Outline of a Novel Approach for Identifying Ethical Issues in Early Stages of AI4EO Research. - Mrinalini Kochupillai (IGARSS, 2021)

Geo-Information Harvesting from Social Media Data. - Xiao Xiang Zhu 001; Yuanyuan Wang 002; Mrinalini Kochupillai; Martin Werner 005; Matthias Häberle; Eike Jens Hoffmann; Hannes Taubenböck; Devis Tuia; Alex Levering; Nathan Jacobs; Anna M. Kruspe; Karam Abdulahhad (CoRR, 2022)

Conducting Ethically Mindful Earth Observation Research: The Case of Slum Mapping. - Mrinalini Kochupillai; Hannes Taubenböck (IGARSS, 2023)

Towards Impactful Applications of AI4EO in the Global South. - Isabelle Tingzon; James Matthew Miraflor; Xiao Xiang Zhu 001; Mrinalini Kochupillai (JURSE, 2023)

Artificial intelligence to advance Earth observation: a perspective. - Devis Tuia; Konrad Schindler; Begüm Demir; Gustau Camps-Valls; Xiao Xiang Zhu 001; Mrinalini Kochupillai; Saso Dzeroski; Jan N. van Rijn; Holger H. Hoos; Fabio Del Frate; Mihai Datcu; Jorge-Arnulfo Quiané-Ruiz; et al. (CoRR, 2023)

Ethics in Data-Centric AI for Geosciences: A Double-Edged Sword? - Mrinalini Kochupillai (IGARSS, 2024)