Fine-Tuned Llama Model Turns Unstructured Farm Data Into a Searchable Knowledge Graph
Researchers fine-tuned a Llama model with LoRA to extract agronomic triplets and build a GraphRAG-powered knowledge graph that outperforms standard ...
Tag: soybean
Breaking Down the Barriers Holding Back Soybean Contract Farming in Ethiopia
A new study of 369 Ethiopian smallholder farmers identifies poor seed quality, weak contract enforceability, low prices, and limited market ...
Soybean Roots Recruit Phosphate-Solubilizing Bacteria Through a Starvation Signal
New research reveals that the phosphate starvation response pathway in soybean recruits phosphate-solubilizing Burkholderia by regulating malate exudation, offering a ...
Mixing Maize and Soybean Could Slash Europe’s Need for Imported Soy
A new Nature Communications study estimates that maize-soybean intercropping on up to 20 million hectares could cover three-quarters of the ...
Charred Soybean Lumps Reveal 1,800-Year-Origins of Korea’s Fermented Paste Tradition
Charred amorphous lumps from ancient Korean sites have been identified as processed soybean masses dating to around AD 200, pushing ...
Soybean’s Hidden Stress Arsenal: 25 Genes That Fire Hardest When Drought and Heat Strike Together
A genome-wide analysis has identified 25 galactinol synthase genes in soybean and revealed that GmGolS-3 and GmGolS-9 respond most strongly ...
Rainfall Decides How Long Soybean Farmers Must Wait After Atrazine Burndown
A Brazilian field study shows that rainfall and soil moisture, not a fixed calendar interval, determine how quickly atrazine dissipates ...
A Single DNA Letter Shapes the Soybean Leaf—and Breeders Can Now Screen for It
Researchers identified a single coding variant in the soybean gene GmJAG1 that controls leaf shape, validated it functionally, and developed ...
A 1,110-dollar open-source robot that watches plants sweat
Researchers in Uruguay have released complete open-source designs for a 1,110-dollar robotic gantry that combines RGB and thermal imaging to ...
Soybean Genotype Shows Remarkable Drought Tolerance in Field Trial
A field experiment in Bangladesh identified the soybean genotype AGS 383 as the most drought-tolerant of three tested lines, thanks ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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