Paper · 2019 · Crop Science

Global Meta‐Analysis of Cotton Yield and Weed Suppression from Cover Crops

Heather D. Toler; Robert M. Augé; Victoria Benelli; et al.

4
claims
8
verbatim quotes
34
citations
2
research areas
✓
Open access · cc-by-nc-nd

Abstract

Cover crops can reportedly improve soil fertility, suppress weed growth and pest pressure, and contribute to cotton ( Gossypium hirsutum L.) yield improvements. To systematically evaluate cover crop effects on cotton yield and weed suppression, we conducted a random‐effects meta‐analysis investigating 10 moderating variables in 104 articles, yielding 1117 independent studies over 48 yr. Globally, cover crops increased cottonseed and lint yield by 6 and 5%, respectively, while decreasing weed biomass by 20%. Overall, leguminous cover crops increased seed cotton yield by 17 to 43% ( Vicia spp. and Pisum spp., respectively). Monocots, nonlegume dicots, and legumes were effective at suppressing weed growth (21, 52, and 10%, respectively). Incorporation of cover crops by tillage (rather than chemical burn down) resulted in lint (14%) and seed (42%) yield increases. Cover crops increased cotton yields markedly on loamy soils, whereas there were lesser increases for other textures ( p > 0.05). Greater efficacy of cover crops at controlling weeds was proportionate to soil silt content, which was inversely related to sand content. In addition, cover crops were effective at controlling multiple types of weed species; however, weed species with shorter maximum heights were most suppressed by cover crops. Overall, cover crops had a positive effect on cotton yield and weed suppression. Their effectiveness, however, can vary depending on soil texture, management strategy, and cover crop or weed genera. These results are useful in developing recommendations for suppressing weed growth and improving yield via cover crop integration in cotton cropping systems per geographic region and soil texture.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc-nd. Read at the source ↗

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 4

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cover crops increased cottonseed yield by 6% globally.

Treatment
cover cropse1
Outcome
cottonseede1
Direction
increasede1
Value
6e1

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

e1

“Globally, cover crops increased cottonseed and lint yield by 6 and 5%, respectively, while decreasing weed biomass by 20%”

✓ located verbatim in the source · abstract, characters 390–511 · show in text ↑
t0

“Cotton Yield”

✓ located verbatim in the source · title, characters 24–36 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cover crops increased cotton lint yield by 5% globally.

Treatment
cover cropse1
Outcome
lint yielde1
Direction
increasede1
Value
5%e1

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

e1

“Globally, cover crops increased cottonseed and lint yield by 6 and 5%, respectively, while decreasing weed biomass by 20%”

✓ located verbatim in the source · abstract, characters 390–511 · show in text ↑
t0

“Cotton Yield”

✓ located verbatim in the source · title, characters 24–36 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cover crops decreased weed biomass by 20% globally.

Treatment
cover cropse1
Interactor
weede1weed
Outcome
weed biomasse1
Direction
decreasinge1
Value
20%e1

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

e1

“Globally, cover crops increased cottonseed and lint yield by 6 and 5%, respectively, while decreasing weed biomass by 20%”

✓ located verbatim in the source · abstract, characters 390–511 · show in text ↑
t0

“Cotton Yield”

✓ located verbatim in the source · title, characters 24–36 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Leguminous cover crops increased seed cotton yield by 17 to 43%.

Treatment
leguminous cover cropse1
Outcome
seed cotton yielde1
Direction
increasede1
Value
17 to 43%e1

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

e1

“Overall, leguminous cover crops increased seed cotton yield by 17 to 43%”

✓ located verbatim in the source · abstract, characters 513–585 · show in text ↑
t0

“Cotton Yield”

✓ located verbatim in the source · title, characters 24–36 · show in text ↑

cover crop · quality: grain · Gossypium hirsutum (cotton)Results differ

13 papers: 6 positive, 7 negative or no effect

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

  1. no effect
  2. negative
  3. no effect

9 papers more in this group

See all 13 papers →

cover crop · yield · Gossypium hirsutum (cotton)Results differ

44 papers: 18 positive, 26 negative or no effect

17 papers in the same direction as this paper · 21 in the opposite direction · 5 reporting no difference from an alternative

  1. negative
  2. negative
  3. positive

40 papers more in this group

See all 44 papers →

cover crop · weed · Gossypium hirsutum (cotton)Positive and negative results

9 papers: 8 positive, 1 negative or no effect

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

  1. positive
  2. positive
  3. negative

5 papers more in this group

See all 9 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.