Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning

Author:

Owusu Maxwell,Nair Arathi,Jafari Amir,Thomson Dana,Kuffer Monika,Engstrom Ryan

Funder

Bill & Melinda Gates Foundation

Publisher

Elsevier BV

Reference72 articles.

1. “Domains of Deprivation Framework ” for Mapping Slums, Informal Settlements, and other Deprived Areas in LMICs to improve urban planning and policy: A Scoping Review. February;Abascal,2021

2. Mapping Poverty through Data Integration and Artificial Intelligence: (Issue September);Asian Development Bank,2020

3. Generation of fine-scale population layers using multi-resolution satellite imagery and geospatial data;Azar;Remote Sensing of Environment,2013

4. Urban development in West Africa-monitoring and intensity analysis of slum growth in Lagos: Linking pattern and process;Badmos;Remote Sensing,2018

5. Understanding heterogeneity in metropolitan India: The added value of remote sensing data for analyzing sub-standard residential areas;Baud;International Journal of Applied Earth Observation and Geoinformation,2010

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