Beyond Point Predictions: Uncertainty-Aware Satellite Poverty Mapping for Public Policy

Markus B. Pettersson, James Bailie, Mohammad Kakooei +2

Despite their critical importance for policy and research, high-resolution poverty data remain limited across much of Africa. Machine learning (ML) with earth observation (EO) imag…