Paper · 2020 · Agronomy Journal

Simulating winter rye cover crop production under alternative management in a corn‐soybean rotation

Nilovna Chatterjee; Sotirios V. Archontoulis; Angela Bastidas; et al.

12
claims
21
verbatim quotes
34
citations
1
research areas
✓
Open access · cc-by

Abstract

Abstract The Agricultural Production Systems sIMulator (APSIM) was used to evaluate two alternative approaches for extending the cover crop growing window into corn ( Zea mays L.) and soybean ( Glycine max L.) crop rotations in Nebraska, USA. We evaluated how: (i) shifting corn planting dates (mid‐April to early‐June) and (ii) altering comparative relative maturity (CRM) corn hybrids (80 to 115 days) influence cover crop biomass and corn yields over a 30‐year period. The APSIM model was tested using experimental data and was then used to simulate a range of cover crop planting and termination scenarios. Our results showed no significant yield differences within the same corn relative maturity when planted on April 20 and May 13 but that yield declined when planted in June. During a six week fall cover crop planting window (September 15–October 31), every day before October 31 that the cover crop was planted resulted in additional 62 kg ha −1 of biomass. We also simulated a one month spring termination window (April 1–April 30) and, every day delay in cover crop termination resulted in per day additional 35 kg ha −1 of biomass. Cover crop biomass accrual was highly dependent on weather, where for identical fall planting dates, a warm wet season accrued approximately four times more biomass than a cool dry season. Although we found significant yield differences between early, medium and late season CRMs, earlier fall cover crop planting associated with either earlier spring corn planting or planting an early to medium season variety leads to ten‐fold greater cover biomass. Delayed corn planting by mid‐May had no yield penalty relative to April planting, and could facilitate four‐fold greater cover crop biomass (cover crop terminated April 30 instead of April 1). Our results demonstrate that earlier cover crop planting in fall or later cover crop termination in spring can result in significantly more biomass which can be balanced with yield goals.

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 12

Intervention effectobservedoriginal resultno effectnot significant (as stated)simulated

Claim · model-written summary

Corn yields did not differ significantly between April 20 and May 13 planting within the same relative maturity.

Treatment
planted on April 20e0
Outcome
yielde0
Direction
no significant yield differencese0
Qualifier
within the same corn relative maturitye0
Comparator
May 13e0

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

“Our results showed no significant yield differences within the same corn relative maturity when planted on April 20 and May 13 but that yield declined when planted in June.”

✓ located verbatim in the source · abstract, characters 611–783 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

Corn yield declined with June planting.

Treatment
planted in Junee0
Outcome
yielde0
Direction
declinede0

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

e0

“Our results showed no significant yield differences within the same corn relative maturity when planted on April 20 and May 13 but that yield declined when planted in June.”

✓ located verbatim in the source · abstract, characters 611–783 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Each day earlier cover crop planting before October 31 added 62 kg ha −1 biomass during the fall window.

Taxon
winter ryeSecale cerealet0
Treatment
every day before October 31 that the cover crop was plantede0
Outcome
biomasse0
Direction
additionale0
Value
62 kg ha −1e0
Qualifier
September 15–October 31e0
Comparator
October 31e0

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“During a six week fall cover crop planting window (September 15–October 31), every day before October 31 that the cover crop was planted resulted in additional 62 kg ha −1 of biomass.”

✓ located verbatim in the source · abstract, characters 784–967 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Each day later spring cover crop termination added 35 kg ha −1 biomass.

Taxon
winter ryeSecale cerealet0
Treatment
every day delay in cover crop terminatione0
Outcome
biomasse0
Direction
additionale0
Value
35 kg ha −1e0
Qualifier
April 1–April 30e0

Not reportedComparator

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“We also simulated a one month spring termination window (April 1–April 30) and, every day delay in cover crop termination resulted in per day additional 35 kg ha −1 of biomass.”

✓ located verbatim in the source · abstract, characters 968–1144 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑
Associationobservedoriginal resultsimulated

Claim · model-written summary

For identical fall planting dates, warm wet weather produced approximately four times the cover crop biomass of cool dry weather.

Taxon
winter ryeSecale cerealet0
Treatment
a warm wet seasone0
Outcome
biomasse0
Direction
moree0
Value
approximately four timese0
Qualifier
identical fall planting datese0
Comparator
a cool dry seasone0

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Cover crop biomass accrual was highly dependent on weather, where for identical fall planting dates, a warm wet season accrued approximately four times more biomass than a cool dry season.”

✓ located verbatim in the source · abstract, characters 1145–1333 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)simulated

Claim · model-written summary

Corn yields differed significantly among early, medium and late season maturities.

Treatment
early, medium and late season CRMse0
Outcome
yielde0

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

e0

“Although we found significant yield differences between early, medium and late season CRMs”

✓ located verbatim in the source · abstract, characters 1334–1424 · show in text ↑
e1

“altering comparative relative maturity (CRM) corn hybrids (80 to 115 days)”

✓ located verbatim in the source · abstract, characters 329–403 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Earlier fall cover crop planting associated with earlier spring corn planting led to ten-fold greater biomass.

Taxon
winter ryeSecale cerealet0
Treatment
earlier spring corn plantinge0
Outcome
cover biomasse0
Direction
greatere0
Value
ten‐folde0
Qualifier
earlier fall cover crop plantinge0

Not reportedComparator

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“earlier fall cover crop planting associated with either earlier spring corn planting or planting an early to medium season variety leads to ten‐fold greater cover biomass.”

✓ located verbatim in the source · abstract, characters 1426–1597 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Earlier fall cover crop planting associated with an early to medium season corn variety led to ten-fold greater biomass.

Taxon
winter ryeSecale cerealet0
Treatment
planting an early to medium season varietye0
Outcome
cover biomasse0
Direction
greatere0
Value
ten‐folde0

Not reportedComparator

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“earlier fall cover crop planting associated with either earlier spring corn planting or planting an early to medium season variety leads to ten‐fold greater cover biomass.”

✓ located verbatim in the source · abstract, characters 1426–1597 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑
Intervention effectobservedoriginal resultno effectsimulated

Claim · model-written summary

Delaying corn planting to mid-May had no yield penalty relative to April planting.

Treatment
Delayed corn planting by mid‐Maye0
Outcome
yielde0
Direction
no yield penaltye0
Comparator
April plantinge0

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

“Delayed corn planting by mid‐May had no yield penalty relative to April planting”

✓ located verbatim in the source · abstract, characters 1598–1678 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Terminating the cover crop April 30 instead of April 1 could facilitate four-fold greater biomass with delayed corn planting.

Taxon
winter ryeSecale cerealet0
Treatment
cover crop terminated April 30e0
Outcome
cover crop biomasse0
Direction
greatere0
Value
four‐folde0
Qualifier
could facilitatee0
Comparator
April 1e0

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Delayed corn planting by mid‐May had no yield penalty relative to April planting, and could facilitate four‐fold greater cover crop biomass (cover crop terminated April 30 instead of April 1).”

✓ located verbatim in the source · abstract, characters 1598–1790 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)simulated

Claim · model-written summary

Earlier fall planting can produce significantly more cover crop biomass.

Taxon
winter ryeSecale cerealet0
Treatment
earlier cover crop planting in falle0
Outcome
biomasse0
Direction
moree0

Not reportedComparator

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Our results demonstrate that earlier cover crop planting in fall or later cover crop termination in spring can result in significantly more biomass which can be balanced with yield goals.”

✓ located verbatim in the source · abstract, characters 1791–1978 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)simulated

Claim · model-written summary

Later spring termination can produce significantly more cover crop biomass.

Taxon
winter ryeSecale cerealet0
Treatment
later cover crop termination in springe0
Outcome
biomasse0
Direction
moree0

Not reportedComparator

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

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Our results demonstrate that earlier cover crop planting in fall or later cover crop termination in spring can result in significantly more biomass which can be balanced with yield goals.”

✓ located verbatim in the source · abstract, characters 1791–1978 · show in text ↑
t0

“winter rye”

✓ located verbatim in the source · title, characters 11–21 · show in text ↑

Zea mays subsp. mays · yield · Zea mays (maize)Results differ

292 papers: 196 positive, 96 negative or no effect

95 papers in the same direction as this paper · 196 reporting no difference from an alternative

  1. positive
  2. positive
  3. positive

288 papers more in this group

See all 292 papers →

Zea mays subsp. mays · growth · Secale cereale (rye)Positive and negative results

4 papers: 2 positive, 2 negative or no effect

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

  1. negative
  2. no effect
  3. positive
See all 4 papers →

sowing time · growth · Secale cereale (rye)Positive and negative results

6 papers: 3 positive, 3 negative or no effect

2 papers in the same direction as this paper · 3 in the opposite direction

  1. negative
  2. negative
  3. negative

2 papers more in this group

See all 6 papers →

cover crop · growth · Secale cereale (rye)Positive and negative results

6 papers: 5 positive, 1 negative or no effect

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

  1. no effect
  2. positive
  3. positive

2 papers more in this group

See all 6 papers →

sowing time · yield · Zea mays (maize)Positive and negative results

269 papers: 178 positive, 91 negative or no effect

90 papers in the same direction as this paper · 178 in the opposite direction

  1. positive
    Yield increased from mid-April to late-April planting.

    Corn Planting Date and Plant Population · 1994 · compared with mid‐April

    Opposite directionCited by this paper

  2. positive
  3. positive

265 papers more in this group

See all 269 papers →

in vitro · growth · Secale cereale (rye)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
See all 4 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.