Paper · 2004 · Agronomy Journal

Graphic Analysis of Genotype, Environment, Nitrogen Fertilizer, and Their Interactions on Spring Wheat Yield

B. L. Ma; W. Yan; L. M. Dwyer; et al.

10
claims
21
verbatim quotes
108
citations
3
research areas
—
Not open access

Abstract

Interest in growing hard red spring wheat ( Triticum aestivum L.) in eastern Canada is increasing due to its potential returns relative to other small‐grain cereals and oilseed crops. The objectives of this study were to determine the effects of year, site, genotype, N application, and their interactions on the yield of hard red spring wheat (HRSW) and to demonstrate the application of the recently developed biplot methodology in visualizing agronomic research data. Ten HRSW cultivars were grown in five locations across three provinces from 1998 to 2000, constituting a total of 11 year–site combinations. In each environment, four levels of fertilizer N (50, 100, 150, and 200 kg ha −1 ) were applied. The N main effect, N × environment interaction, and N × genotype interaction were not significant. However, biplot analysis did reveal crossover N × environment interactions: Although higher N rates generally led to higher yield, the opposite was true in some environments. This was attributed to heavy Fusarium head blight ( Fusarium graminearum Schwabe) and/or foliar diseases in these environments, which was exacerbated by higher N rates. The strong genotype × environment interactions were mainly associated with two cultivars that yielded well in most environments but very poorly in two environments in which Fusarium head blight was severe. This study thus highlighted the importance of Fusarium head blight resistance in HRSW production in eastern Canada. An environment × factor biplot was described for the first time, which was highly effective in revealing the interrelationship among environmental factors and in revealing the weather and soil patterns of the environments.

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Claims 10

Intervention effectobservedoriginal resultnot significant (as stated)measured

Claim · model-written summary

The main nitrogen effect on wheat yield was not significant.

Treatment
Ne0
Outcome
yieldt1

Not reportedComparatorDirection

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 N main effect, N × environment interaction, and N × genotype interaction were not significant.”

✓ located verbatim in the source · abstract, characters 709–807 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
t1

“Spring Wheat Yield”

✓ located verbatim in the source · title, characters 90–108 · show in text ↑
Associationobservedoriginal resultnot significant (as stated)measured

Claim · model-written summary

The nitrogen by environment interaction was not significant.

Treatment
Ne0
Outcome
N × environment interactione0

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

“The N main effect, N × environment interaction, and N × genotype interaction were not significant.”

✓ located verbatim in the source · abstract, characters 709–807 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
Associationobservedoriginal resultnot significant (as stated)measured

Claim · model-written summary

The nitrogen by genotype interaction was not significant.

Treatment
Ne0
Outcome
N × genotype interactione0

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

“The N main effect, N × environment interaction, and N × genotype interaction were not significant.”

✓ located verbatim in the source · abstract, characters 709–807 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
Intervention effectobservedoriginal resultmixedmeasured

Claim · model-written summary

Higher nitrogen rates generally raised wheat yield, with crossover effects across environments.

Treatment
higher N ratese0
Outcome
yielde0
Direction
highere0
Qualifier
some 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

“Although higher N rates generally led to higher yield, the opposite was true in some environments.”

✓ located verbatim in the source · abstract, characters 884–982 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

In some environments, higher nitrogen rates lowered wheat yield.

Treatment
higher N ratese0
Outcome
yielde0
Qualifier
some environmentse0

Not reportedComparatorDirection

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

“Although higher N rates generally led to higher yield, the opposite was true in some environments.”

✓ located verbatim in the source · abstract, characters 884–982 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

Higher nitrogen rates exacerbated Fusarium head blight or foliar diseases in some environments.

Treatment
higher N ratese0
Interactor
Fusarium graminearum SchwabeFusarium graminearume0pathogen
Outcome
Fusarium head blighte0
Qualifier
these environmentse0

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 ↗
Fusarium graminearum
Fusarium graminearum · InteractorScot Nelson from Honolulu, USA · CC0 · Wikimedia Commons ↗

Verbatim

e0

“This was attributed to heavy Fusarium head blight ( Fusarium graminearum Schwabe) and/or foliar diseases in these environments, which was exacerbated by higher N rates.”

✓ located verbatim in the source · abstract, characters 983–1151 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Two wheat cultivars yielded well in most environments but very poorly in two with severe Fusarium head blight.

Material
two cultivarse0
Interactor
FusariumFusariume1pathogen
Outcome
yieldede0
Direction
very poorlye0
Setting
two environmentse0

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 ↗
Fusarium
Fusarium · Interactor · picture of the genus (one of its species)Public domain · Wikimedia Commons ↗

Verbatim

e0

“two cultivars that yielded well in most environments but very poorly in two environments in which Fusarium head blight was severe.”

✓ located verbatim in the source · abstract, characters 1227–1357 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
e1

“Fusarium head blight ( Fusarium graminearum Schwabe)”

✓ located verbatim in the source · abstract, characters 1012–1064 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Fusarium head blight resistance was highlighted as important to spring wheat production in eastern Canada.

Taxon
HRSWe0
Interactor
FusariumFusariume0pathogen
Outcome
Fusarium head blight resistancee0
Setting
eastern Canadae0

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

Fusarium
Fusarium · Interactor · picture of the genus (one of its species)Public domain · Wikimedia Commons ↗

Verbatim

e0

“This study thus highlighted the importance of Fusarium head blight resistance in HRSW production in eastern Canada.”

✓ located verbatim in the source · abstract, characters 1358–1473 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

The environment by factor biplot effectively revealed relations among environmental factors.

Outcome
interrelationship among environmental factorse0
Value
highly effectivee0

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

“An environment × factor biplot was described for the first time, which was highly effective in revealing the interrelationship among environmental factors and in revealing the weather and soil patterns of the environments.”

✓ located verbatim in the source · abstract, characters 1474–1696 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

The environment by factor biplot effectively revealed weather and soil patterns.

Outcome
weather and soil patterns of the environmentse0
Value
highly effectivee0

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

“An environment × factor biplot was described for the first time, which was highly effective in revealing the interrelationship among environmental factors and in revealing the weather and soil patterns of the environments.”

✓ located verbatim in the source · abstract, characters 1474–1696 · show in text ↑
t0

“Spring Wheat”

✓ located verbatim in the source · title, characters 90–102 · show in text ↑

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

2,061 papers: 1,737 positive, 324 negative or no effect

323 papers in the same direction as this paper · 1,737 in the opposite direction

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  3. positive

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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.