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cs.LG2026
From field-scale to large-scale spectral libraries: Tabular foundation models in soil spectroscopy
Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers +1
Visible and near-infrared (vis-NIR) and mid-infrared (MIR) spectroscopy enable rapid, cost-effective prediction of soil properties. Yet, translating high-dimensional, highly collin…
cs.LG2026
Rejections Based on Predictive Uncertainty Enable Reliable Routine Soil Spectroscopy
Jonas Schmidinger, Robin Gebbers, Marc-Olivier Gasser +3
Soil properties relevant to agricultural and environmental applications are conventionally measured using elaborate laboratory methods involving physical and chemical processing. W…