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

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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Bibliographic Details
Main Authors: Nikolaos Tziokas, Ce Zhang, Garyfallos C. Drolias, Peter M. Atkinson
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Satellite night-time lights
Downscaling
Random forest regression
Area-to-point Kriging
Spatial non-stationarity
Socioeconomic applications
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223002194

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http://www.sciencedirect.com/science/article/pii/S1569843223002194

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