Making the Invisible Seen: How Artificial Intelligence is Unmasking Soybean Nematodes

New technology from Syngenta can pinpoint the microscopic pests in your fields with 90% accuracy.

soybean cyst nematode.PNG
Soybean cyst nematode can easily cause 25% yield loss in infected fields.
(SCN Coalition)

Nematodes are nearly impossible to see with the naked eye, but their impact on soybean yields is about to come into clear focus. Thanks to a new digital tool from Syngenta called Nema Digital, the invisible is becoming visible.

The technology uses satellite imagery and artificial intelligence (AI) to scan soybean fields for crop stress that mimics nematode damage. According to Kirt L. Durand, PhD, Syngenta digital ag solutions R&D manager, the goal is to bridge the gap between what a farmer sees and what is actually happening in crops beneath the soil surface.

“Farmers might not even know that they’re losing yield due to this microscopic pest, and that’s what this technology is really all about – providing awareness,” he says.

How the Algorithm “Thinks”

Nema Digital is a satellite-based algorithm trained to distinguish nematode pressure from other common crop-production headaches like nutrient deficiencies, soil compaction, or simple field anomalies. By analyzing multiple years of historical satellite data, the system searches for specific patterns that match known nematode behavior and damage.

For farmers and retailers, the process is designed to be hands-off. Syngenta only needs basic information—field boundaries and crop history—much of which is already automated for those using the Syngenta Cropwise platform.

“Really, most of this is very automated at this point, very little input required from the farmer,” Durand says.

Once the data is incorporated, the AI filters out any visual noise.

“When we get done, it narrows it down and says, with high accuracy 90% of the time, this is going to be a problem caused by nematodes,” Durand says.

The Limits of the Soil Probe

While traditional soil sampling has been the standard tool to check for nematodes, Durand notes research shows how easy for a sample to miss them.

He points to research from Iowa State University nematologist Greg Tylka, which shows that nematode egg counts can vary wildly just a few feet apart. You could pull a core sample that looks clean, while two feet away, thousands of eggs are feeding on your profits.

“You can imagine that if you’ve been looking for nematodes simply by soil sampling, it’s not accurate enough,” Durand says.

Protecting the Bottom Line

The financial stakes of nematode pressure are high. Research from The SCN Coalition indicates that nematodes commonly cause a 25% yield loss in infected soybean fields, but in severe cases—or when multiple species like root-knot and soybean cyst nematode (SCN) team up—that loss can skyrocket past 70%.

“When you have multiple species of nematode present, the impact on soybeans tends to be even more severe than just SCN alone,” Durand says.

One way Durand says farmers and retailers will be able visualize that impact is to pair Nema Digital results with yield maps. By overlaying the nematode output on harvested yield, Durand says growers and retailers often can see a clear connection between areas flagged for nematode pressure and zones of lower yield.

“You can actually see in the field where we identify that you have a nematode problem, and if you put a yield map on it, we’ve seen that those areas tend to have lower yields versus the average yield for that entire field,” he says.

Commercial Launch In 2027

While Nema Digital is being piloted through select retail partners and their farmer customers in 2026, Syngenta expects a broad commercial launch next year.

For soybean growers wondering about the return on investment for the technology, Durand stops short of assigning a specific dollar figure. But he stresses that identifying nematode pressure is the first step to protecting yield with available tools, including Syngenta’s new broad-spectrum nematicide seed treatment, Victrato.

Ultimately, Durand’s message to growers is simple: don’t confuse “invisible” with “absent.”

“The issue is out there,” he says. “We want to help farmers be aware of it and what they’re losing.”

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