Paper · 2026 · Agricultural Water Management

Impact of irrigation and nitrogen application strategies on cotton yield, agronomic nitrogen use efficiency, and environmental nitrogen fate

Zhen Luo; Wei Tang; Xiyuan Duan; et al.

13
claims
25
verbatim quotes
0
citations
3
research areas
✓
Open access · cc-by

Abstract

This study evaluated the impacts of different irrigation-nitrogen (N) application strategies and N application rates on cotton growth and yield, agronomic N use efficiency (ANUE), and fertilizer-N fate in arid region. A split-plot design was employed to compare traditional irrigation and N application (TIN) with alternate partial root-zone irrigation combined with root-zone fertilization (ADI-RZF), under three N rates (0, 220, and 275 kg ha⁻¹). The results revealed that the seed cotton yield, harvest index (HI), ANUE, irrigation water productivity (WP I ) and fertilizer N recovery efficiency (FNRE) significantly increased under the ADI-RZF treatment relative to TIN. The expression of nitrate transporter genes ( GhNRT1.1 and GhNRT1.5 ) was upregulated by 2.3- and 2.7-fold in hydrated root zones under ADI-RZF, explaining the 34.7–52.9 % enhancement in FNRE. At N 220, the optimized ADI-RZF system achieved 95 % of the maximum yield potential (equivalent to the N 275 yield under ADI-RZF), while it reduced N input by 20 % and lowered the fertilizer N loss rate (FNLR) by 38.5–42.7 % compared to TIN at equivalent N rates. This reduction is attributed to the spatially targeted N placement in ADI-RZF, which minimized the soil residual N by 11.9–30.3 % through enhanced root foraging precision. In conclusion, ADI-RZF at the N 220 rate represents a sustainable strategy for cotton production in arid regions such as Xinjiang, China, effectively balancing high yield with a reduced environmental N footprint. • Cotton yield and photosynthetic rate were significantly enhanced via APRI combined with root-zone fertilization. • APRI with root-zone fertilization increased agronomic efficiency of N and irrigation water productivity. • The expression of GhPIP and GhNRT was up-regulated in the hydrated roots. • APRI with root-zone fertilization improved fertilizer N recovery efficiency while reducing fertilizer N loss rate.

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 13

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

ADI-RZF significantly increased seed cotton yield relative to TIN.

Treatment
ADI-RZF treatmente0
Outcome
seed cotton yielde0
Direction
increasede0
Comparator
TINe0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The results revealed that the seed cotton yield, harvest index (HI), ANUE, irrigation water productivity (WP I ) and fertilizer N recovery efficiency (FNRE) significantly increased under the ADI-RZF treatment relative to TIN.”

✓ located verbatim in the source · abstract, characters 449–674 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

ADI-RZF significantly increased harvest index relative to TIN.

Treatment
ADI-RZF treatmente0
Outcome
harvest index (HI)e0
Direction
increasede0
Comparator
TINe0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The results revealed that the seed cotton yield, harvest index (HI), ANUE, irrigation water productivity (WP I ) and fertilizer N recovery efficiency (FNRE) significantly increased under the ADI-RZF treatment relative to TIN.”

✓ located verbatim in the source · abstract, characters 449–674 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

ADI-RZF significantly increased agronomic nitrogen use efficiency relative to TIN.

Treatment
ADI-RZF treatmente0
Outcome
ANUEe0
Direction
increasede0
Comparator
TINe0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The results revealed that the seed cotton yield, harvest index (HI), ANUE, irrigation water productivity (WP I ) and fertilizer N recovery efficiency (FNRE) significantly increased under the ADI-RZF treatment relative to TIN.”

✓ located verbatim in the source · abstract, characters 449–674 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

ADI-RZF significantly increased irrigation water productivity relative to TIN.

Treatment
ADI-RZF treatmente0
Outcome
irrigation water productivity (WP I )e0
Direction
increasede0
Comparator
TINe0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The results revealed that the seed cotton yield, harvest index (HI), ANUE, irrigation water productivity (WP I ) and fertilizer N recovery efficiency (FNRE) significantly increased under the ADI-RZF treatment relative to TIN.”

✓ located verbatim in the source · abstract, characters 449–674 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

ADI-RZF significantly increased fertilizer nitrogen recovery efficiency relative to TIN.

Treatment
ADI-RZF treatmente0
Outcome
fertilizer N recovery efficiency (FNRE)e0
Direction
increasede0
Comparator
TINe0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The results revealed that the seed cotton yield, harvest index (HI), ANUE, irrigation water productivity (WP I ) and fertilizer N recovery efficiency (FNRE) significantly increased under the ADI-RZF treatment relative to TIN.”

✓ located verbatim in the source · abstract, characters 449–674 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ADI-RZF upregulated GhNRT1.1 expression 2.3-fold in hydrated root zones.

Organ / stage
hydrated root zonese0
Treatment
ADI-RZFe0
Gene
GhNRT1.1e0
Outcome
expression of nitrate transporter genese0
Direction
upregulatede0
Value
2.3-e0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The expression of nitrate transporter genes ( GhNRT1.1 and GhNRT1.5 ) was upregulated by 2.3- and 2.7-fold in hydrated root zones under ADI-RZF, explaining the 34.7–52.9 % enhancement in FNRE.”

✓ located verbatim in the source · abstract, characters 675–867 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ADI-RZF upregulated GhNRT1.5 expression 2.7-fold in hydrated root zones.

Organ / stage
hydrated root zonese0
Treatment
ADI-RZFe0
Gene
GhNRT1.5e0
Outcome
expression of nitrate transporter genese0
Direction
upregulatede0
Value
2.7-folde0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The expression of nitrate transporter genes ( GhNRT1.1 and GhNRT1.5 ) was upregulated by 2.3- and 2.7-fold in hydrated root zones under ADI-RZF, explaining the 34.7–52.9 % enhancement in FNRE.”

✓ located verbatim in the source · abstract, characters 675–867 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

At N 220, ADI-RZF attained 95% of the yield at N 275 under ADI-RZF.

Treatment
N 220e0
Outcome
maximum yield potentiale0
Direction
achievede0
Value
95 %e0
Comparator
N 275 yield under ADI-RZFe0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“At N 220, the optimized ADI-RZF system achieved 95 % of the maximum yield potential (equivalent to the N 275 yield under ADI-RZF), while it reduced N input by 20 % and lowered the fertilizer N loss rate (FNLR) by 38.5–42.7 % compared to TIN at equivalent N rates.”

✓ located verbatim in the source · abstract, characters 868–1131 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ADI-RZF at N 220 reduced nitrogen input by 20%.

Treatment
ADI-RZF systeme0
Outcome
N inpute0
Direction
reducede0
Value
20 %e0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“At N 220, the optimized ADI-RZF system achieved 95 % of the maximum yield potential (equivalent to the N 275 yield under ADI-RZF), while it reduced N input by 20 % and lowered the fertilizer N loss rate (FNLR) by 38.5–42.7 % compared to TIN at equivalent N rates.”

✓ located verbatim in the source · abstract, characters 868–1131 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ADI-RZF at N 220 lowered fertilizer nitrogen loss rate by 38.5–42.7% relative to TIN at equivalent nitrogen rates.

Treatment
ADI-RZF systeme0
Outcome
fertilizer N loss rate (FNLR)e0
Direction
lowerede0
Value
38.5–42.7 %e0
Comparator
TINe0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“At N 220, the optimized ADI-RZF system achieved 95 % of the maximum yield potential (equivalent to the N 275 yield under ADI-RZF), while it reduced N input by 20 % and lowered the fertilizer N loss rate (FNLR) by 38.5–42.7 % compared to TIN at equivalent N rates.”

✓ located verbatim in the source · abstract, characters 868–1131 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ADI-RZF reduced soil residual nitrogen by 11.9–30.3%.

Treatment
ADI-RZFe0
Outcome
soil residual Ne0
Direction
minimizede0
Value
11.9–30.3 %e0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“This reduction is attributed to the spatially targeted N placement in ADI-RZF, which minimized the soil residual N by 11.9–30.3 % through enhanced root foraging precision.”

✓ located verbatim in the source · abstract, characters 1132–1303 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

APRI with root-zone fertilization significantly enhanced cotton photosynthetic rate.

Treatment
APRI combined with root-zone fertilizatione0
Outcome
photosynthetic ratee0
Direction
enhancede0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“• Cotton yield and photosynthetic rate were significantly enhanced via APRI combined with root-zone fertilization.”

✓ located verbatim in the source · abstract, characters 1517–1631 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

APRI with root-zone fertilization upregulated GhPIP expression in hydrated roots.

Organ / stage
hydrated rootse0
Gene
GhPIPe0
Outcome
expression of GhPIPe0
Direction
up-regulatede0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“• The expression of GhPIP and GhNRT was up-regulated in the hydrated roots.”

✓ located verbatim in the source · abstract, characters 1739–1814 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 60–66 · show in text ↑

fertilization · physiology: water · Gossypium hirsutum (cotton)Positive and negative results

17 papers: 14 positive, 3 negative or no effect

13 papers in the same direction as this paper · 3 in the opposite direction

  1. no effect
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irrigation · nutrient: efficiency · Gossypium hirsutum (cotton)Positive and negative results

19 papers: 16 positive, 3 negative or no effect

15 papers in the same direction as this paper · 3 in the opposite direction

  1. no effect
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fertilization · physiology: photosynthesis · Gossypium hirsutum (cotton)Positive and negative results

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fertilization · nutrient: efficiency · Gossypium hirsutum (cotton)Positive and negative results

30 papers: 27 positive, 3 negative or no effect

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irrigation · physiology: water · Gossypium hirsutum (cotton)Positive and negative results

131 papers: 110 positive, 21 negative or no effect

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irrigation · yield · Gossypium hirsutum (cotton)Positive and negative results

399 papers: 304 positive, 95 negative or no effect

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fertilization · yield · Gossypium hirsutum (cotton)Positive and negative results

550 papers: 497 positive, 53 negative or no effect

496 papers in the same direction as this paper · 47 in the opposite direction · 6 reporting no difference from an alternative

  1. positive
  2. no effect
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fertilization · molecular: expression · Gossypium hirsutum (cotton)Results agree

3 papers: 3 positive, 0 negative or no effect

2 papers in the same direction as this paper

  1. positive
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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.