Paper · 2025 · Scientia Horticulturae

Substrate type modulates tomato yield and fruit quality under brackish water irrigation: Insights from multivariate and structural equation modeling

Qiannan Zhang; Jianyu Li; Yue Ma; et al.

14
claims
28
verbatim quotes
1
citations
2
research areas
✓
Open access · cc-by-nc-nd

Abstract

• Tomato yield and fruit quality under brackish irrigation are strongly influenced by substrate type. • A commercial soilless substrate maintained higher porosity and supported greater root activity under salinity stress. • Moderate brackish irrigation (3 mS/cm) improved fruit sugar–acid ratio and soluble solids without reducing yield. • Principal component and discriminant analyses revealed substrate as the primary driver of trait variability. • Structural equation modeling identified substrate porosity and root activity as key determinants of yield performance. The sustainable use of brackish water in protected horticulture requires a clear understanding of how substrate properties influence plant responses to salinity. This study evaluated the effects of three irrigation water salinity levels (0,3, and 5 mS/cm) and three cultivation substrates, loamy soil (SO), sandy soil (SA), and commercial substrate (SU), on substrate properties, nutrient dynamics, and tomato ( Solanum lycopersicum L.) growth, yield, and fruit quality. Saline irrigation increased substrate EC, pH, and ion accumulation while reducing porosity and water-holding capacity. SU maintained superior physical structure and nutrient availability, supporting higher root activity and yield across salinity levels. SO showed greater salt retention but suffered substantial yield loss under high salinity. Moderate salinity (3 mS/cm) enhanced sugar–acid ratio and soluble solids content in most substrates. However, vitamin C and nitrate concentrations did not differ significantly among treatments, indicating trait-specific insensitivity to substrate or salinity. Principal Component Analysis (PCA) revealed substrate type as the dominant factor shaping trait variation, while Linear Discriminant Analysis (LDA) separated salinity levels using nine key traits. Structural Equation Modeling (SEM) identified root activity and substrate porosity as major drivers of yield, while ion content influenced fruit quality components. These findings suggest that moderate brackish irrigation, when paired with substrates that enhance root function and nutrient use efficiency, can support sustainable tomato production without compromising quality.

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

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 14

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The commercial substrate supported higher root activity and yield across salinity levels.

Treatment
SUe1
Outcome
root activity and yielde1
Direction
highere1

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e1

“SU maintained superior physical structure and nutrient availability, supporting higher root activity and yield across salinity levels”

✓ located verbatim in the source · abstract, characters 1160–1293 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The commercial substrate maintained superior physical structure and nutrient availability.

Treatment
SUe1
Outcome
physical structure and nutrient availabilitye1
Direction
superiore1

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e1

“SU maintained superior physical structure and nutrient availability, supporting higher root activity and yield across salinity levels”

✓ located verbatim in the source · abstract, characters 1160–1293 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Loamy soil showed greater salt retention than other substrates.

Treatment
SOe2
Outcome
salt retentione2
Direction
greatere2

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e2

“SO showed greater salt retention but suffered substantial yield loss under high salinity”

✓ located verbatim in the source · abstract, characters 1295–1383 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Loamy soil suffered substantial yield loss under high salinity.

Treatment
high salinitye2
Outcome
yielde2
Direction
decreaseinferrede2

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e2

“SO showed greater salt retention but suffered substantial yield loss under high salinity”

✓ located verbatim in the source · abstract, characters 1295–1383 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Moderate salinity (3 mS/cm) enhanced sugar–acid ratio and soluble solids content in most substrates.

Treatment
Moderate salinity (3 mS/cm)e3
Outcome
sugar–acid ratio and soluble solids contente3
Direction
enhancede3

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e3

“Moderate salinity (3 mS/cm) enhanced sugar–acid ratio and soluble solids content in most substrates”

✓ located verbatim in the source · abstract, characters 1385–1484 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Moderate brackish irrigation (3 mS/cm) did not reduce tomato yield.

Treatment
Moderate brackish irrigation (3 mS/cm)e6
Outcome
yielde6
Direction
no_changeinferrede6

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e6

“Moderate brackish irrigation (3 mS/cm) improved fruit sugar–acid ratio and soluble solids without reducing yield”

✓ located verbatim in the source · abstract, characters 224–336 · show in text ↑
Observationobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Vitamin C and nitrate concentrations did not differ significantly among treatments in tomato.

Outcome
vitamin C and nitrate concentrationse5

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e5

“vitamin C and nitrate concentrations did not differ significantly among treatments”

✓ located verbatim in the source · abstract, characters 1495–1577 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Substrate type was the dominant factor shaping tomato trait variation.

Treatment
substrate typee6
Outcome
trait variatione6

Not reportedDirection

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e6

“Principal Component Analysis (PCA) revealed substrate type as the dominant factor shaping trait variation”

✓ located verbatim in the source · abstract, characters 1645–1750 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Linear discriminant analysis separated salinity levels using nine key traits.

Treatment
salinity levelse6
Outcome
separated salinity levelse6

Not reportedDirection

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e6

“Linear Discriminant Analysis (LDA) separated salinity levels using nine key traits”

✓ located verbatim in the source · abstract, characters 1758–1840 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Root activity and substrate porosity were major drivers of tomato yield.

Treatment
root activity and substrate porositye7
Outcome
yielde7
Direction
increaseinferrede7

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e7

“Structural Equation Modeling (SEM) identified root activity and substrate porosity as major drivers of yield, while ion content influenced fruit quality components”

✓ located verbatim in the source · abstract, characters 1842–2005 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Ion content influenced tomato fruit quality components.

Treatment
ion contente7
Outcome
fruit quality componentse7

Not reportedDirection

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e7

“Structural Equation Modeling (SEM) identified root activity and substrate porosity as major drivers of yield, while ion content influenced fruit quality components”

✓ located verbatim in the source · abstract, characters 1842–2005 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Saline irrigation increased substrate EC, pH and ion accumulation.

Treatment
Saline irrigatione4
Outcome
substrate EC, pH, and ion accumulatione4
Direction
increasede4

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e4

“Saline irrigation increased substrate EC, pH, and ion accumulation while reducing porosity and water-holding capacity”

✓ located verbatim in the source · abstract, characters 1041–1158 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Saline irrigation reduced substrate porosity and water-holding capacity.

Treatment
Saline irrigatione4
Outcome
porosity and water-holding capacitye4
Direction
reducinge4

Not reportedComparator

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e4

“Saline irrigation increased substrate EC, pH, and ion accumulation while reducing porosity and water-holding capacity”

✓ located verbatim in the source · abstract, characters 1041–1158 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Moderate brackish irrigation with root-supporting substrates can support sustainable tomato production without compromising quality.

Outcome
sustainable tomato productione7

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

Solanum lycopersicum
Solanum lycopersicum · TaxonKod B · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Substrate type modulates tomato yield and fruit quality under brackish water irrigation”

✓ located verbatim in the source · title, characters 0–87 · show in text ↑
e7

“These findings suggest that moderate brackish irrigation, when paired with substrates that enhance root function and nutrient use efficiency, can support sustainable tomato production without compromising quality”

✓ located verbatim in the source · abstract, characters 2007–2219 · show in text ↑

salinity · quality: sugar starch · Solanum lycopersicum (tomato)Results differ

51 papers: 44 positive, 7 negative or no effect

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

  1. negative
  2. negative
  3. negative

47 papers more in this group

See all 51 papers →

irrigation · physiology: ion balance · Solanum lycopersicum (tomato)Positive and negative results

3 papers: 1 positive, 2 negative or no effect

1 paper in the same direction as this paper · 1 in the opposite direction

  1. positive
  2. negative
See all 3 papers →

irrigation · soil: physics · Solanum lycopersicum (tomato)Positive and negative results

18 papers: 13 positive, 5 negative or no effect

4 papers in the same direction as this paper · 13 in the opposite direction

  1. positive
  2. positive
  3. positive

14 papers more in this group

See all 18 papers →

growing medium · nutrient: content · Solanum lycopersicum (tomato)Positive and negative results

41 papers: 34 positive, 7 negative or no effect

33 papers in the same direction as this paper · 6 in the opposite direction · 1 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

37 papers more in this group

See all 41 papers →

growing medium · yield · Solanum lycopersicum (tomato)Positive and negative results

141 papers: 112 positive, 29 negative or no effect

111 papers in the same direction as this paper · 21 in the opposite direction · 8 reporting no difference from an alternative

  1. no effect
  2. no effect
  3. no effect

137 papers more in this group

See all 141 papers →

salinity · yield · Solanum lycopersicum (tomato)Positive and negative results

160 papers: 18 positive, 142 negative or no effect

141 papers in the same direction as this paper · 18 in the opposite direction

  1. positive
  2. positive
  3. positive

156 papers more in this group

See all 160 papers →

irrigation · yield · Solanum lycopersicum (tomato)Positive and negative results

344 papers: 239 positive, 105 negative or no effect

104 papers in the same direction as this paper · 239 in the opposite direction

  1. positive
  2. positive
  3. positive

340 papers more in this group

See all 344 papers →

salinity · soil: physics · Solanum lycopersicum (tomato)Results agree

6 papers: 0 positive, 6 negative or no effect

5 papers in the same direction as this paper

  1. negative
  2. negative
  3. no effect

2 papers more in this group

See all 6 papers →

8 of 9 groups shown: named compounds and organisms first, then groups whose results differ (checked claim by claim), then those with positive and negative results, then the smaller groups.

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.