Culture and heritage for a just transition to climate-neutral and smart cities. Text mining supporting New European Bauhaus elements detection

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Analysis reveals that culture and heritage can drive climate policies in European cities, suggesting a vital role in urban transition.

Cities are leveraging culture and heritage to facilitate a just transition toward climate neutrality and smart urban development.
Cultural participation influences diverse social impacts such as community engagement, social cohesion, and innovation in urban planning.
The text mining method aims to enhance the analysis of culture-related elements across a broad range of urban transition policies.
Developing an AI model from annotated Climate City Contracts could improve knowledge transfer for effective policy implementation.

Costanzo et al. (2025) studied this question.

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