Replicating Gender Bias from Above: Earth Observation, Machine Learning and SDG 5

Jul 26 2022

With the increased application of Earth Observation (EO) data, combined with the higher spatial and temporal granularity of data and the potential benefits of Machine Learning (ML) algorithms, ethical concerns around EO have become more salient. In this science-policy brief, we examine the effects of EO data collected without a gender-inclusive perspective, and how that raw data (or processed by … Read More