Paper · 2024 · Frontiers in Sustainable Food Systems

Soybean yield variability and predictability from applied phosphorus sources and rhizobia inoculation in Northern Nigeria

Muhammad Rabiu Kabiru; Alfred Balenor Buernor; Sara Dahhani; et al.

7
claims
13
verbatim quotes
5
citations
4
research areas
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Open access · cc-by

Abstract

Supplementing soybean plants with phosphorus (P) and inoculation with effective rhizobia (Rh) strains enhance grain yield and profits and promotes sustainable agricultural practices in Nigeria. Limited field data exists on the effects of P forms (e.g., less soluble rock-P) on yield improvement with Rh or alone. We conducted a study where we grew soybeans in two agroecological zones (AEZs), i.e., Sudan (SS) and the Northern Guinea Savanna (NGS) of Nigeria. The P-treatments included no phosphorus (no-P), half the recommended amount of less soluble rock phosphate (RP), plus half the amount of water-soluble triple super phosphate (TSP). Soybean plants were subjected to one of the three different strains of Bradyrhizobia: Bradyrhizobium elkanii (Be), B. japonicum (Bj), or B. diazoefficiens strain (Bd). Control and nitrogen (40 kg N ha −1 ) treatments were included. The number of nodules, dry weights (DW), and shoot biomass weight were measured at flowering. A linear mixed model predicted grain yield and nodules DW variables from the managed and environmental factors, including manganese (Mn), magnesium (Mg), and the two AEZs. Soybean yield for ½RP + ½TSP gave a 27.4% relative increase to the control. Plants inoculated with the Be strain displayed the highest grain yield under the NGS soils. The linear mixed regression explained the yield and nodule variation with a trained root means square value of 0.87 and 0.82, respectively. The P sources, Rh inoculation, and the inoculated strains explained the yield variation well. Additionally, the soil-Mn content negatively impacted the yield, while the increasing soil-Mg enhanced nodule dry weight. Studies on the required Mn availability and forms in soil and the threshold concentrations of Mg for optimal N 2 fixation and yield of soybeans are discussed.

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Claims 7

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The combined phosphorus sources increased soybean yield by 27.4% relative to control.

Taxon
SoybeanGlycine maxe0
Treatment
½RP + ½TSPe0
Outcome
Soybean yielde0
Direction
increasee0
Value
27.4%e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Soybean yield for ½RP + ½TSP gave a 27.4% relative increase to the control.”

✓ located verbatim in the source · abstract, characters 1139–1214 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Be-inoculated soybean had the highest grain yield in NGS soils.

Taxon
SoybeanGlycine maxe1
Treatment
inoculated with the Be straine0
Interactor
Bee0symbiont
Outcome
grain yielde0
Direction
higheste0
Setting
NGS soilse0

Not reportedComparator

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Plants inoculated with the Be strain displayed the highest grain yield under the NGS soils.”

✓ located verbatim in the source · abstract, characters 1215–1306 · show in text ↑
e1

“Soybean plants were subjected to one of the three different strains of Bradyrhizobia: Bradyrhizobium elkanii (Be)”

✓ located verbatim in the source · abstract, characters 641–754 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The regression predicted soybean yield with a trained root means square value of 0.87.

Taxon
SoybeanGlycine maxe1
Outcome
yielde0
Value
0.87e0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The linear mixed regression explained the yield and nodule variation with a trained root means square value of 0.87 and 0.82, respectively.”

✓ located verbatim in the source · abstract, characters 1307–1446 · show in text ↑
e1

“Soybean yield”

✓ located verbatim in the source · abstract, characters 1139–1152 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The regression predicted nodule variation with a trained root means square value of 0.82.

Taxon
SoybeanGlycine maxe1
Outcome
nodule variatione0
Value
0.82e0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The linear mixed regression explained the yield and nodule variation with a trained root means square value of 0.87 and 0.82, respectively.”

✓ located verbatim in the source · abstract, characters 1307–1446 · show in text ↑
e1

“Soybean plants”

✓ located verbatim in the source · abstract, characters 641–655 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Phosphorus sources, rhizobial inoculation, and strain identity explained soybean yield variation.

Taxon
SoybeanGlycine maxe1
Treatment
P sources, Rh inoculation, and the inoculated strainse0
Outcome
yield variatione0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The P sources, Rh inoculation, and the inoculated strains explained the yield variation well.”

✓ located verbatim in the source · abstract, characters 1447–1540 · show in text ↑
e1

“Soybean yield”

✓ located verbatim in the source · abstract, characters 1139–1152 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Soil manganese content was negatively associated with soybean yield.

Taxon
SoybeanGlycine maxe1
Compound
soil-Mne0
Outcome
yielde0
Direction
negativelye0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“the soil-Mn content negatively impacted the yield”

✓ located verbatim in the source · abstract, characters 1555–1604 · show in text ↑
e1

“Soybean yield”

✓ located verbatim in the source · abstract, characters 1139–1152 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Increasing soil magnesium was associated with enhanced soybean nodule dry weight.

Taxon
SoybeanGlycine maxe1
Compound
soil-Mge0
Outcome
nodule dry weighte0
Direction
enhancede0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“the increasing soil-Mg enhanced nodule dry weight”

✓ located verbatim in the source · abstract, characters 1612–1661 · show in text ↑
e1

“Soybean plants”

✓ located verbatim in the source · abstract, characters 641–655 · show in text ↑

inoculation · yield · Glycine max (soybean)Positive and negative results

566 papers: 491 positive, 75 negative or no effect

490 papers in the same direction as this paper · 63 in the opposite direction · 12 reporting no difference from an alternative

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