan Area," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 29(2), pages 89-102, July.
    13. Salvati, Luca & Zitti, Marco, 2008. "Regional convergence of environmental variables: Empirical evidences from land degradation," Ecological Economics, Elsevier, vol. 68(1-2), pages 162-168, December.
    14. Colsaet, Alice & Laurans, Yann & Levrel, Harold, 2018. "What drives land take and urban land expansion? A systematic review," Land Use Policy, Elsevier, vol. 79(C), pages 339-349.
    15. Esposito, Piero & Patriarca, Fabrizio & Salvati, Luca, 2018. "Tertiarization and land use change: The case of Italy," Economic Modelling, Elsevier, vol. 71(C), pages 80-86.
    16. Skonhoft, Anders & Solem, Havard, 2001. "Economic growth and land-use changes: the declining amount of wilderness land in Norway," Ecological Economics, Elsevier, vol. 37(2), pages 289-301, May.
    17. 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.
    18. Richard Aspinall & Michele Staiano, 2017. "A Conceptual Model for Land System Dynamics as a Coupled Human–Environment System," Land, MDPI, vol. 6(4), pages 1-9, November.
    19. Yee Leung & Chang-Lin Mei & Wen-Xiu Zhang, 2000. "Statistical Tests for Spatial Nonstationarity Based on the Geographically Weighted Regression Model," Environment and Planning A, , vol. 32(1), pages 9-32, January.
    20. Barbier, Edward B. & Tesfaw, Anteneh, 2015. "Explaining forest transitions: The role of governance," Ecological Economics, Elsevier, vol. 119(C), pages 252-261.
    21. A. Stewart Fotheringham & Martin Charlton & Chris Brunsdon, 1997. "Measuring Spatial Variations in Relationships with Geographically Weighted Regression," Advances in Spatial Science, in: Manfred M. Fischer & Arthur Getis (ed.), Recent Developments in Spatial Analysis, chapter 4, pages 60-82, Springer.
    22. Turner, B. L. II & Meyfroidt, Patrick & Kuemmerle, Tobias & Müller, Daniel & Chowdhury, Rinku Roy, 2020. "Framing the search for a theory of land use," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 15(4), pages 489-508.
    23. Shu, Cheng & Xie, Hualin & Jiang, Jinfa & Chen, Qianru, 2018. "Is Urban Land Development Driven by Economic Development or Fiscal Revenue Stimuli in China?," Land Use Policy, Elsevier, vol. 77(C), pages 107-115.
    24. Miriam A. Golden & Lucio Picci, 2005. "Proposal For A New Measure Of Corruption, Illustrated With Italian Data," Economics and Politics, Wiley Blackwell, vol. 17(1), pages 37-75, March.
    25. Pagliacci, Francesco, 2019. "Agri-food activities in jeopardy—A territorial analysis of risks from natural hazards," Land Use Policy, Elsevier, vol. 87(C).
    26. Handavu, Ferdinand & Chirwa, Paxie W.C. & Syampungani, Stephen, 2019. "Socio-economic factors influencing land-use and land-cover changes in the miombo woodlands of the Copperbelt province in Zambia," Forest Policy and Economics, Elsevier, vol. 100(C), pages 75-94.
    27. Galinato, Gregmar I. & Galinato, Suzette P., 2013. "The short-run and long-run effects of corruption control and political stability on forest cover," Ecological Economics, Elsevier, vol. 89(C), pages 153-161.
    28. Xiangzheng Deng & Jikun Huang & Scott Rozelle & Emi Uchida, 2010. "Economic Growth and the Expansion of Urban Land in China," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 813-843, April.
    29. Templeton, Scott R. & Scherr, Sara J., 1999. "Effects of Demographic and Related Microeconomic Change on Land Quality in Hills and Mountains of Developing Countries," World Development, Elsevier, vol. 27(6), pages 903-918, June.
    30. Randelli, Filippo & Martellozzo, Federico, 2019. "Is rural tourism-induced built-up growth a threat for the sustainability of rural areas? The case study of Tuscany," Land Use Policy, Elsevier, vol. 86(C), pages 387-398.
    31. Manfred M. Fischer & Arthur Getis (ed.), 1997. "Recent Developments in Spatial Analysis," Advances in Spatial Science, Springer, number 978-3-662-03499-6, Fall.
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