Paper · 1991 · Agronomy Journal

Suitability of Corn Growth Models for Incorporation of Weed and Insect Stresses

A. Retta; R. L. Vanderlip; R. A. Higgins; et al.

10
claims
28
verbatim quotes
39
citations
3
research areas
—
Not open access

Abstract

Abstract Shattercane [ Sorghum bicolor (L.) Moench] and second generation European corn borer (ECB) [ Ostrinia nubililis (Hubner)] are pests that singly or in combination reduce corn ( Zea maize L.) production in the northcentral regions of the USA. Shattercane reduces corn growth and yield because it competes effectively with corn for light and water. Second generation ECB larvae, in tunneling through the vascular system, apparently affect yield by disrupting water and photosynthate movements. Pest models may be linked to physiological models for assessing the effects of pest stresses on corn growth and yield. CERES‐Maize and CORNF corn growth models were chosen to test accuracy and consistency in predicting corn growth and yield parameters. The objectives were to evaluate corn growth models to which pest models could be attached and to test the sensitivity of the selected model to variations in light and water. Simulated leaf area index; vegetative, grain, and total biomass; and yield components were compared to measured data. CERES‐Maize modified for leaf growth and phenology computations (VO/SAT) gave more accurate predictions of date of silking (bias = 1 d) than CORNF (bias = 6 d) or original version CERES‐Maize (bias = −5 d). Accurate estimation of phenology is important because the severity of yield reduction from ECB infestation is dependent on the stage of growth. Sensitivity of VO/SAT to reductions in light and water inputs was tested by simulating combinations of light and water levels ranging from 50 to 100% of actual. A 50% reduction in light resulted in average reductions of 26% in yield, 16% in kernel weight, 16% in kernel number, and 20% in leaf area index. Similarly, a 50% reduction in precipitation resulted in average reductions of 47% in yield, 51% in kernel weight, 1% in kernel number, and 1% in leaf area index. The combination model showed adequate sensitivity to light and water, and thus could be modified to mimic weed competition.

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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 10

Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

The VO/SAT corn model predicted silking date more accurately than CORNF, with a bias of 1 d.

Outcome
predictions of date of silkinge1
Direction
more accuratee1
Value
bias = 1 de1
Comparator
CORNFe1

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
e1

“gave more accurate predictions of date of silking (bias = 1 d) than CORNF (bias = 6 d)”

✓ located verbatim in the source · abstract, characters 1118–1204 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in light reduced simulated corn yield by 26% relative to actual conditions.

Treatment
50% reduction in lighte2
Outcome
yielde2
Direction
reductionse2
Value
26%e2
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“A 50% reduction in light resulted in average reductions of 26% in yield, 16% in kernel weight, 16% in kernel number, and 20% in leaf area index”

✓ located verbatim in the source · abstract, characters 1557–1700 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in light reduced simulated corn kernel weight by 16% relative to actual conditions.

Treatment
50% reduction in lighte2
Outcome
kernel weighte2
Direction
reductionse2
Value
16%e2
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“A 50% reduction in light resulted in average reductions of 26% in yield, 16% in kernel weight, 16% in kernel number, and 20% in leaf area index”

✓ located verbatim in the source · abstract, characters 1557–1700 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in light reduced simulated corn kernel number by 16% relative to actual conditions.

Treatment
50% reduction in lighte2
Outcome
kernel numbere2
Direction
reductionse2
Value
16%e2
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“A 50% reduction in light resulted in average reductions of 26% in yield, 16% in kernel weight, 16% in kernel number, and 20% in leaf area index”

✓ located verbatim in the source · abstract, characters 1557–1700 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in light reduced simulated leaf area index by 20% relative to actual conditions.

Treatment
50% reduction in lighte2
Outcome
leaf area indexe2
Direction
reductionse2
Value
20%e2
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“A 50% reduction in light resulted in average reductions of 26% in yield, 16% in kernel weight, 16% in kernel number, and 20% in leaf area index”

✓ located verbatim in the source · abstract, characters 1557–1700 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in precipitation reduced simulated corn yield by 47% relative to actual conditions.

Treatment
50% reduction in precipitatione3
Outcome
yielde3
Direction
reductionse3
Value
47%e3
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e3

“A 50% reduction in precipitation resulted in average reductions of 47% in yield, 51% in kernel weight, 1% in kernel number, and 1% in leaf area index”

✓ located after whitespace/quote normalisation · abstract, characters 1713–1862 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in precipitation reduced simulated corn kernel weight by 51% relative to actual conditions.

Treatment
50% reduction in precipitatione3
Outcome
kernel weighte3
Direction
reductionse3
Value
51%e3
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e3

“A 50% reduction in precipitation resulted in average reductions of 47% in yield, 51% in kernel weight, 1% in kernel number, and 1% in leaf area index”

✓ located after whitespace/quote normalisation · abstract, characters 1713–1862 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in precipitation reduced simulated corn kernel number by 1% relative to actual conditions.

Treatment
50% reduction in precipitatione3
Outcome
kernel numbere3
Direction
reductionse3
Value
1%e3
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e3

“A 50% reduction in precipitation resulted in average reductions of 47% in yield, 51% in kernel weight, 1% in kernel number, and 1% in leaf area index”

✓ located after whitespace/quote normalisation · abstract, characters 1713–1862 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

A 50% reduction in precipitation reduced simulated leaf area index by 1% relative to actual conditions.

Treatment
50% reduction in precipitatione3
Outcome
leaf area indexe3
Direction
reductionse3
Value
1%e3
Comparator
actuale4

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e3

“A 50% reduction in precipitation resulted in average reductions of 47% in yield, 51% in kernel weight, 1% in kernel number, and 1% in leaf area index”

✓ located after whitespace/quote normalisation · abstract, characters 1713–1862 · show in text ↑
e4

“ranging from 50 to 100% of actual”

✓ located verbatim in the source · abstract, characters 1522–1555 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑
Observationauthor interpretationoriginal resultsimulated

Claim · model-written summary

The combined corn model shows adequate sensitivity to light and water and could be modified to mimic weed competition.

Outcome
adequate sensitivity to light and watere5

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

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e5

“The combination model showed adequate sensitivity to light and water, and thus could be modified to mimic weed competition”

✓ located verbatim in the source · abstract, characters 1864–1986 · show in text ↑
e0

“reduce corn ( Zea maize L.) production”

✓ located verbatim in the source · abstract, characters 171–209 · show in text ↑

rainfall · growth · Zea mays (maize)Results differ

24 papers: 8 positive, 16 negative or no effect

15 papers in the same direction as this paper · 8 in the opposite direction

  1. positive
  2. positive
  3. positive

20 papers more in this group

See all 24 papers →

light · yield · Zea mays (maize)Positive and negative results

48 papers: 17 positive, 31 negative or no effect

30 papers in the same direction as this paper · 17 in the opposite direction

  1. positive
  2. positive
  3. positive

44 papers more in this group

See all 48 papers →

light · growth · Zea mays (maize)Positive and negative results

57 papers: 29 positive, 28 negative or no effect

27 papers in the same direction as this paper · 29 in the opposite direction

  1. positive
  2. positive
  3. positive

53 papers more in this group

See all 57 papers →

rainfall · yield · Zea mays (maize)Positive and negative results

70 papers: 34 positive, 36 negative or no effect

35 papers in the same direction as this paper · 34 in the opposite direction

  1. positive
  2. positive
  3. positive

66 papers more in this group

See all 70 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.