IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2109.10832.html
   My bibliography  Save this paper

Circular City Index: An Open Data analysis to assess the urban circularity preparedness of cities to address the green transition -- A study on the Italian municipalities

Author

Listed:
  • Alessio Muscillo
  • Simona Re
  • Sergio Gambacorta
  • Giuseppe Ferrara
  • Nicola Tagliafierro
  • Emiliano Borello
  • Alessandro Rubino
  • Angelo Facchini

Abstract

We present a circularity transition index based on open data principles and circularity of energy, material, and information. The aim of the Circular City Index is to provide data and a succinct measurement of the attributes related to municipalities performances that can support the definition of green policies at national and local level. We have identified a set of key performance indicators, defined at municipality level, measuring factors that, directly and indirectly, could influence circularity and green transition, with a focus on the green new deal vision embraced by the European Union. The CCI is tested on a open dataset that collects data covering 100% of the Italian municipalities (7,904). Our results show that the computation of the CCI on a large sample leads to a normal distribution of the index, suggesting disparities both under the territorial point of view and under the point of view of city size. Results provide useful information to practitioner, policy maker and experts from academia alike, to define effective tools able to underpin a careful planning of investments supported by the national recovery and resilience plan recently issued by the Italian government. This may be particularly useful to enhance enabling factors of the green transition that may differ across territories, helping policymakers to promote a smooth and fair transition by fostering the preparedness of municipalities in addressing the challenge.

Suggested Citation

  • Alessio Muscillo & Simona Re & Sergio Gambacorta & Giuseppe Ferrara & Nicola Tagliafierro & Emiliano Borello & Alessandro Rubino & Angelo Facchini, 2021. "Circular City Index: An Open Data analysis to assess the urban circularity preparedness of cities to address the green transition -- A study on the Italian municipalities," Papers 2109.10832, arXiv.org.
  • Handle: RePEc:arx:papers:2109.10832
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2109.10832
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ogenis Brilhante & Jannes Klaas, 2018. "Green City Concept and a Method to Measure Green City Performance over Time Applied to Fifty Cities Globally: Influence of GDP, Population Size and Energy Efficiency," Sustainability, MDPI, vol. 10(6), pages 1-23, June.
    2. Facchini, Angelo & Kennedy, Chris & Stewart, Iain & Mele, Renata, 2017. "The energy metabolism of megacities," Applied Energy, Elsevier, vol. 186(P2), pages 86-95.
    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. Kartik Kapoor & Nikhil Sayi Amydala & Anubhav Ambooken & Anne Scheinberg, 2023. "Measuring Circularity in Cities: A Review of the Scholarly and Grey Literature in Search of Evidence-Based, Measurable and Actionable Indicators," Sustainability, MDPI, vol. 15(19), pages 1-26, September.
    2. Ginevra Balletto & Mara Ladu & Federico Camerin & Emilio Ghiani & Jacopo Torriti, 2022. "More Circular City in the Energy and Ecological Transition: A Methodological Approach to Sustainable Urban Regeneration," Sustainability, MDPI, vol. 14(22), pages 1-18, November.

    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. Muscillo, Alessio & Re, Simona & Gambacorta, Sergio & Ferrara, Giuseppe & Tagliafierro, Nicola & Borello, Emiliano & Rubino, Alessandro & Facchini, Angelo, 2023. "An open data index to assess the green transition - A study on all Italian municipalities," Ecological Economics, Elsevier, vol. 212(C).
    2. Andreea Orîndaru & Mihaela Constantinescu & Claudia-Elena Țuclea & Ștefan-Claudiu Căescu & Margareta Stela Florescu & Ionel Dumitru, 2020. "Rurbanization—Making the City Greener: Young Citizen Implication and Future Actions," Sustainability, MDPI, vol. 12(17), pages 1-20, September.
    3. Biao Hu & Kai Yuan & Tingyun Niu & Liang Zhang & Yuqiong Guan, 2022. "Study on the Spatial and Temporal Evolution Patterns of Green Innovation Efficiency and Driving Factors in Three Major Urban Agglomerations in China—Based on the Perspective of Economic Geography," Sustainability, MDPI, vol. 14(15), pages 1-28, July.
    4. Mariusz Czupich & Justyna Łapińska & Vojtěch Bartoš, 2022. "Environmental Sustainability Assessment of the European Union’s Capital Cities," IJERPH, MDPI, vol. 19(7), pages 1-18, April.
    5. Ram, Manish & Gulagi, Ashish & Aghahosseini, Arman & Bogdanov, Dmitrii & Breyer, Christian, 2022. "Energy transition in megacities towards 100% renewable energy: A case for Delhi," Renewable Energy, Elsevier, vol. 195(C), pages 578-589.
    6. Yves Bettignies & Joao Meirelles & Gabriela Fernandez & Franziska Meinherz & Paul Hoekman & Philippe Bouillard & Aristide Athanassiadis, 2019. "The Scale-Dependent Behaviour of Cities: A Cross-Cities Multiscale Driver Analysis of Urban Energy Use," Sustainability, MDPI, vol. 11(12), pages 1-20, June.
    7. Mohammadi, Neda & Taylor, John E., 2017. "Urban energy flux: Spatiotemporal fluctuations of building energy consumption and human mobility-driven prediction," Applied Energy, Elsevier, vol. 195(C), pages 810-818.
    8. Liu, Xiuli & Guo, Pibin & Yue, Xiaohang & Qi, Xiaoyan & Guo, Shufeng & Zhou, Xijun, 2021. "Measuring metabolic efficiency of the Beijing–Tianjin–Hebei urban agglomeration: A slacks-based measures method," Resources Policy, Elsevier, vol. 70(C).
    9. Molinos-Senante, María & Sala-Garrido, Ramón, 2017. "Energy intensity of treating drinking water: Understanding the influence of factors," Applied Energy, Elsevier, vol. 202(C), pages 275-281.
    10. Louise Guibrunet & Araceli Sánchez Jiménez, 2023. "The current and potential role of urban metabolism studies to analyze the role of food in urban sustainability," Journal of Industrial Ecology, Yale University, vol. 27(1), pages 196-209, February.
    11. Collaço, Flávia Mendes de Almeida & Dias, Luís Pereira & Simoes, Sofia G. & Pukšec, Tomislav & Seixas, Júlia & Bermann, Célio, 2019. "What if São Paulo (Brazil) would like to become a renewable and endogenous energy -based megacity?," Renewable Energy, Elsevier, vol. 138(C), pages 416-433.
    12. Andreas Ch. Hadjichambis & Demetra Paraskeva-Hadjichambi & Eleni Sinakou & Anastasia Adamou & Yiannis Georgiou, 2022. "Green Cities for Environmental Citizenship: A Systematic Literature Review of Empirical Research from 31 Green Cities of the World," Sustainability, MDPI, vol. 14(23), pages 1-30, December.
    13. Weiping Tang & Zhengjia Niu & Zili Wei & Liandong Zhu, 2022. "Sustainable Development of Eco-Cities: A Bibliometric Review," Sustainability, MDPI, vol. 14(17), pages 1-19, August.
    14. Mohammad Taleghani & Azadeh Montazami & Daniela Perrotti, 2020. "Learning to Chill: The Role of Design Schools and Professional Training to Improve Urban Climate and Urban Metabolism," Energies, MDPI, vol. 13(9), pages 1-14, May.
    15. Saša Stjepanoviæ & Daniel Tomiæ & Marinko Škare, 2022. "A new database on Green GDP; 1970–2019: a framework for assessing the green economy," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 949-975, December.
    16. Hui-Ju Wang, 2022. "Antecedents of behavioral intentions for green city tourists," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(1), pages 377-398, January.
    17. Chew, Alvin Wei Ze & Law, Adrian Wing-Keung, 2018. "DRFM hybrid model to optimize energy performance of pre-treatment depth filters in desalination facilities," Applied Energy, Elsevier, vol. 220(C), pages 576-597.
    18. Zhanna Mingaleva & Natalia Vukovic & Irina Volkova & Tatiana Salimova, 2019. "Waste Management in Green and Smart Cities: A Case Study of Russia," Sustainability, MDPI, vol. 12(1), pages 1-17, December.
    19. Tasnuva Mahjabin & Susana Garcia & Caitlin Grady & Alfonso Mejia, 2018. "Large cities get more for less: Water footprint efficiency across the US," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-17, August.
    20. Voulis, Nina & Warnier, Martijn & Brazier, Frances M.T., 2018. "Understanding spatio-temporal electricity demand at different urban scales: A data-driven approach," Applied Energy, Elsevier, vol. 230(C), pages 1157-1171.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:arx:papers:2109.10832. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.