Mapping the urban heat Island at the territory scale: An unsupervised learning approach for urban planning applied to the Canton of Geneva

•Efficient unsupervised learning method for UHI analysis at the city scale.•Urban feature extraction with GMM clustering: 10 microclimatic clusters.•Simulated UHII with UWG tool and validation with urban on-site measurements.•Yearly average UHII analysis of Canton of Geneva ranging from 1.7 °C to 2....

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Veröffentlicht in:	Sustainable cities and society 2023-09, Vol.96, p.104677, Article 104677
Hauptverfasser:	Boccalatte, Alessia, Fossa, Marco, Thebault, Martin, Ramousse, Julien, Ménézo, Christophe
Format:	Artikel
Sprache:	eng
Schlagworte:	Architecture, space management Engineering Sciences Environmental Engineering Environmental Sciences GIS-data Humanities and Social Sciences Local climate zones Mechanics Thermics Urban clustering Urban heat island Urban microclimate
Online-Zugang:	Volltext
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