Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

For mapping and monitoring socioeconomic activities in cities, night-time lights (NTL) satellite sensor images are used widely, measuring the light intensity during the night. However, the main challenge to mapping human activities in cities using such NTL satellite sensor images is their coarse spa...

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Autors principals:	Nikolaos Tziokas, Ce Zhang, Garyfallos C. Drolias, Peter M. Atkinson
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2023-08-01
Col·lecció:	International Journal of Applied Earth Observations and Geoinformation
Matèries:	Satellite night-time lights Downscaling Random forest regression Area-to-point Kriging Spatial non-stationarity Socioeconomic applications
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S1569843223002194
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