Paper · 2025 · Applied Sciences

15N-Nitrogen Use Efficiency, Productivity, and Quality of Durum Wheat Integrating Nitrogen Management and an Indigenous Bacterial Inoculant in a Single Growing Season

Marisol Ayala-Zepeda; Fannie Isela Parra-Cota; Cristina Chinchilla-Soto; et al.

10
claims
17
verbatim quotes
2
citations
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research areas
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Open access · cc-by

Abstract

In the Yaqui Valley, Mexico, the current and estimated annual growth rate of durum wheat (Triticum turgidum L. subsp. durum) yield is insufficient to satisfy the food demand that the world will be facing by 2050. Furthermore, besides the high doses of fertilizers applied to wheat in this region, nitrogen-use efficiency (NUE) remains low (<34.4%). A sustainable strategy to reduce the use of fertilizers and to increase crop yield and quality is the use of native plant growth-promoting bacteria as microbial inoculants. This study was performed under field conditions during one agricultural season in the Yaqui Valley, Mexico. It aimed to quantify the impact of the inoculation of a native bacterial consortium (BC) composed of Bacillus cabrialesii subsp. cabrialesii TE3T, Priestia megaterium TRQ8, and Bacillus paralicheniformis TRQ65 on grain yield, grain quality, and NUE (measured through 15N-isotopic techniques) at different stages of development of durum wheat variety CIRNO C2008 under three doses of urea (0, 120, and 240 kg N ha−1) fractionated at 30%, 60%, and 10%. Results showed that yield, quality, and NUE were highly affected by the N doses, while the inoculation of the BC had a lower impact on these parameters. Nevertheless, the inoculation of the BC on wheat had positive effects at the early stages of growth, on plant height (+1.6 cm), root depth (+11.9 cm), and spikes per square meter (+25 spikes m−2). Moreover, the addition of the BC improved N acquisition by the plants, at different crop growth stages, compared to uninoculated treatments. Finally, our results indicated that reducing the N dose from 240 kg of N ha−1 to 120 kg of N ha−1 improved the NUE (27.5% vs. 44.3%, respectively) of the crop. Hence, results of this preliminary study showed that the incorporation of bacterial inoculants into the wheat crop requires a simultaneous adequate N management, in order to obtain the desired positive effect on wheat productivity.

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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 10

Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Nitrogen dose strongly affected wheat yield.

Treatment
N dosese0
Outcome
yielde0

Not reportedComparatorDirection

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

Triticum turgidum subsp. durum
Triticum turgidum subsp. durum · TaxonSten Porse · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Results showed that yield, quality, and NUE were highly affected by the N doses”

✓ located verbatim in the source · abstract, characters 1081–1160 · show in text ↑
t0

“Durum Wheat”

✓ located verbatim in the source · title, characters 58–69 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Nitrogen dose strongly affected wheat quality.

Treatment
N dosese0
Outcome
qualitye0

Not reportedComparatorDirection

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

Triticum turgidum subsp. durum
Triticum turgidum subsp. durum · TaxonSten Porse · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Results showed that yield, quality, and NUE were highly affected by the N doses”

✓ located verbatim in the source · abstract, characters 1081–1160 · show in text ↑
t0

“Durum Wheat”

✓ located verbatim in the source · title, characters 58–69 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Nitrogen dose strongly affected wheat nitrogen-use efficiency.

Treatment
N dosese0
Outcome
NUEe0

Not reportedComparatorDirection

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

Triticum turgidum subsp. durum
Triticum turgidum subsp. durum · TaxonSten Porse · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Results showed that yield, quality, and NUE were highly affected by the N doses”

✓ located verbatim in the source · abstract, characters 1081–1160 · show in text ↑
t0

“Durum Wheat”

✓ located verbatim in the source · title, characters 58–69 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Bacterial consortium inoculation had a lower impact on wheat yield, quality and NUE.

Treatment
inoculation of the BCe0
Outcome
yield, quality, and NUEe1
Direction
lowere0
Comparator
N dosese1

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

Triticum turgidum subsp. durum
Triticum turgidum subsp. durum · TaxonSten Porse · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“the inoculation of the BC had a lower impact on these parameters”

✓ located verbatim in the source · abstract, characters 1168–1232 · show in text ↑
e1

“Results showed that yield, quality, and NUE were highly affected by the N doses”

✓ located verbatim in the source · abstract, characters 1081–1160 · show in text ↑
t0

“Durum Wheat”

✓ located verbatim in the source · title, characters 58–69 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bacterial consortium inoculation increased early wheat height by 1.6 cm.

Organ / stage
early stages of growthe0
Treatment
inoculation of the BCe0
Outcome
plant heighte0
Direction
positive effectse0
Value
+1.6 cme0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“inoculation of the BC on wheat had positive effects at the early stages of growth, on plant height (+1.6 cm), root depth (+11.9 cm), and spikes per square meter (+25 spikes m−2)”

✓ located verbatim in the source · abstract, characters 1252–1429 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bacterial consortium inoculation increased early wheat root depth by 11.9 cm.

Treatment
inoculation of the BCe0
Outcome
root depthe0
Direction
positive effectse0
Value
+11.9 cme0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“inoculation of the BC on wheat had positive effects at the early stages of growth, on plant height (+1.6 cm), root depth (+11.9 cm), and spikes per square meter (+25 spikes m−2)”

✓ located verbatim in the source · abstract, characters 1252–1429 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bacterial consortium inoculation increased wheat spikes per square meter by 25.

Treatment
inoculation of the BCe0
Outcome
spikes per square metere0
Direction
positive effectse0
Value
+25 spikes m−2e0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“inoculation of the BC on wheat had positive effects at the early stages of growth, on plant height (+1.6 cm), root depth (+11.9 cm), and spikes per square meter (+25 spikes m−2)”

✓ located verbatim in the source · abstract, characters 1252–1429 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bacterial consortium inoculation improved nitrogen acquisition at multiple growth stages.

Treatment
addition of the BCe0
Outcome
N acquisitione0
Direction
improvede0
Comparator
uninoculated treatmentse0

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

Triticum turgidum subsp. durum
Triticum turgidum subsp. durum · TaxonSten Porse · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“the addition of the BC improved N acquisition by the plants, at different crop growth stages, compared to uninoculated treatments”

✓ located verbatim in the source · abstract, characters 1441–1570 · show in text ↑
t0

“Durum Wheat”

✓ located verbatim in the source · title, characters 58–69 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Reducing nitrogen from 240 to 120 kg ha−1 raised NUE from 27.5% to 44.3%.

Treatment
120 kg of N ha−1e0
Outcome
NUEe0
Direction
improvede0
Value
44.3%e0
Qualifier
27.5%e0
Comparator
240 kg of N ha−1e0

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

Triticum turgidum subsp. durum
Triticum turgidum subsp. durum · TaxonSten Porse · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“reducing the N dose from 240 kg of N ha−1 to 120 kg of N ha−1 improved the NUE (27.5% vs. 44.3%, respectively)”

✓ located verbatim in the source · abstract, characters 1608–1718 · show in text ↑
t0

“Durum Wheat”

✓ located verbatim in the source · title, characters 58–69 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors conclude that bacterial inoculation needs adequate nitrogen management to improve wheat productivity.

Outcome
simultaneous adequate N managemente0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“incorporation of bacterial inoculants into the wheat crop requires a simultaneous adequate N management, in order to obtain the desired positive effect on wheat productivity”

✓ located verbatim in the source · abstract, characters 1789–1962 · show in text ↑

nitrogen · nutrient: efficiency · Triticum turgidum (rivet wheat)Positive and negative results

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inoculation · growth · Triticum aestivum (wheat)Positive and negative results

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inoculation · yield · Triticum aestivum (wheat)Positive and negative results

614 papers: 549 positive, 65 negative or no effect

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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.