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
Claim · model-written summary
A firefly model optimized nitrate concentration to 204.1 mg/L for lettuce germination.
- Taxon
- Lactuca sativa
Lactuca sativat0 - Outcome
- nitratee0
- Value
- 204.1 mg/Le0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

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”
t0“Lactuca sativa”
Claim · model-written summary
A firefly model optimized phosphate concentration to 238.15 mg/L for lettuce germination.
- Taxon
- Lactuca sativa
Lactuca sativat0 - Outcome
- phosphatee0
- Value
- 238.15 mg/Le0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

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”
t0“Lactuca sativa”
Claim · model-written summary
A firefly model optimized potassium concentration to 158.08 mg/L for lettuce germination.
- Taxon
- Lactuca sativa
Lactuca sativat0 - Outcome
- potassiume0
- Value
- 158.08 mg/Le0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

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”
t0“Lactuca sativa”
Claim · model-written summary
Lettuce seedlings endured highly concentrated nutrients.
- Taxon
- lettuce seedlings
Lactuca sativae0 - Outcome
- endure highly concentrated nutrientse0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e0“lettuce seedlings can endure highly concentrated nutrients”
Claim · model-written summary
Phosphate significantly promoted root growth and whorl number under white light with cold stratification.
- Taxon
- Lactuca sativa
Lactuca 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.

Verbatim
e0“phosphate as this macronutrient significantly promotes root growth with the increased whorl number on white light spectrum exposure with cold stratification”
t0“Lactuca sativa”
Claim · model-written summary
The nutrient treatments varied root growth rate and morphology during radicle development.
- Taxon
- Lactuca sativa
Lactuca 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.

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”
t0“Lactuca sativa”
The same questions in other papers
phosphorus · growth · Lactuca sativa (garden lettuce)Positive and negative results
7 papers in the same direction as this paper · 6 in the opposite direction
- negative
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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.