Analysis of OpenStreetMap Data Quality at Different Stages of a Participatory Mapping Process: Evidence from Slums in Africa and Asia. - Godwin Yeboah; João Porto de Albuquerque; Rafael Troilo; Grant Tregonning; Shanaka Perera; Syed A. K. Shifat Ahmed; Motunrayo Ajisola; Ornob Alam; Navneet Aujla; Syed Iqbal Azam; Kehkashan Azeem; Pauline Bakibinga; et al. (ISPRS Int. J. Geo Inf., 2021)

IDEAMAPS: Modelling Sub-Domains of Deprivation with EO and AI. - Monika Kuffer; Ángela Abascal; Ryan N. Engstrom; Dana R. Thomson; Grant Tregonning; Adenike Shonowo; Qunshan Zhao; João Porto de Albuquerque; Peter Elias 002; Francis C. Onyambu; Caroline Kabaria (IGARSS, 2024)

Evaluating the Ability to Map the Degree of Informality within a City using a Scalable, Machine Learning Methodology in Nairobi, Kenya. - Ryan N. Engstrom; Akhil Bharadwaj; Maxwell Owusu; Qunshan Zhao; Sebastian Hafner; Monika Kuffer; Francis C. Onyambu; Caroline Kabaria; Peter Elias 002; Oluwatoyin Odulana; Grant Tregonning; Bunmi Alugbin; et al. (JURSE, 2025)

Mapping Indicators for Morphological Informality in Nairobi, Kenya Using Satellite Imagery. - Sebastian Hafner; Manuella Comerio De Paulo; Qunshan Zhao; Monika Kuffer; Ryan N. Engstrom; Dana R. Thomson; Francis C. Onyambu; Caroline Kabaria; Peter Elias 002; Ángela Abascal; Grant Tregonning; Oluwatoyin Odulana; et al. (JURSE, 2025)