Paper · 2026 · VTechWorks (Virginia Tech)

Weed Technology

Makkar, Jasleen; Saini, Rupinder; Bajwa, Preetaman; et al.

9
claims
16
verbatim quotes
0
citations
2
research areas
—
Not open access

Abstract

Cotton production in the Texas High Plains faces significant challenges due to water scarcity resulting from uneven rainfall patterns and declining levels of the Ogallala aquifer. Deficit or reduced irrigation is one of the most common water management strategies to increase water use efficiency and cotton productivity in the region. However, deficit irrigation can affect herbicide efficacy on weeds. This study investigates how varying irrigation levels affect herbicide efficacy on weeds in cotton production systems. A two-year field study was conducted at Texas Tech University Quaker Research Farm in 2023 and 2024. The experiment was randomized three times in a split-plot design with two irrigation levels: I1 [100% crop evapotranspiration (ETc) replacement] and I2 [50% ETc replacement] as the main plot factor and different pre-emergent and post-emergent herbicide combinations as the subplot factor. Results indicated that reducing the irrigation level to I2 did not affect the total weed density or biomass production but resulted in decreased Palmer amaranth height and biomass production compared to I1. Among herbicide treatments, acetochlor, prometryn, or smetolachlor PRE fb glyphosate + acetochlor, prometryn, or s-metolachlor POST provided the most effective weed control, reducing total weed density, Palmer amaranth weed density and biomass compared to the untreated control and to PRE alone. Although I2 resulted in lower plant height in both years than I1, it produced comparable cotton biomass and lint yield. Among the herbicide treatments, PRE fb glyphosate + residual herbicide POST yielded significantly higher lint yield than the untreated control in both years. In conclusion, the study demonstrates that deficit irrigation is an effective water conservation technique that maintains cotton yield and herbicide efficacy. Additionally, using PRE fb POST herbicide combinations, farmers can achieve effective weed control and sustain cotton productivity in semi-arid regions.

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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 9

Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Reduced irrigation did not affect total weed density or biomass production.

Treatment
I2e0
Interactor
weede0weed
Outcome
total weed density or biomass productione0
Direction
did not affecte0
Setting
Texas High Plainse1

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

“reducing the irrigation level to I2 did not affect the total weed density or biomass production”

✓ located verbatim in the source · abstract, characters 936–1031 · show in text ↑
e1

“Cotton production in the Texas High Plains”

✓ located verbatim in the source · abstract, characters 0–42 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

I2 decreased Palmer amaranth height and biomass relative to I1.

Treatment
I2e0
Interactor
Palmer amaranthe0weed
Outcome
Palmer amaranth height and biomass productione0
Direction
decreasede0
Comparator
I1e0

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

“I2 did not affect the total weed density or biomass production but resulted in decreased Palmer amaranth height and biomass production compared to I1”

✓ located verbatim in the source · abstract, characters 969–1118 · show in text ↑
e1

“cotton production systems”

✓ located verbatim in the source · abstract, characters 496–521 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

PRE followed by glyphosate plus residual herbicide POST reduced total weed density compared with untreated control and PRE alone.

Treatment
acetochlor, prometryn, or smetolachlor PRE fb glyphosate + acetochlor, prometryn, or s-metolachlor POSTe0
Interactor
weede0weed
Outcome
total weed densitye0
Direction
reducinge0
Comparator
untreated control and to PRE alonee0

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

“acetochlor, prometryn, or smetolachlor PRE fb glyphosate + acetochlor, prometryn, or s-metolachlor POST provided the most effective weed control, reducing total weed density, Palmer amaranth weed density and biomass compared to the untreated control and to PRE alone”

✓ located verbatim in the source · abstract, characters 1148–1414 · show in text ↑
e1

“cotton production systems”

✓ located verbatim in the source · abstract, characters 496–521 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The same herbicide sequence reduced Palmer amaranth density and biomass compared with untreated control and PRE alone.

Treatment
acetochlor, prometryn, or smetolachlor PRE fb glyphosate + acetochlor, prometryn, or s-metolachlor POSTe0
Interactor
Palmer amaranthe0weed
Outcome
Palmer amaranth weed density and biomasse0
Direction
reducinge0
Comparator
untreated control and to PRE alonee0

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

“acetochlor, prometryn, or smetolachlor PRE fb glyphosate + acetochlor, prometryn, or s-metolachlor POST provided the most effective weed control, reducing total weed density, Palmer amaranth weed density and biomass compared to the untreated control and to PRE alone”

✓ located verbatim in the source · abstract, characters 1148–1414 · show in text ↑
e1

“cotton production systems”

✓ located verbatim in the source · abstract, characters 496–521 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

I2 produced lower cotton plant height than I1 in both years.

Treatment
I2e0
Outcome
plant heighte0
Direction
lowere0
Qualifier
in both yearse0
Comparator
I1e0

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

“I2 resulted in lower plant height in both years than I1”

✓ located verbatim in the source · abstract, characters 1425–1480 · show in text ↑
e1

“Cotton production in the Texas High Plains”

✓ located verbatim in the source · abstract, characters 0–42 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

I2 produced cotton biomass and lint yield comparable to I1.

Treatment
I2e1
Outcome
cotton biomass and lint yielde0
Direction
comparablee0
Comparator
I1e1

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

“it produced comparable cotton biomass and lint yield”

✓ located verbatim in the source · abstract, characters 1482–1534 · show in text ↑
e1

“I2 resulted in lower plant height in both years than I1”

✓ located verbatim in the source · abstract, characters 1425–1480 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

PRE followed by glyphosate plus residual herbicide POST gave significantly higher cotton lint yield than untreated control in both years.

Treatment
PRE fb glyphosate + residual herbicide POSTe0
Outcome
lint yielde0
Direction
highere0
Qualifier
in both yearse0
Comparator
untreated controle0

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

“PRE fb glyphosate + residual herbicide POST yielded significantly higher lint yield than the untreated control in both years”

✓ located verbatim in the source · abstract, characters 1568–1692 · show in text ↑
e1

“cotton production systems”

✓ located verbatim in the source · abstract, characters 496–521 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors recommend deficit irrigation to conserve water while maintaining cotton yield and herbicide efficacy.

Outcome
deficit irrigation is an effective water conservation technique that maintains cotton yield and herbicide efficacye0

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

“deficit irrigation is an effective water conservation technique that maintains cotton yield and herbicide efficacy”

✓ located verbatim in the source · abstract, characters 1737–1851 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors recommend PRE followed by POST herbicide combinations for weed control and cotton productivity.

Outcome
using PRE fb POST herbicide combinations, farmers can achieve effective weed control and sustain cotton productivitye0

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

“using PRE fb POST herbicide combinations, farmers can achieve effective weed control and sustain cotton productivity in semi-arid regions”

✓ located verbatim in the source · abstract, characters 1867–2004 · show in text ↑

glyphosate · quality: grain · Gossypium hirsutum (cotton)Results differ

14 papers: 7 positive, 7 negative or no effect

6 papers in the same direction as this paper · 6 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. no effect
  3. negative

10 papers more in this group

See all 14 papers →

glyphosate · weed · Gossypium hirsutum (cotton)Positive and negative results

37 papers: 31 positive, 6 negative or no effect

30 papers in the same direction as this paper · 5 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. no effect
  3. negative

33 papers more in this group

See all 37 papers →

acetochlor · weed · Gossypium hirsutum (cotton)Results agree

3 papers: 3 positive, 0 negative or no effect

2 papers in the same direction as this paper

  1. positive
  2. positive
See all 3 papers →

prometryn · weed · Gossypium hirsutum (cotton)Results agree

9 papers: 9 positive, 0 negative or no effect

8 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

5 papers more in this group

See all 9 papers →

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

27 papers: 10 positive, 17 negative or no effect

9 papers in the same direction as this paper · 16 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. no effect
  3. negative

23 papers more in this group

See all 27 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.