Paper · 2021 · AGRIVITA Journal of Agricultural Science

Bioinspired Optimization of Germination Nutrients Based on Lactuca sativa Seedling Root Traits as Influenced by Seed Stratification, Fortification and Light Spectrums

Ronnie S. Concepcion II; Elmer P. Dadios

6
claims
11
verbatim quotes
23
citations
4
research areas
✓
Open access · cc-by-nc

Abstract

Ecophysiological stimulators directly affect root morphology, especially in the embryonic stage. To enhance crop germination, an understanding of the root traits under abiotic inducers is needed. In this study, the combined impacts of white and red-blue light spectrums, cold stratification, and seed fortification involving various concentrations of bioactive chemicals namely simple nutrient addition program solution, gibberellic acid, α-naphthaleneacetic acid with thiamine hydrochloride were evaluated on loose-leaf lettuce (Lactuca sativa var. Altima) seedling root architecture. The growth-promoting effects of these nutrients varied the growth rate and morphology of roots which are immediately shown during the radicle development. Integrated computer vision and computational intelligence were employed for phytomorphological signatures extraction of seedlings that were cultivated in a customized modulable spectrum experimental chamber (MSPEC). Root phenotype model was developed using graph-cut segmentation and region properties, and the ideal germination nutrient concentration was optimized using bioinspired models with firefly algorithm optimal result of 204.1 mg/L for nitrate, 238.15 mg/L for phosphate, and 158.08 mg/L for potassium. It was verified that lettuce seedlings can endure highly concentrated nutrients, however, it is more sensitive to phosphate as this macronutrient significantly promotes root growth with the increased whorl number on white light spectrum exposure with cold stratification.

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Claims 6

Method / resourceobservedoriginal resultsimulated

Claim · model-written summary

A firefly model optimized nitrate concentration to 204.1 mg/L for lettuce germination.

Taxon
Lactuca sativaLactuca sativat0
Outcome
nitratee0
Value
204.1 mg/Le0

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

“firefly algorithm optimal result of 204.1 mg/L for nitrate, 238.15 mg/L for phosphate, and 158.08 mg/L for potassium”

✓ located verbatim in the source · abstract, characters 1137–1253 · show in text ↑
t0

“Lactuca sativa”

✓ located verbatim in the source · title, characters 59–73 · show in text ↑
Method / resourceobservedoriginal resultsimulated

Claim · model-written summary

A firefly model optimized phosphate concentration to 238.15 mg/L for lettuce germination.

Taxon
Lactuca sativaLactuca sativat0
Outcome
phosphatee0
Value
238.15 mg/Le0

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

“firefly algorithm optimal result of 204.1 mg/L for nitrate, 238.15 mg/L for phosphate, and 158.08 mg/L for potassium”

✓ located verbatim in the source · abstract, characters 1137–1253 · show in text ↑
t0

“Lactuca sativa”

✓ located verbatim in the source · title, characters 59–73 · show in text ↑
Method / resourceobservedoriginal resultsimulated

Claim · model-written summary

A firefly model optimized potassium concentration to 158.08 mg/L for lettuce germination.

Taxon
Lactuca sativaLactuca sativat0
Outcome
potassiume0
Value
158.08 mg/Le0

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

“firefly algorithm optimal result of 204.1 mg/L for nitrate, 238.15 mg/L for phosphate, and 158.08 mg/L for potassium”

✓ located verbatim in the source · abstract, characters 1137–1253 · show in text ↑
t0

“Lactuca sativa”

✓ located verbatim in the source · title, characters 59–73 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Lettuce seedlings endured highly concentrated nutrients.

Taxon
lettuce seedlingsLactuca sativae0
Outcome
endure highly concentrated nutrientse0

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

“lettuce seedlings can endure highly concentrated nutrients”

✓ located verbatim in the source · abstract, characters 1276–1334 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Phosphate significantly promoted root growth and whorl number under white light with cold stratification.

Taxon
Lactuca sativaLactuca sativat0
Treatment
phosphatee0
Outcome
root growthe0
Direction
promotese0
Qualifier
white light spectrum exposure with cold stratificatione0

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

“phosphate as this macronutrient significantly promotes root growth with the increased whorl number on white light spectrum exposure with cold stratification”

✓ located verbatim in the source · abstract, characters 1369–1525 · show in text ↑
t0

“Lactuca sativa”

✓ located verbatim in the source · title, characters 59–73 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The nutrient treatments varied root growth rate and morphology during radicle development.

Taxon
Lactuca sativaLactuca sativat0
Organ / stage
radicle developmente0
Outcome
growth rate and morphology of rootse0

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

“The growth-promoting effects of these nutrients varied the growth rate and morphology of roots which are immediately shown during the radicle development”

✓ located verbatim in the source · abstract, characters 586–739 · show in text ↑
t0

“Lactuca sativa”

✓ located verbatim in the source · title, characters 59–73 · show in text ↑

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

14 papers: 8 positive, 6 negative or no effect

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

  1. negative
  2. negative
  3. negative

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.