Paper · 2022 · Frontiers in Plant Science

Modulation of Wheat Yield Components in Response to Management Intensification to Reduce Yield Gaps

Brent R. Jaenisch; Lucas B. Munaro; S. V. Krishna Jagadish; et al.

15
claims
32
verbatim quotes
46
citations
3
research areas
✓
Open access · cc-by

Abstract

Appropriate genotype selection and management can impact wheat ( Triticum aestivum L.) yield in dryland environments, but their impact on yield components and their role in yield modulation are not well understood. Our objectives were to evaluate the yield response of commercial winter wheat genotypes to different management practices reflecting a stepwise increase in management intensity (including a reduction in crop density under high input), and to quantify how the different yield components modulate wheat yield. A factorial experiment evaluated six management (M) intensities [“farmer practice” (FP), “enhanced fertility” (EF), “ecological intensification” (EI), “increased foliar protection” (IFP), “water-limited yield” (Yw), and “increased plant productivity” (IPP)] and four winter wheat genotypes (G) in four Kansas environments (E). Average grain yield was 4.9 Mg ha –1 and ranged from 2.0 to 7.4 Mg ha –1 , with significant two-way interactions (E × M and E × G). The EF usually maximized yields in dry environments, while EI, which consisted of EF plus one fungicide application, maximized yields in environments with greater water availability. Across all sources of variation, kernels m –2 and aboveground biomass were the strongest modulators of yield as compared to kernel weight and harvest index, while spikes m –2 and kernels spike –1 modulated yields at a similar magnitude. Foliar fungicides improved yield through increased green canopy cover duration and greater radiation intercepted during grain filling. When crop density was reduced from 2.7 to 1.1 million plants per hectare in an otherwise high-input system, plants produced more productive tillers (with genotype-specific response); however, reduced green canopy cover at anthesis and reduced cumulative solar radiation intercepted during grain filling limited wheat yield—although large differences in canopy cover or intercepted radiation were needed to cause modest changes in yield. Treatments more intensive than EI were not warranted as EF or EI maximized yields at all environments, and practices that promote biomass and kernels m –2 are to be targeted for future increases in wheat yield.

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 15

Observationobservedoriginal resultmeasured

Claim · model-written summary

Grain yield averaged 4.9 Mg ha –1 and ranged from 2.0 to 7.4 Mg ha –1.

Outcome
grain yielde0
Value
4.9 Mg ha –1e0
Qualifier
2.0 to 7.4 Mg ha –1e0

Not reportedDirection

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Average grain yield was 4.9 Mg ha –1 and ranged from 2.0 to 7.4 Mg ha –1”

✓ located verbatim in the source · abstract, characters 850–922 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Environment by management and environment by genotype interactions for yield were significant.

Outcome
grain yielde1
Qualifier
E × M and E × Ge0
Setting
E × Me0

Not reportedDirection

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“with significant two-way interactions (E × M and E × G)”

✓ located verbatim in the source · abstract, characters 925–980 · show in text ↑
e1

“Average grain yield was 4.9 Mg ha –1”

✓ located verbatim in the source · abstract, characters 850–886 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Enhanced fertility usually maximized yield in dry environments.

Treatment
“enhanced fertility” (EF)e1
Outcome
yieldse0
Direction
maximizede0
Qualifier
dry environmentse0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The EF usually maximized yields in dry environments”

✓ located verbatim in the source · abstract, characters 982–1033 · show in text ↑
e1

““enhanced fertility” (EF)”

✓ located verbatim in the source · abstract, characters 612–637 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Ecological intensification maximized yield in wetter environments.

Treatment
“ecological intensification” (EI)e1
Outcome
yieldse0
Direction
maximizede0
Qualifier
environments with greater water availabilitye0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“EI, which consisted of EF plus one fungicide application, maximized yields in environments with greater water availability”

✓ located verbatim in the source · abstract, characters 1041–1163 · show in text ↑
e1

““ecological intensification” (EI)”

✓ located verbatim in the source · abstract, characters 639–672 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Kernels m –2 and aboveground biomass were the strongest yield modulators compared with kernel weight and harvest index.

Outcome
yielde0
Direction
strongeste0
Qualifier
kernels m –2 and aboveground biomasse0
Comparator
kernel weight and harvest indexe0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“kernels m –2 and aboveground biomass were the strongest modulators of yield as compared to kernel weight and harvest index”

✓ located verbatim in the source · abstract, characters 1198–1320 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Spikes m –2 and kernels spike –1 modulated yield with similar magnitude.

Outcome
yieldse0
Direction
similar magnitudee0
Comparator
spikes m –2 and kernels spike –1e0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“spikes m –2 and kernels spike –1 modulated yields at a similar magnitude”

✓ located verbatim in the source · abstract, characters 1328–1400 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Foliar fungicides improved yield.

Treatment
Foliar fungicidese0
Outcome
yielde0
Direction
improvede0
Qualifier
increased green canopy cover duration and greater radiation intercepted during grain fillinge0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Foliar fungicides improved yield through increased green canopy cover duration and greater radiation intercepted during grain filling.”

✓ located verbatim in the source · abstract, characters 1402–1536 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Foliar fungicides increased green canopy cover duration.

Treatment
Foliar fungicidese0
Outcome
green canopy cover duratione0
Direction
increasede0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Foliar fungicides improved yield through increased green canopy cover duration and greater radiation intercepted during grain filling.”

✓ located verbatim in the source · abstract, characters 1402–1536 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Foliar fungicides increased radiation intercepted during grain filling.

Treatment
Foliar fungicidese0
Outcome
radiation intercepted during grain fillinge0
Direction
greatere0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Foliar fungicides improved yield through increased green canopy cover duration and greater radiation intercepted during grain filling.”

✓ located verbatim in the source · abstract, characters 1402–1536 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Reducing crop density increased productive tillers with genotype-specific responses.

Treatment
crop density was reduced from 2.7 to 1.1 million plants per hectaree0
Outcome
productive tillerse0
Direction
moree0
Qualifier
genotype-specific responsee0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“When crop density was reduced from 2.7 to 1.1 million plants per hectare in an otherwise high-input system, plants produced more productive tillers (with genotype-specific response)”

✓ located verbatim in the source · abstract, characters 1537–1718 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Reduced canopy cover at anthesis limited wheat yield.

Organ / stage
anthesise0
Outcome
wheat yielde0
Direction
limitede0
Qualifier
reduced green canopy covere0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“reduced green canopy cover at anthesis and reduced cumulative solar radiation intercepted during grain filling limited wheat yield”

✓ located verbatim in the source · abstract, characters 1729–1859 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Reduced radiation interception during grain filling limited wheat yield.

Organ / stage
grain fillinge0
Outcome
wheat yielde0
Direction
limitede0
Qualifier
reduced cumulative solar radiation interceptede0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“reduced green canopy cover at anthesis and reduced cumulative solar radiation intercepted during grain filling limited wheat yield”

✓ located verbatim in the source · abstract, characters 1729–1859 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Large differences in canopy cover or intercepted radiation caused only modest yield changes.

Outcome
changes in yielde0
Direction
modeste0
Comparator
large differences in canopy cover or intercepted radiatione0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“large differences in canopy cover or intercepted radiation were needed to cause modest changes in yield”

✓ located verbatim in the source · abstract, characters 1869–1972 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Management more intensive than ecological intensification was not warranted.

Outcome
Treatments more intensive than EI were not warrantede0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Treatments more intensive than EI were not warranted as EF or EI maximized yields at all environments”

✓ located verbatim in the source · abstract, characters 1974–2075 · show in text ↑
t0

“Wheat”

✓ located verbatim in the source · title, characters 14–19 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors recommend practices that promote biomass and kernels m –2 for future yield gains.

Outcome
practices that promote biomass and kernels m –2e0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“practices that promote biomass and kernels m –2 are to be targeted for future increases in wheat yield”

✓ located verbatim in the source · abstract, characters 2081–2183 · show in text ↑

fungicide · growth · Triticum aestivum (wheat)Results differ

53 papers: 42 positive, 11 negative or no effect

41 papers in the same direction as this paper · 11 in the opposite direction

  1. negative
  2. negative
  3. no effect

49 papers more in this group

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fungicide · yield · Triticum aestivum (wheat)Positive and negative results

262 papers: 232 positive, 30 negative or no effect

231 papers in the same direction as this paper · 30 in the opposite direction

  1. positive
  2. positive
  3. positive

258 papers more in this group

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application · growth · Triticum aestivum (wheat)Positive and negative results

307 papers: 273 positive, 34 negative or no effect

272 papers in the same direction as this paper · 32 in the opposite direction · 2 reporting no difference from an alternative

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

303 papers more in this group

See all 307 papers →

application · yield · Triticum aestivum (wheat)Positive and negative results

877 papers: 795 positive, 82 negative or no effect

794 papers in the same direction as this paper · 75 in the opposite direction · 7 reporting no difference from an alternative

  1. positive
  2. positive
  3. no effect

873 papers more in this group

See all 877 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.