Paper · 2023 · Scholarworks (University of Massachusetts Amherst)

Modeling 'yield-population' relationships in soybean.

Mathew, Jomol P.

10
claims
18
verbatim quotes
0
citations
3
research areas
✓
Open access

Abstract

Our objectives were to evaluate the seed yield of soybean, and Duncan's model with respect to relationship between seed yield and plant population, and analyze the response of soybean seed yield components to light enrichment initiated at different growth stages. Duncan coined the term crowding to include the effects of density and planting pattern. Duncan's model states that there is a linear relationship between natural logarithm of yield plant−1 and crowding. Results of the studies fitting Duncan's model to the data obtained from different soybean cultivars planted at different densities and planting patterns indicated that the model can predict the changes in yield with changing densities and planting pattern especially if the variability in the data is low. In order to analyze the response of soybean seed yield components to non-destructive light enrichment initiated at different growth stages, light enrichment was imposed on the indeterminate soybean cultivar Evans by installing wire mesh fencing on either side of the center row to push the adjacent rows aside at different growth stages. Fences prevented plants in the neighboring rows from encroaching on the growing space of the center row plants. Pod number per plant and to a lesser extent seed size accounted for variation in seed yield. Light enrichment initiated at late vegetative or early flowering stages increased seed yield 217%, mainly by increasing pod number, while light enrichment beginning at early pod formation increased seed size 23%, resulting in a 115% increase in seed yield. Responses to light enrichment occurred proportionately across all node positions despite the differences in the time (15 to 20 days) of development of yield components at the different node positions. Although maximum seed size may be under genetic control in soybean plants, our results suggested seed size can still be modified by the environment with some internal control moderating the final size of most seeds in all pods. It indicates that plants are able to redistribute the available resources to components not yet determined, in an attempt to maintain or improve yield.

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Claims 10

Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Duncan’s model predicted yield changes across soybean density and planting patterns when variability was low.

Taxon
soybeanGlycine maxe0
Outcome
predict the changes in yielde0
Qualifier
if the variability in the data is lowe0
Comparator
different densities and planting patternse0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Results of the studies fitting Duncan's model to the data obtained from different soybean cultivars planted at different densities and planting patterns indicated that the model can predict the changes in yield with changing densities and planting pattern especially if the variability in the data is low.”

✓ located verbatim in the source · abstract, characters 467–772 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Pod number per plant accounted for variation in soybean seed yield.

Taxon
soybeanGlycine maxt0
Organ / stage
Pode0
Outcome
variation in seed yielde0

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

“Pod number per plant and to a lesser extent seed size accounted for variation in seed yield.”

✓ located verbatim in the source · abstract, characters 1223–1315 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Seed size contributed less than pod number to variation in soybean seed yield.

Taxon
soybeanGlycine maxt0
Organ / stage
seede0
Outcome
variation in seed yielde0

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

“Pod number per plant and to a lesser extent seed size accounted for variation in seed yield.”

✓ located verbatim in the source · abstract, characters 1223–1315 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Light enrichment starting at late vegetative or early flowering stages increased soybean seed yield 217%.

Taxon
soybeanGlycine maxt0
Organ / stage
late vegetative or early flowering stagese0
Treatment
Light enrichmente0
Outcome
seed yielde0
Direction
increasede0
Value
217%e0

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

“Light enrichment initiated at late vegetative or early flowering stages increased seed yield 217%, mainly by increasing pod number”

✓ located verbatim in the source · abstract, characters 1316–1446 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Light enrichment starting at late vegetative or early flowering stages increased soybean pod number.

Taxon
soybeanGlycine maxt0
Organ / stage
late vegetative or early flowering stagese0
Treatment
Light enrichmente0
Outcome
pod numbere0
Direction
increasinge0

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

“Light enrichment initiated at late vegetative or early flowering stages increased seed yield 217%, mainly by increasing pod number”

✓ located verbatim in the source · abstract, characters 1316–1446 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Light enrichment starting at early pod formation increased soybean seed size 23%.

Taxon
soybeanGlycine maxt0
Organ / stage
early pod formatione0
Treatment
light enrichmente0
Outcome
seed sizee0
Direction
increasede0
Value
23%e0

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

“light enrichment beginning at early pod formation increased seed size 23%, resulting in a 115% increase in seed yield.”

✓ located verbatim in the source · abstract, characters 1454–1572 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Light enrichment starting at early pod formation increased soybean seed yield 115%.

Taxon
soybeanGlycine maxt0
Organ / stage
early pod formatione0
Treatment
light enrichmente0
Outcome
seed yielde0
Direction
increasee0
Value
115%e0

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

“light enrichment beginning at early pod formation increased seed size 23%, resulting in a 115% increase in seed yield.”

✓ located verbatim in the source · abstract, characters 1454–1572 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Light enrichment responses were proportional across node positions despite 15 to 20 days of developmental difference.

Taxon
soybeanGlycine maxt0
Outcome
Responses to light enrichment occurred proportionately across all node positionse0
Value
15 to 20 dayse0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Responses to light enrichment occurred proportionately across all node positions despite the differences in the time (15 to 20 days) of development of yield components at the different node positions.”

✓ located verbatim in the source · abstract, characters 1573–1773 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

The authors infer that soybean seed size can be environmentally modified despite internal control.

Taxon
soybeanGlycine maxt0
Outcome
seed size can still be modifiede0
Qualifier
internal control moderating the final sizee0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“our results suggested seed size can still be modified by the environment with some internal control moderating the final size of most seeds in all pods.”

✓ located verbatim in the source · abstract, characters 1849–2001 · show in text ↑
t0

“soybean”

✓ located verbatim in the source · title, characters 45–52 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

The authors infer plants redistribute resources to still-developing yield components.

Taxon
plantsViridiplantaee0
Outcome
redistribute the available resourcese0
Qualifier
components not yet determinede0

Verbatim

e0

“plants are able to redistribute the available resources to components not yet determined, in an attempt to maintain or improve yield.”

✓ located verbatim in the source · abstract, characters 2020–2153 · show in text ↑

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

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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.