Paper · 2025 · Frontiers in Agronomy

Exploring how multi-year cover crop use alters above and belowground weed communities in limited tillage corn–soybean systems

Elizabeth Oys; Fernanda Souza Krupek; Christopher Proctor; et al.

5
claims
11
verbatim quotes
2
citations
3
research areas
✓
Open access · cc-by

Abstract

Over the last several decades, the intensive production of corn ( Zea mays L.) and soybeans ( Glycine max L.) in the United States has included the widespread use of herbicide-tolerant crops, contributing to soil management with reduced tillage. The continuous use of herbicides with the same modes of action has led to the accelerated development of herbicide resistance in weed populations, particularly from the Amaranthaceae family. Integrated weed management tools, such as the use of cover crops, have increasingly been recognized as cultural approaches with the potential to reduce herbicide-driven selection pressure. We utilized six multi-year (4–7 years) cover crop research trials in corn-based crop rotations to measure germinable weed seedbanks, aboveground weed density, and biomass. This included four on-farm and two university research experiments across eastern and central Nebraska, with histories of no tillage or reduced tillage. Three sites showed increases in Amaranthaceae family (pigweed) seedbank densities under cover crops (137%–355%) compared to the no cover crop check, but no differences in total weed seed bank densities were found. Cover crops reduced aboveground total weed density and biomass at the two sites; however, increases from the pigweed seedbank were not observed at any site. Multivariate analyses revealed that the species composition of the seedbanks under cover crops was distinct from that of the check at the two sites, suggesting that cover crops may influence weed seedbank composition over time. This work underscores the value of exploring integrated weed management, as well as monitoring weed populations in the soil seedbank and aboveground emerged species, particularly in cropping systems with reduced soil disturbance. We encourage more research on the multi-year use of integrated weed management approaches, such as cover crops, to better understand the complexity of how such approaches shift weed communities, especially with respect to herbicide-resistant weeds.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. 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 5

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Cover crops increased Amaranthaceae (pigweed) seedbank densities by 137%–355% compared with the no cover crop check at three sites.

Treatment
cover cropse2
Interactor
pigweede2weed
Outcome
Amaranthaceae family (pigweed) seedbank densitiese2
Direction
increasese2
Value
137%–355%e2
Comparator
no cover crop checke2
Setting
eastern and central Nebraskae1

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

t0

“in limited tillage corn”

✓ located verbatim in the source · title, characters 86–109 · show in text ↑
e1

“This included four on-farm and two university research experiments across eastern and central Nebraska”

✓ located verbatim in the source · abstract, characters 798–900 · show in text ↑
e2

“Three sites showed increases in Amaranthaceae family (pigweed) seedbank densities under cover crops (137%–355%) compared to the no cover crop check, but no differences in total weed seed bank densities were found”

✓ located verbatim in the source · abstract, characters 951–1163 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Total weed seedbank densities did not differ between cover crop and no cover crop check plots.

Treatment
cover cropse2
Interactor
weede2weed
Outcome
total weed seed bank densitiese2
Direction
no differencese2
Comparator
no cover crop checke2

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

t0

“in limited tillage corn”

✓ located verbatim in the source · title, characters 86–109 · show in text ↑
e2

“Three sites showed increases in Amaranthaceae family (pigweed) seedbank densities under cover crops (137%–355%) compared to the no cover crop check, but no differences in total weed seed bank densities were found”

✓ located verbatim in the source · abstract, characters 951–1163 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cover crops reduced aboveground total weed density and biomass at two sites.

Treatment
Cover cropse3
Interactor
weede3weed
Outcome
aboveground total weed density and biomasse3
Direction
reducede3

Not reportedComparator

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

t0

“in limited tillage corn”

✓ located verbatim in the source · title, characters 86–109 · show in text ↑
e3

“Cover crops reduced aboveground total weed density and biomass at the two sites; however, increases from the pigweed seedbank were not observed at any site”

✓ located verbatim in the source · abstract, characters 1165–1320 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Increases from the pigweed seedbank were not observed at any site under cover crops.

Treatment
Cover cropse3
Interactor
pigweede3weed
Outcome
increases from the pigweed seedbanke3

Not reportedComparatorDirection

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

t0

“in limited tillage corn”

✓ located verbatim in the source · title, characters 86–109 · show in text ↑
e3

“Cover crops reduced aboveground total weed density and biomass at the two sites; however, increases from the pigweed seedbank were not observed at any site”

✓ located verbatim in the source · abstract, characters 1165–1320 · show in text ↑
Intervention effectauthor interpretationoriginal resultmeasured

Claim · model-written summary

Under cover crops, the seedbank species composition was distinct from the check at two sites and may influence weed seedbank composition over time.

Treatment
under cover cropse4
Interactor
weede4weed
Outcome
species composition of the seedbankse4
Direction
distincte4
Qualifier
may influence weed seedbank composition over timee4
Comparator
the checke4

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

t0

“in limited tillage corn”

✓ located verbatim in the source · title, characters 86–109 · show in text ↑
e4

“Multivariate analyses revealed that the species composition of the seedbanks under cover crops was distinct from that of the check at the two sites, suggesting that cover crops may influence weed seedbank composition over time”

✓ located verbatim in the source · abstract, characters 1322–1548 · show in text ↑

cover crop · weed · Zea mays (maize)Results differ

48 papers: 36 positive, 12 negative or no effect

35 papers in the same direction as this paper · 10 in the opposite direction · 2 reporting no difference from an alternative

  1. positive
  2. positive
  3. positive

44 papers more in this group

See all 48 papers →

cover crop · organism · Zea mays (maize)Positive and negative results

14 papers: 7 positive, 7 negative or no effect

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

  1. positive
  2. positive
  3. positive

10 papers more in this group

See all 14 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.