Paper · 2023 · Weed Science

Addressing biases in replacement series: the importance of reference density selection for interpretation of competition outcomes

Ramon G. Leon; Fernando H. Oreja; Steven B. Mirsky; et al.

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claims
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verbatim quotes
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citations
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Open access · cc-by

Abstract

Abstract Replacement series are used by researchers to understand how competition-related variables influence dynamics from the individual to the population and community levels, but this approach has been criticized because of inherent biases associated with plant size differences and density-dependent responses. The use of functional densities instead of demographic densities was proposed to minimize those biases. This work explored three models to determine reference densities for replacement series experiments based on (1) maximum biomass, (2) biomass at onset of diminishing returns (i.e., inflection point), and (3) nitrogen (N)-uptake equivalency. Replacement series experiments were conducted using redroot pigweed ( Amaranthus hybridus L.):maize ( Zea mays L.) and giant foxtail ( Setaria faberi Herrm.):maize proportions of 1:0, 0.75:0.25, 0.5:0.5, 0.25:0.75, and 0:1. The monoculture density for each species was established according to the three models. Density selection criteria resulted in major differences in competitive interactions between species. The use of functional densities at which the biomass accumulation inflection point for the smaller species allowed both species to exhibit either increases or decreases in biomass production depending on competitive interactions for all interspecific mixtures. Conversely, the maximum biomass model favored the larger species, almost completely inhibiting the growth of the smaller species, which resulted in a poor characterization of competitive responses of the smaller species. The N uptake equivalency model resulted in interactions closer to the predicted neutral competition. The model based on the biomass accumulation inflection point was the most sensitive and informative across all interspecific mixtures for both species. We propose that to reduce bias associated with species size differences when determining reference densities for replacement series experiments, at least two criteria must be met: (1) the experiment sensitivity allows measuring and quantifying the competitive responses for both species in all mixtures, and (2) the balance between density and carrying capacity of the system minimizes intraspecific competition.

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

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Claims 6

Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Reference density criteria substantially changed inferred competitive interactions.

Taxon
maizeZea mayse1
Outcome
competitive interactions between speciese0
Comparator
reference density selectiont0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Schema note from the model: Taxon cited in separate methods quote

Verbatim

e0

“Density selection criteria resulted in major differences in competitive interactions between species”

✓ located verbatim in the source · abstract, characters 973–1073 · show in text ↑
e1

“maize ( Zea mays L.)”

✓ located verbatim in the source · abstract, characters 755–775 · show in text ↑
t0

“reference density selection”

✓ located verbatim in the source · title, characters 59–86 · show in text ↑
Method / resourceobservedoriginal resultmixedmeasured

Claim · model-written summary

Inflection-point densities allowed both species to increase or decrease biomass across mixtures.

Taxon
maizeZea mayse1
Outcome
biomass productione0
Direction
increases or decreasese0
Comparator
smaller speciese0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“functional densities at which the biomass accumulation inflection point for the smaller species allowed both species to exhibit either increases or decreases in biomass production depending on competitive interactions for all interspecific mixtures”

✓ located verbatim in the source · abstract, characters 1086–1334 · show in text ↑
e1

“maize ( Zea mays L.)”

✓ located verbatim in the source · abstract, characters 755–775 · show in text ↑
Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

The maximum-biomass model favored the larger species and nearly inhibited growth of the smaller species.

Taxon
maizeZea mayse1
Outcome
growth of the smaller speciese0
Direction
inhibitinge0
Comparator
larger speciese0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“maximum biomass model favored the larger species, almost completely inhibiting the growth of the smaller species”

✓ located verbatim in the source · abstract, characters 1352–1464 · show in text ↑
e1

“maize ( Zea mays L.)”

✓ located verbatim in the source · abstract, characters 755–775 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

The nitrogen-uptake equivalency model produced interactions closer to neutral competition.

Taxon
maizeZea mayse1
Outcome
interactionse0
Comparator
predicted neutral competitione0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“N uptake equivalency model resulted in interactions closer to the predicted neutral competition”

✓ located verbatim in the source · abstract, characters 1561–1656 · show in text ↑
e1

“maize ( Zea mays L.)”

✓ located verbatim in the source · abstract, characters 755–775 · show in text ↑
Method / resourceauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

The biomass inflection-point model was the most sensitive and informative across mixtures.

Taxon
maizeZea mayse1
Outcome
most sensitive and informativee0
Comparator
all interspecific mixturese0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“model based on the biomass accumulation inflection point was the most sensitive and informative across all interspecific mixtures for both species”

✓ located verbatim in the source · abstract, characters 1662–1808 · show in text ↑
e1

“maize ( Zea mays L.)”

✓ located verbatim in the source · abstract, characters 755–775 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Reference density selection should meet sensitivity and within-species competition criteria.

Taxon
maizeZea mayse1
Outcome
at least two criteria must be mete0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“at least two criteria must be met: (1) the experiment sensitivity allows measuring and quantifying the competitive responses for both species in all mixtures, and (2) the balance between density and carrying capacity of the system minimizes intraspecific competition”

✓ located verbatim in the source · abstract, characters 1955–2221 · show in text ↑
e1

“maize ( Zea mays L.)”

✓ located verbatim in the source · abstract, characters 755–775 · show in text ↑