Application of training data affects success in broad-scale local climate zone mapping

Satellite imagery has been widely used to map urbanization processes. To address the urgent need for urban landscape mapping that goes beyond urban footprint analysis, the local climate zone (LCZ) scheme has been increasingly used to reveal the urban forms and functions important to urban heat islan...

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Autors principals:	Chunxue Xu, Perry Hystad, Rui Chen, Jamon Van Den Hoek, Rebecca A. Hutchinson, Steve Hankey, Robert Kennedy
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2021-12-01
Col·lecció:	International Journal of Applied Earth Observations and Geoinformation
Matèries:	Local climate zone Machine learning Training areas Crowdsourced data Spatial autocorrelation
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S0303243421001896
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