Paper · 2024 · European Journal of Agronomy

Benefits of soybean co-inoculation with Bradyrhizobium spp. and Azospirillum brasilense: Large-scale validation with farmers in Brazil

André Mateus Prando; Julierme Zimmer Barbosa; Arnold Barbosa de Oliveira; et al.

8
claims
23
verbatim quotes
33
citations
2
research areas
✓
Open access · cc-by

Abstract

The global contribution of biological nitrogen fixation (BNF) to soybean production ranks Brazil as the leading country. In 2013/2014, a new technology based on soybean co-inoculation with Bradyrhizobium spp. and Azospirillum brasilense strains Ab-V5 and Ab-V6 was released, and here we report a five-year set of extension activities in Paraná state, southern Brazil, to demonstrate the benefits of co-inoculation. In total, 273 technical reference units (TRUs) were installed in two main soybean macro-regions, all showing naturalized populations of soybean bradyrhizobia. In each TRU, side-by-side plots consisting of soybean seeds non-inoculated or co-inoculated with Bradyrhizobium spp. and A. brasilense were installed, and 260 TRUs were evaluated for nodulation and 242 for grain yield. Consistent nodulation increases, of up to 350% were observed in every cropping season, with an average significant (p < 0.01) increase of 35% in the five-year period. Similarly, grain yield increased up to 80% due to co-inoculation, with an average significant (p < 0.01) increase of 8%, corresponding to 273 kg ha−1. The increases were confirmed in the two macro-regions and different levels of grain yield, from low (<3000 kg ha−1) to high (>4000 kg ha−1). In the five-year period, 3299 small farmers were reached (farms of ∼50 ha) and the average profit due to co-inoculation was estimated at US$ 111.5 ha−1 per cropping season. In addition, we discuss environmental benefits associated with the mitigation of greenhouse gases emissions, estimated at 350 kg ha−1 of CO2-e, in addition to soil N enrichment.

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 resultpositivemeasured

Claim · model-written summary

Co-inoculation raised soybean nodulation by up to 350% each season.

Taxon
soybeanGlycine maxt0
Treatment
co-inoculated with Bradyrhizobium spp. and A. brasilensee1
Interactor
Bradyrhizobium spp.Bradyrhizobiume1symbiont
Second interactor
A. brasilenseAzospirillum brasilensee1symbiont
Outcome
nodulatione0
Direction
increasese0
Value
up to 350%e0
Comparator
non-inoculatede1

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗
Bradyrhizobium
Bradyrhizobium · Interactor · picture of the genus (one of its species)Louisa Howard - Dartmouth Electron Microscope Facility · Public domain · Wikimedia Commons ↗
Azospirillum brasilense
Azospirillum brasilense · Second interactorCristiane Colodel · CC BY 4.0 · iNaturalist ↗

Verbatim

e0

“Consistent nodulation increases, of up to 350% were observed in every cropping season”

✓ located verbatim in the source · abstract, characters 793–878 · show in text ↑
e1

“soybean seeds non-inoculated or co-inoculated with Bradyrhizobium spp. and A. brasilense”

✓ located verbatim in the source · abstract, characters 620–708 · show in text ↑
t0

“soybean co-inoculation with Bradyrhizobium spp. and Azospirillum brasilense”

✓ located verbatim in the source · title, characters 12–87 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Co-inoculation raised mean soybean nodulation by 35% across five years.

Taxon
soybeanGlycine maxt0
Treatment
co-inoculated with Bradyrhizobium spp. and A. brasilensee2
Interactor
Bradyrhizobium spp.Bradyrhizobiume2symbiont
Second interactor
A. brasilenseAzospirillum brasilensee2symbiont
Outcome
nodulatione1
Direction
increasee0
Value
35%e0
Qualifier
five-year periode0
Comparator
non-inoculatede2

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗
Bradyrhizobium
Bradyrhizobium · Interactor · picture of the genus (one of its species)Louisa Howard - Dartmouth Electron Microscope Facility · Public domain · Wikimedia Commons ↗
Azospirillum brasilense
Azospirillum brasilense · Second interactorCristiane Colodel · CC BY 4.0 · iNaturalist ↗

Verbatim

e0

“an average significant (p < 0.01) increase of 35% in the five-year period.”

✓ located verbatim in the source · abstract, characters 885–959 · show in text ↑
e1

“Consistent nodulation increases, of up to 350% were observed in every cropping season”

✓ located verbatim in the source · abstract, characters 793–878 · show in text ↑
e2

“soybean seeds non-inoculated or co-inoculated with Bradyrhizobium spp. and A. brasilense”

✓ located verbatim in the source · abstract, characters 620–708 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 12–19 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Co-inoculation raised soybean grain yield by up to 80%.

Taxon
soybeanGlycine maxt0
Treatment
co-inoculated with Bradyrhizobium spp. and A. brasilensee1
Interactor
Bradyrhizobium spp.Bradyrhizobiume1symbiont
Second interactor
A. brasilenseAzospirillum brasilensee1symbiont
Outcome
grain yielde0
Direction
increasede0
Value
up to 80%e0
Comparator
non-inoculatede1

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗
Bradyrhizobium
Bradyrhizobium · Interactor · picture of the genus (one of its species)Louisa Howard - Dartmouth Electron Microscope Facility · Public domain · Wikimedia Commons ↗
Azospirillum brasilense
Azospirillum brasilense · Second interactorCristiane Colodel · CC BY 4.0 · iNaturalist ↗

Verbatim

e0

“grain yield increased up to 80% due to co-inoculation”

✓ located verbatim in the source · abstract, characters 971–1024 · show in text ↑
e1

“soybean seeds non-inoculated or co-inoculated with Bradyrhizobium spp. and A. brasilense”

✓ located verbatim in the source · abstract, characters 620–708 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 12–19 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Co-inoculation raised mean grain yield 8%, equivalent to 273 kg ha−1.

Taxon
soybeanGlycine maxt0
Treatment
co-inoculated with Bradyrhizobium spp. and A. brasilensee2
Interactor
Bradyrhizobium spp.Bradyrhizobiume2symbiont
Second interactor
A. brasilenseAzospirillum brasilensee2symbiont
Outcome
grain yielde1
Direction
increasee0
Value
8%e0
Qualifier
273 kg ha−1e0
Comparator
non-inoculatede2

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗
Bradyrhizobium
Bradyrhizobium · Interactor · picture of the genus (one of its species)Louisa Howard - Dartmouth Electron Microscope Facility · Public domain · Wikimedia Commons ↗
Azospirillum brasilense
Azospirillum brasilense · Second interactorCristiane Colodel · CC BY 4.0 · iNaturalist ↗

Verbatim

e0

“an average significant (p < 0.01) increase of 8%, corresponding to 273 kg ha−1.”

✓ located verbatim in the source · abstract, characters 1031–1110 · show in text ↑
e1

“Similarly, grain yield increased up to 80% due to co-inoculation”

✓ located verbatim in the source · abstract, characters 960–1024 · show in text ↑
e2

“soybean seeds non-inoculated or co-inoculated with Bradyrhizobium spp. and A. brasilense”

✓ located verbatim in the source · abstract, characters 620–708 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 12–19 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Nodulation and yield increases were confirmed across two regions and yield levels.

Taxon
soybeanGlycine maxt0
Outcome
The increasese0
Direction
increasese1
Qualifier
different levels of grain yielde0
Setting
two macro-regionse0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The increases were confirmed in the two macro-regions and different levels of grain yield, from low (<3000 kg ha−1) to high (>4000 kg ha−1).”

✓ located verbatim in the source · abstract, characters 1111–1251 · show in text ↑
e1

“Consistent nodulation increases”

✓ located verbatim in the source · abstract, characters 793–824 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 12–19 · show in text ↑
Observationobservedoriginal resultpositivesimulated

Claim · model-written summary

Mean profit from soybean co-inoculation was estimated at US$ 111.5 ha−1 per season.

Taxon
soybeanGlycine maxt0
Treatment
co-inoculatione0
Outcome
average profite0
Value
US$ 111.5 ha−1e0

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 average profit due to co-inoculation was estimated at US$ 111.5 ha−1 per cropping season.”

✓ located verbatim in the source · abstract, characters 1331–1424 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 12–19 · show in text ↑
Observationobservedoriginal resultpositivesimulated

Claim · model-written summary

Co-inoculation was associated with estimated greenhouse gas mitigation of 350 kg ha−1 CO2-e.

Taxon
soybeanGlycine maxt0
Treatment
co-inoculationt0
Outcome
mitigation of greenhouse gases emissionse0
Value
350 kg ha−1 of CO2-ee0

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

“environmental benefits associated with the mitigation of greenhouse gases emissions, estimated at 350 kg ha−1 of CO2-e”

✓ located verbatim in the source · abstract, characters 1449–1567 · show in text ↑
t0

“soybean co-inoculation”

✓ located verbatim in the source · title, characters 12–34 · show in text ↑
Observationauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Co-inoculation was associated with soil N enrichment.

Taxon
soybeanGlycine maxt0
Treatment
co-inoculationt0
Outcome
soil N enrichmente0

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

“in addition to soil N enrichment.”

✓ located verbatim in the source · abstract, characters 1569–1602 · show in text ↑
t0

“soybean co-inoculation”

✓ located verbatim in the source · title, characters 12–34 · show in text ↑

Azospirillum brasilense · yield · Glycine max (soybean)Results differ

18 papers: 14 positive, 4 negative or no effect

13 papers in the same direction as this paper · 3 in the opposite direction · 1 reporting no difference from an alternative

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

14 papers more in this group

See all 18 papers →

Bradyrhizobium · yield · Glycine max (soybean)Results differ

36 papers: 32 positive, 4 negative or no effect

31 papers in the same direction as this paper · 3 in the opposite direction · 1 reporting no difference from an alternative

  1. no effect
  2. negative
  3. no effect

32 papers more in this group

See all 36 papers →

Bradyrhizobium · symbiosis · Glycine max (soybean)Positive and negative results

19 papers: 18 positive, 1 negative or no effect

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

  1. negative
  2. positive
  3. positive

15 papers more in this group

See all 19 papers →

Azospirillum brasilense · symbiosis · Glycine max (soybean)Results agree

3 papers: 3 positive, 0 negative or no effect

2 papers in the same direction as this paper

  1. positive
  2. positive
See all 3 papers →

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

310 papers: 265 positive, 45 negative or no effect

264 papers in the same direction as this paper · 43 in the opposite direction · 2 reporting no difference from an alternative

  1. positive
  2. positive
  3. positive

306 papers more in this group

See all 310 papers →

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

  1. positive
  2. positive
  3. positive

562 papers more in this group

See all 566 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.