The advancement of earth observation marks a breakthrough for humanity. Yet, the capabilities of this technology promise the tool of the future, one that allows tackling the phenomena of climate change, all from space. Yet, could it counter the sustainability goals that concern society The session explores the transformative power of intelligent mapping in advancing Sustainable Development Goals (SDGs), demonstrating the factors that predict local poverty levels using cost-effective, accessible methodologies.