IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i5p1933-d327978.html
   My bibliography  Save this article

ESDA (Exploratory Spatial Data Analysis) of Vegetation Cover in Urban Areas—Recognition of Vulnerabilities for the Management of Resources in Urban Green Infrastructure

Author

Listed:
  • Ana Clara M. Moura

    (Architecture School, Geoprocessing Laboratory, Federal University of Minas Gerais, Belo Horizonte, MG 30130-141, Brazil)

  • Bráulio M. Fonseca

    (IGC, Post-Graduate Program in Analysis and Modeling of Environmental Systems, Federal University of Minas Gerais, Belo Horizonte, MG 31270-901, Brazil)

Abstract

From the mapping of urban vegetation cover by high-resolution orthoimages, using IR band and NDVI classification (Normalized Difference Vegetation Index), added to three-dimensional representation obtained by LiDAR capture (Light Detection and Ranging), the volumetric values of vegetal cover are obtained as a base to construct spatial analysis in the district of Pampulha, in Belo Horizonte, investigating the role it plays in the neighborhood. The article aims to analyze the relationship between vegetation cover, income distribution and population density, as a support to urban environmental quality management. It applies Exploratory Spatial Data Analysis (ESDA) to identify the presence of clusters and patterns of spatial distribution and to examine spatial autocorrelation. The results confirm the concentration of vegetation cover in areas of high income and lower population density but the main contribution of the study is the use of a method to analyze the spatial behavior of this distribution. Calculating Moran global index and local index (LISA), these spatial combinations are mainly used to identify transformation pressures, which may result in the definition of priorities for public actions and the construction of proposals for parameterization of vegetation cover to support plans related to green infrastructure in urban areas.

Suggested Citation

  • Ana Clara M. Moura & Bráulio M. Fonseca, 2020. "ESDA (Exploratory Spatial Data Analysis) of Vegetation Cover in Urban Areas—Recognition of Vulnerabilities for the Management of Resources in Urban Green Infrastructure," Sustainability, MDPI, vol. 12(5), pages 1-22, March.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:5:p:1933-:d:327978
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/5/1933/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/5/1933/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bernard Fingleton (ed.), 2003. "European Regional Growth," Advances in Spatial Science, Springer, number 978-3-662-07136-6.
    2. Fatih Celebioglu & Sandy Dall’erba, 2010. "Spatial disparities across the regions of Turkey: an exploratory spatial data analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(2), pages 379-400, October.
    3. Cem Ertur & Julie Gallo, 2003. "An Exploratory Spatial Data Analysis of European Regional Disparities, 1980–1995," Advances in Spatial Science, in: Bernard Fingleton (ed.), European Regional Growth, chapter 2, pages 55-97, Springer.
    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. Rui Zhang & Yong Ma & Jie Ren, 2022. "Green Development Performance Evaluation Based on Dual Perspectives of Level and Efficiency: A Case Study of the Yangtze River Economic Belt, China," IJERPH, MDPI, vol. 19(15), pages 1-24, July.
    2. Rongtian Zhang & Xiaolin Zhang, 2022. "Spatial–Temporal Differentiation and the Driving Mechanism of Rural Transformation Development in the Yangtze River Economic Belt," Sustainability, MDPI, vol. 14(5), pages 1-16, February.

    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. Rodríguez-Pose, Andrés & Tselios, Vassilis & Winkler, Deborah & Farole, Thomas, 2013. "Geography and the Determinants of Firm Exports in Indonesia," World Development, Elsevier, vol. 44(C), pages 225-240.
    2. Stella Karoulia & Eleni Gaki, 2013. "The impact of economic crisis on Greek regions and the importance of regional resilience," ERSA conference papers ersa13p1015, European Regional Science Association.
    3. Friso Schlitte & Tiiu Paas, 2008. "Regional Income Inequality and Convergence Processes in the EU-25," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2008(Suppl. 2), pages 29-49.
    4. Yannis PSYCHARIS & Antonis ROVOLIS & Vassilis TSELIOS & Panayotis PANTAZIS, 2014. "Economic Crisis And Regional Development In Greece," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 39, pages 67-85.
    5. Rodríguez-Pose, Andrés & Tselios, Vassilis, 2007. "Analysis of Educational Distribution in Europe: Educational Attainment and Inequality Within Regions," Papers DYNREG08, Economic and Social Research Institute (ESRI).
    6. Roberto Patuelli & Norbert Schanne & Daniel A. Griffith & Peter Nijkamp, 2012. "Persistence Of Regional Unemployment: Application Of A Spatial Filtering Approach To Local Labor Markets In Germany," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 300-323, May.
    7. Roberto Patuelli & Norbert Schanne & Daniel A. Griffith & Peter Nijkamp, 2012. "Persistence Of Regional Unemployment: Application Of A Spatial Filtering Approach To Local Labor Markets In Germany," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 300-323, May.
    8. Nicola Cortinovis & Frank Oort, 2015. "Variety, economic growth and knowledge intensity of European regions: a spatial panel analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 7-32, October.
    9. Matías Mayor & Roberto Patuelli, 2012. "Short-Run Regional Forecasts: Spatial Models through Varying Cross-Sectional and Temporal Dimensions," Advances in Spatial Science, in: Esteban Fernández Vázquez & Fernando Rubiera Morollón (ed.), Defining the Spatial Scale in Modern Regional Analysis, edition 127, chapter 0, pages 173-192, Springer.
    10. Vassilis Tselios & Demetris Stathakis, 2020. "Exploring regional and urban clusters and patterns in Europe using satellite observed lighting," Environment and Planning B, , vol. 47(4), pages 553-568, May.
    11. Debarsy, Nicolas & Yang, Zhenlin, 2018. "Editorial for the special issue entitled: New advances in spatial econometrics: Interactions matter," Regional Science and Urban Economics, Elsevier, vol. 72(C), pages 1-5.
    12. Maria ABREU & Henri L.F. DE GROOT & Raymond J.G.M. FLORAX, 2005. "Space And Growth: A Survey Of Empirical Evidence And Methods," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 21, pages 13-44.
    13. George Petrakos & Andrés Rodríguez-Pose & Antonis Rovolis, 2005. "Growth, Integration, and Regional Disparities in the European Union," Environment and Planning A, , vol. 37(10), pages 1837-1855, October.
    14. Maria Abreu & Henri L.F. de Groot & Raymond J.G.M. Florax, 2004. "Space and Growth," Tinbergen Institute Discussion Papers 04-129/3, Tinbergen Institute.
    15. Melanie Rapino & Benjamin Spaulding & Dean M. Hanink, 2006. "Have Per Capita Earnings and Income Converged across New England?," Growth and Change, Wiley Blackwell, vol. 37(4), pages 620-637, December.
    16. Ertan Oktay & Giray Gozgor, 2013. "Trade And Regional Development In A Developing Country: The Case Of Turkey," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 25(3), pages 201-212, November.
    17. Burhan Can Karahasan & Firat Bilgel, 2018. "Economic Geography, Growth Dynamics and Human Capital Accumulation in Turkey: Evidence from Regional and Micro Data," Working Papers 1233, Economic Research Forum, revised 10 Oct 2018.
    18. Alessandro STERLACCHINI, 2006. "Innovation, Knowledge and Regional Economic Performances: Regularities and Differences in the EU," Working Papers 260, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    19. Eveline Van Leeuwen & Sandy Dall'erba, 2000. "Does Agricultural Employment Benefit From EU Support?," Regional and Urban Modeling 283600099, EcoMod.
    20. Nijkamp, P. & Abreu, M., 2009. "Regional development theory," Serie Research Memoranda 0029, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.

    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:gam:jsusta:v:12:y:2020:i:5:p:1933-:d:327978. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.