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Machine-Vision Technology Shows Promise to Reduce Herbicide Use

Farmers and land-managers seeking to reduce their herbicide applications now have another promising option via machine-vision technology. That's the summary from a recently published research article in Weed Technology.

"Our research showed that, on average, this technology's targeted sprays saved a range of 28.4 to 62.4% on postemergence herbicides compared to traditional broadcast applications," says Tristen Avent, University of Arkansas, Senior Graduate Assistant in the Crop, Soil, and Environmental Sciences Department, and corresponding author of the study.

"In addition to significant opportunities to lower herbicide costs and improve profits, our research also showed that the targeted applications from machine-vision technology can be utilized to provide some soybean health benefits and improve ."

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Harvest Sample Program Webinar 2026

Video: Harvest Sample Program Webinar 2026

Discover the Harvest Sample Program — a free, voluntary way to get unofficial grade and quality results for your crops. Watch the latest discussion from our recorded webinar with the Canadian Grain Commission to learn how to submit samples, receive your results online, and leverage these insights for your marketing plan. ?We covered important submission deadlines, the types of analyses you’ll receive, and how the results can inform your sales - and the broader Canadian grain sector. Additional information about our Grade School event presented by the Canadian Grain Commission was discussed, providing you with more opportunities to learn about grades, dockage and so much more! Grade School 2026 will be hosted this November in Humboldt and Swift Current.