Paper · 2026 · BMC Plant Biology

Enhancing rice seedling architecture and physiology in plant factories: an integrated approach via optimized light intensity and sowing density

Xu Mo; Liyuan Deng; Pan Long; et al.

10
claims
24
verbatim quotes
1
citations
3
research areas
✓
Open access · cc-by-nc-nd

Abstract

In modern intensive agricultural production of rice, optimizing seedlings through rice seedling factories to promote rice productivity is an urgent problem that needs to be solved or improved. Although it is known that light intensity and sowing density affect the growth of rice seedlings separately, their synergistic regulatory effects and potential physiological mechanisms have not been fully explored, especially in the specific context of plant factory cultivation. This study aims to develop a synergistic regulation scheme that enhances rice seedling vigor through the combined optimization of light intensity and sowing density. The experiment used 8 rice varieties and set a combination of 3 light intensities (LL: 70, LM: 210, LH: 350 µmol m ⁻² s ⁻¹) and 3 sowing densities (D2: 2, D3: 3, D4: 4 seeds cm–2) to systematically evaluate their effects on seedling growth, photosynthetic characteristics, antioxidant system, and nitrogen metabolism. The results showed that the combination treatment of LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) density could synergistically optimize seedling morphology (leaf age, number of green leaves, stem base width), promote dry matter accumulation (fresh weight above ground, dry weight above ground and underground), improve root morphology (total root length, root surface area, number of intersections), and simultaneously enhance photosynthetic performance (chlorophyll content), nitrogen metabolism, and antioxidant capacity (SOD, POD, CAT). We determined leaf age as a key indicator for comprehensive evaluation of the synergistic effect of light density through grey relational analysis. Correlation analysis showed that leaf age was significantly positively correlated with soluble protein content (p < 0.01), while negatively correlated with white root number (p < 0.05), indicating that light intensity and sowing density synergistically optimize plant nitrogen metabolism and root morphology to form strong seedlings. Three-way ANOVA of variance further confirmed that leaf age is significantly regulated by all interactions between variety, light intensity, and density (p < 0.001), clarifying the synergistic effect of light density. Based on the comprehensive evaluation of membership functions and cluster analysis, ZLY819 and XZX45 were selected as the suitable varieties with the best comprehensive performance under LH-D2 optimization conditions. This study elucidated the physiological mechanism of light density synergistic regulation through multidimensional analysis, providing a theoretical basis and variety selection scheme for rice seedling cultivation in plant factories.

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Claims 10

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

LH-D2 optimized leaf age, green leaf number and stem base width.

Taxon
rice seedlingOryza sativat0
Treatment
LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) densitye0
Outcome
leaf age, number of green leaves, stem base widthe0
Direction
optimizee0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“the combination treatment of LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) density could synergistically optimize seedling morphology (leaf age, number of green leaves, stem base width)”

✓ located verbatim in the source · abstract, characters 981–1182 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

LH-D2 promoted aboveground fresh and dry weight and underground dry weight.

Taxon
rice seedlingOryza sativat0
Treatment
LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) densitye1
Outcome
fresh weight above ground, dry weight above ground and undergrounde0
Direction
promotee0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“promote dry matter accumulation (fresh weight above ground, dry weight above ground and underground)”

✓ located verbatim in the source · abstract, characters 1184–1284 · show in text ↑
e1

“the combination treatment of LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) density”

✓ located verbatim in the source · abstract, characters 981–1079 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

LH-D2 improved total root length, surface area and intersection number.

Taxon
rice seedlingOryza sativat0
Treatment
LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) densitye1
Outcome
total root length, root surface area, number of intersectionse0
Direction
improvee0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“improve root morphology (total root length, root surface area, number of intersections)”

✓ located verbatim in the source · abstract, characters 1286–1373 · show in text ↑
e1

“the combination treatment of LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) density”

✓ located verbatim in the source · abstract, characters 981–1079 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

LH-D2 enhanced chlorophyll content, nitrogen metabolism and antioxidant capacity.

Taxon
rice seedlingOryza sativat0
Treatment
LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) densitye1
Outcome
photosynthetic performance (chlorophyll content), nitrogen metabolism, and antioxidant capacitye0
Direction
enhancee0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“enhance photosynthetic performance (chlorophyll content), nitrogen metabolism, and antioxidant capacity (SOD, POD, CAT)”

✓ located verbatim in the source · abstract, characters 1394–1513 · show in text ↑
e1

“the combination treatment of LH (350 µmol m ⁻² s ⁻¹) light intensity and D2 (2 seeds cm–2) density”

✓ located verbatim in the source · abstract, characters 981–1079 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Leaf age was a key indicator of the combined light-density effect.

Taxon
rice seedlingOryza sativat0
Outcome
leaf age as a key indicatore0
Comparator
light densitye0

Not reportedValue

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“We determined leaf age as a key indicator for comprehensive evaluation of the synergistic effect of light density through grey relational analysis.”

✓ located verbatim in the source · abstract, characters 1515–1662 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Associationobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Leaf age correlated positively with soluble protein content.

Taxon
rice seedlingOryza sativat0
Compound
soluble proteine0
Outcome
leaf agee0
Direction
positively correlatede0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“leaf age was significantly positively correlated with soluble protein content (p < 0.01)”

✓ located verbatim in the source · abstract, characters 1696–1784 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Leaf age correlated negatively with white root number.

Taxon
rice seedlingOryza sativat0
Organ / stage
white roote0
Outcome
leaf agee1
Direction
negatively correlatede0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“negatively correlated with white root number (p < 0.05)”

✓ located verbatim in the source · abstract, characters 1792–1847 · show in text ↑
e1

“leaf age was significantly positively correlated with soluble protein content”

✓ located verbatim in the source · abstract, characters 1696–1773 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Variety, light and density interactions significantly regulated leaf age.

Taxon
rice seedlingOryza sativat0
Treatment
light intensity, and densitye0
Outcome
leaf agee0

Not reportedDirection

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“leaf age is significantly regulated by all interactions between variety, light intensity, and density (p < 0.001)”

✓ located verbatim in the source · abstract, characters 2048–2161 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

ZLY819 was selected for best comprehensive performance under LH-D2.

Taxon
rice seedlingOryza sativat0
Material
ZLY819e0
Outcome
best comprehensive performancee0
Qualifier
LH-D2 optimization conditionse0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“ZLY819 and XZX45 were selected as the suitable varieties with the best comprehensive performance under LH-D2 optimization conditions.”

✓ located verbatim in the source · abstract, characters 2299–2432 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

XZX45 was selected for best comprehensive performance under LH-D2.

Taxon
rice seedlingOryza sativat0
Material
XZX45e0
Outcome
best comprehensive performancee0
Qualifier
LH-D2 optimization conditionse0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“ZLY819 and XZX45 were selected as the suitable varieties with the best comprehensive performance under LH-D2 optimization conditions.”

✓ located verbatim in the source · abstract, characters 2299–2432 · show in text ↑
t0

“rice seedling”

✓ located verbatim in the source · title, characters 10–23 · show in text ↑

light · physiology: photosynthesis · Oryza sativa (rice)Results differ

47 papers: 24 positive, 23 negative or no effect

23 papers in the same direction as this paper · 23 in the opposite direction

  1. negative
  2. negative
  3. negative

43 papers more in this group

See all 47 papers →

light · growth · Oryza sativa (rice)Positive and negative results

95 papers: 55 positive, 40 negative or no effect

54 papers in the same direction as this paper · 38 in the opposite direction · 2 reporting no difference from an alternative

  1. no effect
  2. negative
  3. negative

91 papers more in this group

See all 95 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.