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Marc Rußwurm

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#machine learning Preprint Aug 2026

Foundation Models Meet Agriculture: Challenges Beyond Pretraining

Global food security and sustainable climate action increasingly rely on robust, scalable agricultural monitoring. Earth observation foundation models have emerged as powerful, label-efficient tools across general remote sensing domains, yet early attempts to deploy them for agricultural applications have yielded surpr...

Vishal Nedungadi, Xing-Kui Xiong, Marc Rußwurm et al. · 0 citations

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