Paper · 2023 · Horticulturae

Development, Verification, and Analysis of Simple Mathematical Model of Lettuce Productivity under Different Light Conditions

Ekaterina Sukhova; Lyubov Yudina; Yuriy Zolin; et al.

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claims
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verbatim quotes
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citations
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research areas
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Open access · cc-by

Abstract

Lettuce is an important agricultural plant which is often cultivated under artificial illumination including light of light emitting diodes (LEDs). Spectrum and intensity of used illumination and duration of photoperiod can strongly influence a final lettuce biomass; their effects can be interacted. It means that search of optimal light conditions is complicated problem for experimental investigations because numerous combinations of light conditions should be analyzed. A mathematical model of lettuce productivity can provide the potential tool for intensification of this search; earlier, we preliminarily proposed the minimal model of lettuce productivity under the LED illumination. The aim of the current work was further development, verification, and analysis of the simple mathematical model of the lettuce productivity. Dry weight of a lettuce leaf rosette was used as the main variable of the model; its changes were described as function of difference between production of biomass through assimilation and its consumption through respiration. The model was quantitively parameterized and verified on basis of our previous experimental works devoted to influence of parameters of the LED illumination on lettuce characteristics. It was shown well correspondence between experimental and simulated results. Further analysis of the developed model predicted optimal illumination conditions of the lettuce cultivation. Particularly, it showed a positive influence of gradual and step increase of the light intensity on final biomass of cultivated lettuce plants. Thus, the developed model can be used as the tool for the theoretical prediction of optimal light conditions for the lettuce cultivation.

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Claims 4

Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The model corresponded well with experimental lettuce results.

Taxon
LettuceLactuca sativat0
Outcome
correspondence between experimental and simulated resultse0
Comparator
experimentale0

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

Lactuca sativa
Lactuca sativa · Taxonen:User:Geographer · CC BY 1.0 · Wikimedia Commons ↗

Verbatim

e0

“It was shown well correspondence between experimental and simulated results”

✓ located verbatim in the source · abstract, characters 1245–1320 · show in text ↑
t0

“Lettuce Productivity”

✓ located verbatim in the source · title, characters 72–92 · show in text ↑
Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

Model analysis predicted optimal illumination conditions for lettuce cultivation.

Taxon
lettuceLactuca sativae0
Outcome
optimal illumination conditionse0

Not reportedComparator

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

Lactuca sativa
Lactuca sativa · Taxonen:User:Geographer · CC BY 1.0 · Wikimedia Commons ↗

Verbatim

e0

“Further analysis of the developed model predicted optimal illumination conditions of the lettuce cultivation”

✓ located verbatim in the source · abstract, characters 1322–1430 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

The model predicted that gradually increasing light intensity increased final cultivated lettuce biomass.

Taxon
lettuceLactuca sativae0
Treatment
graduale0
Outcome
final biomasse0
Direction
positivee0

Not reportedComparator

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

Lactuca sativa
Lactuca sativa · Taxonen:User:Geographer · CC BY 1.0 · Wikimedia Commons ↗

Verbatim

e0

“it showed a positive influence of gradual and step increase of the light intensity on final biomass of cultivated lettuce plants”

✓ located verbatim in the source · abstract, characters 1446–1574 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

The model predicted that a step increase in light intensity increased final cultivated lettuce biomass.

Taxon
lettuceLactuca sativae0
Treatment
step increase of the light intensitye0
Outcome
final biomasse0
Direction
positivee0

Not reportedComparator

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

Lactuca sativa
Lactuca sativa · Taxonen:User:Geographer · CC BY 1.0 · Wikimedia Commons ↗

Verbatim

e0

“it showed a positive influence of gradual and step increase of the light intensity on final biomass of cultivated lettuce plants”

✓ located verbatim in the source · abstract, characters 1446–1574 · show in text ↑

light · growth · Lactuca sativa (garden lettuce)Positive and negative results

300 papers: 243 positive, 57 negative or no effect

242 papers in the same direction as this paper · 54 in the opposite direction · 3 reporting no difference from an alternative

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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.