Paper · 2026 · Agrosystems Geosciences & Environment

Corn response to biological products and a nitrification inhibitor

Rose M. Paul; Gurbir Singh; Kelly A. Nelson; et al.

8
claims
17
verbatim quotes
0
citations
2
research areas
✓
Open access · cc-by

Abstract

Abstract Atmospheric nitrogen (N 2 ) is converted into ammonia (NH 3 ), a form that plants can use, through biological nitrogen (N) fixation by various microorganisms and bacterial genera. This study assessed the field performance of three biological N‐fixing products, or biostimulants (BS), including Gluconacetobacter diazotrophicus (BS1), Klebsiella variicola (BS2), Methylobacterium symbioticum (BS3), and nitrapyrin, a nitrification inhibitor (NI). We evaluated corn ( Zea mays L.) grain yield, quality, and N use efficiency. A 3‐year field trial was conducted from 2020 to 2022 and included N fertilization rates (0, 56, 112, 168, and 224 kg N ha −1 ) alongside the application of the three BS and NI at 112 kg N ha −1 . Averaged over 3 years, the BS treatments did not enhance corn yield compared to N applied alone. Yield differences between N‐rates were observed each year, with the highest yield at 224 kg N ha −1 ranging between 11,100 and 11,600 kg ha −1 in 3 years. In 2021, 112 kg N ha −1 + nitrapyrin increased yield from 880 to 1460 kg ha −1 compared to BS treatments, except for BS3. Grain N removal increased with increasing N rates (0–224 kg ha −1 ); however, treatments exhibited results similar to those where only N fertilizer was applied. Partial factor productivity with BS applications improved 31% compared to when urea was applied alone as 224 kg N ha −1 , but this did not translate into significant yield gains. Agronomic efficiency had varying results through the years. These findings indicate that incorporating biological N‐fixing microorganisms and NI into urea N management strategies may not consistently increase grain yield and do not significantly reduce the need for synthetic fertilizers in corn production.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 8

Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Biostimulants did not enhance corn yield relative to nitrogen alone over three years.

Treatment
BS treatmentse0
Outcome
corn yielde0
Direction
did not enhancee0
Comparator
N applied alonee0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Averaged over 3 years, the BS treatments did not enhance corn yield compared to N applied alone”

✓ located verbatim in the source · abstract, characters 728–823 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

The highest annual corn yield occurred at 224 kg N ha −1, ranging from 11,100 to 11,600 kg ha −1.

Treatment
224 kg N ha −1e0
Outcome
yielde0
Direction
higheste0
Value
11,100 and 11,600 kg ha −1e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the highest yield at 224 kg N ha −1 ranging between 11,100 and 11,600 kg ha −1 in 3 years”

✓ located verbatim in the source · abstract, characters 889–978 · show in text ↑
t0

“Corn”

✓ located verbatim in the source · title, characters 0–4 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

In 2021, nitrapyrin with 112 kg N ha −1 raised yield by 880 to 1460 kg ha −1 over biostimulant treatments except BS3.

Treatment
112 kg N ha −1 + nitrapyrine0
Outcome
yielde0
Direction
increasede0
Value
880 to 1460 kg ha −1e0
Qualifier
except for BS3e0
Comparator
BS treatmentse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“In 2021, 112 kg N ha −1 + nitrapyrin increased yield from 880 to 1460 kg ha −1 compared to BS treatments, except for BS3”

✓ located verbatim in the source · abstract, characters 980–1100 · show in text ↑
t0

“Corn”

✓ located verbatim in the source · title, characters 0–4 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Grain nitrogen removal increased with nitrogen rate.

Treatment
N rates (0–224 kg ha −1 )e0
Outcome
Grain N removale0
Direction
increasede0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Grain N removal increased with increasing N rates (0–224 kg ha −1 )”

✓ located verbatim in the source · abstract, characters 1102–1169 · show in text ↑
t0

“Corn”

✓ located verbatim in the source · title, characters 0–4 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Grain nitrogen removal under biological products was similar to nitrogen fertilizer alone.

Treatment
treatmentse0
Outcome
Grain N removale1
Direction
similare0
Comparator
only N fertilizere0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“treatments exhibited results similar to those where only N fertilizer was applied”

✓ located verbatim in the source · abstract, characters 1180–1261 · show in text ↑
e1

“Grain N removal increased with increasing N rates (0–224 kg ha −1 )”

✓ located verbatim in the source · abstract, characters 1102–1169 · show in text ↑
t0

“Corn”

✓ located verbatim in the source · title, characters 0–4 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Biostimulant applications improved partial factor productivity by 31% relative to 224 kg N ha −1 urea alone.

Treatment
BS applicationse0
Outcome
Partial factor productivitye0
Direction
improvede0
Value
31%e0
Comparator
urea was applied alone as 224 kg N ha −1e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Partial factor productivity with BS applications improved 31% compared to when urea was applied alone as 224 kg N ha −1”

✓ located verbatim in the source · abstract, characters 1263–1382 · show in text ↑
t0

“Corn”

✓ located verbatim in the source · title, characters 0–4 · show in text ↑
Intervention effectobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Biostimulant applications did not yield significant grain yield gains.

Treatment
BS applicationse1
Outcome
yield gainse0
Direction
did not translate into significante0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“this did not translate into significant yield gains”

✓ located verbatim in the source · abstract, characters 1389–1440 · show in text ↑
e1

“BS applications improved 31%”

✓ located verbatim in the source · abstract, characters 1296–1324 · show in text ↑
t0

“Corn”

✓ located verbatim in the source · title, characters 0–4 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Agronomic efficiency varied across years.

Outcome
Agronomic efficiencye0
Qualifier
through the yearse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Agronomic efficiency had varying results through the years”

✓ located verbatim in the source · abstract, characters 1442–1500 · show in text ↑
t0

“Corn”

✓ located verbatim in the source · title, characters 0–4 · show in text ↑

nitrapyrin · yield · Zea mays (maize)Results differ

43 papers: 34 positive, 9 negative or no effect

33 papers in the same direction as this paper · 9 in the opposite direction

  1. positive
  2. positive
  3. positive

39 papers more in this group

See all 43 papers →

other · yield · Zea mays (maize)Positive and negative results

253 papers: 221 positive, 32 negative or no effect

220 papers in the same direction as this paper · 26 in the opposite direction · 6 reporting no difference from an alternative

  1. no effect
  2. no effect
  3. no effect

249 papers more in this group

See all 253 papers →

nitrogen · yield · Zea mays (maize)Positive and negative results

2,185 papers: 1,906 positive, 279 negative or no effect

1,905 papers in the same direction as this paper · 234 in the opposite direction · 45 reporting no difference from an alternative

  1. negative
  2. positive
  3. positive

2,181 papers more in this group

See all 2,185 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.