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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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Turning Better Feed Into Better Herds: Innovation in Forage Harvesting

Video: Turning Better Feed Into Better Herds: Innovation in Forage Harvesting


What happens when a dairy farmer gets frustrated with equipment that isn’t doing its job? In this episode, we sit down with Horning Manufacturing founder Leon Horning to hear how a problem in the feed bunk led to a globally recognized forage equipment company.

Born out of a third-generation dairy operation in Pennsylvania, Horning Manufacturing started with one goal: helping cows get more nutrition from silage. Leon shares how his father, Leon Sr., built the first kernel processor rolls in the family farm shop after seeing whole corn kernels pass through cows undigested — costing valuable feed efficiency and milk production.

We explore the company’s journey from a side project on the farm to an international manufacturer serving dairy farmers, beef operators, and custom harvesters around the world. Along the way, Leon discusses the evolution of pull-type forage harvesters, the engineering behind Horning’s “plug-and-play” kernel processor kits, and why reducing downtime during harvest can make or break a season.

The conversation also dives into Horning’s row-independent corn heads, practical equipment design, real-world customer stories, and how innovations born in the field continue to shape the company today.

Whether you’re a producer, equipment enthusiast, or simply love stories of grassroots innovation, this episode offers a fascinating look at how one farm family turned necessity into industry-changing technology.

Contact Horning Manufacturing today at 717-354-5040
https://www.horningmfg.com/