Paper · 2021 · Scientific Reports

Livestock integration into soybean systems improves long-term system stability and profits without compromising crop yields

Pedro Arthur de Albuquerque Nunes; Emilio Andrés Laca; Paulo César de Faccio Carvalho; et al.

9
claims
18
verbatim quotes
49
citations
1
research areas
✓
Open access · cc-by

Abstract

Climate models project greater weather variability over the coming decades. High yielding systems that can maintain stable crop yields under variable environmental scenarios are critical to enhance food security. However, the effect of adding a trophic level (i.e. herbivores) on the long-term stability of agricultural systems is not well understood. We used a 16-year dataset from an integrated soybean-beef cattle experiment to measure the impacts of grazing on the stability of key crop, pasture, animal and whole-system outcomes. Treatments consisted of four grazing intensities (10, 20, 30 and 40 cm sward height) on mixed black oat (Avena strigosa) and Italian ryegrass (Lolium multiflorum) pastures and an ungrazed control. Stability of both human-digestible protein production and profitability increased at moderate to light grazing intensities, while over-intensification or absence of grazing decreased system stability. Grazing did not affect subsequent soybean yields but reduced the chance of crop failure and financial loss in unfavorable years. At both lighter and heavier grazing intensities, tradeoffs occurred between the stability of herbage production and animal live weight gains. We show that ecological intensification of specialized soybean systems using livestock integration can increase system stability and profitability, but the probability of win-win outcomes depends on management.

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 9

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Moderate to light grazing increased stability of human-digestible protein production.

Taxon
soybeanGlycine maxt0
Treatment
moderate to light grazing intensitiese0
Outcome
human-digestible protein productione0
Direction
increasede0

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

“Stability of both human-digestible protein production and profitability increased at moderate to light grazing intensities”

✓ located verbatim in the source · abstract, characters 732–854 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Moderate to light grazing increased profitability stability.

Taxon
soybeanGlycine maxt0
Treatment
moderate to light grazing intensitiese0
Outcome
profitabilitye0
Direction
increasede0

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

“Stability of both human-digestible protein production and profitability increased at moderate to light grazing intensities”

✓ located verbatim in the source · abstract, characters 732–854 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Over-intensification decreased system stability.

Taxon
soybeanGlycine maxt0
Treatment
over-intensificatione0
Outcome
system stabilitye0
Direction
decreasede0

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

“over-intensification or absence of grazing decreased system stability”

✓ located verbatim in the source · abstract, characters 862–931 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Absence of grazing decreased system stability.

Taxon
soybeanGlycine maxt0
Treatment
absence of grazinge0
Outcome
system stabilitye0
Direction
decreasede0

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

“over-intensification or absence of grazing decreased system stability”

✓ located verbatim in the source · abstract, characters 862–931 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Grazing did not affect subsequent soybean yield.

Taxon
soybeanGlycine maxt0
Treatment
Grazinge0
Outcome
subsequent soybean yieldse0
Direction
did not affecte0

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

“Grazing did not affect subsequent soybean yields”

✓ located verbatim in the source · abstract, characters 933–981 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Grazing reduced crop failure risk in unfavorable years.

Taxon
soybeanGlycine maxt0
Treatment
Grazinge0
Outcome
chance of crop failuree0
Direction
reducede0
Qualifier
unfavorable yearse0

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

“Grazing did not affect subsequent soybean yields but reduced the chance of crop failure and financial loss in unfavorable years.”

✓ located verbatim in the source · abstract, characters 933–1061 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Grazing reduced risk of financial loss in unfavorable years.

Taxon
soybeanGlycine maxt0
Treatment
Grazinge0
Outcome
financial losse0
Direction
reducede0
Qualifier
unfavorable yearse0

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

“Grazing did not affect subsequent soybean yields but reduced the chance of crop failure and financial loss in unfavorable years.”

✓ located verbatim in the source · abstract, characters 933–1061 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultmixedmeasured

Claim · model-written summary

Light grazing entailed a tradeoff between herbage stability and animal live weight gains.

Taxon
soybeanGlycine maxt0
Treatment
lightere0
Outcome
tradeoffs occurred between the stability of herbage production and animal live weight gainse0

Not reportedComparatorDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“At both lighter and heavier grazing intensities, tradeoffs occurred between the stability of herbage production and animal live weight gains.”

✓ located verbatim in the source · abstract, characters 1062–1203 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑
Intervention effectobservedoriginal resultmixedmeasured

Claim · model-written summary

Heavy grazing entailed a tradeoff between herbage stability and animal live weight gains.

Taxon
soybeanGlycine maxt0
Treatment
heavier grazing intensitiese0
Outcome
tradeoffs occurred between the stability of herbage production and animal live weight gainse0

Not reportedComparatorDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“At both lighter and heavier grazing intensities, tradeoffs occurred between the stability of herbage production and animal live weight gains.”

✓ located verbatim in the source · abstract, characters 1062–1203 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 27–34 · show in text ↑

grazing · yield · Glycine max (soybean)Results differ

22 papers: 8 positive, 14 negative or no effect

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

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

18 papers more in this group

See all 22 papers →

light · quality: protein · Glycine max (soybean)Positive and negative results

8 papers: 4 positive, 4 negative or no effect

3 papers in the same direction as this paper · 4 in the opposite direction

  1. no effect
  2. no effect
  3. negative

4 papers more in this group

See all 8 papers →

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

71 papers: 50 positive, 21 negative or no effect

49 papers in the same direction as this paper · 21 in the opposite direction

  1. no effect
    Photoperiod extension generally did not affect harvest index.

    Stability of Soybean Harvest Index1 · 1984 · compared with position nearest the lamps

    Opposite direction

  2. negative
  3. no effect

67 papers more in this group

See all 71 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.