IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v112y2022ics0264837721005767.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837721005767
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.landusepol.2021.105853?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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).
    3. 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.
    4. 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.
    5. Culas, Richard J., 2007. "Deforestation and the environmental Kuznets curve: An institutional perspective," Ecological Economics, Elsevier, vol. 61(2-3), pages 429-437, March.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Barbier, Edward B. & Tesfaw, Anteneh, 2015. "Explaining forest transitions: The role of governance," Ecological Economics, Elsevier, vol. 119(C), pages 252-261.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. Pagliacci, Francesco, 2019. "Agri-food activities in jeopardy—A territorial analysis of risks from natural hazards," Land Use Policy, Elsevier, vol. 87(C).
    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, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xinyu Wang & Xinzhi Yao & Huamei Shao & Tian Bai & Yaqiong Xu & Guohang Tian & Albert Fekete & László Kollányi, 2023. "Land Use Quality Assessment and Exploration of the Driving Forces Based on Location: A Case Study in Luohe City, China," Land, MDPI, vol. 12(1), pages 1-17, January.
    2. Maria Carmela Aprile & Gennaro Punzo, 2023. "Young People and Nature: What Drives Underlying Behavioural Intentions towards Protected Areas Conservation?," Sustainability, MDPI, vol. 15(15), pages 1-27, August.
    3. Yiming Wei & Hongwei Wang & Mengqi Xue & Yucong Yin & Tiantian Qian & Fangrui Yu, 2022. "Spatial and Temporal Evolution of Land Use and the Response of Habitat Quality in Wusu, China," IJERPH, MDPI, vol. 20(1), pages 1-21, December.
    4. Wang, Liye & Zhang, Siyu & Xiong, Qiangqiang & Liu, Yu & Liu, Yanfang & Liu, Yaolin, 2022. "Spatiotemporal dynamics of cropland expansion and its driving factors in the Yangtze River Economic Belt: A nuanced analysis at the county scale," Land Use Policy, Elsevier, vol. 119(C).
    5. Yin Dong & Baishu Guo & Dawei He & Xiaoli Liao & Zhengyu Zhang & Xueqin Wu, 2022. "Industrial Transformation and Urban Economic Efficiency Evolution: An Empirical Study of the Yangtze River Economic Belt," IJERPH, MDPI, vol. 19(7), pages 1-19, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gennaro Punzo & Rosalia Castellano & Emma Bruno, 2021. "The determinants of land use in Italy from a spatial perspective: a re-interpretation at the time of covid-19," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 75(2), pages 72-82, April-Jun.
    2. 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.
    3. Wehkamp, Johanna & Koch, Nicolas & Lübbers, Sebastian & Fuss, Sabine, 2018. "Governance and deforestation — a meta-analysis in economics," Ecological Economics, Elsevier, vol. 144(C), pages 214-227.
    4. Sohag, Kazi & Gainetdinova, Anna & Mariev, Oleg, 2023. "Economic growth, institutional quality and deforestation: Evidence from Russia," Forest Policy and Economics, Elsevier, vol. 150(C).
    5. Ge, Xiaodong & Li, Yaoguang & Luloff, Albert E. & Dong, Kaikai & Xiao, Jun, 2015. "Effect of agricultural economic growth on sandy desertification in Horqin Sandy Land," Ecological Economics, Elsevier, vol. 119(C), pages 53-63.
    6. Pontarollo, Nicola & Serpieri, Carolina, 2020. "Testing the Environmental Kuznets Curve hypothesis on land use: The case of Romania," Land Use Policy, Elsevier, vol. 97(C).
    7. Ajanaku, B.A. & Collins, A.R., 2021. "Economic growth and deforestation in African countries: Is the environmental Kuznets curve hypothesis applicable?," Forest Policy and Economics, Elsevier, vol. 129(C).
    8. Ajanaku, Bolarinwa & Collins, Alan R., 2020. "Economic growth and deforestation in developing countries: Is the Environmental Kuznets Curve Hypothesis Still Applicable? Evidence from a Panel of Selected African Countries," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304271, Agricultural and Applied Economics Association.
    9. Pablo-Romero, María P. & Sánchez-Braza, Antonio & Gil-Pérez, Jesús, 2023. "Is deforestation needed for growth? Testing the EKC hypothesis for Latin America," Forest Policy and Economics, Elsevier, vol. 148(C).
    10. Wu, Changyan & Huang, Xianjin & Chen, Bowen, 2020. "Telecoupling mechanism of urban land expansion based on transportation accessibility: A case study of transitional Yangtze River economic Belt, China," Land Use Policy, Elsevier, vol. 96(C).
    11. Afawubo, Komivi & Noglo, Yawo Agbényégan, 2019. "Remittances and deforestation in developing countries: Is institutional quality paramount?," Research in Economics, Elsevier, vol. 73(4), pages 304-320.
    12. Miryam S. Merk & Philipp Otto, 2022. "Estimation of the spatial weighting matrix for regular lattice data—An adaptive lasso approach with cross‐sectional resampling," Environmetrics, John Wiley & Sons, Ltd., vol. 33(1), February.
    13. Caravaggio, Nicola, 2020. "A global empirical re-assessment of the Environmental Kuznets curve for deforestation," Forest Policy and Economics, Elsevier, vol. 119(C).
    14. Caravaggio, Nicola, 2020. "Economic growth and the forest development path: A theoretical re-assessment of the environmental Kuznets curve for deforestation," Forest Policy and Economics, Elsevier, vol. 118(C).
    15. Pengrui Wang & Chen Zeng & Yan Song & Long Guo & Wenping Liu & Wenting Zhang, 2021. "The Spatial Effect of Administrative Division on Land-Use Intensity," Land, MDPI, vol. 10(5), pages 1-18, May.
    16. Elisa Toledo & Wilman Santiago Ochoa-Moreno & Rafael Alvarado & Lizeth Cuesta & Muntasir Murshed & Abdul Rehman, 2022. "Forest Area: Old and New Factors That Affect Its Dynamics," Sustainability, MDPI, vol. 14(7), pages 1-17, March.
    17. Leblois, Antoine & Damette, Olivier & Wolfersberger, Julien, 2017. "What has Driven Deforestation in Developing Countries Since the 2000s? Evidence from New Remote-Sensing Data," World Development, Elsevier, vol. 92(C), pages 82-102.
    18. Indarto, Jarot & Mutaqin, Dadang J., 2016. "An overview of theoretical and empirical studies on deforestation," MPRA Paper 70178, University Library of Munich, Germany.
    19. Barbier, Edward B. & Tesfaw, Anteneh, 2015. "Explaining forest transitions: The role of governance," Ecological Economics, Elsevier, vol. 119(C), pages 252-261.
    20. Nguyen, Canh Phuc & Nguyen, Binh Quang, 2023. "Environmental foe or friend: The influence of the shadow economy on forest land," Land Use Policy, Elsevier, vol. 124(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:lauspo:v:112:y:2022:i:c:s0264837721005767. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.