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Integrated approach for the identification of spatial patterns related to renewable energy potential in European territories

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  • Scaramuzzino, Chiara
  • Garegnani, Giulia
  • Zambelli, Pietro

Abstract

The study presents an effort to classify the territories of a specific area, according to similarities in the estimated potential of their renewable sources, considering also their economic and sociodemographic structure and their geographic features. Specifically, the paper focuses on the area of EU28 and Switzerland and uses as basis for the analysis, data estimating the potential of renewable energy sources collected and elaborated in the framework of the project HotMaps (Horizon 2020). The method used to group the territorial units is cluster analysis, and specifically the k-means algorithm. The data present some interesting patterns and the territories of EU28 and Switzerland at NUTS3 level are classified into 17 clusters. The analysis shows the presence of heterogeneity within national borders and among territories comprised in the macro regions target of specific EU programmes, specifically the Adriatic-Ionian region, the Alpine region, the Baltic Sea region and the Danube region. The results of this research are meant to be used by European policy makers in developing more focused transnational renewable energy policies and strategies.

Suggested Citation

  • Scaramuzzino, Chiara & Garegnani, Giulia & Zambelli, Pietro, 2019. "Integrated approach for the identification of spatial patterns related to renewable energy potential in European territories," Renewable and Sustainable Energy Reviews, Elsevier, vol. 101(C), pages 1-13.
    • Handle: RePEc:eee:rensus:v:101:y:2019:i:c:p:1-13
    DOI: 10.1016/j.rser.2018.10.024
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    1. Georg Neugebauer & Florian Kretschmer & René Kollmann & Michael Narodoslawsky & Thomas Ertl & Gernot Stoeglehner, 2015. "Mapping Thermal Energy Resource Potentials from Wastewater Treatment Plants," Sustainability, MDPI, vol. 7(10), pages 1-23, September.
    2. Manzone, Marco & Calvo, Angela, 2016. "Energy and CO2 analysis of poplar and maize crops for biomass production in north Italy," Renewable Energy, Elsevier, vol. 86(C), pages 675-681.
    3. Reiche, Danyel & Bechberger, Mischa, 2004. "Policy differences in the promotion of renewable energies in the EU member states," Energy Policy, Elsevier, vol. 32(7), pages 843-849, May.
    4. Wise, Marshall & Dooley, James & Luckow, Patrick & Calvin, Katherine & Kyle, Page, 2014. "Agriculture, land use, energy and carbon emission impacts of global biofuel mandates to mid-century," Applied Energy, Elsevier, vol. 114(C), pages 763-773.
    5. Garegnani, Giulia & Sacchelli, Sandro & Balest, Jessica & Zambelli, Pietro, 2018. "GIS-based approach for assessing the energy potential and the financial feasibility of run-off-river hydro-power in Alpine valleys," Applied Energy, Elsevier, vol. 216(C), pages 709-723.
    6. Palomino Cuya, Daly Grace & Brandimarte, Luigia & Popescu, Ioana & Alterach, Julio & Peviani, Maximo, 2013. "A GIS-based assessment of maximum potential hydropower production in La Plata basin under global changes," Renewable Energy, Elsevier, vol. 50(C), pages 103-114.
    7. Monfort, Mercedes & Cuestas, Juan Carlos & Ordóñez, Javier, 2013. "Real convergence in Europe: A cluster analysis," Economic Modelling, Elsevier, vol. 33(C), pages 689-694.
    8. Resch, Gustav & Held, Anne & Faber, Thomas & Panzer, Christian & Toro, Felipe & Haas, Reinhard, 2008. "Potentials and prospects for renewable energies at global scale," Energy Policy, Elsevier, vol. 36(11), pages 4048-4056, November.
    9. del Río, Pablo & Burguillo, Mercedes, 2008. "Assessing the impact of renewable energy deployment on local sustainability: Towards a theoretical framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(5), pages 1325-1344, June.
    10. Belmonte, S. & Núñez, V. & Viramonte, J.G. & Franco, J., 2009. "Potential renewable energy resources of the Lerma Valley, Salta, Argentina for its strategic territorial planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1475-1484, August.
    11. Scarlat, Nicolae & Dallemand, Jean-François & Monforti-Ferrario, Fabio & Banja, Manjola & Motola, Vincenzo, 2015. "Renewable energy policy framework and bioenergy contribution in the European Union – An overview from National Renewable Energy Action Plans and Progress Reports," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 969-985.
    12. Paish, Oliver, 2002. "Small hydro power: technology and current status," Renewable and Sustainable Energy Reviews, Elsevier, vol. 6(6), pages 537-556, December.
    13. Zhang, Hengxu & Cao, Yongji & Zhang, Yi & Terzija, Vladimir, 2018. "Quantitative synergy assessment of regional wind-solar energy resources based on MERRA reanalysis data," Applied Energy, Elsevier, vol. 216(C), pages 172-182.
    14. de Vries, Bert J.M. & van Vuuren, Detlef P. & Hoogwijk, Monique M., 2007. "Renewable energy sources: Their global potential for the first-half of the 21st century at a global level: An integrated approach," Energy Policy, Elsevier, vol. 35(4), pages 2590-2610, April.
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