Paper · 2013 · The Crop Journal

Three photosynthetic patterns characterized by cluster analysis of gas exchange data in two rice populations

Zaisong Ding; Tao Li; Xianguo Zhu; et al.

8
claims
20
verbatim quotes
13
citations
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research areas
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Open access · cc-by-nc-nd

Abstract

Plant photosynthetic rate is affected by stomatal status and internal CO2 carboxylation. Understanding which process determines photosynthetic rate is essential for developing strategies for breeding crops with high photosynthetic efficiency. In this study, we identified different physiological patterns of photosynthetic rate in two different rice populations. Photosynthetic gas exchange parameters were measured during the flowering stage in two rice populations. Clustering and correlation analyses were performed on the resulting data. Five or six groups were defined by K-means clustering according to differences in net photosynthetic rates (Pn). According to differences in stomatal conductance (gs) and carboxylation efficiency (CE), each group was clustered into three subgroups characterized by physiological patterns stomatal pattern, carboxylation pattern, and intermediate pattern. Pn was significantly correlated with gs (r = 0.810) and CE (r = 0.531). Pn was also significantly correlated with gs and CE in the three physiological patterns. The correlation coefficients were highest in the stomatal pattern (0.905 and 0.957) and lowest in the carboxylation pattern (0.825 and 0.859). Higher correlation coefficients between Pn and gs or CE in the three physiological patterns indicate that clustering is very important for understanding factors limiting rice photosynthesis.

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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 8

Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

K-means clustering defined five or six groups by net photosynthetic rate.

Outcome
groups were defined by K-means clusteringe0
Value
Five or sixe0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“Five or six groups were defined by K-means clustering according to differences in net photosynthetic rates (Pn)”

✓ located verbatim in the source · abstract, characters 542–653 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Each photosynthetic-rate group split into stomatal, carboxylation and intermediate patterns.

Outcome
three subgroups characterized by physiological patterns stomatal pattern, carboxylation pattern, and intermediate patterne0
Value
threee0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“each group was clustered into three subgroups characterized by physiological patterns stomatal pattern, carboxylation pattern, and intermediate pattern”

✓ located verbatim in the source · abstract, characters 744–895 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Net photosynthetic rate correlated significantly with stomatal conductance at r = 0.810.

Outcome
net photosynthetic ratese1
Value
r = 0.810e0
Qualifier
stomatal conductancee2

Not reportedOrgan / stageSettingDirection

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“Pn was significantly correlated with gs (r = 0.810) and CE (r = 0.531)”

✓ located verbatim in the source · abstract, characters 897–967 · show in text ↑
e1

“net photosynthetic rates (Pn)”

✓ located verbatim in the source · abstract, characters 624–653 · show in text ↑
e2

“stomatal conductance (gs)”

✓ located verbatim in the source · abstract, characters 683–708 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Net photosynthetic rate correlated significantly with carboxylation efficiency at r = 0.531.

Outcome
net photosynthetic ratese1
Value
r = 0.531e0
Qualifier
carboxylation efficiencye2

Not reportedOrgan / stageSettingDirection

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“Pn was significantly correlated with gs (r = 0.810) and CE (r = 0.531)”

✓ located verbatim in the source · abstract, characters 897–967 · show in text ↑
e1

“net photosynthetic rates (Pn)”

✓ located verbatim in the source · abstract, characters 624–653 · show in text ↑
e2

“carboxylation efficiency (CE)”

✓ located verbatim in the source · abstract, characters 713–742 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Photosynthetic rate also correlated significantly with conductance and carboxylation efficiency within all three patterns.

Outcome
Pne0
Qualifier
gs and CE in the three physiological patternse0

Not reportedSettingDirection

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“Pn was also significantly correlated with gs and CE in the three physiological patterns”

✓ located verbatim in the source · abstract, characters 969–1056 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The stomatal pattern had the highest correlation coefficients, 0.905 and 0.957.

Outcome
correlation coefficientse0
Direction
higheste0
Value
0.905 and 0.957e0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“The correlation coefficients were highest in the stomatal pattern (0.905 and 0.957)”

✓ located verbatim in the source · abstract, characters 1058–1141 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The carboxylation pattern had the lowest correlation coefficients, 0.825 and 0.859.

Outcome
carboxylation patterne0
Direction
loweste0
Value
0.825 and 0.859e0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“lowest in the carboxylation pattern (0.825 and 0.859)”

✓ located verbatim in the source · abstract, characters 1146–1199 · show in text ↑
Method / resourceauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

The authors interpret the pattern-specific correlations as evidence that clustering helps identify limits to rice photosynthesis.

Outcome
clustering is very important for understanding factors limiting rice photosynthesise0
Comparator
three physiological patternse0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

t0

“rice populations”

✓ located verbatim in the source · title, characters 92–108 · show in text ↑
e0

“Higher correlation coefficients between Pn and gs or CE in the three physiological patterns indicate that clustering is very important for understanding factors limiting rice photosynthesis”

✓ located verbatim in the source · abstract, characters 1201–1390 · show in text ↑