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NC State Plant Sciences Initiative Developing AI Resources for Agriculture

By Lily Burton

Researchers at North Carolina State University and the N.C. Plant Sciences Initiative (PSI) are working to bring artificial intelligence technologies to agriculture.

AI has many potential applications in agriculture. But the industry doesn’t currently have the same resources that have enabled AI development in other fields. NC State researchers are trying to change that.

Chris Reberg-Horton, the Platform Director for the PSI at NC State, is working with his team to collect images of weeds that will be used to teach AI-powered equipment to recognize them and differentiate them from other plants.

“We have a robot set up that drives across an area that has lots of different weed species planted in pots out there,” he said. “And so, we can image, right now, about 500 pots a day through that system.”

Reberg-Horton said existing high tech agricultural equipment has the potential to observe and deliver precise care for individual plants.

“What's been missing is the knowledge and intelligence of field conditions to be able to inform that smart equipment of what to do,” he said. “And so, I really think that, you know, AI, and specifically, computer vision is one of the missing pieces in that.”

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Dicamba Returns for Georgia Farmers: What the New EPA Ruling Means for Cotton Growers

Video: Dicamba Returns for Georgia Farmers: What the New EPA Ruling Means for Cotton Growers

After being unavailable in 2024 due to registration issues, dicamba products are returning for Georgia farmers this growing season — but under strict new conditions.

In this report from Tifton, Extension Weed Specialist Stanley Culpepper explains the updated EPA ruling, including new application limits, mandatory training requirements, and the need for a restricted use pesticide license. Among the key changes: a cap of two ½-pound applications per year and the required use of an approved volatility reduction agent with every application.

For Georgia cotton producers, the ruling is significant. According to Taylor Sills with the Georgia Cotton Commission, the vast majority of cotton planted in the state carries the dicamba-tolerant trait — meaning farmers had been paying for technology they couldn’t use.

While environmental groups have expressed concerns over spray drift, Georgia growers have reduced off-target pesticide movement by more than 91% over the past decade. Still, this two-year registration period will come with increased scrutiny, making stewardship and compliance more important than ever.