Paper · 2011 · Shengtaixue zazhi

Ecological model for predicting the protein and oil contents in cottonseed

Zhou Zhi-guo

8
claims
8
verbatim quotes
0
citations
3
research areas
—
Not open access

Abstract

Taking different cotton cultivars with different maturity stage as test materials,a field experiment of two sowing dates and three N application rates was conducted in the lower reaches of Yangtze River basin(Nanjing and Huai'an) and Yellow River basin(Xuzhou and Anyang),with the effects of cultivar,main meteorological conditions,and N application rate on the cottonseed protein and oil contents analyzed,aimed to understand the quantitative relations of cottonseed protein and oil contents with environmental factors.Besides cotton cultivar,the major factors affecting the cottonseed protein and oil contents were in the sequence of the mean air temperature at bolling stage,solar radiation,and N application rate.The optimum mean air temperature for the production of cottonseed protein and oil at bolling stage was 26.1 ℃ and 25.7 ℃,respectively.Sufficient illumination did not favor the enhancement of cottonseed protein and oil contents.Increasing N application rate increased the cottonseed protein content but decreased the cottonseed oil content.Based on the statistical analyses,an ecological model for predicting cottonseed protein and oil contents was established,taking cultivar,mean air temperature and solar radiation at bolling stage,and N application rate as the input parameters,being easy to be operated.The root mean square error(RMSE) of the prediction of cottonseed protein content and oil content by the model was 2.03% and 2.54%,respectively,showing a good predictability of the model.

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Claims 8

Associationobservedoriginal resultmeasured

Claim · model-written summary

Mean air temperature at bolling stage was the leading factor after cultivar for cottonseed protein and oil, followed by solar radiation and nitrogen rate.

Organ / stage
cottonseede0
Outcome
cottonseed protein and oil contentse0
Setting
mean air temperature at bolling stagee0

Not reportedDirection

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Besides cotton cultivar,the major factors affecting the cottonseed protein and oil contents were in the sequence of the mean air temperature at bolling stage,solar radiation,and N application rate”

✓ located verbatim in the source · abstract, characters 520–716 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

The optimum bolling-stage temperature for cottonseed protein production was 26.1 ℃.

Outcome
production of cottonseed proteine0
Direction
optimume0
Value
26.1 ℃e0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The optimum mean air temperature for the production of cottonseed protein and oil at bolling stage was 26.1 ℃ and 25.7 ℃,respectively”

✓ located verbatim in the source · abstract, characters 717–850 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

The optimum bolling-stage temperature for cottonseed oil production was 25.7 ℃.

Outcome
cottonseed protein and oile0
Direction
optimume0
Value
25.7 ℃e0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The optimum mean air temperature for the production of cottonseed protein and oil at bolling stage was 26.1 ℃ and 25.7 ℃,respectively”

✓ located verbatim in the source · abstract, characters 717–850 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Sufficient illumination did not favor higher cottonseed protein and oil contents.

Outcome
cottonseed protein and oil contentse0
Direction
did not favor the enhancemente0
Setting
Sufficient illuminatione0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Sufficient illumination did not favor the enhancement of cottonseed protein and oil contents”

✓ located verbatim in the source · abstract, characters 851–943 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Increasing nitrogen rate raised cottonseed protein content.

Treatment
Increasing N application ratee0
Outcome
cottonseed protein contente0
Direction
increasede0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Increasing N application rate increased the cottonseed protein content but decreased the cottonseed oil content”

✓ located verbatim in the source · abstract, characters 944–1055 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Increasing nitrogen rate lowered cottonseed oil content.

Treatment
Increasing N application ratee0
Outcome
cottonseed oil contente0
Direction
decreasede0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Increasing N application rate increased the cottonseed protein content but decreased the cottonseed oil content”

✓ located verbatim in the source · abstract, characters 944–1055 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The model predicted cottonseed protein with an RMSE of 2.03%.

Outcome
prediction of cottonseed protein contente0
Value
2.03%e0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The root mean square error(RMSE) of the prediction of cottonseed protein content and oil content by the model was 2.03% and 2.54%,respectively”

✓ located verbatim in the source · abstract, characters 1324–1466 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The model predicted cottonseed oil with an RMSE of 2.54%.

Outcome
oil contente0
Value
2.54%e0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The root mean square error(RMSE) of the prediction of cottonseed protein content and oil content by the model was 2.03% and 2.54%,respectively”

✓ located verbatim in the source · abstract, characters 1324–1466 · show in text ↑

nitrogen · quality: oil · Gossypium hirsutum (cotton)Positive and negative results

10 papers: 7 positive, 3 negative or no effect

2 papers in the same direction as this paper · 7 in the opposite direction

  1. positive
  2. positive
  3. positive

6 papers more in this group

See all 10 papers →

nitrogen · quality: protein · Gossypium hirsutum (cotton)Results agree

16 papers: 16 positive, 0 negative or no effect

15 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

12 papers more in this group

See all 16 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.