Paper · 2019 · Journal of Experimental Botany

Modelling impact of early vigour on wheat yield in dryland regions

Zhigan Zhao; Greg J Rebetzke; Bangyou Zheng; et al.

6
claims
10
verbatim quotes
62
citations
2
research areas
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Open access · cc-by-nc

Abstract

Early vigour, or faster early leaf area development, has been considered an important trait for rainfed wheat in dryland regions such as Australia. However, early vigour is a genetically complex trait, and results from field experiments have been highly variable. Whether early vigour can lead to improved water use efficiency and crop yields is strongly dependent on climate and management conditions across the entire growing season. Here, we present a modelling framework for simulating the impact of early vigour on wheat growth and yield at eight sites representing the major climate types in Australia. On a typical soil with plant available water capacity (PAWC) of 147 mm, simulated yield increase with early vigour associated with larger seed size was on average 4% higher compared with normal vigour wheat. Early vigour through selection of doubled early leaf sizes could increase yield by 16%. Increase in yield was mainly from increase in biomass and grain number, and was reduced at sites with seasonal rainfall plus initial soil water <300 mm. Opportunities exists for development of early vigour wheat varieties for wetter sites. Soil PAWC could play a significant role in delivering the benefit of early vigour and would require particular attention.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc. 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 6

Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Early vigour from larger seed size increased simulated yield by 4% over normal vigour wheat on the specified soil.

Treatment
early vigour associated with larger seed sizee0
Outcome
yielde0
Direction
highere0
Value
4%e0
Qualifier
plant available water capacity (PAWC) of 147 mme0
Comparator
normal vigour wheate0

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

“On a typical soil with plant available water capacity (PAWC) of 147 mm, simulated yield increase with early vigour associated with larger seed size was on average 4% higher compared with normal vigour wheat.”

✓ located verbatim in the source · abstract, characters 609–816 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Doubling early leaf sizes could increase simulated wheat yield by 16%.

Treatment
doubled early leaf sizese0
Outcome
yielde0
Direction
increasee0
Value
16%e0

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

“Early vigour through selection of doubled early leaf sizes could increase yield by 16%.”

✓ located verbatim in the source · abstract, characters 817–904 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 36–41 · show in text ↑
Mechanismauthor interpretationoriginal resultsimulated

Claim · model-written summary

Simulated yield gains arose mainly from increased biomass and grain number.

Outcome
yielde0
Qualifier
increase in biomass and grain numbere0

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

“Increase in yield was mainly from increase in biomass and grain number”

✓ located verbatim in the source · abstract, characters 905–975 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 36–41 · show in text ↑
Associationobservedoriginal resultnegativesimulated

Claim · model-written summary

Yield gains were reduced at sites with rainfall plus initial soil water below 300 mm.

Outcome
yieldt0
Direction
reducede0
Qualifier
seasonal rainfall plus initial soil water <300 mme0
Setting
sitese0

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

“was reduced at sites with seasonal rainfall plus initial soil water <300 mm.”

✓ located verbatim in the source · abstract, characters 981–1057 · show in text ↑
t0

“wheat yield”

✓ located verbatim in the source · title, characters 36–47 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors identify wetter sites as opportunities for early vigour wheat varieties.

Outcome
development of early vigour wheat varieties for wetter sitese0

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

“Opportunities exists for development of early vigour wheat varieties for wetter sites.”

✓ located verbatim in the source · abstract, characters 1058–1144 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors advise attention to soil PAWC to obtain early vigour benefits.

Outcome
particular attentione0
Qualifier
Soil PAWCe0

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

“Soil PAWC could play a significant role in delivering the benefit of early vigour and would require particular attention.”

✓ located verbatim in the source · abstract, characters 1145–1266 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 36–41 · show in text ↑

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

14 papers: 11 positive, 3 negative or no effect

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

  1. no effect
  2. negative
  3. negative

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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.