Paper · 2023 · Plants

Effect of Co-Application of Azospirillum brasilense and Rhizobium pisi on Wheat Performance and Soil Nutrient Status under Deficit and Partial Root Drying Stress

Bushra Ahmed Alhammad; Muhammad Saqlain Zaheer; Hafiz Haider Ali; et al.

10
claims
20
verbatim quotes
16
citations
3
research areas
✓
Open access · cc-by

Abstract

Water management techniques are improving at the farm level, but they are not enough to deal with the limited availability of water and increased crop yields. Soil microbes play a vital role in nitrogen fixation, improving soil fertility and enhancing plant growth hormones under drought conditions. Therefore, this study was conducted to investigate the impact of water management combined with Azospirillum brasilense and Rhizobium pisi on wheat crop productivity and soil properties in dry regions. Three water management techniques were compared, normal irrigation as a control (C), deficit irrigation (DI), and partial root drying irrigation (PRD), together with the interaction of plant-growth-promoting rhizobacteria (PGPR). Experiments were conducted with six treatments in total: T1 = C + No PGPR, T2 = C + PGPR, T3 = DI + No PGPR, T4 = DI + PGPR, T5 = PRD + No PGPR, and T6 = PRD + PGPR. The highest grain yield was achieved in the control irrigation treatment using seeds inoculated with rhizobacteria, followed by control treatment without any inoculation, and the lowest was recorded with deficit irrigation without rhizobacteria inoculated in the seeds. However, PRD irrigation resulted in significantly higher plant growth and grain yield than the DI treatment. PGPR inoculation combined with PRD resulted in a 22% and 20% higher number of grains per spike, a 19% and 21% higher grain yield, and a 25% and 22% higher crop growth rate compared to rhizobacteria inoculation combined with the DI system in 2021-22 and 2022-23, respectively. This increase was due to the higher production of growth hormones and higher leaf area index under water-limited conditions. A greater leaf area index leads to a higher chlorophyll content and higher food production for plant growth.

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 10

Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Inoculated control irrigation had the highest grain yield, followed by uninoculated control, while uninoculated deficit irrigation had the lowest.

Treatment
control irrigation treatment using seeds inoculated with rhizobacteriae0
Interactor
rhizobacteriaHyphomicrobialese0symbiont
Outcome
grain yielde0
Direction
higheste0

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

“The highest grain yield was achieved in the control irrigation treatment using seeds inoculated with rhizobacteria, followed by control treatment without any inoculation, and the lowest was recorded with deficit irrigation without rhizobacteria inoculated in the seeds.”

✓ located verbatim in the source · abstract, characters 898–1167 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

PRD irrigation produced significantly higher plant growth and grain yield than DI.

Treatment
PRD irrigatione0
Outcome
plant growth and grain yielde0
Direction
highere0
Comparator
DI treatmente0

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

“PRD irrigation resulted in significantly higher plant growth and grain yield than the DI treatment”

✓ located verbatim in the source · abstract, characters 1177–1275 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PGPR with PRD raised number of grains per spike by 22% versus PGPR with DI in 2021-22.

Treatment
PGPR inoculation combined with PRDe0
Interactor
rhizobacteriaHyphomicrobialese0symbiont
Outcome
number of grains per spikee0
Direction
highere0
Value
22%e0
Qualifier
2021-22e0
Comparator
rhizobacteria inoculation combined with the DI systeme0

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

“PGPR inoculation combined with PRD resulted in a 22% and 20% higher number of grains per spike, a 19% and 21% higher grain yield, and a 25% and 22% higher crop growth rate compared to rhizobacteria inoculation combined with the DI system in 2021-22 and 2022-23, respectively.”

✓ located verbatim in the source · abstract, characters 1277–1552 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PGPR with PRD raised number of grains per spike by 20% versus PGPR with DI in 2022-23.

Treatment
PGPR inoculation combined with PRDe0
Interactor
rhizobacteriaHyphomicrobialese0symbiont
Outcome
number of grains per spikee0
Direction
highere0
Value
20%e0
Qualifier
2022-23e0
Comparator
rhizobacteria inoculation combined with the DI systeme0

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

“PGPR inoculation combined with PRD resulted in a 22% and 20% higher number of grains per spike, a 19% and 21% higher grain yield, and a 25% and 22% higher crop growth rate compared to rhizobacteria inoculation combined with the DI system in 2021-22 and 2022-23, respectively.”

✓ located verbatim in the source · abstract, characters 1277–1552 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PGPR with PRD raised grain yield by 19% versus PGPR with DI in 2021-22.

Treatment
PGPR inoculation combined with PRDe0
Interactor
rhizobacteriaHyphomicrobialese0symbiont
Outcome
grain yielde0
Direction
highere0
Value
19%e0
Qualifier
2021-22e0
Comparator
rhizobacteria inoculation combined with the DI systeme0

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

“PGPR inoculation combined with PRD resulted in a 22% and 20% higher number of grains per spike, a 19% and 21% higher grain yield, and a 25% and 22% higher crop growth rate compared to rhizobacteria inoculation combined with the DI system in 2021-22 and 2022-23, respectively.”

✓ located verbatim in the source · abstract, characters 1277–1552 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PGPR with PRD raised grain yield by 21% versus PGPR with DI in 2022-23.

Treatment
PGPR inoculation combined with PRDe0
Interactor
rhizobacteriaHyphomicrobialese0symbiont
Outcome
grain yielde0
Direction
highere0
Value
21%e0
Qualifier
2022-23e0
Comparator
rhizobacteria inoculation combined with the DI systeme0

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

“PGPR inoculation combined with PRD resulted in a 22% and 20% higher number of grains per spike, a 19% and 21% higher grain yield, and a 25% and 22% higher crop growth rate compared to rhizobacteria inoculation combined with the DI system in 2021-22 and 2022-23, respectively.”

✓ located verbatim in the source · abstract, characters 1277–1552 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PGPR with PRD raised crop growth rate by 25% versus PGPR with DI in 2021-22.

Treatment
PGPR inoculation combined with PRDe0
Interactor
rhizobacteriaHyphomicrobialese0symbiont
Outcome
crop growth ratee0
Direction
highere0
Value
25%e0
Qualifier
2021-22e0
Comparator
rhizobacteria inoculation combined with the DI systeme0

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

“PGPR inoculation combined with PRD resulted in a 22% and 20% higher number of grains per spike, a 19% and 21% higher grain yield, and a 25% and 22% higher crop growth rate compared to rhizobacteria inoculation combined with the DI system in 2021-22 and 2022-23, respectively.”

✓ located verbatim in the source · abstract, characters 1277–1552 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PGPR with PRD raised crop growth rate by 22% versus PGPR with DI in 2022-23.

Treatment
PGPR inoculation combined with PRDe0
Interactor
rhizobacteriaHyphomicrobialese0symbiont
Outcome
crop growth ratee0
Direction
highere0
Value
22%e0
Qualifier
2022-23e0
Comparator
rhizobacteria inoculation combined with the DI systeme0

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

“PGPR inoculation combined with PRD resulted in a 22% and 20% higher number of grains per spike, a 19% and 21% higher grain yield, and a 25% and 22% higher crop growth rate compared to rhizobacteria inoculation combined with the DI system in 2021-22 and 2022-23, respectively.”

✓ located verbatim in the source · abstract, characters 1277–1552 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

The increase was attributed to higher growth hormone production and leaf area index under limited water.

Compound
growth hormonese0
Outcome
higher leaf area indexe0
Qualifier
water-limited conditionse0

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

“This increase was due to the higher production of growth hormones and higher leaf area index under water-limited conditions.”

✓ located verbatim in the source · abstract, characters 1553–1677 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

Greater leaf area index was said to increase chlorophyll content and food production.

Outcome
higher chlorophyll content and higher food productione0
Qualifier
greater leaf area indexe0

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

“A greater leaf area index leads to a higher chlorophyll content and higher food production for plant growth.”

✓ located verbatim in the source · abstract, characters 1678–1786 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 74–79 · show in text ↑

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

9 papers: 8 positive, 1 negative or no effect

7 papers in the same direction as this paper · 1 in the opposite direction

  1. no effect
  2. positive
  3. positive

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

35 papers: 25 positive, 10 negative or no effect

24 papers in the same direction as this paper · 9 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. no effect
  3. no effect

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

989 papers: 798 positive, 191 negative or no effect

797 papers in the same direction as this paper · 184 in the opposite direction · 7 reporting no difference from an alternative

  1. positive
  2. negative
  3. no effect

985 papers more in this group

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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.