Paper · 2024 · Global Change Biology

Seed quality under elevated CO2 differs in soybean cultivars with contrasting yield responses

Anthony Digrado; Christopher M. Montes; Ivan Baxter; et al.

13
claims
25
verbatim quotes
16
citations
2
research areas
✓
Open access · cc-by-nc-nd

Abstract

Abstract Reduced grain and seed nutrient content in crops grown under elevated CO 2 concentrations (eCO 2 ) have raised concerns about future food security. Studies have reported that different seed elements responded differently to eCO 2 . Additionally, the nutrient response to eCO 2 varied across species and cultivars. This study investigated the response of seed quality in two soybean cultivars (HS93‐4118 and Loda) previously shown to have different yield responses to eCO 2 . We show that seed quality responded differently to eCO 2 for the two cultivars and that elements were differentially impacted. The strongest declines under eCO 2 were observed for Al, Ca, Fe, and Se while P and Mn were unaffected. Seed protein content increased under eCO 2 for the two cultivars. Oil content, however, showed a negative relationship with yield and declined under eCO 2 . Using path analysis, we show that eCO 2 reduced the seed content for some elements through increasing seed yield, effectively diluting the elemental concentrations, while other elements were reduced in a yield‐independent manner. Despite the decline in the seed concentration for some elements, the overall yield per hectare of elements, protein, and oil under eCO 2 increased because of greater seed yield. We quantified the economic impact of altered seed composition and show that the decline in oil content with increasing soybean yield at eCO 2 could adversely impact profits.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc-nd. 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

Associationobservedoriginal resultmeasured

Claim · model-written summary

Seed quality responded differently to elevated CO2 in two cultivars.

Taxon
soybeanGlycine maxt0
Material
two cultivarse0
Treatment
eCO 2e0
Outcome
seed qualitye0
Direction
differentlye0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“seed quality responded differently to eCO 2 for the two cultivars”

✓ located verbatim in the source · abstract, characters 497–562 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Seed Al, Ca and Fe showed strong declines under elevated CO2.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
Al, Ca, Fee0
Direction
strongest declinese0

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

“The strongest declines under eCO 2 were observed for Al, Ca, Fe, and Se”

✓ located verbatim in the source · abstract, characters 611–682 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Seed Se showed a strong decline under elevated CO2.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
See0
Direction
strongest declinese0

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

“The strongest declines under eCO 2 were observed for Al, Ca, Fe, and Se”

✓ located verbatim in the source · abstract, characters 611–682 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Seed P and Mn were unaffected by elevated CO2.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
P and Mne0
Direction
unaffectede0

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

“The strongest declines under eCO 2 were observed for Al, Ca, Fe, and Se while P and Mn were unaffected”

✓ located verbatim in the source · abstract, characters 611–713 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Seed protein content increased under elevated CO2 in both cultivars.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
Seed protein contente0
Direction
increasede0
Qualifier
two cultivarse0

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

“Seed protein content increased under eCO 2 for the two cultivars”

✓ located verbatim in the source · abstract, characters 715–779 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Oil content was negatively related to yield.

Taxon
soybeanGlycine maxt0
Outcome
Oil contente0
Direction
negative relationshipe0
Comparator
yielde0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Oil content, however, showed a negative relationship with yield”

✓ located verbatim in the source · abstract, characters 781–844 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Oil content declined under elevated CO2.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
Oil contente0
Direction
declinede0

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

“Oil content, however, showed a negative relationship with yield and declined under eCO 2”

✓ located verbatim in the source · abstract, characters 781–869 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Mechanismobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 reduced some seed elements through greater yield and dilution.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
seed content for some elementse0
Direction
reducede0
Qualifier
increasing seed yield, effectively diluting the elemental concentrationse0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“eCO 2 reduced the seed content for some elements through increasing seed yield, effectively diluting the elemental concentrations”

✓ located verbatim in the source · abstract, characters 906–1035 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Other seed elements declined independently of yield.

Taxon
soybeanGlycine maxt0
Outcome
other elementse0
Direction
reducede0
Qualifier
yield‐independent mannere0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“other elements were reduced in a yield‐independent manner”

✓ located verbatim in the source · abstract, characters 1043–1100 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Element yield per hectare increased under elevated CO2.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
yield per hectare of elementse0
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

“overall yield per hectare of elements, protein, and oil under eCO 2 increased because of greater seed yield”

✓ located verbatim in the source · abstract, characters 1171–1278 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Protein yield per hectare increased under elevated CO2.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
proteine0
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

“overall yield per hectare of elements, protein, and oil under eCO 2 increased because of greater seed yield”

✓ located verbatim in the source · abstract, characters 1171–1278 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Oil yield per hectare increased under elevated CO2.

Taxon
soybeanGlycine maxt0
Treatment
eCO 2e0
Outcome
oile0
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

“overall yield per hectare of elements, protein, and oil under eCO 2 increased because of greater seed yield”

✓ located verbatim in the source · abstract, characters 1171–1278 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 43–50 · show in text ↑
Associationauthor interpretationoriginal resultnegativemeasured

Claim · model-written summary

Declining oil content with increasing yield under elevated CO2 could adversely affect profits.

Taxon
soybeanGlycine maxe0
Treatment
eCO 2e0
Outcome
profitse0
Direction
declinee0
Qualifier
could adversely impacte0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“the decline in oil content with increasing soybean yield at eCO 2 could adversely impact profits”

✓ located verbatim in the source · abstract, characters 1356–1452 · show in text ↑

co2 · quality: protein · Glycine max (soybean)Results differ

9 papers: 1 positive, 8 negative or no effect

8 in the opposite direction

  1. negative
  2. no effect
  3. negative

5 papers more in this group

See all 9 papers →

co2 · quality: oil · Glycine max (soybean)Positive and negative results

4 papers: 2 positive, 2 negative or no effect

1 paper in the same direction as this paper · 2 in the opposite direction

  1. positive
  2. negative
  3. positive
See all 4 papers →

co2 · nutrient: content · Glycine max (soybean)Positive and negative results

27 papers: 12 positive, 15 negative or no effect

14 papers in the same direction as this paper · 12 in the opposite direction

  1. positive
  2. positive
  3. negative

23 papers more in this group

See all 27 papers →

co2 · yield · Glycine max (soybean)Positive and negative results

96 papers: 86 positive, 10 negative or no effect

85 papers in the same direction as this paper · 10 in the opposite direction

  1. positive
  2. positive
  3. positive

92 papers more in this group

See all 96 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.