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New approach makes AI adaptable for computer vision in crop breeding

Scientists developed a machine-learning tool that can teach itself, with minimal external guidance, to differentiate between aerial images of flowering and nonflowering grasses — an advance that will greatly increase the pace of agricultural field research, they say. The work was conducted using images of thousands of varieties of Miscanthus grasses, each of which has its own flowering traits and timing.

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Illinois leads most rigorous agricultural greenhouse gas emissions study to date

Farmers apply nitrogen fertilizers to crops to boost yields, feeding more people and livestock. But when there’s more fertilizer than the crop can take up, some of the excess can be converted into gaseous forms, including nitrous oxide, a greenhouse gas that traps nearly 300 times as much heat in the atmosphere as carbon dioxide. About 70% of human-caused nitrous oxide comes from agricultural soils, so it’s vital to find ways to curb those emissions.

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Shin honorees take ag education on the go

Darin Joos, a proud alum of the College of Agricultural, Consumer and Environmental Sciences at the University of Illinois Urbana-Champaign, knows a thing or two about the university’s beloved South Farms. Joos now manages the research facility, where he and his colleagues bring agricultural education to life in innovative ways.

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Studies reveal key genes for corn architecture, identifying future breeding targets

The physical structure of corn plants — including the angle of leaves bending from the stem and the number of pollen-laden tassel branches — makes a big difference for yield. Compact plants can be planted closer together, adding up to more ears per acre. But compact corn didn’t happen by accident; years of hybrid breeding did that. Now, two new genome-based studies are making it possible to precisely adjust corn architecture to meet future demands.

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In the weeds: Amaranth genomes reveal secrets of success

Weeds like Palmer amaranth make farming harder and less profitable, and available herbicides are becoming less effective. For scientists to find solutions, they first need to know their enemy.

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Ainsworth named RIPE director

Lisa Ainsworth has been named director of the internationally acclaimed Realizing Increased Photosynthetic Efficiency project, which is led by the University of Illinois.

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Long, Ort step back from RIPE leadership roles they helped create

After decades of impactful and prolific research, two photosynthesis trailblazers are passing the torch. Stephen Long and Donald Ort are retiring from their leadership roles for the Realizing Increased Photosynthetic Efficiency (RIPE) project at the University of Illinois Urbana-Champaign.

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Gene-edited soil bacteria could provide third source of nitrogen for corn production

If corn was ever jealous of soybean’s relationship with nitrogen-fixing bacteria, advancements in gene editing could one day even the playing field.

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