Remote sensing-based measurement of Living Environment Deprivation: Improving classical approaches with machine learning.

This paper provides evidence on the usefulness of very high spatial resolution (VHR) imagery in gathering socioeconomic information in urban settlements. We use land cover, spectral, structure and texture features extracted from a Google Earth image of Liverpool (UK) to evaluate their potential to p...

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Bibliographic Details
Main Authors: Daniel Arribas-Bel, Jorge E Patino, Juan C Duque
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5413026?pdf=render