Paper · 2019 · Renewable Agriculture and Food Systems

Agronomic and economic tradeoffs between alternative cover crop and organic soybean sequences

Rebecca J Champagne; John M Wallace; William S Curran; et al.

8
claims
10
verbatim quotes
10
citations
2
research areas
—
Not open access

Abstract

Abstract Organic grain producers are interested in reducing tillage to conserve soil and decrease labor and fuel costs. We examined agronomic and economic tradeoffs associated with alternative strategies for reducing tillage frequency and intensity in a cover crop–soybean ( Glycine max L. Merr.) sequence within a corn ( Zea mays L.)–soybean–spelt ( Triticum spelta L.) organic cropping system experiment in Pennsylvania. Tillage-based soybean production preceded by a cover crop mixture of annual ryegrass ( Lolium perenne L. ssp. multiflorum ), orchardgrass ( Dactylis glomerata L.) and forage radish ( Raphanus sativus L.) interseeded into corn grain ( Z. mays L.) was compared with reduced-tillage soybean production preceded by roller-crimped cereal rye ( Secale cereale L.) that was sown after corn silage. Total aboveground weed biomass did not differ between soybean production strategies. Each strategy, however, was characterized by high inter-annual variability in weed abundance. Tillage-based soybean production marginally increased grain yield by 0.28 Mg ha −1 compared with reduced-tillage soybean. A path model of soybean yield indicated that soybean stand establishment and weed biomass were primary drivers of yield, but soybean production strategy had a measurable effect on yields due to factors other than within-season weed–crop competition. Cumulative tillage frequency and intensity were quantified for each cover crop—sequence using the Soil Tillage Intensity Rating (STIR) index. The reduced-tillage soybean sequence resulted in 50% less soil disturbance compared to tillage-based soybean sequence across study years. Finally, enterprise budget comparisons showed that the reduced-tillage soybean sequence resulted in lower input costs than the tillage-based soybean sequence but was approximately $114 ha −1 less profitable because of lower average yields.

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Claims 8

Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Aboveground weed biomass did not differ between soybean production strategies.

Taxon
soybeanGlycine maxt0
Treatment
soybean production strategiese0
Interactor
weede0weed
Outcome
Total aboveground weed biomasse0
Direction
did not differe0
Comparator
soybean production strategiese0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Total aboveground weed biomass did not differ between soybean production strategies”

✓ located verbatim in the source · abstract, characters 814–897 · show in text ↑
t0

“organic soybean”

✓ located verbatim in the source · title, characters 68–83 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Both soybean strategies had high variation in weed abundance across years.

Taxon
soybeanGlycine maxt0
Interactor
weede0weed
Outcome
high inter-annual variability in weed abundancee0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Each strategy, however, was characterized by high inter-annual variability in weed abundance”

✓ located verbatim in the source · abstract, characters 899–991 · show in text ↑
t0

“organic soybean”

✓ located verbatim in the source · title, characters 68–83 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Tillage-based soybean production raised grain yield by 0.28 Mg ha −1 compared with reduced tillage.

Taxon
soybeanGlycine maxe0
Treatment
Tillage-based soybean productione0
Outcome
grain yielde0
Direction
increasede0
Value
0.28 Mg ha −1e0
Comparator
reduced-tillage soybeane0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Tillage-based soybean production marginally increased grain yield by 0.28 Mg ha −1 compared with reduced-tillage soybean”

✓ located verbatim in the source · abstract, characters 993–1113 · show in text ↑
Associationobservedoriginal resultsimulated

Claim · model-written summary

Soybean stand establishment and weed biomass were the primary modeled drivers of soybean yield.

Taxon
soybeanGlycine maxe0
Interactor
weede0weed
Outcome
soybean yielde0
Qualifier
soybean stand establishment and weed biomasse0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“A path model of soybean yield indicated that soybean stand establishment and weed biomass were primary drivers of yield”

✓ located verbatim in the source · abstract, characters 1115–1234 · show in text ↑
Associationauthor interpretationoriginal resultsimulated

Claim · model-written summary

Soybean strategy affected yield through factors beyond within-season weed competition.

Taxon
soybeanGlycine maxe0
Treatment
soybean production strategye0
Outcome
yieldse0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“soybean production strategy had a measurable effect on yields due to factors other than within-season weed–crop competition”

✓ located verbatim in the source · abstract, characters 1240–1363 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The reduced-tillage soybean sequence caused 50% less soil disturbance than the tillage-based sequence.

Taxon
soybeanGlycine maxe0
Treatment
reduced-tillage soybean sequencee0
Outcome
soil disturbancee0
Direction
lesse0
Value
50%e0
Comparator
tillage-based soybean sequencee0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The reduced-tillage soybean sequence resulted in 50% less soil disturbance compared to tillage-based soybean sequence across study years”

✓ located verbatim in the source · abstract, characters 1507–1643 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The reduced-tillage soybean sequence had lower input costs.

Taxon
soybeanGlycine maxe0
Treatment
reduced-tillage soybean sequencee0
Outcome
input costse0
Direction
lowere0
Comparator
tillage-based soybean sequencee0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“the reduced-tillage soybean sequence resulted in lower input costs than the tillage-based soybean sequence”

✓ located verbatim in the source · abstract, characters 1696–1802 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

The reduced-tillage soybean sequence was approximately $114 ha −1 less profitable because average yield was lower.

Taxon
soybeanGlycine maxe0
Treatment
reduced-tillage soybean sequencee0
Outcome
profitablee0
Direction
lesse0
Value
$114 ha −1e0
Comparator
tillage-based soybean sequencee0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“the reduced-tillage soybean sequence resulted in lower input costs than the tillage-based soybean sequence but was approximately $114 ha −1 less profitable because of lower average yields”

✓ located verbatim in the source · abstract, characters 1696–1883 · show in text ↑

tillage · yield · Glycine max (soybean)Positive and negative results

390 papers: 264 positive, 126 negative or no effect

263 papers in the same direction as this paper · 100 in the opposite direction · 26 reporting no difference from an alternative

  1. no effect
  2. no effect
  3. no effect

386 papers more in this group

See all 390 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.