A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments

Urban population distribution maps are vital elements for monitoring the Sustainable Development Goals, appropriately allocating resources such as vaccination campaigns, and facilitating evidence-based decision making. Typically, population distribution maps are derived from census data from the reg...

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Bibliographic Details
Main Authors: Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843222002011