Where Did the Bushels Go? Solving the Mystery of Phantom Yield Loss

Recent university studies find that corn kernels usually hold their weight through the dry-down process while pinpointing the operational realities that lead to missing grain.

Corn-after-corn or beans-after-beans can work, but you need to spend extra time and attention on the agronomic details.
Once corn reaches physiological maturity at R6 (black layer), maximum dry matter accumulation is complete. Husk tightness, ear orientation, husk leaf number and tip exposure can influence how quickly individual hybrids dry.
(Farm Journal)

For years, corn growers have debated a seemingly simple question: Does corn lose yield while it stands in the field after black layer?

The answer, according to recent field trials from Purdue University and the University of Illinois, appears to be no — at least not because kernels are losing dry matter through respiration.

Their findings challenge a long-held belief in “phantom yield loss” — the theory that mature kernels “burn off” dry matter as grain dries in the field.

“Once [corn] black layers, do we then have respiration that either burns sugars off, or does the plant somehow suck sugars back in?” asks Connor Sible, University of Illinois Extension research assistant professor. “The last two years we’ve done nine different hybrids, multiple replications, and our data says there is no physical change in individual kernel weights over time as you just wait later into the season.”

Purdue University researchers reached the exact same conclusion using current hybrids and modern management practices. Extension corn specialist Dan Quinn and graduate research assistant Evan Cohagan evaluated four hybrids with and without an R1 foliar fungicide treatment in West Lafayette and Columbia City, Ind.

They sampled 15 or more ears from individual plots beginning at 28% grain moisture and down to 16%, with additional sampling at 24% and 20%. Each sample was dried to a consistent moisture level, and kernel dry weight was measured using a 1,000-kernel subsample. (The project was supported by the Indiana Corn Marketing Council.) Across hybrids and treatments, they found no significant relationship between harvest moisture and kernel dry weight — aligning with earlier peer-reviewed research from Iowa State University.

Once corn reaches physiological maturity at R6 (black layer), maximum dry matter accumulation is complete. What follows is strictly a drying process, with corn typically losing about 0.5 percentage points of moisture per day, Quinn notes, although weather and hybrid characteristics can make that rate highly variable. Dry down in Indiana is generally fastest in September, slows considerably in October and can become minimal by November.

Husk tightness, ear orientation, husk leaf number and tip exposure also influence how quickly individual hybrids dry.

Early Indiana research suggested kernel dry matter could decline as grain moisture dropped below about 25%, according to research by R. L. (Bob) Nielsen in 1996. More recently, Quinn cites private and industry-led trials that have continued to raise concerns about so-called “phantom yield loss,” often attributing perceived yield reductions to kernel respiration during extended field dry down.

Biological Yield Vs. Realized Yield

If individual kernels aren’t shrinking, why do corn growers often see lower yields when harvest is delayed?

For Sible and his colleague, crop physiologist Fred Below, the answer comes down to defining yield.

“When you go into phantom yield loss, the first thing you have to ask is how do you define yield?” Sible says. “There’s the biological yield that is the grain on the plant. But we live in the real world, and there’s also grain at the elevator, and what you get paid for.”

When bushels disappear between black layer and the elevator, researchers say the losses are mechanical, environmental and operational.

Kernels on the ground from shelling at the head.jpg
Kernels on the ground from shelling at the head, according to a five-year study Pioneer conducted in Nebraska.

1. Mechanical Loss and Kernel Shatter

As standing corn dries in the field, kernels become brittle and far more susceptible to mechanical damage.

“We often talk about the phantom yield loss. Is it true phantom yield loss through respiration, or is it, you know, kernel shatter as we dry and losing some at the head or losing some at the back?” Below says.

IMG-broken-kernel-particles-Pioneer-NA_US-V1.jpg
“Fines” – broken kernel particles blown out the back of the combine. Plot was harvested in early Nov. 4, 2022, at 16% moisture. This was from a five-year Pioneer study in Nebraska.
(Pioneer)

In the Illinois research, which used a baler behind the combine to capture corn residue, Below says researchers found the number of broken kernels increased as the grain became dryer.

“As the kernels dried, they continued to see more crap kernels run through the back of that combine,” he says. “It was like 3% to 4%.”
On a 200-bu. crop, a 3% to 4% loss is 6 bu. to 8 bu. per acre left behind, Below adds.

That level of loss can be difficult to spot from the cab.

“It’s pretty easy to see losing kernels at the head when they’re full kernels,” Below says. “It’s a lot harder when you start seeing broken kernels as they dry getting shot out the back of the combine.”

2. Wildlife and Weather Delays

The combine isn’t the only place where grain disappears. Standing corn remains exposed to wind, stalk lodging and wildlife.

“Two kernels per square foot, it’s a bushel,” Sible says. “Maybe you’re not losing it on the combine, but in four weeks, how many birds picked off two kernels off the top of that ear? How many raccoons stole one or two ears along a 20-foot row?”

The longer corn stands, the more opportunities there are for those field losses to accumulate.

3. Yield-Monitor Calibration Errors

Harvest monitor data can also create a false impression of yield loss. Sible offers this scenario: If a grower harvests part of a field at 26% moisture, gets rained out and returns two weeks later at 18% moisture without recalibrating the monitor for the drier grain condition, the sensor can miscalculate actual mass.

“It also comes down to how you measure yield, and is it on the combine or on an actual calibrated grain cart?” Sible says. “Are we recalibrating the monitors? I think that is part of it,” he adds.

Growers need to be cautious about relying on uncalibrated yield monitors alone to diagnose field loss.

Cob Shrink Pioneer.jpg
‘Cob shrink’ causing kernels to fall out.
(Pioneer)

The 25% Moisture Assumption

The Illinois trials also revealed an unexpected finding: Instead of phantom yield loss, Below and Sible found there may be some yield gain as corn moves from the mid-20s toward the low 20s.

“I will say we haven’t seen it go down, and if anything, it’s gone up 3 bu. or 5 bu. over a four- to five-week period,” Sible says. “As going from 26% to 22% moisture,” he adds, “I think once we hit below 21%, that’s where it flatlines.”

Quinn notes similar observations at Purdue, where test weight generally increases as grain dries, leveling off once moisture reaches 20% to 23%.

That finding challenges the common belief that corn must be harvested wet to protect maximum biological yield.

“A lot of high-yield growers, especially the contest guys, will tell you we need to get out there and harvest the 25% moisture, right?” Below says. “Because that’s where the yield’s highest.”

Harvest Is A Balancing Act

For growers, the Purdue and Illinois research clarifies that mature corn does not burn off yield through kernel respiration after black layer. As a result, that shifts the harvest decision from trying to beat an invisible loss inside the kernel to managing the very real risks of leaving a mature crop standing.

That makes the harvest decision a balancing act between grain moisture, drying costs and the risk of losing grain before it reaches the combine.

In fields with weak stalks, significant disease and insect pressure or other standability concerns, harvesting before grain moisture falls below about 20% may help protect yield and improve harvest efficiency.

Leaving corn to dry in the field saves on fuel and commercial drying costs, but growers must weigh those financial savings against the real-world risks.

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