High-resolution Nitrogen Dioxide Maps Reveal Exposure Limit Breaches across Europe

arXiv:2609.24634 · cs.CV · Submitted 2026-09-21 · Read on arXiv

cs.CV

Submitted: 2026-09-21

Updated: 2026-09-21

Code: https://github.com/co822ee/eu

Terminology

• Calibration — 6× in this paper · explained in 7 episodes
• Embeddings — 5× in this paper · explained in 2 episodes
• European Union — 3× in this paper
• Ablation — 2× in this paper · explained in 1 episode
• Accuracy — 2× in this paper · explained in 1 episode
• Aleatoric Uncertainty — 2× in this paper · explained in 5 episodes
• Empirical Coverage — 2× in this paper · explained in 2 episodes
• Ablation study — 1× in this paper · explained in 1 episode
• Clustering — 1× in this paper · explained in 2 episodes
• Uncertainty Quantification — 1× in this paper · explained in 8 episodes
• Verification — 1× in this paper · explained in 2 episodes

Sources

• AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
• UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

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