Tag: Plant Science
TabPFN matched standard models for crop yield forecasting
What the study found A foundation model for tabular data, called TabPFN, produced crop-yield forecasts for maize, soybeans, and sunflowers in South Africa with accuracy comparable to several machine-learning models and better than baseline approaches. Why the authors say this matters The authors say accurate and timely crop yield forecasts are crucial for decisions about…
Silicon changes peanut responses to microbial inoculation
What the study found Peanut responses to silicon depended on which nitrogen-fixing microbe was applied. The study found significant interactions between silicon and microbial inoculation for total biomass, harvest index, pod traits, and seed yield, while root structural traits did not respond significantly. Why the authors say this matters The authors conclude that silicon management…
Molybdenum improved soybean nodulation and seed yield
What the study found Molybdenum fertilization improved soybean nodulation and seed yield under field conditions, with the highest level tested giving the strongest overall response. The study reports that 52.5 ppm molybdenum increased plant height, pod number, and seed yield, while 42.0 ppm brought earlier flowering. Why the authors say this matters The authors conclude…
Wheat heat-tolerance traits map to many genomic loci
Genetic dissection of yield traits and heat tolerance in wheat using a MAGIC population identifies SNPs and major loci informing heat-resilient breeding strategies.
Genome-wide mapping linked 19 loci to malt quality in Ethiopian barley
Multi-locus GWAS identifies 19 genomic loci controlling malt quality in Ethiopian barley, enabling marker-assisted breeding for superior malting cultivars.
Nitrogen split ratio improved lodging resistance and yield in winter wheat
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in AgronomyNitrogen topdressing timing regulates basal internode structure and mechanical properties in winter wheat, improving lodging resistance by 41.8% and yield by 12.2%.
Drip fertigation improved winter wheat yield and nitrogen uptake
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in AgronomyStudy demonstrates drip fertigation increases winter wheat yield 15–21% and improves nitrogen uptake, particularly after flowering, while expanding optimal planting density range.
Elevated CO2 did not change nitrogen or phosphorus mobilization
Elevated CO2 does not enhance nitrogen or phosphorus mobilization in Eucalyptus woodland, suggesting phosphorus limitation stems from scarcity rather than competition.
GSK3 stabilizes DOG1L4 to increase wheat seed dormancy
GSK3 phosphorylates DOG1L4 and ABI5 to enhance wheat seed dormancy, revealing a dual-target strategy for controlling pre-harvest sprouting resistance in crops.
Haplotype mapping identified rust-resistance signals in elite wheat
Haplotype mapping and introgression fitness indexing accelerate development of rust-resistant wheat while preserving elite genetic backgrounds and durability.
