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ValerianFourel/SOCrebuttal

SOCrebuttal — Soil Organic Carbon Mapping (Geoderma rebuttal artifacts) Architecture comparison, production maps, and supporting analyses for Bavaria-wide soil organic carbon mapping at LUCAS data scale (~16,360 samples). Published as the artifact bundle accompanying the manuscript revision. Headline finding A lightweight (~215k-parameter) CNN + Transformer hybrid is the recommended architecture at this data scale (Vanilla in the comparison table): +0.23 R² gain… See the full description on the dataset page: https://huggingface.co/datasets/ValerianFourel/SOCrebuttal.

Author / organizationValerianFourel
Downloads219 (as reported by Hugging Face)
Likes0
Created13 May 2026
Last updated at source22 June 2026
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