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Spatial Prediction of Soil Microplastics and Organic Matter Using Graph Attention Networks

arXiv cs.LG · 2026-07-28 Cached

This paper presents a Graph Attention Network (GAT) approach to model spatial dependencies in soil samples for predicting microplastics and organic matter, achieving high R² values but limited cross-validation generalization due to small sample size.

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#soil

The Dirt That Refused to Die

Hacker News Top · 2026-06-01 Cached

Researchers found that sterilized soil continues to consume oxygen and release carbon dioxide for years, suggesting metabolic-like reactions can occur outside living cells. The finding, published in Science Advances, may imply that some biochemical processes predate life on Earth.

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