Cluster analysis of the capitals of European countries by the “green” image indicators in the context of sustainable development

  • 44 Views
  • 6 Downloads

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License

Ongoing urbanization presents significant environmental challenges, which can be addressed through targeted investments in green infrastructure. Such investments not only mitigate ecological impacts but also enhance a city’s brand value and attractiveness to investors and residents. This study evaluates how green infrastructure, along with environmental, social, and economic indicators, influences the formation of a “green” image of the capitals of European countries. The “green” image is conceptualized as the perception of a city as environmentally friendly and sustainable, increasing its appeal to various stakeholders. Using k-means cluster analysis based on 10 indicators across 29 capitals of European countries, four distinct clusters were identified according to their potential for sustainable development. The second Cluster (Berlin, Helsinki, Ljubljana, Madrid, Riga, Sofia, Tallinn, Vilnius, and Zagreb) showed the strongest “green” image, with extensive green areas and low pollution levels balanced by solid socio-economic indicators. The first Cluster (London, Luxembourg, and Paris) had a high quality of life but relatively limited green space. The third Cluster (Amsterdam, Copenhagen, Dublin, Lisbon, Prague, Rome, Stockholm, and Vienna) combined high living costs and life expectancy with moderate green coverage. Most remaining cities, including Athens, Brussels, and Kyiv, were placed in the fourth Cluster, indicating a need for more robust environmental policies. The findings highlight that expanding green spaces, maintaining low pollution levels, and supporting high life expectancy is key to enhancing a city’s green image, thereby boosting its investment appeal and overall quality of life.

Acknowledgment
This study was partially supported by the project of the European Union Program ERASMUS+ Jean Monnet, under grant agreement № 101085435. This article reflects only the authors’ views, and the European Commission is not responsible for any use that may be made of the information it contains.

view full abstract hide full abstract
    • Figure 1. Key points of the research
    • Figure 2. The share of green infrastructure in the total area of some capitals of European countries, %
    • Figure 3. Correlation between the life expectancy and the pollution rate
    • Figure 4. Correlation between the average cost of accommodation and the pollution rate
    • Table 1. Key indicators of the “green” image development in the researched capitals
    • Table 2. Attributes of Cluster 1
    • Table 3. Attributes of Cluster 2
    • Table 4. Attributes of Cluster 3
    • Table 5. Attributes of Cluster 4
    • Table 6. Key conclusions of the conducted k-means clustering
    • Conceptualization
      Olha Zinchenko, Viktoriia Redko, Irina Privarnikova
    • Formal Analysis
      Olha Zinchenko, Viktoriia Redko, Vladyslav Iakovenko
    • Investigation
      Olha Zinchenko, Viktoriia Redko, Vladyslav Iakovenko
    • Project administration
      Olha Zinchenko
    • Resources
      Olha Zinchenko, Viktoriia Redko, Vladyslav Iakovenko, Irina Privarnikova
    • Writing – original draft
      Olha Zinchenko, Viktoriia Redko, Vladyslav Iakovenko, Irina Privarnikova
    • Writing – review & editing
      Olha Zinchenko, Viktoriia Redko
    • Data curation
      Viktoriia Redko
    • Supervision
      Viktoriia Redko
    • Validation
      Viktoriia Redko, Vladyslav Iakovenko, Irina Privarnikova
    • Methodology
      Vladyslav Iakovenko
    • Visualization
      Vladyslav Iakovenko