Google uses deep learning to map global methane emissions from space with EMIT
CurieuxExplorer · x · 2026-09-15
Google Research unveiled the Methane Analysis and Plume Localization with EMIT framework, a deep-learning system that automates detection, quantification, and source estimation of methane plumes worldwide.
- Methane's warming potential is 30x CO₂ over 100 years, driving 25% of human-induced warming; 125+ countries pledged 30% cuts by 2030
- Built on NASA's EMIT instrument aboard the ISS, balancing field of view, spatial resolution, and spectral resolution
- Open-sourced with paper, global plume database, visualization app, trained model, synthetic dataset, and inference library
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