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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Olof Mogren

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Jul 2026

From Machine Learning to Large-Scale EO Products: Best Practices for Making Maps

This paper presents a concise, end-to-end account of the recommended practices spanning the pipeline from satellite data to an operational map product, organized around six interconnected themes: the EO data infrastructure landscape, data selection and preprocessing, ML dataset construction and model training, uncertai...

Ghjulia Sialelli, Robin Young, Yu-Chang Jiang et al. · 1 citation

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