Studio: L'impatto dei tipi di configurazione urbana sulle isole di calore urbane, l'inquinamento atmosferico, le emissioni di CO₂ e la mortalità in Europa: Un approccio di scienza dei dati

This comprehensive study examines how different urban configuration types across 919 European cities influence environmental factors such as urban heat islands (UHIs), air pollution, CO₂ emissions, and mortality rates. Utilizing data science techniques, including Uniform Manifold Approximation and Projection (UMAP) and k-means clustering, the researchers identified four distinct urban typologies:

1. Compact High-Density Cities: Characterized by small size, high population density, and limited green spaces.

2. Open Low-Rise Medium-Density Cities: Small to medium-sized cities with moderate population density and green space availability.

3. Open Low-Rise Low-Density Cities: Small to medium-sized cities with low population density and limited green spaces.

4. Green Low-Density Cities: Large cities with low population density, abundant green spaces, and extensive cycleways.

🔗 Read here