Paper · 2020 · Transactions of the ASABE

Modeling Cotton Growth and Yield Response to Irrigation Practices for Thermally Limited Growing Seasons in Kansas

R. Louis Baumhardt; Lucas A. Haag; Prasanna H. Gowda; et al.

10
claims
18
verbatim quotes
8
citations
2
research areas
✓
Open access

Abstract

Highlights Later planting and greater site elevation or latitude decreased seasonal growing degree days and cotton yield in Kansas. Higher irrigation capacity (rate) usually increased lint yield, which was probably due to increased early boll load. Strategies for splitting land allocations between high irrigation rates and dryland did not increase production. Cotton may reduce irrigation withdrawals from the Ogallala aquifer, but the Kansas growing season limits production. Abstract . Precipitation in the western Great Plains averages about 450 mm, varying little with latitude and providing 40% to 80% of potential crop evapotranspiration (ETc). Supplemental irrigation is required to fully meet crop water demand, but the Ogallala or High Plains aquifer is essentially non-recharging south of Nebraska. Pumping water from this aquifer draws down water tables, leading to reduced water availability and deficit irrigation to produce an alternate crop such as cotton (Gossypium hirsutum L.) with a lower peak water demand than corn (Zea mays L.). Our objective was to compare simulated cotton yield response to emergence date, irrigation capacity, and application period at three western Kansas locations (Colby, Tribune, and Garden City) with varying seasonal energy or cumulative growing degree days (CGDD) and compare split center pivot deficit irrigation strategies with a fixed water supply (i.e., where portions of the center pivot land area are managed with different irrigation strategies). We used actual 1961-2000 location weather records with the GOSSYM simulation model to estimate yields of cotton planted into soil at 50% plant-available water for three emergence dates (DOY 145, 152, and 159) and all combinations of irrigation period (0, 4, 6, 8, and 10 weeks beginning at first square) and capacity (2.5, 3.75, and 5.0 mm d-1). Simulated lint yield and its ratio to ETc, or water use efficiency (WUE), consistently decreased with delayed planting (emergence) as location elevation or latitude increased due to effects on growing season CGDD. Depending on location, simulated cotton lint consistently increased (p = 0.05) for scenarios with increasing irrigation capacity, which promoted greater early season boll load, but not for durations exceeding 4 to 6 weeks, probably because later irrigation and fruiting did not complete maturation during the short growing season. Cotton WUE generally increased, with greater yields resulting from earlier emergence and early high-capacity irrigation. We calculated lower WUE where irrigation promoted vigorous growth with added fruiting forms that delayed maturation and reduced the fraction of open bolls. The irrigation strategy of focusing water at higher capacities on a portion of the center pivot in combination with the dryland balance did not increase net yields significantly at any location because the available seasonal energy limited potential crop growth and yield response to irrigation. However, the overall net lint yield was numerically larger for focused irrigation strategies at the southwest Kansas location (Garden City). Based on lint yields simulated under uniform or split center pivot deficit irrigation, we conclude that cotton is poorly suited as an alternative crop for central western and northwestern Kansas because of limited growing season CGDD. Keywords: Cotton, Crop simulation, Deficit irrigation, Evapotranspiration, Irrigation capacity, Split center pivot irrigation, Water use efficiency, Yield limiting factors.

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Claims 10

Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

Delayed emergence decreased simulated lint yield as location elevation or latitude increased.

Treatment
delayed planting (emergence)e0
Outcome
lint yielde0
Direction
decreasede0
Setting
location elevation or latitude 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

“Simulated lint yield and its ratio to ETc, or water use efficiency (WUE), consistently decreased with delayed planting (emergence) as location elevation or latitude increased”

✓ located verbatim in the source · abstract, characters 1851–2025 · show in text ↑
t0

“Cotton”

✓ located verbatim in the source · title, characters 9–15 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

Delayed emergence decreased simulated water use efficiency as elevation or latitude increased.

Treatment
delayed planting (emergence)e0
Outcome
water use efficiency (WUE)e0
Direction
decreasede0
Setting
location elevation or latitude 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

“Simulated lint yield and its ratio to ETc, or water use efficiency (WUE), consistently decreased with delayed planting (emergence) as location elevation or latitude increased”

✓ located verbatim in the source · abstract, characters 1851–2025 · show in text ↑
t0

“Cotton”

✓ located verbatim in the source · title, characters 9–15 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)simulated

Claim · model-written summary

Increasing irrigation capacity increased simulated cotton lint yield, depending on location.

Treatment
increasing irrigation capacitye0
Outcome
cotton linte0
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

“simulated cotton lint consistently increased (p = 0.05) for scenarios with increasing irrigation capacity”

✓ located verbatim in the source · abstract, characters 2088–2193 · show in text ↑
Intervention effectobservedoriginal resultno effectsimulated

Claim · model-written summary

Irrigation lasting beyond 4 to 6 weeks did not further increase lint yield.

Treatment
durations exceeding 4 to 6 weekse0
Outcome
cotton linte1

Not reportedComparatorDirection

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

“but not for durations exceeding 4 to 6 weeks”

✓ located verbatim in the source · abstract, characters 2242–2286 · show in text ↑
t0

“Cotton”

✓ located verbatim in the source · title, characters 9–15 · show in text ↑
e1

“cotton lint”

✓ located verbatim in the source · abstract, characters 2098–2109 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Earlier emergence and early high-capacity irrigation generally increased cotton WUE.

Treatment
earlier emergence and early high-capacity irrigatione0
Outcome
Cotton WUEe0
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

“Cotton WUE generally increased, with greater yields resulting from earlier emergence and early high-capacity irrigation”

✓ located verbatim in the source · abstract, characters 2396–2515 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Earlier emergence and early high-capacity irrigation produced greater yields.

Treatment
earlier emergence and early high-capacity irrigatione0
Outcome
yieldse0
Direction
greatere0

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

“greater yields resulting from earlier emergence and early high-capacity irrigation”

✓ located verbatim in the source · abstract, characters 2433–2515 · show in text ↑
t0

“Cotton”

✓ located verbatim in the source · title, characters 9–15 · show in text ↑
Associationobservedoriginal resultnegativesimulated

Claim · model-written summary

Irrigation-driven vigorous growth and delayed maturation lowered WUE.

Treatment
irrigatione0
Outcome
WUEe0
Direction
lowere0

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

“lower WUE where irrigation promoted vigorous growth with added fruiting forms that delayed maturation and reduced the fraction of open bolls”

✓ located verbatim in the source · abstract, characters 2531–2671 · show in text ↑
t0

“Cotton”

✓ located verbatim in the source · title, characters 9–15 · show in text ↑
Intervention effectobservedoriginal resultno effectnot significant (as stated)simulated

Claim · model-written summary

Concentrating high irrigation rates on part of a pivot did not significantly increase net yield.

Treatment
focusing water at higher capacities on a portion of the center pivot in combination with the dryland balancee0
Outcome
net yieldse0
Direction
did not increasee0

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

“focusing water at higher capacities on a portion of the center pivot in combination with the dryland balance did not increase net yields significantly at any location”

✓ located verbatim in the source · abstract, characters 2700–2866 · show in text ↑
t0

“Cotton”

✓ located verbatim in the source · title, characters 9–15 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Focused irrigation produced numerically larger net lint yield at Garden City.

Treatment
focused irrigation strategiese0
Outcome
overall net lint yielde0
Direction
largere0
Setting
Garden Citye0

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

“overall net lint yield was numerically larger for focused irrigation strategies at the southwest Kansas location (Garden City)”

✓ located verbatim in the source · abstract, characters 2982–3108 · show in text ↑
t0

“Cotton”

✓ located verbatim in the source · title, characters 9–15 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors conclude cotton is poorly suited as an alternative crop in central western and northwestern Kansas.

Outcome
poorly suited as an alternative crope0
Setting
central western and northwestern Kansase0

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

“cotton is poorly suited as an alternative crop for central western and northwestern Kansas because of limited growing season CGDD”

✓ located verbatim in the source · abstract, characters 3214–3343 · show in text ↑

sowing time · physiology: water · Gossypium hirsutum (cotton)Positive and negative results

4 papers: 1 positive, 3 negative or no effect

2 papers in the same direction as this paper · 1 in the opposite direction

  1. positive
  2. negative
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irrigation · organism · Gossypium hirsutum (cotton)Positive and negative results

22 papers: 15 positive, 7 negative or no effect

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sowing time · quality: grain · Gossypium hirsutum (cotton)Positive and negative results

39 papers: 23 positive, 16 negative or no effect

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irrigation · physiology: water · Gossypium hirsutum (cotton)Positive and negative results

131 papers: 110 positive, 21 negative or no effect

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  1. negative
  2. negative
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irrigation · quality: grain · Gossypium hirsutum (cotton)Positive and negative results

134 papers: 73 positive, 61 negative or no effect

72 papers in the same direction as this paper · 55 in the opposite direction · 6 reporting no difference from an alternative

  1. positive
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irrigation · yield · Gossypium hirsutum (cotton)Positive and negative results

399 papers: 304 positive, 95 negative or no effect

303 papers in the same direction as this paper · 86 in the opposite direction · 9 reporting no difference from an alternative

  1. no effect
  2. no effect
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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.